warning: commands will be executed using /bin/sh
job 745 at Sun Sep  1 01:25:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08152013_reo/gatsby140_08152013_reo
ElecNo	10
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 2822530 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 940843 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 49445 members 
Mstep: Class 3 contains 49623 members 
Mstep: Class 4 contains 49132 members 
Mstep: Class 5 contains 49461 members 
Mstep: Class 6 contains 49471 members 
Mstep: Class 7 contains 49424 members 
Mstep: Class 8 contains 49491 members 
Mstep: Class 9 contains 49228 members 
Mstep: Class 10 contains 49510 members 
Mstep: Class 11 contains 49936 members 
Mstep: Class 12 contains 49219 members 
Mstep: Class 13 contains 49659 members 
Mstep: Class 14 contains 49810 members 
Mstep: Class 15 contains 49506 members 
Mstep: Class 16 contains 49862 members 
Mstep: Class 17 contains 49288 members 
Mstep: Class 18 contains 49262 members 
Mstep: Class 19 contains 49613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 706.621948 but Gain 2235.113281
Score: -91051064.000000 Penalty: 40232.003906
Iteration 0F: 19 clusters Score -9.105106e+07 nChanged 885534
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 48802 members 
Mstep: Class 3 contains 44730 members 
Mstep: Class 5 contains 65956 members 
Mstep: Class 6 contains 47734 members 
Mstep: Class 7 contains 42573 members 
Mstep: Class 8 contains 27232 members 
Mstep: Class 9 contains 27798 members 
Mstep: Class 10 contains 115374 members 
Mstep: Class 11 contains 53373 members 
Mstep: Class 12 contains 57254 members 
Mstep: Class 13 contains 53821 members 
Mstep: Class 14 contains 90019 members 
Mstep: Class 15 contains 41532 members 
Mstep: Class 16 contains 41570 members 
Mstep: Class 17 contains 49568 members 
Mstep: Class 18 contains 33719 members 
Mstep: Class 19 contains 57287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93069160.000000 Penalty: 40232.003906
Iteration 1F: 19 clusters Score -9.306916e+07 nChanged 247617
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 53067 members 
Mstep: Class 3 contains 29452 members 
Mstep: Class 5 contains 63468 members 
Mstep: Class 6 contains 56133 members 
Mstep: Class 7 contains 38013 members 
Mstep: Class 8 contains 23353 members 
Mstep: Class 9 contains 25378 members 
Mstep: Class 10 contains 132306 members 
Mstep: Class 11 contains 44100 members 
Mstep: Class 12 contains 62165 members 
Mstep: Class 13 contains 58179 members 
Mstep: Class 14 contains 118118 members 
Mstep: Class 15 contains 36573 members 
Mstep: Class 16 contains 30060 members 
Mstep: Class 17 contains 49830 members 
Mstep: Class 18 contains 24980 members 
Mstep: Class 19 contains 55129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93312248.000000 Penalty: 40232.003906
Iteration 2F: 19 clusters Score -9.331225e+07 nChanged 175760
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 55069 members 
Mstep: Class 3 contains 17228 members 
Mstep: Class 5 contains 69396 members 
Mstep: Class 6 contains 60277 members 
Mstep: Class 7 contains 33616 members 
Mstep: Class 8 contains 19153 members 
Mstep: Class 9 contains 25200 members 
Mstep: Class 10 contains 150251 members 
Mstep: Class 11 contains 35418 members 
Mstep: Class 12 contains 64749 members 
Mstep: Class 13 contains 57305 members 
Mstep: Class 14 contains 139733 members 
Mstep: Class 15 contains 30215 members 
Mstep: Class 16 contains 23181 members 
Mstep: Class 17 contains 47935 members 
Mstep: Class 18 contains 19992 members 
Mstep: Class 19 contains 53342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93446504.000000 Penalty: 40232.003906
Iteration 3F: 19 clusters Score -9.34465e+07 nChanged 140281
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 54776 members 
Mstep: Class 3 contains 9191 members 
Mstep: Class 5 contains 79082 members 
Mstep: Class 6 contains 61845 members 
Mstep: Class 7 contains 28117 members 
Mstep: Class 8 contains 14865 members 
Mstep: Class 9 contains 25975 members 
Mstep: Class 10 contains 167106 members 
Mstep: Class 11 contains 29524 members 
Mstep: Class 12 contains 64671 members 
Mstep: Class 13 contains 52775 members 
Mstep: Class 14 contains 161394 members 
Mstep: Class 15 contains 23051 members 
Mstep: Class 16 contains 20891 members 
Mstep: Class 17 contains 44743 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 50834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93550160.000000 Penalty: 40232.003906
Iteration 4F: 19 clusters Score -9.355016e+07 nChanged 122931
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 52296 members 
Mstep: Class 3 contains 4530 members 
Mstep: Class 5 contains 90128 members 
Mstep: Class 6 contains 63064 members 
Mstep: Class 7 contains 22398 members 
Mstep: Class 8 contains 11007 members 
Mstep: Class 9 contains 27851 members 
Mstep: Class 10 contains 179493 members 
Mstep: Class 11 contains 24862 members 
Mstep: Class 12 contains 62779 members 
Mstep: Class 13 contains 45958 members 
Mstep: Class 14 contains 186433 members 
Mstep: Class 15 contains 16118 members 
Mstep: Class 16 contains 20916 members 
Mstep: Class 17 contains 40097 members 
Mstep: Class 18 contains 12737 members 
Mstep: Class 19 contains 47394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2185.392090 but Gain 2235.109375
Score: -93642592.000000 Penalty: 37996.894531
Iteration 5F: 18 clusters Score -9.364259e+07 nChanged 115946
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 48082 members 
Mstep: Class 5 contains 101228 members 
Mstep: Class 6 contains 64615 members 
Mstep: Class 7 contains 16826 members 
Mstep: Class 8 contains 7951 members 
Mstep: Class 9 contains 30505 members 
Mstep: Class 10 contains 186645 members 
Mstep: Class 11 contains 20786 members 
Mstep: Class 12 contains 60045 members 
Mstep: Class 13 contains 37830 members 
Mstep: Class 14 contains 217004 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 22758 members 
Mstep: Class 17 contains 33903 members 
Mstep: Class 18 contains 10221 members 
Mstep: Class 19 contains 42748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93736320.000000 Penalty: 37996.894531
Iteration 6F: 18 clusters Score -9.373632e+07 nChanged 105633
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 41891 members 
Mstep: Class 5 contains 110869 members 
Mstep: Class 6 contains 65719 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 33180 members 
Mstep: Class 10 contains 186290 members 
Mstep: Class 11 contains 16952 members 
Mstep: Class 12 contains 57149 members 
Mstep: Class 13 contains 29324 members 
Mstep: Class 14 contains 251886 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 25525 members 
Mstep: Class 17 contains 26482 members 
Mstep: Class 18 contains 8324 members 
Mstep: Class 19 contains 37153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93815216.000000 Penalty: 37996.894531
Iteration 7F: 18 clusters Score -9.381522e+07 nChanged 96749
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 34978 members 
Mstep: Class 5 contains 117790 members 
Mstep: Class 6 contains 66658 members 
Mstep: Class 7 contains 7878 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 35754 members 
Mstep: Class 10 contains 180388 members 
Mstep: Class 11 contains 13572 members 
Mstep: Class 12 contains 54784 members 
Mstep: Class 13 contains 21639 members 
Mstep: Class 14 contains 290167 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 28162 members 
Mstep: Class 17 contains 18972 members 
Mstep: Class 18 contains 6946 members 
Mstep: Class 19 contains 32037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93885808.000000 Penalty: 37996.894531
Iteration 8F: 18 clusters Score -9.388581e+07 nChanged 85722
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 28131 members 
Mstep: Class 5 contains 122132 members 
Mstep: Class 6 contains 66796 members 
Mstep: Class 7 contains 5024 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 37954 members 
Mstep: Class 10 contains 169974 members 
Mstep: Class 11 contains 10728 members 
Mstep: Class 12 contains 52864 members 
Mstep: Class 13 contains 14984 members 
Mstep: Class 14 contains 330285 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 30005 members 
Mstep: Class 17 contains 12053 members 
Mstep: Class 18 contains 5918 members 
Mstep: Class 19 contains 27867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2140.802979 but Gain 2235.113281
Score: -93930768.000000 Penalty: 35761.781250
Iteration 9F: 17 clusters Score -9.393077e+07 nChanged 76925
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 22365 members 
Mstep: Class 5 contains 125181 members 
Mstep: Class 6 contains 64340 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 9 contains 39971 members 
Mstep: Class 10 contains 160072 members 
Mstep: Class 11 contains 8258 members 
Mstep: Class 12 contains 52645 members 
Mstep: Class 13 contains 9444 members 
Mstep: Class 14 contains 363989 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 31950 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 5316 members 
Mstep: Class 19 contains 26074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2176.656738 but Gain 2235.109375
Score: -93943688.000000 Penalty: 33526.671875
Iteration 10F: 16 clusters Score -9.394369e+07 nChanged 62211
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 18208 members 
Mstep: Class 5 contains 131153 members 
Mstep: Class 6 contains 62385 members 
Mstep: Class 9 contains 42176 members 
Mstep: Class 10 contains 153167 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 53375 members 
Mstep: Class 13 contains 6113 members 
Mstep: Class 14 contains 378497 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 33980 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 26455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93954728.000000 Penalty: 33526.671875
Iteration 11F: 16 clusters Score -9.395473e+07 nChanged 46035
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 5 contains 137450 members 
Mstep: Class 6 contains 61431 members 
Mstep: Class 9 contains 44500 members 
Mstep: Class 10 contains 147701 members 
Mstep: Class 11 contains 5243 members 
Mstep: Class 12 contains 54161 members 
Mstep: Class 13 contains 4333 members 
Mstep: Class 14 contains 380504 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 35725 members 
Mstep: Class 17 contains 2824 members 
Mstep: Class 18 contains 5335 members 
Mstep: Class 19 contains 27824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2082.782959 but Gain 2235.111328
Score: -93965824.000000 Penalty: 31291.560547
Iteration 12Q: 15 clusters Score -9.396582e+07 nChanged 39727
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 13351 members 
Mstep: Class 5 contains 144599 members 
Mstep: Class 6 contains 61391 members 
Mstep: Class 9 contains 47004 members 
Mstep: Class 10 contains 143013 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 54959 members 
Mstep: Class 13 contains 3476 members 
Mstep: Class 14 contains 377725 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 37255 members 
Mstep: Class 18 contains 5632 members 
Mstep: Class 19 contains 30230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93980776.000000 Penalty: 31291.560547
Iteration 13Q: 15 clusters Score -9.398078e+07 nChanged 32809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 5 contains 152574 members 
Mstep: Class 6 contains 61733 members 
Mstep: Class 9 contains 49132 members 
Mstep: Class 10 contains 138465 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 55745 members 
Mstep: Class 13 contains 3085 members 
Mstep: Class 14 contains 370326 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 38483 members 
Mstep: Class 18 contains 6009 members 
Mstep: Class 19 contains 32128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93993968.000000 Penalty: 31291.560547
Iteration 14Q: 15 clusters Score -9.399397e+07 nChanged 30059
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 10856 members 
Mstep: Class 5 contains 161738 members 
Mstep: Class 6 contains 62073 members 
Mstep: Class 9 contains 51049 members 
Mstep: Class 10 contains 133929 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 56426 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 361584 members 
Mstep: Class 15 contains 2525 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 18 contains 6449 members 
Mstep: Class 19 contains 33792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94009472.000000 Penalty: 31291.560547
Iteration 15Q: 15 clusters Score -9.400947e+07 nChanged 28384
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 10028 members 
Mstep: Class 5 contains 172638 members 
Mstep: Class 6 contains 62213 members 
Mstep: Class 9 contains 52555 members 
Mstep: Class 10 contains 128924 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 56846 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 352632 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 39921 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 35201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94022672.000000 Penalty: 31291.560547
Iteration 16Q: 15 clusters Score -9.402267e+07 nChanged 27796
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 5 contains 185757 members 
Mstep: Class 6 contains 62083 members 
Mstep: Class 9 contains 53632 members 
Mstep: Class 10 contains 123363 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 12 contains 57104 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 343582 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 39971 members 
Mstep: Class 18 contains 7351 members 
Mstep: Class 19 contains 36312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94035304.000000 Penalty: 31291.560547
Iteration 17Q: 15 clusters Score -9.40353e+07 nChanged 28734
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 8497 members 
Mstep: Class 5 contains 201325 members 
Mstep: Class 6 contains 61593 members 
Mstep: Class 9 contains 54254 members 
Mstep: Class 10 contains 117219 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 57106 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 334678 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 39589 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 36966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94046848.000000 Penalty: 31291.560547
Iteration 18Q: 15 clusters Score -9.404685e+07 nChanged 29396
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 7655 members 
Mstep: Class 5 contains 218967 members 
Mstep: Class 6 contains 60839 members 
Mstep: Class 9 contains 54316 members 
Mstep: Class 10 contains 110769 members 
Mstep: Class 11 contains 1954 members 
Mstep: Class 12 contains 56947 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 326083 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 38765 members 
Mstep: Class 18 contains 8412 members 
Mstep: Class 19 contains 37132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2084.611816 but Gain 2235.111328
Score: -94057360.000000 Penalty: 29056.449219
Iteration 19Q: 14 clusters Score -9.405736e+07 nChanged 31205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 5 contains 239540 members 
Mstep: Class 6 contains 60238 members 
Mstep: Class 9 contains 53815 members 
Mstep: Class 10 contains 104755 members 
Mstep: Class 12 contains 56734 members 
Mstep: Class 13 contains 2774 members 
Mstep: Class 14 contains 317180 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 37578 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 36935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94068800.000000 Penalty: 29056.449219
Iteration 20F: 14 clusters Score -9.40688e+07 nChanged 30159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 5915 members 
Mstep: Class 5 contains 260350 members 
Mstep: Class 6 contains 59222 members 
Mstep: Class 9 contains 52811 members 
Mstep: Class 10 contains 98455 members 
Mstep: Class 12 contains 56126 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 308885 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 35945 members 
Mstep: Class 18 contains 9449 members 
Mstep: Class 19 contains 36287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94076512.000000 Penalty: 29056.449219
Iteration 21Q: 14 clusters Score -9.407651e+07 nChanged 31029
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 5 contains 279392 members 
Mstep: Class 6 contains 58253 members 
Mstep: Class 9 contains 51453 members 
Mstep: Class 10 contains 92802 members 
Mstep: Class 12 contains 55502 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 302600 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 34052 members 
Mstep: Class 18 contains 10018 members 
Mstep: Class 19 contains 35394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94081976.000000 Penalty: 29056.449219
Iteration 22Q: 14 clusters Score -9.408198e+07 nChanged 29249
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 5 contains 296752 members 
Mstep: Class 6 contains 57244 members 
Mstep: Class 9 contains 49975 members 
Mstep: Class 10 contains 87950 members 
Mstep: Class 12 contains 54780 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 297275 members 
Mstep: Class 15 contains 2446 members 
Mstep: Class 16 contains 32186 members 
Mstep: Class 18 contains 10582 members 
Mstep: Class 19 contains 34460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94088376.000000 Penalty: 29056.449219
Iteration 23Q: 14 clusters Score -9.408838e+07 nChanged 26846
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 3576 members 
Mstep: Class 5 contains 313247 members 
Mstep: Class 6 contains 56140 members 
Mstep: Class 9 contains 48249 members 
Mstep: Class 10 contains 84261 members 
Mstep: Class 12 contains 53994 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 14 contains 291791 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 30389 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 33652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94096320.000000 Penalty: 29056.449219
Iteration 24Q: 14 clusters Score -9.409632e+07 nChanged 25731
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 5 contains 330149 members 
Mstep: Class 6 contains 55313 members 
Mstep: Class 9 contains 46841 members 
Mstep: Class 10 contains 80929 members 
Mstep: Class 12 contains 53289 members 
Mstep: Class 13 contains 2264 members 
Mstep: Class 14 contains 284356 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 29140 members 
Mstep: Class 18 contains 11824 members 
Mstep: Class 19 contains 32651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94102456.000000 Penalty: 29056.449219
Iteration 25Q: 14 clusters Score -9.410246e+07 nChanged 25572
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 5 contains 346529 members 
Mstep: Class 6 contains 54742 members 
Mstep: Class 9 contains 45919 members 
Mstep: Class 10 contains 78075 members 
Mstep: Class 12 contains 52679 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 275274 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 28336 members 
Mstep: Class 18 contains 12499 members 
Mstep: Class 19 contains 31797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94102016.000000 Penalty: 29056.449219
Iteration 26Q: 14 clusters Score -9.410202e+07 nChanged 27484
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2145 members 
Mstep: Class 5 contains 360240 members 
Mstep: Class 6 contains 54381 members 
Mstep: Class 9 contains 45586 members 
Mstep: Class 10 contains 75654 members 
Mstep: Class 12 contains 52343 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 265919 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 28175 members 
Mstep: Class 18 contains 13233 members 
Mstep: Class 19 contains 31432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2186.095947 but Gain 2235.111328
Score: -94096448.000000 Penalty: 26821.337891
Iteration 27Q: 13 clusters Score -9.409645e+07 nChanged 27831
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 5 contains 370612 members 
Mstep: Class 6 contains 54932 members 
Mstep: Class 9 contains 45720 members 
Mstep: Class 10 contains 73898 members 
Mstep: Class 12 contains 52394 members 
Mstep: Class 13 contains 2270 members 
Mstep: Class 14 contains 258080 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 16 contains 28446 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 31416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94091680.000000 Penalty: 26821.337891
Iteration 28Q: 13 clusters Score -9.409168e+07 nChanged 23440
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 5 contains 374573 members 
Mstep: Class 6 contains 55777 members 
Mstep: Class 9 contains 46254 members 
Mstep: Class 10 contains 72529 members 
Mstep: Class 12 contains 52790 members 
Mstep: Class 13 contains 2401 members 
Mstep: Class 14 contains 252434 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 28976 members 
Mstep: Class 18 contains 14966 members 
Mstep: Class 19 contains 31520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94086560.000000 Penalty: 26821.337891
Iteration 29Q: 13 clusters Score -9.408656e+07 nChanged 19319
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 5 contains 373958 members 
Mstep: Class 6 contains 56969 members 
Mstep: Class 9 contains 46935 members 
Mstep: Class 10 contains 71525 members 
Mstep: Class 12 contains 53414 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 249949 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 18 contains 15863 members 
Mstep: Class 19 contains 31777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94086448.000000 Penalty: 26821.337891
Iteration 30Q: 13 clusters Score -9.408645e+07 nChanged 16213
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 5 contains 370483 members 
Mstep: Class 6 contains 58262 members 
Mstep: Class 9 contains 47678 members 
Mstep: Class 10 contains 70749 members 
Mstep: Class 12 contains 54198 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 249775 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 30231 members 
Mstep: Class 18 contains 16703 members 
Mstep: Class 19 contains 32072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94088120.000000 Penalty: 26821.337891
Iteration 31Q: 13 clusters Score -9.408812e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 5 contains 366067 members 
Mstep: Class 6 contains 59519 members 
Mstep: Class 9 contains 48306 members 
Mstep: Class 10 contains 70066 members 
Mstep: Class 12 contains 54946 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 250868 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 30756 members 
Mstep: Class 18 contains 17439 members 
Mstep: Class 19 contains 32294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94092032.000000 Penalty: 26821.337891
Iteration 32Q: 13 clusters Score -9.409203e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 5 contains 361577 members 
Mstep: Class 6 contains 60623 members 
Mstep: Class 9 contains 48785 members 
Mstep: Class 10 contains 69404 members 
Mstep: Class 12 contains 55566 members 
Mstep: Class 13 contains 2816 members 
Mstep: Class 14 contains 252700 members 
Mstep: Class 15 contains 2691 members 
Mstep: Class 16 contains 31118 members 
Mstep: Class 18 contains 18113 members 
Mstep: Class 19 contains 32459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94094688.000000 Penalty: 26821.337891
Iteration 33Q: 13 clusters Score -9.409469e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 5 contains 357354 members 
Mstep: Class 6 contains 61587 members 
Mstep: Class 9 contains 49112 members 
Mstep: Class 10 contains 68785 members 
Mstep: Class 12 contains 56161 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 14 contains 254788 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 31393 members 
Mstep: Class 18 contains 18701 members 
Mstep: Class 19 contains 32577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94097520.000000 Penalty: 26821.337891
Iteration 34Q: 13 clusters Score -9.409752e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 5 contains 353819 members 
Mstep: Class 6 contains 62317 members 
Mstep: Class 9 contains 49350 members 
Mstep: Class 10 contains 68243 members 
Mstep: Class 12 contains 56693 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 256712 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 31567 members 
Mstep: Class 18 contains 19220 members 
Mstep: Class 19 contains 32657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94099984.000000 Penalty: 26821.337891
Iteration 35Q: 13 clusters Score -9.409998e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 5 contains 351243 members 
Mstep: Class 6 contains 62798 members 
Mstep: Class 9 contains 49471 members 
Mstep: Class 10 contains 67766 members 
Mstep: Class 12 contains 57094 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 258302 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 31633 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 32646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94102160.000000 Penalty: 26821.337891
Iteration 36Q: 13 clusters Score -9.410216e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 5 contains 349338 members 
Mstep: Class 6 contains 63121 members 
Mstep: Class 9 contains 49512 members 
Mstep: Class 10 contains 67353 members 
Mstep: Class 12 contains 57383 members 
Mstep: Class 13 contains 3102 members 
Mstep: Class 14 contains 259579 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 31633 members 
Mstep: Class 18 contains 20248 members 
Mstep: Class 19 contains 32586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94103568.000000 Penalty: 26821.337891
Iteration 37Q: 13 clusters Score -9.410357e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 5 contains 347903 members 
Mstep: Class 6 contains 63342 members 
Mstep: Class 9 contains 49497 members 
Mstep: Class 10 contains 67039 members 
Mstep: Class 12 contains 57609 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 260591 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 31592 members 
Mstep: Class 18 contains 20760 members 
Mstep: Class 19 contains 32466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94104920.000000 Penalty: 26821.337891
Iteration 38Q: 13 clusters Score -9.410492e+07 nChanged 4651
Entering ConstructFrom: 
Score: -94104920.000000 Penalty: 26821.337891
Entering ConstructFrom: 
Trying to split cluster 1 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -430322.437500 Penalty: 1348.310425
	Iteration 0F: 2 clusters Score -430322.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -426933.937500 Penalty: 2696.620850
	Iteration 0F: 3 clusters Score -426933.9 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -427769.875000 Penalty: 2696.620850
	Iteration 1F: 3 clusters Score -427769.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -427932.906250 Penalty: 2696.620850
	Iteration 2F: 3 clusters Score -427932.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -428024.093750 Penalty: 2696.620850
	Iteration 3Q: 3 clusters Score -428024.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -428074.125000 Penalty: 2696.620850
	Iteration 4Q: 3 clusters Score -428074.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -428113.156250 Penalty: 2696.620850
	Iteration 5Q: 3 clusters Score -428113.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -428142.281250 Penalty: 2696.620850
	Iteration 6Q: 3 clusters Score -428142.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -428164.375000 Penalty: 2696.620850
	Iteration 7Q: 3 clusters Score -428164.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -428185.562500 Penalty: 2696.620850
	Iteration 8Q: 3 clusters Score -428185.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -428199.000000 Penalty: 2696.620850
	Iteration 9Q: 3 clusters Score -428199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -428207.468750 Penalty: 2696.620850
	Iteration 10Q: 3 clusters Score -428207.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -428212.250000 Penalty: 2696.620850
	Iteration 11Q: 3 clusters Score -428212.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -428215.562500 Penalty: 2696.620850
	Iteration 12Q: 3 clusters Score -428215.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -428217.937500 Penalty: 2696.620850
	Iteration 13Q: 3 clusters Score -428217.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -428222.843750 Penalty: 2696.620850
	Iteration 14Q: 3 clusters Score -428222.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -428224.812500 Penalty: 2696.620850
	Iteration 15Q: 3 clusters Score -428224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -428226.281250 Penalty: 2696.620850
	Iteration 16Q: 3 clusters Score -428226.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -428228.187500 Penalty: 2696.620850
	Iteration 17Q: 3 clusters Score -428228.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -428231.812500 Penalty: 2696.620850
	Iteration 18Q: 3 clusters Score -428231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -428237.125000 Penalty: 2696.620850
	Iteration 19Q: 3 clusters Score -428237.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -428243.343750 Penalty: 2696.620850
	Iteration 20F: 3 clusters Score -428243.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -428246.531250 Penalty: 2696.620850
	Iteration 21Q: 3 clusters Score -428246.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -428250.656250 Penalty: 2696.620850
	Iteration 22Q: 3 clusters Score -428250.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -428254.500000 Penalty: 2696.620850
	Iteration 23Q: 3 clusters Score -428254.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -428260.562500 Penalty: 2696.620850
	Iteration 24Q: 3 clusters Score -428260.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -428266.687500 Penalty: 2696.620850
	Iteration 25Q: 3 clusters Score -428266.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -428270.156250 Penalty: 2696.620850
	Iteration 26Q: 3 clusters Score -428270.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -428274.343750 Penalty: 2696.620850
	Iteration 27Q: 3 clusters Score -428274.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -428277.875000 Penalty: 2696.620850
	Iteration 28Q: 3 clusters Score -428277.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -428280.437500 Penalty: 2696.620850
	Iteration 29Q: 3 clusters Score -428280.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -428283.937500 Penalty: 2696.620850
	Iteration 30Q: 3 clusters Score -428283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -428286.875000 Penalty: 2696.620850
	Iteration 31Q: 3 clusters Score -428286.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -428290.156250 Penalty: 2696.620850
	Iteration 32Q: 3 clusters Score -428290.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -428294.812500 Penalty: 2696.620850
	Iteration 33Q: 3 clusters Score -428294.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -428301.156250 Penalty: 2696.620850
	Iteration 34Q: 3 clusters Score -428301.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -428310.125000 Penalty: 2696.620850
	Iteration 35Q: 3 clusters Score -428310.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -428321.843750 Penalty: 2696.620850
	Iteration 36Q: 3 clusters Score -428321.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -428335.062500 Penalty: 2696.620850
	Iteration 37Q: 3 clusters Score -428335.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -428349.500000 Penalty: 2696.620850
	Iteration 38Q: 3 clusters Score -428349.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -428358.656250 Penalty: 2696.620850
	Iteration 39Q: 3 clusters Score -428358.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -428367.375000 Penalty: 2696.620850
	Iteration 40F: 3 clusters Score -428367.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -428376.875000 Penalty: 2696.620850
	Iteration 41Q: 3 clusters Score -428376.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -428387.906250 Penalty: 2696.620850
	Iteration 42Q: 3 clusters Score -428387.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -428398.312500 Penalty: 2696.620850
	Iteration 43Q: 3 clusters Score -428398.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -428409.125000 Penalty: 2696.620850
	Iteration 44Q: 3 clusters Score -428409.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -428418.500000 Penalty: 2696.620850
	Iteration 45Q: 3 clusters Score -428418.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -428428.250000 Penalty: 2696.620850
	Iteration 46Q: 3 clusters Score -428428.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -428441.937500 Penalty: 2696.620850
	Iteration 47Q: 3 clusters Score -428441.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -428452.968750 Penalty: 2696.620850
	Iteration 48Q: 3 clusters Score -428453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -428465.718750 Penalty: 2696.620850
	Iteration 49Q: 3 clusters Score -428465.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -428482.625000 Penalty: 2696.620850
	Iteration 50Q: 3 clusters Score -428482.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -428500.031250 Penalty: 2696.620850
	Iteration 51Q: 3 clusters Score -428500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -428522.875000 Penalty: 2696.620850
	Iteration 52Q: 3 clusters Score -428522.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -428555.937500 Penalty: 2696.620850
	Iteration 53Q: 3 clusters Score -428555.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -428589.031250 Penalty: 2696.620850
	Iteration 54Q: 3 clusters Score -428589 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -428619.000000 Penalty: 2696.620850
	Iteration 55Q: 3 clusters Score -428619 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -428653.218750 Penalty: 2696.620850
	Iteration 56Q: 3 clusters Score -428653.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -428694.968750 Penalty: 2696.620850
	Iteration 57Q: 3 clusters Score -428695 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -428732.218750 Penalty: 2696.620850
	Iteration 58Q: 3 clusters Score -428732.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -428770.031250 Penalty: 2696.620850
	Iteration 59Q: 3 clusters Score -428770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -428807.281250 Penalty: 2696.620850
	Iteration 60F: 3 clusters Score -428807.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -428841.562500 Penalty: 2696.620850
	Iteration 61Q: 3 clusters Score -428841.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -428882.906250 Penalty: 2696.620850
	Iteration 62Q: 3 clusters Score -428882.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -428918.218750 Penalty: 2696.620850
	Iteration 63Q: 3 clusters Score -428918.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -428952.000000 Penalty: 2696.620850
	Iteration 64Q: 3 clusters Score -428952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -428975.843750 Penalty: 2696.620850
	Iteration 65Q: 3 clusters Score -428975.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -428997.718750 Penalty: 2696.620850
	Iteration 66Q: 3 clusters Score -428997.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -429017.531250 Penalty: 2696.620850
	Iteration 67Q: 3 clusters Score -429017.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -429031.406250 Penalty: 2696.620850
	Iteration 68Q: 3 clusters Score -429031.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -429043.437500 Penalty: 2696.620850
	Iteration 69Q: 3 clusters Score -429043.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -429051.750000 Penalty: 2696.620850
	Iteration 70Q: 3 clusters Score -429051.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -429058.281250 Penalty: 2696.620850
	Iteration 71Q: 3 clusters Score -429058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -429065.906250 Penalty: 2696.620850
	Iteration 72Q: 3 clusters Score -429065.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -429073.906250 Penalty: 2696.620850
	Iteration 73Q: 3 clusters Score -429073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -429078.625000 Penalty: 2696.620850
	Iteration 74Q: 3 clusters Score -429078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -429086.031250 Penalty: 2696.620850
	Iteration 75Q: 3 clusters Score -429086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -429096.500000 Penalty: 2696.620850
	Iteration 76Q: 3 clusters Score -429096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -429102.187500 Penalty: 2696.620850
	Iteration 77Q: 3 clusters Score -429102.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -429110.500000 Penalty: 2696.620850
	Iteration 78Q: 3 clusters Score -429110.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -429116.187500 Penalty: 2696.620850
	Iteration 79Q: 3 clusters Score -429116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -429119.000000 Penalty: 2696.620850
	Iteration 80F: 3 clusters Score -429119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -429119.343750 Penalty: 2696.620850
	Iteration 81Q: 3 clusters Score -429119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -429120.062500 Penalty: 2696.620850
	Iteration 82Q: 3 clusters Score -429120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -429121.718750 Penalty: 2696.620850
	Iteration 83Q: 3 clusters Score -429121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -429121.781250 Penalty: 2696.620850
	Iteration 84Q: 3 clusters Score -429121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -429123.312500 Penalty: 2696.620850
	Iteration 85Q: 3 clusters Score -429123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -429128.531250 Penalty: 2696.620850
	Iteration 86Q: 3 clusters Score -429128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -429132.812500 Penalty: 2696.620850
	Iteration 87Q: 3 clusters Score -429132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -429135.375000 Penalty: 2696.620850
	Iteration 88Q: 3 clusters Score -429135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -429139.187500 Penalty: 2696.620850
	Iteration 89Q: 3 clusters Score -429139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -429143.406250 Penalty: 2696.620850
	Iteration 90Q: 3 clusters Score -429143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -429146.656250 Penalty: 2696.620850
	Iteration 91Q: 3 clusters Score -429146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -429147.562500 Penalty: 2696.620850
	Iteration 92Q: 3 clusters Score -429147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -429149.937500 Penalty: 2696.620850
	Iteration 93Q: 3 clusters Score -429149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -429153.343750 Penalty: 2696.620850
	Iteration 94Q: 3 clusters Score -429153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -429155.187500 Penalty: 2696.620850
	Iteration 95Q: 3 clusters Score -429155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -429156.937500 Penalty: 2696.620850
	Iteration 96Q: 3 clusters Score -429156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -429156.937500 Penalty: 2696.620850
	Iteration 97F: 3 clusters Score -429156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (346939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346939 members 
Entering Unmasked Estep 
Score: -35194760.000000 Penalty: 2072.997070
	Iteration 0F: 2 clusters Score -3.519476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173500 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -34973388.000000 Penalty: 4145.994141
	Iteration 0F: 3 clusters Score -3.497339e+07 nChanged 169385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171417 members 
Mstep: Class 2 contains 175522 members 
Entering Unmasked Estep 
Score: -35075628.000000 Penalty: 4145.994141
	Iteration 1F: 3 clusters Score -3.507563e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 176084 members 
Entering Unmasked Estep 
Score: -35077696.000000 Penalty: 4145.994141
	Iteration 2Q: 3 clusters Score -3.50777e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170280 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -35080656.000000 Penalty: 4145.994141
	Iteration 3Q: 3 clusters Score -3.508066e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 177124 members 
Entering Unmasked Estep 
Score: -35084576.000000 Penalty: 4145.994141
	Iteration 4Q: 3 clusters Score -3.508458e+07 nChanged 14824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Mstep: Class 2 contains 177294 members 
Entering Unmasked Estep 
Score: -35091044.000000 Penalty: 4145.994141
	Iteration 5Q: 3 clusters Score -3.509104e+07 nChanged 17888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169783 members 
Mstep: Class 2 contains 177156 members 
Entering Unmasked Estep 
Score: -35101324.000000 Penalty: 4145.994141
	Iteration 6F: 3 clusters Score -3.510132e+07 nChanged 21523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -35116960.000000 Penalty: 4145.994141
	Iteration 7F: 3 clusters Score -3.511696e+07 nChanged 23718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171684 members 
Mstep: Class 2 contains 175255 members 
Entering Unmasked Estep 
Score: -35135488.000000 Penalty: 4145.994141
	Iteration 8F: 3 clusters Score -3.513549e+07 nChanged 21741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173163 members 
Mstep: Class 2 contains 173776 members 
Entering Unmasked Estep 
Score: -35148736.000000 Penalty: 4145.994141
	Iteration 9F: 3 clusters Score -3.514874e+07 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173957 members 
Mstep: Class 2 contains 172982 members 
Entering Unmasked Estep 
Score: -35154352.000000 Penalty: 4145.994141
	Iteration 10Q: 3 clusters Score -3.515435e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174122 members 
Mstep: Class 2 contains 172817 members 
Entering Unmasked Estep 
Score: -35156012.000000 Penalty: 4145.994141
	Iteration 11Q: 3 clusters Score -3.515601e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 172975 members 
Entering Unmasked Estep 
Score: -35156940.000000 Penalty: 4145.994141
	Iteration 12Q: 3 clusters Score -3.515694e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173456 members 
Mstep: Class 2 contains 173483 members 
Entering Unmasked Estep 
Score: -35157392.000000 Penalty: 4145.994141
	Iteration 13Q: 3 clusters Score -3.515739e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172782 members 
Mstep: Class 2 contains 174157 members 
Entering Unmasked Estep 
Score: -35157712.000000 Penalty: 4145.994141
	Iteration 14Q: 3 clusters Score -3.515771e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 175049 members 
Entering Unmasked Estep 
Score: -35157908.000000 Penalty: 4145.994141
	Iteration 15Q: 3 clusters Score -3.515791e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170827 members 
Mstep: Class 2 contains 176112 members 
Entering Unmasked Estep 
Score: -35158052.000000 Penalty: 4145.994141
	Iteration 16Q: 3 clusters Score -3.515805e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169532 members 
Mstep: Class 2 contains 177407 members 
Entering Unmasked Estep 
Score: -35158264.000000 Penalty: 4145.994141
	Iteration 17Q: 3 clusters Score -3.515826e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 178863 members 
Entering Unmasked Estep 
Score: -35158520.000000 Penalty: 4145.994141
	Iteration 18Q: 3 clusters Score -3.515852e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166433 members 
Mstep: Class 2 contains 180506 members 
Entering Unmasked Estep 
Score: -35158728.000000 Penalty: 4145.994141
	Iteration 19Q: 3 clusters Score -3.515873e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164765 members 
Mstep: Class 2 contains 182174 members 
Entering Unmasked Estep 
Score: -35158844.000000 Penalty: 4145.994141
	Iteration 20F: 3 clusters Score -3.515884e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163036 members 
Mstep: Class 2 contains 183903 members 
Entering Unmasked Estep 
Score: -35159140.000000 Penalty: 4145.994141
	Iteration 21Q: 3 clusters Score -3.515914e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 185626 members 
Entering Unmasked Estep 
Score: -35159136.000000 Penalty: 4145.994141
	Iteration 22Q: 3 clusters Score -3.515914e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159577 members 
Mstep: Class 2 contains 187362 members 
Entering Unmasked Estep 
Score: -35159004.000000 Penalty: 4145.994141
	Iteration 23Q: 3 clusters Score -3.5159e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157750 members 
Mstep: Class 2 contains 189189 members 
Entering Unmasked Estep 
Score: -35159048.000000 Penalty: 4145.994141
	Iteration 24Q: 3 clusters Score -3.515905e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155924 members 
Mstep: Class 2 contains 191015 members 
Entering Unmasked Estep 
Score: -35159068.000000 Penalty: 4145.994141
	Iteration 25Q: 3 clusters Score -3.515907e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154073 members 
Mstep: Class 2 contains 192866 members 
Entering Unmasked Estep 
Score: -35158868.000000 Penalty: 4145.994141
	Iteration 26Q: 3 clusters Score -3.515887e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 194735 members 
Entering Unmasked Estep 
Score: -35158772.000000 Penalty: 4145.994141
	Iteration 27Q: 3 clusters Score -3.515877e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 196538 members 
Entering Unmasked Estep 
Score: -35158752.000000 Penalty: 4145.994141
	Iteration 28Q: 3 clusters Score -3.515875e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148535 members 
Mstep: Class 2 contains 198404 members 
Entering Unmasked Estep 
Score: -35158720.000000 Penalty: 4145.994141
	Iteration 29Q: 3 clusters Score -3.515872e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146623 members 
Mstep: Class 2 contains 200316 members 
Entering Unmasked Estep 
Score: -35158780.000000 Penalty: 4145.994141
	Iteration 30Q: 3 clusters Score -3.515878e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144611 members 
Mstep: Class 2 contains 202328 members 
Entering Unmasked Estep 
Score: -35158908.000000 Penalty: 4145.994141
	Iteration 31Q: 3 clusters Score -3.515891e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 204467 members 
Entering Unmasked Estep 
Score: -35158856.000000 Penalty: 4145.994141
	Iteration 32Q: 3 clusters Score -3.515886e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140223 members 
Mstep: Class 2 contains 206716 members 
Entering Unmasked Estep 
Score: -35158892.000000 Penalty: 4145.994141
	Iteration 33Q: 3 clusters Score -3.515889e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137872 members 
Mstep: Class 2 contains 209067 members 
Entering Unmasked Estep 
Score: -35158840.000000 Penalty: 4145.994141
	Iteration 34Q: 3 clusters Score -3.515884e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135459 members 
Mstep: Class 2 contains 211480 members 
Entering Unmasked Estep 
Score: -35158688.000000 Penalty: 4145.994141
	Iteration 35Q: 3 clusters Score -3.515869e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132942 members 
Mstep: Class 2 contains 213997 members 
Entering Unmasked Estep 
Score: -35158720.000000 Penalty: 4145.994141
	Iteration 36Q: 3 clusters Score -3.515872e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130458 members 
Mstep: Class 2 contains 216481 members 
Entering Unmasked Estep 
Score: -35158548.000000 Penalty: 4145.994141
	Iteration 37Q: 3 clusters Score -3.515855e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128017 members 
Mstep: Class 2 contains 218922 members 
Entering Unmasked Estep 
Score: -35158488.000000 Penalty: 4145.994141
	Iteration 38Q: 3 clusters Score -3.515849e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125361 members 
Mstep: Class 2 contains 221578 members 
Entering Unmasked Estep 
Score: -35158524.000000 Penalty: 4145.994141
	Iteration 39Q: 3 clusters Score -3.515852e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122638 members 
Mstep: Class 2 contains 224301 members 
Entering Unmasked Estep 
Score: -35158608.000000 Penalty: 4145.994141
	Iteration 40F: 3 clusters Score -3.515861e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 226916 members 
Entering Unmasked Estep 
Score: -35158464.000000 Penalty: 4145.994141
	Iteration 41Q: 3 clusters Score -3.515846e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117320 members 
Mstep: Class 2 contains 229619 members 
Entering Unmasked Estep 
Score: -35158396.000000 Penalty: 4145.994141
	Iteration 42Q: 3 clusters Score -3.51584e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114660 members 
Mstep: Class 2 contains 232279 members 
Entering Unmasked Estep 
Score: -35158216.000000 Penalty: 4145.994141
	Iteration 43Q: 3 clusters Score -3.515822e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 234984 members 
Entering Unmasked Estep 
Score: -35158216.000000 Penalty: 4145.994141
	Iteration 44Q: 3 clusters Score -3.515822e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109221 members 
Mstep: Class 2 contains 237718 members 
Entering Unmasked Estep 
Score: -35158144.000000 Penalty: 4145.994141
	Iteration 45Q: 3 clusters Score -3.515814e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 2 contains 240613 members 
Entering Unmasked Estep 
Score: -35157936.000000 Penalty: 4145.994141
	Iteration 46Q: 3 clusters Score -3.515794e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 243460 members 
Entering Unmasked Estep 
Score: -35158032.000000 Penalty: 4145.994141
	Iteration 47Q: 3 clusters Score -3.515803e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100555 members 
Mstep: Class 2 contains 246384 members 
Entering Unmasked Estep 
Score: -35158196.000000 Penalty: 4145.994141
	Iteration 48Q: 3 clusters Score -3.51582e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 249413 members 
Entering Unmasked Estep 
Score: -35158496.000000 Penalty: 4145.994141
	Iteration 49Q: 3 clusters Score -3.51585e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 252361 members 
Entering Unmasked Estep 
Score: -35158496.000000 Penalty: 4145.994141
	Iteration 50Q: 3 clusters Score -3.51585e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 255225 members 
Entering Unmasked Estep 
Score: -35158608.000000 Penalty: 4145.994141
	Iteration 51Q: 3 clusters Score -3.515861e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88848 members 
Mstep: Class 2 contains 258091 members 
Entering Unmasked Estep 
Score: -35158648.000000 Penalty: 4145.994141
	Iteration 52Q: 3 clusters Score -3.515865e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 260948 members 
Entering Unmasked Estep 
Score: -35158688.000000 Penalty: 4145.994141
	Iteration 53Q: 3 clusters Score -3.515869e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 263798 members 
Entering Unmasked Estep 
Score: -35158832.000000 Penalty: 4145.994141
	Iteration 54Q: 3 clusters Score -3.515883e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 266554 members 
Entering Unmasked Estep 
Score: -35159020.000000 Penalty: 4145.994141
	Iteration 55Q: 3 clusters Score -3.515902e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 269341 members 
Entering Unmasked Estep 
Score: -35159300.000000 Penalty: 4145.994141
	Iteration 56Q: 3 clusters Score -3.51593e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 272085 members 
Entering Unmasked Estep 
Score: -35159580.000000 Penalty: 4145.994141
	Iteration 57Q: 3 clusters Score -3.515958e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 274898 members 
Entering Unmasked Estep 
Score: -35159952.000000 Penalty: 4145.994141
	Iteration 58Q: 3 clusters Score -3.515995e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 277731 members 
Entering Unmasked Estep 
Score: -35160352.000000 Penalty: 4145.994141
	Iteration 59Q: 3 clusters Score -3.516035e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 280478 members 
Entering Unmasked Estep 
Score: -35160544.000000 Penalty: 4145.994141
	Iteration 60F: 3 clusters Score -3.516054e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 283218 members 
Entering Unmasked Estep 
Score: -35160976.000000 Penalty: 4145.994141
	Iteration 61Q: 3 clusters Score -3.516098e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 285992 members 
Entering Unmasked Estep 
Score: -35161524.000000 Penalty: 4145.994141
	Iteration 62Q: 3 clusters Score -3.516152e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 288778 members 
Entering Unmasked Estep 
Score: -35162240.000000 Penalty: 4145.994141
	Iteration 63Q: 3 clusters Score -3.516224e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 291572 members 
Entering Unmasked Estep 
Score: -35163104.000000 Penalty: 4145.994141
	Iteration 64Q: 3 clusters Score -3.51631e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 294345 members 
Entering Unmasked Estep 
Score: -35163896.000000 Penalty: 4145.994141
	Iteration 65Q: 3 clusters Score -3.51639e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 297121 members 
Entering Unmasked Estep 
Score: -35164612.000000 Penalty: 4145.994141
	Iteration 66Q: 3 clusters Score -3.516461e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 299840 members 
Entering Unmasked Estep 
Score: -35165204.000000 Penalty: 4145.994141
	Iteration 67Q: 3 clusters Score -3.51652e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 302502 members 
Entering Unmasked Estep 
Score: -35166064.000000 Penalty: 4145.994141
	Iteration 68Q: 3 clusters Score -3.516606e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 305048 members 
Entering Unmasked Estep 
Score: -35166996.000000 Penalty: 4145.994141
	Iteration 69Q: 3 clusters Score -3.5167e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 307623 members 
Entering Unmasked Estep 
Score: -35169424.000000 Penalty: 4145.994141
	Iteration 70Q: 3 clusters Score -3.516942e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 310204 members 
Entering Unmasked Estep 
Score: -35172820.000000 Penalty: 4145.994141
	Iteration 71Q: 3 clusters Score -3.517282e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 312873 members 
Entering Unmasked Estep 
Score: -35175916.000000 Penalty: 4145.994141
	Iteration 72Q: 3 clusters Score -3.517592e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 315623 members 
Entering Unmasked Estep 
Score: -35178960.000000 Penalty: 4145.994141
	Iteration 73Q: 3 clusters Score -3.517896e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 318282 members 
Entering Unmasked Estep 
Score: -35181756.000000 Penalty: 4145.994141
	Iteration 74Q: 3 clusters Score -3.518176e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 320922 members 
Entering Unmasked Estep 
Score: -35184432.000000 Penalty: 4145.994141
	Iteration 75Q: 3 clusters Score -3.518443e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 323442 members 
Entering Unmasked Estep 
Score: -35186880.000000 Penalty: 4145.994141
	Iteration 76Q: 3 clusters Score -3.518688e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 325862 members 
Entering Unmasked Estep 
Score: -35188948.000000 Penalty: 4145.994141
	Iteration 77Q: 3 clusters Score -3.518895e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 328096 members 
Entering Unmasked Estep 
Score: -35190504.000000 Penalty: 4145.994141
	Iteration 78Q: 3 clusters Score -3.51905e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 330099 members 
Entering Unmasked Estep 
Score: -35191960.000000 Penalty: 4145.994141
	Iteration 79Q: 3 clusters Score -3.519196e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 332007 members 
Entering Unmasked Estep 
Score: -35192696.000000 Penalty: 4145.994141
	Iteration 80F: 3 clusters Score -3.51927e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 333691 members 
Entering Unmasked Estep 
Score: -35193328.000000 Penalty: 4145.994141
	Iteration 81Q: 3 clusters Score -3.519333e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 335199 members 
Entering Unmasked Estep 
Score: -35193468.000000 Penalty: 4145.994141
	Iteration 82Q: 3 clusters Score -3.519347e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 336555 members 
Entering Unmasked Estep 
Score: -35193640.000000 Penalty: 4145.994141
	Iteration 83Q: 3 clusters Score -3.519364e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 337742 members 
Entering Unmasked Estep 
Score: -35193680.000000 Penalty: 4145.994141
	Iteration 84Q: 3 clusters Score -3.519368e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 338715 members 
Entering Unmasked Estep 
Score: -35193740.000000 Penalty: 4145.994141
	Iteration 85Q: 3 clusters Score -3.519374e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 339561 members 
Entering Unmasked Estep 
Score: -35193864.000000 Penalty: 4145.994141
	Iteration 86Q: 3 clusters Score -3.519386e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 340316 members 
Entering Unmasked Estep 
Score: -35193884.000000 Penalty: 4145.994141
	Iteration 87Q: 3 clusters Score -3.519388e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 340936 members 
Entering Unmasked Estep 
Score: -35193780.000000 Penalty: 4145.994141
	Iteration 88Q: 3 clusters Score -3.519378e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 341509 members 
Entering Unmasked Estep 
Score: -35193688.000000 Penalty: 4145.994141
	Iteration 89Q: 3 clusters Score -3.519369e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 342039 members 
Entering Unmasked Estep 
Score: -35193556.000000 Penalty: 4145.994141
	Iteration 90Q: 3 clusters Score -3.519356e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 342500 members 
Entering Unmasked Estep 
Score: -35193564.000000 Penalty: 4145.994141
	Iteration 91Q: 3 clusters Score -3.519356e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 342925 members 
Entering Unmasked Estep 
Score: -35193464.000000 Penalty: 4145.994141
	Iteration 92Q: 3 clusters Score -3.519346e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 343322 members 
Entering Unmasked Estep 
Score: -35193536.000000 Penalty: 4145.994141
	Iteration 93Q: 3 clusters Score -3.519354e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 343671 members 
Entering Unmasked Estep 
Score: -35193608.000000 Penalty: 4145.994141
	Iteration 94Q: 3 clusters Score -3.519361e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 343978 members 
Entering Unmasked Estep 
Score: -35193608.000000 Penalty: 4145.994141
	Iteration 95Q: 3 clusters Score -3.519361e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 344249 members 
Entering Unmasked Estep 
Score: -35193584.000000 Penalty: 4145.994141
	Iteration 96Q: 3 clusters Score -3.519358e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 344494 members 
Entering Unmasked Estep 
Score: -35193536.000000 Penalty: 4145.994141
	Iteration 97Q: 3 clusters Score -3.519354e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 344695 members 
Entering Unmasked Estep 
Score: -35193512.000000 Penalty: 4145.994141
	Iteration 98Q: 3 clusters Score -3.519351e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 344870 members 
Entering Unmasked Estep 
Score: -35193444.000000 Penalty: 4145.994141
	Iteration 99Q: 3 clusters Score -3.519344e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 345018 members 
Entering Unmasked Estep 
Score: -35193416.000000 Penalty: 4145.994141
	Iteration 100F: 3 clusters Score -3.519342e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 345157 members 
Entering Unmasked Estep 
Score: -35193304.000000 Penalty: 4145.994141
	Iteration 101Q: 3 clusters Score -3.51933e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 345256 members 
Entering Unmasked Estep 
Score: -35193320.000000 Penalty: 4145.994141
	Iteration 102Q: 3 clusters Score -3.519332e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 345345 members 
Entering Unmasked Estep 
Score: -35193300.000000 Penalty: 4145.994141
	Iteration 103Q: 3 clusters Score -3.51933e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 345406 members 
Entering Unmasked Estep 
Score: -35193268.000000 Penalty: 4145.994141
	Iteration 104Q: 3 clusters Score -3.519327e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 345461 members 
Entering Unmasked Estep 
Score: -35193240.000000 Penalty: 4145.994141
	Iteration 105Q: 3 clusters Score -3.519324e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 345515 members 
Entering Unmasked Estep 
Score: -35193224.000000 Penalty: 4145.994141
	Iteration 106Q: 3 clusters Score -3.519322e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 345571 members 
Entering Unmasked Estep 
Score: -35193228.000000 Penalty: 4145.994141
	Iteration 107Q: 3 clusters Score -3.519323e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 345621 members 
Entering Unmasked Estep 
Score: -35193280.000000 Penalty: 4145.994141
	Iteration 108Q: 3 clusters Score -3.519328e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 345659 members 
Entering Unmasked Estep 
Score: -35193276.000000 Penalty: 4145.994141
	Iteration 109Q: 3 clusters Score -3.519328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 345696 members 
Entering Unmasked Estep 
Score: -35193304.000000 Penalty: 4145.994141
	Iteration 110Q: 3 clusters Score -3.51933e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 345728 members 
Entering Unmasked Estep 
Score: -35193300.000000 Penalty: 4145.994141
	Iteration 111Q: 3 clusters Score -3.51933e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 345755 members 
Entering Unmasked Estep 
Score: -35193344.000000 Penalty: 4145.994141
	Iteration 112Q: 3 clusters Score -3.519334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 345783 members 
Entering Unmasked Estep 
Score: -35193340.000000 Penalty: 4145.994141
	Iteration 113Q: 3 clusters Score -3.519334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 345813 members 
Entering Unmasked Estep 
Score: -35193352.000000 Penalty: 4145.994141
	Iteration 114Q: 3 clusters Score -3.519335e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 345841 members 
Entering Unmasked Estep 
Score: -35193344.000000 Penalty: 4145.994141
	Iteration 115Q: 3 clusters Score -3.519334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 345859 members 
Entering Unmasked Estep 
Score: -35193344.000000 Penalty: 4145.994141
	Iteration 116Q: 3 clusters Score -3.519334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 345875 members 
Entering Unmasked Estep 
Score: -35193336.000000 Penalty: 4145.994141
	Iteration 117Q: 3 clusters Score -3.519334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 345884 members 
Entering Unmasked Estep 
Score: -35193324.000000 Penalty: 4145.994141
	Iteration 118Q: 3 clusters Score -3.519332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 345889 members 
Entering Unmasked Estep 
Score: -35193320.000000 Penalty: 4145.994141
	Iteration 119Q: 3 clusters Score -3.519332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 345893 members 
Entering Unmasked Estep 
Score: -35193328.000000 Penalty: 4145.994141
	Iteration 120F: 3 clusters Score -3.519333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 345895 members 
Entering Unmasked Estep 
Score: -35193348.000000 Penalty: 4145.994141
	Iteration 121Q: 3 clusters Score -3.519335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 345899 members 
Entering Unmasked Estep 
Score: -35193340.000000 Penalty: 4145.994141
	Iteration 122Q: 3 clusters Score -3.519334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 345909 members 
Entering Unmasked Estep 
Score: -35193296.000000 Penalty: 4145.994141
	Iteration 123Q: 3 clusters Score -3.51933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 345919 members 
Entering Unmasked Estep 
Score: -35193304.000000 Penalty: 4145.994141
	Iteration 124Q: 3 clusters Score -3.51933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 345925 members 
Entering Unmasked Estep 
Score: -35193308.000000 Penalty: 4145.994141
	Iteration 125Q: 3 clusters Score -3.519331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 345930 members 
Entering Unmasked Estep 
Score: -35193308.000000 Penalty: 4145.994141
	Iteration 126Q: 3 clusters Score -3.519331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 345936 members 
Entering Unmasked Estep 
Score: -35193312.000000 Penalty: 4145.994141
	Iteration 127Q: 3 clusters Score -3.519331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 345939 members 
Entering Unmasked Estep 
Score: -35193320.000000 Penalty: 4145.994141
	Iteration 128Q: 3 clusters Score -3.519332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 345943 members 
Entering Unmasked Estep 
Score: -35193308.000000 Penalty: 4145.994141
	Iteration 129Q: 3 clusters Score -3.519331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 345943 members 
Entering Unmasked Estep 
Score: -35193304.000000 Penalty: 4145.994141
	Iteration 130Q: 3 clusters Score -3.51933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 345943 members 
Entering Unmasked Estep 
Score: -35193304.000000 Penalty: 4145.994141
	Iteration 131F: 3 clusters Score -3.51933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Entering Unmasked Estep 
Score: -6575384.000000 Penalty: 1797.069580
	Iteration 0F: 2 clusters Score -6575384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -6533135.000000 Penalty: 3594.139160
	Iteration 0F: 3 clusters Score -6533135 nChanged 29916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -6550876.000000 Penalty: 3594.139160
	Iteration 1F: 3 clusters Score -6550876 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -6552235.000000 Penalty: 3594.139160
	Iteration 2Q: 3 clusters Score -6552235 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -6554097.500000 Penalty: 3594.139160
	Iteration 3F: 3 clusters Score -6554098 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -6557013.500000 Penalty: 3594.139160
	Iteration 4F: 3 clusters Score -6557014 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -6560920.500000 Penalty: 3594.139160
	Iteration 5F: 3 clusters Score -6560920 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -6565293.500000 Penalty: 3594.139160
	Iteration 6F: 3 clusters Score -6565294 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -6569244.000000 Penalty: 3594.139160
	Iteration 7F: 3 clusters Score -6569244 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6571756.000000 Penalty: 3594.139160
	Iteration 8Q: 3 clusters Score -6571756 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6572940.000000 Penalty: 3594.139160
	Iteration 9Q: 3 clusters Score -6572940 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6573421.500000 Penalty: 3594.139160
	Iteration 10Q: 3 clusters Score -6573422 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6573583.000000 Penalty: 3594.139160
	Iteration 11Q: 3 clusters Score -6573583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6573682.000000 Penalty: 3594.139160
	Iteration 12Q: 3 clusters Score -6573682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6573721.500000 Penalty: 3594.139160
	Iteration 13Q: 3 clusters Score -6573722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6573746.500000 Penalty: 3594.139160
	Iteration 14Q: 3 clusters Score -6573746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6573761.500000 Penalty: 3594.139160
	Iteration 15Q: 3 clusters Score -6573762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6573777.500000 Penalty: 3594.139160
	Iteration 16Q: 3 clusters Score -6573778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6573787.000000 Penalty: 3594.139160
	Iteration 17Q: 3 clusters Score -6573787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6573791.500000 Penalty: 3594.139160
	Iteration 18Q: 3 clusters Score -6573792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6573796.500000 Penalty: 3594.139160
	Iteration 19Q: 3 clusters Score -6573796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6573800.500000 Penalty: 3594.139160
	Iteration 20F: 3 clusters Score -6573800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6573808.000000 Penalty: 3594.139160
	Iteration 21Q: 3 clusters Score -6573808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6573808.000000 Penalty: 3594.139160
	Iteration 22F: 3 clusters Score -6573808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Entering Unmasked Estep 
Score: -5081402.000000 Penalty: 1756.317871
	Iteration 0F: 2 clusters Score -5081402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -5048440.000000 Penalty: 3512.635742
	Iteration 0F: 3 clusters Score -5048440 nChanged 23089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -5061691.500000 Penalty: 3512.635742
	Iteration 1F: 3 clusters Score -5061692 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -5062373.500000 Penalty: 3512.635742
	Iteration 2Q: 3 clusters Score -5062374 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -5063339.500000 Penalty: 3512.635742
	Iteration 3Q: 3 clusters Score -5063340 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -5064663.000000 Penalty: 3512.635742
	Iteration 4F: 3 clusters Score -5064663 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -5066292.000000 Penalty: 3512.635742
	Iteration 5F: 3 clusters Score -5066292 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -5068262.500000 Penalty: 3512.635742
	Iteration 6F: 3 clusters Score -5068262 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -5070371.000000 Penalty: 3512.635742
	Iteration 7F: 3 clusters Score -5070371 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -5072578.500000 Penalty: 3512.635742
	Iteration 8F: 3 clusters Score -5072578 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -5074517.000000 Penalty: 3512.635742
	Iteration 9F: 3 clusters Score -5074517 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -5076049.500000 Penalty: 3512.635742
	Iteration 10Q: 3 clusters Score -5076050 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -5077051.500000 Penalty: 3512.635742
	Iteration 11Q: 3 clusters Score -5077052 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5077696.000000 Penalty: 3512.635742
	Iteration 12Q: 3 clusters Score -5077696 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5078162.500000 Penalty: 3512.635742
	Iteration 13Q: 3 clusters Score -5078162 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -5078525.500000 Penalty: 3512.635742
	Iteration 14Q: 3 clusters Score -5078526 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -5078834.500000 Penalty: 3512.635742
	Iteration 15Q: 3 clusters Score -5078834 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5079061.500000 Penalty: 3512.635742
	Iteration 16Q: 3 clusters Score -5079062 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -5079252.500000 Penalty: 3512.635742
	Iteration 17Q: 3 clusters Score -5079252 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -5079405.000000 Penalty: 3512.635742
	Iteration 18Q: 3 clusters Score -5079405 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -5079546.000000 Penalty: 3512.635742
	Iteration 19Q: 3 clusters Score -5079546 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -5079678.000000 Penalty: 3512.635742
	Iteration 20F: 3 clusters Score -5079678 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -5079798.000000 Penalty: 3512.635742
	Iteration 21Q: 3 clusters Score -5079798 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -5079862.500000 Penalty: 3512.635742
	Iteration 22Q: 3 clusters Score -5079862 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -5079928.000000 Penalty: 3512.635742
	Iteration 23Q: 3 clusters Score -5079928 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -5079943.000000 Penalty: 3512.635742
	Iteration 24Q: 3 clusters Score -5079943 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -5080011.000000 Penalty: 3512.635742
	Iteration 25Q: 3 clusters Score -5080011 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -5080053.000000 Penalty: 3512.635742
	Iteration 26Q: 3 clusters Score -5080053 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -5080094.500000 Penalty: 3512.635742
	Iteration 27Q: 3 clusters Score -5080094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -5080115.500000 Penalty: 3512.635742
	Iteration 28Q: 3 clusters Score -5080116 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -5080145.000000 Penalty: 3512.635742
	Iteration 29Q: 3 clusters Score -5080145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -5080167.000000 Penalty: 3512.635742
	Iteration 30Q: 3 clusters Score -5080167 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -5080194.000000 Penalty: 3512.635742
	Iteration 31Q: 3 clusters Score -5080194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -5080206.500000 Penalty: 3512.635742
	Iteration 32Q: 3 clusters Score -5080206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -5080224.500000 Penalty: 3512.635742
	Iteration 33Q: 3 clusters Score -5080224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5080239.500000 Penalty: 3512.635742
	Iteration 34Q: 3 clusters Score -5080240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -5080258.500000 Penalty: 3512.635742
	Iteration 35Q: 3 clusters Score -5080258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -5080258.500000 Penalty: 3512.635742
	Iteration 36Q: 3 clusters Score -5080258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -5080269.000000 Penalty: 3512.635742
	Iteration 37Q: 3 clusters Score -5080269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -5080273.500000 Penalty: 3512.635742
	Iteration 38Q: 3 clusters Score -5080274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -5080271.000000 Penalty: 3512.635742
	Iteration 39Q: 3 clusters Score -5080271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -5080273.000000 Penalty: 3512.635742
	Iteration 40F: 3 clusters Score -5080273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -5080280.000000 Penalty: 3512.635742
	Iteration 41Q: 3 clusters Score -5080280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -5080295.000000 Penalty: 3512.635742
	Iteration 42Q: 3 clusters Score -5080295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -5080291.000000 Penalty: 3512.635742
	Iteration 43Q: 3 clusters Score -5080291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -5080295.000000 Penalty: 3512.635742
	Iteration 44Q: 3 clusters Score -5080295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -5080292.500000 Penalty: 3512.635742
	Iteration 45Q: 3 clusters Score -5080292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -5080293.000000 Penalty: 3512.635742
	Iteration 46Q: 3 clusters Score -5080293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -5080298.500000 Penalty: 3512.635742
	Iteration 47Q: 3 clusters Score -5080298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -5080300.000000 Penalty: 3512.635742
	Iteration 48Q: 3 clusters Score -5080300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -5080309.000000 Penalty: 3512.635742
	Iteration 49Q: 3 clusters Score -5080309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -5080309.000000 Penalty: 3512.635742
	Iteration 50Q: 3 clusters Score -5080309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -5080306.000000 Penalty: 3512.635742
	Iteration 51Q: 3 clusters Score -5080306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -5080307.500000 Penalty: 3512.635742
	Iteration 52Q: 3 clusters Score -5080308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -5080307.000000 Penalty: 3512.635742
	Iteration 53Q: 3 clusters Score -5080307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -5080307.500000 Penalty: 3512.635742
	Iteration 54Q: 3 clusters Score -5080308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -5080304.500000 Penalty: 3512.635742
	Iteration 55Q: 3 clusters Score -5080304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -5080301.000000 Penalty: 3512.635742
	Iteration 56Q: 3 clusters Score -5080301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -5080297.000000 Penalty: 3512.635742
	Iteration 57Q: 3 clusters Score -5080297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -5080304.000000 Penalty: 3512.635742
	Iteration 58Q: 3 clusters Score -5080304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -5080302.500000 Penalty: 3512.635742
	Iteration 59Q: 3 clusters Score -5080302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -5080299.500000 Penalty: 3512.635742
	Iteration 60F: 3 clusters Score -5080300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -5080303.000000 Penalty: 3512.635742
	Iteration 61Q: 3 clusters Score -5080303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -5080299.000000 Penalty: 3512.635742
	Iteration 62Q: 3 clusters Score -5080299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -5080296.500000 Penalty: 3512.635742
	Iteration 63Q: 3 clusters Score -5080296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -5080296.500000 Penalty: 3512.635742
	Iteration 64F: 3 clusters Score -5080296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Entering Unmasked Estep 
Score: -6546219.500000 Penalty: 1805.204346
	Iteration 0F: 2 clusters Score -6546220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -6501746.000000 Penalty: 3610.408691
	Iteration 0F: 3 clusters Score -6501746 nChanged 31558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -6520590.500000 Penalty: 3610.408691
	Iteration 1F: 3 clusters Score -6520590 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -6523863.500000 Penalty: 3610.408691
	Iteration 2F: 3 clusters Score -6523864 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -6529411.000000 Penalty: 3610.408691
	Iteration 3F: 3 clusters Score -6529411 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -6535908.000000 Penalty: 3610.408691
	Iteration 4F: 3 clusters Score -6535908 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -6541302.000000 Penalty: 3610.408691
	Iteration 5F: 3 clusters Score -6541302 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -6544848.500000 Penalty: 3610.408691
	Iteration 6F: 3 clusters Score -6544848 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -6547341.000000 Penalty: 3610.408691
	Iteration 7Q: 3 clusters Score -6547341 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -6549175.500000 Penalty: 3610.408691
	Iteration 8Q: 3 clusters Score -6549176 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -6550721.500000 Penalty: 3610.408691
	Iteration 9Q: 3 clusters Score -6550722 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -6551382.500000 Penalty: 3610.408691
	Iteration 10Q: 3 clusters Score -6551382 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -6551661.500000 Penalty: 3610.408691
	Iteration 11Q: 3 clusters Score -6551662 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -6551784.500000 Penalty: 3610.408691
	Iteration 12Q: 3 clusters Score -6551784 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -6551817.500000 Penalty: 3610.408691
	Iteration 13Q: 3 clusters Score -6551818 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -6551848.500000 Penalty: 3610.408691
	Iteration 14Q: 3 clusters Score -6551848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -6551886.000000 Penalty: 3610.408691
	Iteration 15Q: 3 clusters Score -6551886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -6551891.500000 Penalty: 3610.408691
	Iteration 16Q: 3 clusters Score -6551892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -6551910.500000 Penalty: 3610.408691
	Iteration 17Q: 3 clusters Score -6551910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -6551921.500000 Penalty: 3610.408691
	Iteration 18Q: 3 clusters Score -6551922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -6551928.000000 Penalty: 3610.408691
	Iteration 19Q: 3 clusters Score -6551928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -6551932.500000 Penalty: 3610.408691
	Iteration 20F: 3 clusters Score -6551932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -6551950.000000 Penalty: 3610.408691
	Iteration 21Q: 3 clusters Score -6551950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -6551938.000000 Penalty: 3610.408691
	Iteration 22Q: 3 clusters Score -6551938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -6551938.000000 Penalty: 3610.408691
	Iteration 23Q: 3 clusters Score -6551938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -6551943.500000 Penalty: 3610.408691
	Iteration 24Q: 3 clusters Score -6551944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -6551948.000000 Penalty: 3610.408691
	Iteration 25Q: 3 clusters Score -6551948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -6551943.500000 Penalty: 3610.408691
	Iteration 26Q: 3 clusters Score -6551944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -6551947.000000 Penalty: 3610.408691
	Iteration 27Q: 3 clusters Score -6551947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -6551941.000000 Penalty: 3610.408691
	Iteration 28Q: 3 clusters Score -6551941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -6551941.000000 Penalty: 3610.408691
	Iteration 29F: 3 clusters Score -6551941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 63491 members 
Mstep: Class 5 contains 346939 members 
Mstep: Class 6 contains 63506 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 12 contains 57805 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 261265 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 31555 members 
Mstep: Class 18 contains 21249 members 
Mstep: Class 19 contains 32328 members 
Entering Unmasked Estep 
Score: -94110920.000000 Penalty: 29056.449219
Splitting cluster 10 changes total score from -94104920.000000 to -94110920.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 12 (57805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Entering Unmasked Estep 
Score: -5968452.500000 Penalty: 1781.784912
	Iteration 0F: 2 clusters Score -5968452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -5929638.500000 Penalty: 3563.569824
	Iteration 0F: 3 clusters Score -5929638 nChanged 27257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -5945206.500000 Penalty: 3563.569824
	Iteration 1F: 3 clusters Score -5945206 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -5945947.500000 Penalty: 3563.569824
	Iteration 2Q: 3 clusters Score -5945948 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -5946984.000000 Penalty: 3563.569824
	Iteration 3Q: 3 clusters Score -5946984 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -5948282.500000 Penalty: 3563.569824
	Iteration 4Q: 3 clusters Score -5948282 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -5949828.000000 Penalty: 3563.569824
	Iteration 5F: 3 clusters Score -5949828 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -5951903.500000 Penalty: 3563.569824
	Iteration 6F: 3 clusters Score -5951904 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -5954571.500000 Penalty: 3563.569824
	Iteration 7F: 3 clusters Score -5954572 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -5957472.500000 Penalty: 3563.569824
	Iteration 8F: 3 clusters Score -5957472 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5959672.500000 Penalty: 3563.569824
	Iteration 9F: 3 clusters Score -5959672 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -5960668.500000 Penalty: 3563.569824
	Iteration 10Q: 3 clusters Score -5960668 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -5961067.000000 Penalty: 3563.569824
	Iteration 11Q: 3 clusters Score -5961067 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5961230.000000 Penalty: 3563.569824
	Iteration 12Q: 3 clusters Score -5961230 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5961355.500000 Penalty: 3563.569824
	Iteration 13Q: 3 clusters Score -5961356 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5961502.500000 Penalty: 3563.569824
	Iteration 14Q: 3 clusters Score -5961502 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5961691.000000 Penalty: 3563.569824
	Iteration 15Q: 3 clusters Score -5961691 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -5961861.500000 Penalty: 3563.569824
	Iteration 16Q: 3 clusters Score -5961862 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -5962018.500000 Penalty: 3563.569824
	Iteration 17Q: 3 clusters Score -5962018 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5962191.000000 Penalty: 3563.569824
	Iteration 18Q: 3 clusters Score -5962191 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5962352.000000 Penalty: 3563.569824
	Iteration 19Q: 3 clusters Score -5962352 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -5962514.000000 Penalty: 3563.569824
	Iteration 20F: 3 clusters Score -5962514 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5962633.500000 Penalty: 3563.569824
	Iteration 21Q: 3 clusters Score -5962634 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -5962780.500000 Penalty: 3563.569824
	Iteration 22Q: 3 clusters Score -5962780 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -5962898.000000 Penalty: 3563.569824
	Iteration 23Q: 3 clusters Score -5962898 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -5963017.500000 Penalty: 3563.569824
	Iteration 24Q: 3 clusters Score -5963018 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -5963160.000000 Penalty: 3563.569824
	Iteration 25Q: 3 clusters Score -5963160 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -5963249.500000 Penalty: 3563.569824
	Iteration 26Q: 3 clusters Score -5963250 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5963403.500000 Penalty: 3563.569824
	Iteration 27Q: 3 clusters Score -5963404 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -5963515.500000 Penalty: 3563.569824
	Iteration 28Q: 3 clusters Score -5963516 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -5963644.000000 Penalty: 3563.569824
	Iteration 29Q: 3 clusters Score -5963644 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -5963782.500000 Penalty: 3563.569824
	Iteration 30Q: 3 clusters Score -5963782 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -5963915.500000 Penalty: 3563.569824
	Iteration 31Q: 3 clusters Score -5963916 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -5964051.000000 Penalty: 3563.569824
	Iteration 32Q: 3 clusters Score -5964051 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5964142.000000 Penalty: 3563.569824
	Iteration 33Q: 3 clusters Score -5964142 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -5964254.500000 Penalty: 3563.569824
	Iteration 34Q: 3 clusters Score -5964254 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -5964412.500000 Penalty: 3563.569824
	Iteration 35Q: 3 clusters Score -5964412 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5964544.000000 Penalty: 3563.569824
	Iteration 36Q: 3 clusters Score -5964544 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -5964653.000000 Penalty: 3563.569824
	Iteration 37Q: 3 clusters Score -5964653 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -5964784.000000 Penalty: 3563.569824
	Iteration 38Q: 3 clusters Score -5964784 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -5964911.500000 Penalty: 3563.569824
	Iteration 39Q: 3 clusters Score -5964912 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -5965006.500000 Penalty: 3563.569824
	Iteration 40F: 3 clusters Score -5965006 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -5965123.000000 Penalty: 3563.569824
	Iteration 41Q: 3 clusters Score -5965123 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -5965272.500000 Penalty: 3563.569824
	Iteration 42Q: 3 clusters Score -5965272 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -5965441.500000 Penalty: 3563.569824
	Iteration 43Q: 3 clusters Score -5965442 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -5965605.500000 Penalty: 3563.569824
	Iteration 44Q: 3 clusters Score -5965606 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -5965738.000000 Penalty: 3563.569824
	Iteration 45Q: 3 clusters Score -5965738 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -5965844.000000 Penalty: 3563.569824
	Iteration 46Q: 3 clusters Score -5965844 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -5965948.500000 Penalty: 3563.569824
	Iteration 47Q: 3 clusters Score -5965948 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5966033.500000 Penalty: 3563.569824
	Iteration 48Q: 3 clusters Score -5966034 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -5966141.500000 Penalty: 3563.569824
	Iteration 49Q: 3 clusters Score -5966142 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -5966239.000000 Penalty: 3563.569824
	Iteration 50Q: 3 clusters Score -5966239 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5966318.500000 Penalty: 3563.569824
	Iteration 51Q: 3 clusters Score -5966318 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -5966423.500000 Penalty: 3563.569824
	Iteration 52Q: 3 clusters Score -5966424 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -5966522.000000 Penalty: 3563.569824
	Iteration 53Q: 3 clusters Score -5966522 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -5966618.000000 Penalty: 3563.569824
	Iteration 54Q: 3 clusters Score -5966618 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5966717.000000 Penalty: 3563.569824
	Iteration 55Q: 3 clusters Score -5966717 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5966801.000000 Penalty: 3563.569824
	Iteration 56Q: 3 clusters Score -5966801 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5966877.000000 Penalty: 3563.569824
	Iteration 57Q: 3 clusters Score -5966877 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5966947.500000 Penalty: 3563.569824
	Iteration 58Q: 3 clusters Score -5966948 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -5967019.000000 Penalty: 3563.569824
	Iteration 59Q: 3 clusters Score -5967019 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5967083.500000 Penalty: 3563.569824
	Iteration 60F: 3 clusters Score -5967084 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5967128.500000 Penalty: 3563.569824
	Iteration 61Q: 3 clusters Score -5967128 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5967157.500000 Penalty: 3563.569824
	Iteration 62Q: 3 clusters Score -5967158 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5967190.500000 Penalty: 3563.569824
	Iteration 63Q: 3 clusters Score -5967190 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5967219.500000 Penalty: 3563.569824
	Iteration 64Q: 3 clusters Score -5967220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5967221.000000 Penalty: 3563.569824
	Iteration 65Q: 3 clusters Score -5967221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5967229.000000 Penalty: 3563.569824
	Iteration 66Q: 3 clusters Score -5967229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5967253.500000 Penalty: 3563.569824
	Iteration 67Q: 3 clusters Score -5967254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5967274.000000 Penalty: 3563.569824
	Iteration 68Q: 3 clusters Score -5967274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5967280.500000 Penalty: 3563.569824
	Iteration 69Q: 3 clusters Score -5967280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5967295.000000 Penalty: 3563.569824
	Iteration 70Q: 3 clusters Score -5967295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5967319.500000 Penalty: 3563.569824
	Iteration 71Q: 3 clusters Score -5967320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5967328.000000 Penalty: 3563.569824
	Iteration 72Q: 3 clusters Score -5967328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5967325.000000 Penalty: 3563.569824
	Iteration 73Q: 3 clusters Score -5967325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5967325.500000 Penalty: 3563.569824
	Iteration 74Q: 3 clusters Score -5967326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5967329.000000 Penalty: 3563.569824
	Iteration 75Q: 3 clusters Score -5967329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5967318.500000 Penalty: 3563.569824
	Iteration 76Q: 3 clusters Score -5967318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5967323.500000 Penalty: 3563.569824
	Iteration 77Q: 3 clusters Score -5967324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5967333.500000 Penalty: 3563.569824
	Iteration 78Q: 3 clusters Score -5967334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5967351.000000 Penalty: 3563.569824
	Iteration 79Q: 3 clusters Score -5967351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5967350.500000 Penalty: 3563.569824
	Iteration 80F: 3 clusters Score -5967350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5967356.500000 Penalty: 3563.569824
	Iteration 81Q: 3 clusters Score -5967356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5967354.000000 Penalty: 3563.569824
	Iteration 82Q: 3 clusters Score -5967354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5967360.500000 Penalty: 3563.569824
	Iteration 83Q: 3 clusters Score -5967360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5967360.000000 Penalty: 3563.569824
	Iteration 84Q: 3 clusters Score -5967360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5967376.000000 Penalty: 3563.569824
	Iteration 85Q: 3 clusters Score -5967376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5967387.000000 Penalty: 3563.569824
	Iteration 86Q: 3 clusters Score -5967387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5967386.000000 Penalty: 3563.569824
	Iteration 87Q: 3 clusters Score -5967386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5967387.500000 Penalty: 3563.569824
	Iteration 88Q: 3 clusters Score -5967388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5967389.000000 Penalty: 3563.569824
	Iteration 89Q: 3 clusters Score -5967389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5967386.500000 Penalty: 3563.569824
	Iteration 90Q: 3 clusters Score -5967386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5967385.000000 Penalty: 3563.569824
	Iteration 91Q: 3 clusters Score -5967385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5967390.500000 Penalty: 3563.569824
	Iteration 92Q: 3 clusters Score -5967390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5967390.000000 Penalty: 3563.569824
	Iteration 93Q: 3 clusters Score -5967390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5967383.500000 Penalty: 3563.569824
	Iteration 94Q: 3 clusters Score -5967384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5967386.000000 Penalty: 3563.569824
	Iteration 95Q: 3 clusters Score -5967386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5967387.000000 Penalty: 3563.569824
	Iteration 96Q: 3 clusters Score -5967387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5967391.500000 Penalty: 3563.569824
	Iteration 97Q: 3 clusters Score -5967392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5967394.500000 Penalty: 3563.569824
	Iteration 98Q: 3 clusters Score -5967394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5967399.000000 Penalty: 3563.569824
	Iteration 99Q: 3 clusters Score -5967399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5967399.500000 Penalty: 3563.569824
	Iteration 100F: 3 clusters Score -5967400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5967405.000000 Penalty: 3563.569824
	Iteration 101Q: 3 clusters Score -5967405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5967402.500000 Penalty: 3563.569824
	Iteration 102Q: 3 clusters Score -5967402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5967403.000000 Penalty: 3563.569824
	Iteration 103Q: 3 clusters Score -5967403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5967402.500000 Penalty: 3563.569824
	Iteration 104Q: 3 clusters Score -5967402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5967401.500000 Penalty: 3563.569824
	Iteration 105Q: 3 clusters Score -5967402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5967401.500000 Penalty: 3563.569824
	Iteration 106F: 3 clusters Score -5967402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -333403.281250 Penalty: 1313.289917
	Iteration 0F: 2 clusters Score -333403.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -330514.468750 Penalty: 2626.579834
	Iteration 0F: 3 clusters Score -330514.5 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -331212.218750 Penalty: 2626.579834
	Iteration 1F: 3 clusters Score -331212.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -331340.500000 Penalty: 2626.579834
	Iteration 2F: 3 clusters Score -331340.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -331419.906250 Penalty: 2626.579834
	Iteration 3Q: 3 clusters Score -331419.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -331482.312500 Penalty: 2626.579834
	Iteration 4Q: 3 clusters Score -331482.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -331533.125000 Penalty: 2626.579834
	Iteration 5Q: 3 clusters Score -331533.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -331581.812500 Penalty: 2626.579834
	Iteration 6Q: 3 clusters Score -331581.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -331614.031250 Penalty: 2626.579834
	Iteration 7Q: 3 clusters Score -331614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -331641.031250 Penalty: 2626.579834
	Iteration 8Q: 3 clusters Score -331641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -331664.843750 Penalty: 2626.579834
	Iteration 9Q: 3 clusters Score -331664.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -331690.031250 Penalty: 2626.579834
	Iteration 10Q: 3 clusters Score -331690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -331711.281250 Penalty: 2626.579834
	Iteration 11Q: 3 clusters Score -331711.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -331742.000000 Penalty: 2626.579834
	Iteration 12Q: 3 clusters Score -331742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -331767.625000 Penalty: 2626.579834
	Iteration 13Q: 3 clusters Score -331767.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -331791.968750 Penalty: 2626.579834
	Iteration 14Q: 3 clusters Score -331792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -331817.062500 Penalty: 2626.579834
	Iteration 15Q: 3 clusters Score -331817.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -331836.625000 Penalty: 2626.579834
	Iteration 16Q: 3 clusters Score -331836.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -331860.187500 Penalty: 2626.579834
	Iteration 17Q: 3 clusters Score -331860.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -331881.937500 Penalty: 2626.579834
	Iteration 18Q: 3 clusters Score -331881.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -331895.156250 Penalty: 2626.579834
	Iteration 19Q: 3 clusters Score -331895.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -331911.531250 Penalty: 2626.579834
	Iteration 20F: 3 clusters Score -331911.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -331932.375000 Penalty: 2626.579834
	Iteration 21Q: 3 clusters Score -331932.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -331954.656250 Penalty: 2626.579834
	Iteration 22Q: 3 clusters Score -331954.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -331970.156250 Penalty: 2626.579834
	Iteration 23Q: 3 clusters Score -331970.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -331985.687500 Penalty: 2626.579834
	Iteration 24Q: 3 clusters Score -331985.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -332006.500000 Penalty: 2626.579834
	Iteration 25Q: 3 clusters Score -332006.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -332038.312500 Penalty: 2626.579834
	Iteration 26Q: 3 clusters Score -332038.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -332061.906250 Penalty: 2626.579834
	Iteration 27Q: 3 clusters Score -332061.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -332081.250000 Penalty: 2626.579834
	Iteration 28Q: 3 clusters Score -332081.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -332099.250000 Penalty: 2626.579834
	Iteration 29Q: 3 clusters Score -332099.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -332113.781250 Penalty: 2626.579834
	Iteration 30Q: 3 clusters Score -332113.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -332119.968750 Penalty: 2626.579834
	Iteration 31Q: 3 clusters Score -332120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -332124.093750 Penalty: 2626.579834
	Iteration 32Q: 3 clusters Score -332124.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -332129.656250 Penalty: 2626.579834
	Iteration 33Q: 3 clusters Score -332129.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -332134.750000 Penalty: 2626.579834
	Iteration 34Q: 3 clusters Score -332134.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -332137.937500 Penalty: 2626.579834
	Iteration 35Q: 3 clusters Score -332137.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -332142.687500 Penalty: 2626.579834
	Iteration 36Q: 3 clusters Score -332142.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -332149.093750 Penalty: 2626.579834
	Iteration 37Q: 3 clusters Score -332149.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -332164.312500 Penalty: 2626.579834
	Iteration 38Q: 3 clusters Score -332164.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -332196.593750 Penalty: 2626.579834
	Iteration 39Q: 3 clusters Score -332196.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -332227.187500 Penalty: 2626.579834
	Iteration 40F: 3 clusters Score -332227.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -332262.375000 Penalty: 2626.579834
	Iteration 41Q: 3 clusters Score -332262.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -332310.812500 Penalty: 2626.579834
	Iteration 42Q: 3 clusters Score -332310.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -332350.781250 Penalty: 2626.579834
	Iteration 43Q: 3 clusters Score -332350.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -332389.531250 Penalty: 2626.579834
	Iteration 44Q: 3 clusters Score -332389.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -332425.562500 Penalty: 2626.579834
	Iteration 45Q: 3 clusters Score -332425.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -332465.468750 Penalty: 2626.579834
	Iteration 46Q: 3 clusters Score -332465.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -332498.812500 Penalty: 2626.579834
	Iteration 47Q: 3 clusters Score -332498.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -332519.625000 Penalty: 2626.579834
	Iteration 48Q: 3 clusters Score -332519.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -332541.500000 Penalty: 2626.579834
	Iteration 49Q: 3 clusters Score -332541.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -332562.562500 Penalty: 2626.579834
	Iteration 50Q: 3 clusters Score -332562.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -332580.406250 Penalty: 2626.579834
	Iteration 51Q: 3 clusters Score -332580.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -332593.312500 Penalty: 2626.579834
	Iteration 52Q: 3 clusters Score -332593.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -332604.937500 Penalty: 2626.579834
	Iteration 53Q: 3 clusters Score -332604.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -332620.781250 Penalty: 2626.579834
	Iteration 54Q: 3 clusters Score -332620.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -332637.593750 Penalty: 2626.579834
	Iteration 55Q: 3 clusters Score -332637.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -332647.687500 Penalty: 2626.579834
	Iteration 56Q: 3 clusters Score -332647.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -332659.218750 Penalty: 2626.579834
	Iteration 57Q: 3 clusters Score -332659.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -332666.218750 Penalty: 2626.579834
	Iteration 58Q: 3 clusters Score -332666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -332671.687500 Penalty: 2626.579834
	Iteration 59Q: 3 clusters Score -332671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -332675.531250 Penalty: 2626.579834
	Iteration 60F: 3 clusters Score -332675.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -332678.375000 Penalty: 2626.579834
	Iteration 61Q: 3 clusters Score -332678.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -332683.125000 Penalty: 2626.579834
	Iteration 62Q: 3 clusters Score -332683.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -332687.593750 Penalty: 2626.579834
	Iteration 63Q: 3 clusters Score -332687.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -332690.531250 Penalty: 2626.579834
	Iteration 64Q: 3 clusters Score -332690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -332691.968750 Penalty: 2626.579834
	Iteration 65Q: 3 clusters Score -332692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -332694.750000 Penalty: 2626.579834
	Iteration 66Q: 3 clusters Score -332694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -332695.156250 Penalty: 2626.579834
	Iteration 67Q: 3 clusters Score -332695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -332695.156250 Penalty: 2626.579834
	Iteration 68F: 3 clusters Score -332695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (261265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261265 members 
Entering Unmasked Estep 
Score: -26624474.000000 Penalty: 2026.909668
	Iteration 0F: 2 clusters Score -2.662447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130231 members 
Mstep: Class 2 contains 131034 members 
Entering Unmasked Estep 
Score: -26454666.000000 Penalty: 4053.819336
	Iteration 0F: 3 clusters Score -2.645467e+07 nChanged 127177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119724 members 
Mstep: Class 2 contains 141541 members 
Entering Unmasked Estep 
Score: -26531332.000000 Penalty: 4053.819336
	Iteration 1F: 3 clusters Score -2.653133e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113536 members 
Mstep: Class 2 contains 147729 members 
Entering Unmasked Estep 
Score: -26533844.000000 Penalty: 4053.819336
	Iteration 2Q: 3 clusters Score -2.653384e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 157331 members 
Entering Unmasked Estep 
Score: -26538542.000000 Penalty: 4053.819336
	Iteration 3Q: 3 clusters Score -2.653854e+07 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 171348 members 
Entering Unmasked Estep 
Score: -26546692.000000 Penalty: 4053.819336
	Iteration 4F: 3 clusters Score -2.654669e+07 nChanged 18953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 189795 members 
Entering Unmasked Estep 
Score: -26560130.000000 Penalty: 4053.819336
	Iteration 5F: 3 clusters Score -2.656013e+07 nChanged 20537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 209814 members 
Entering Unmasked Estep 
Score: -26577804.000000 Penalty: 4053.819336
	Iteration 6F: 3 clusters Score -2.65778e+07 nChanged 17573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 226659 members 
Entering Unmasked Estep 
Score: -26594062.000000 Penalty: 4053.819336
	Iteration 7F: 3 clusters Score -2.659406e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 237305 members 
Entering Unmasked Estep 
Score: -26604962.000000 Penalty: 4053.819336
	Iteration 8Q: 3 clusters Score -2.660496e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 243144 members 
Entering Unmasked Estep 
Score: -26611132.000000 Penalty: 4053.819336
	Iteration 9Q: 3 clusters Score -2.661113e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 246398 members 
Entering Unmasked Estep 
Score: -26614812.000000 Penalty: 4053.819336
	Iteration 10Q: 3 clusters Score -2.661481e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 248328 members 
Entering Unmasked Estep 
Score: -26617062.000000 Penalty: 4053.819336
	Iteration 11Q: 3 clusters Score -2.661706e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 249639 members 
Entering Unmasked Estep 
Score: -26618498.000000 Penalty: 4053.819336
	Iteration 12Q: 3 clusters Score -2.66185e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 250546 members 
Entering Unmasked Estep 
Score: -26619434.000000 Penalty: 4053.819336
	Iteration 13Q: 3 clusters Score -2.661943e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 251143 members 
Entering Unmasked Estep 
Score: -26620276.000000 Penalty: 4053.819336
	Iteration 14Q: 3 clusters Score -2.662028e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 251547 members 
Entering Unmasked Estep 
Score: -26620870.000000 Penalty: 4053.819336
	Iteration 15Q: 3 clusters Score -2.662087e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 251838 members 
Entering Unmasked Estep 
Score: -26621352.000000 Penalty: 4053.819336
	Iteration 16Q: 3 clusters Score -2.662135e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 252041 members 
Entering Unmasked Estep 
Score: -26621732.000000 Penalty: 4053.819336
	Iteration 17Q: 3 clusters Score -2.662173e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 252157 members 
Entering Unmasked Estep 
Score: -26622082.000000 Penalty: 4053.819336
	Iteration 18Q: 3 clusters Score -2.662208e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 252240 members 
Entering Unmasked Estep 
Score: -26622356.000000 Penalty: 4053.819336
	Iteration 19Q: 3 clusters Score -2.662236e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 252323 members 
Entering Unmasked Estep 
Score: -26622572.000000 Penalty: 4053.819336
	Iteration 20F: 3 clusters Score -2.662257e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 252369 members 
Entering Unmasked Estep 
Score: -26622734.000000 Penalty: 4053.819336
	Iteration 21Q: 3 clusters Score -2.662273e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 252365 members 
Entering Unmasked Estep 
Score: -26622732.000000 Penalty: 4053.819336
	Iteration 22Q: 3 clusters Score -2.662273e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 252396 members 
Entering Unmasked Estep 
Score: -26622846.000000 Penalty: 4053.819336
	Iteration 23Q: 3 clusters Score -2.662285e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 252423 members 
Entering Unmasked Estep 
Score: -26622894.000000 Penalty: 4053.819336
	Iteration 24Q: 3 clusters Score -2.662289e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 252448 members 
Entering Unmasked Estep 
Score: -26622908.000000 Penalty: 4053.819336
	Iteration 25Q: 3 clusters Score -2.662291e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 252469 members 
Entering Unmasked Estep 
Score: -26622908.000000 Penalty: 4053.819336
	Iteration 26Q: 3 clusters Score -2.662291e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 252476 members 
Entering Unmasked Estep 
Score: -26622918.000000 Penalty: 4053.819336
	Iteration 27Q: 3 clusters Score -2.662292e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 252473 members 
Entering Unmasked Estep 
Score: -26622942.000000 Penalty: 4053.819336
	Iteration 28Q: 3 clusters Score -2.662294e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 252487 members 
Entering Unmasked Estep 
Score: -26622976.000000 Penalty: 4053.819336
	Iteration 29Q: 3 clusters Score -2.662298e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 252502 members 
Entering Unmasked Estep 
Score: -26622996.000000 Penalty: 4053.819336
	Iteration 30Q: 3 clusters Score -2.6623e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 252494 members 
Entering Unmasked Estep 
Score: -26623024.000000 Penalty: 4053.819336
	Iteration 31Q: 3 clusters Score -2.662302e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 252490 members 
Entering Unmasked Estep 
Score: -26623030.000000 Penalty: 4053.819336
	Iteration 32Q: 3 clusters Score -2.662303e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 252477 members 
Entering Unmasked Estep 
Score: -26623050.000000 Penalty: 4053.819336
	Iteration 33Q: 3 clusters Score -2.662305e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 252459 members 
Entering Unmasked Estep 
Score: -26623078.000000 Penalty: 4053.819336
	Iteration 34Q: 3 clusters Score -2.662308e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 252432 members 
Entering Unmasked Estep 
Score: -26623066.000000 Penalty: 4053.819336
	Iteration 35Q: 3 clusters Score -2.662307e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 252428 members 
Entering Unmasked Estep 
Score: -26623048.000000 Penalty: 4053.819336
	Iteration 36Q: 3 clusters Score -2.662305e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 252413 members 
Entering Unmasked Estep 
Score: -26623046.000000 Penalty: 4053.819336
	Iteration 37Q: 3 clusters Score -2.662305e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 252398 members 
Entering Unmasked Estep 
Score: -26623050.000000 Penalty: 4053.819336
	Iteration 38Q: 3 clusters Score -2.662305e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 252377 members 
Entering Unmasked Estep 
Score: -26623036.000000 Penalty: 4053.819336
	Iteration 39Q: 3 clusters Score -2.662304e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 252358 members 
Entering Unmasked Estep 
Score: -26623070.000000 Penalty: 4053.819336
	Iteration 40F: 3 clusters Score -2.662307e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 252342 members 
Entering Unmasked Estep 
Score: -26623058.000000 Penalty: 4053.819336
	Iteration 41Q: 3 clusters Score -2.662306e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 252328 members 
Entering Unmasked Estep 
Score: -26623054.000000 Penalty: 4053.819336
	Iteration 42Q: 3 clusters Score -2.662305e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 252314 members 
Entering Unmasked Estep 
Score: -26623068.000000 Penalty: 4053.819336
	Iteration 43Q: 3 clusters Score -2.662307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 252304 members 
Entering Unmasked Estep 
Score: -26623064.000000 Penalty: 4053.819336
	Iteration 44Q: 3 clusters Score -2.662306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 252296 members 
Entering Unmasked Estep 
Score: -26623078.000000 Penalty: 4053.819336
	Iteration 45Q: 3 clusters Score -2.662308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 252285 members 
Entering Unmasked Estep 
Score: -26623072.000000 Penalty: 4053.819336
	Iteration 46Q: 3 clusters Score -2.662307e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 252274 members 
Entering Unmasked Estep 
Score: -26623062.000000 Penalty: 4053.819336
	Iteration 47Q: 3 clusters Score -2.662306e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 252267 members 
Entering Unmasked Estep 
Score: -26623070.000000 Penalty: 4053.819336
	Iteration 48Q: 3 clusters Score -2.662307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 252260 members 
Entering Unmasked Estep 
Score: -26623068.000000 Penalty: 4053.819336
	Iteration 49Q: 3 clusters Score -2.662307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 252253 members 
Entering Unmasked Estep 
Score: -26623100.000000 Penalty: 4053.819336
	Iteration 50Q: 3 clusters Score -2.66231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 252242 members 
Entering Unmasked Estep 
Score: -26623092.000000 Penalty: 4053.819336
	Iteration 51Q: 3 clusters Score -2.662309e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 252221 members 
Entering Unmasked Estep 
Score: -26623070.000000 Penalty: 4053.819336
	Iteration 52Q: 3 clusters Score -2.662307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 252214 members 
Entering Unmasked Estep 
Score: -26623076.000000 Penalty: 4053.819336
	Iteration 53Q: 3 clusters Score -2.662308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 252205 members 
Entering Unmasked Estep 
Score: -26623080.000000 Penalty: 4053.819336
	Iteration 54Q: 3 clusters Score -2.662308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 252193 members 
Entering Unmasked Estep 
Score: -26623070.000000 Penalty: 4053.819336
	Iteration 55Q: 3 clusters Score -2.662307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 252191 members 
Entering Unmasked Estep 
Score: -26623070.000000 Penalty: 4053.819336
	Iteration 56Q: 3 clusters Score -2.662307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 252190 members 
Entering Unmasked Estep 
Score: -26623080.000000 Penalty: 4053.819336
	Iteration 57Q: 3 clusters Score -2.662308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 252189 members 
Entering Unmasked Estep 
Score: -26623084.000000 Penalty: 4053.819336
	Iteration 58Q: 3 clusters Score -2.662308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 252176 members 
Entering Unmasked Estep 
Score: -26623112.000000 Penalty: 4053.819336
	Iteration 59Q: 3 clusters Score -2.662311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 252168 members 
Entering Unmasked Estep 
Score: -26623108.000000 Penalty: 4053.819336
	Iteration 60F: 3 clusters Score -2.662311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 252160 members 
Entering Unmasked Estep 
Score: -26623108.000000 Penalty: 4053.819336
	Iteration 61Q: 3 clusters Score -2.662311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 252148 members 
Entering Unmasked Estep 
Score: -26623112.000000 Penalty: 4053.819336
	Iteration 62Q: 3 clusters Score -2.662311e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 252140 members 
Entering Unmasked Estep 
Score: -26623126.000000 Penalty: 4053.819336
	Iteration 63Q: 3 clusters Score -2.662313e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 252133 members 
Entering Unmasked Estep 
Score: -26623118.000000 Penalty: 4053.819336
	Iteration 64Q: 3 clusters Score -2.662312e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 252123 members 
Entering Unmasked Estep 
Score: -26623114.000000 Penalty: 4053.819336
	Iteration 65Q: 3 clusters Score -2.662311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 252114 members 
Entering Unmasked Estep 
Score: -26623130.000000 Penalty: 4053.819336
	Iteration 66Q: 3 clusters Score -2.662313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 252102 members 
Entering Unmasked Estep 
Score: -26623124.000000 Penalty: 4053.819336
	Iteration 67Q: 3 clusters Score -2.662312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 252098 members 
Entering Unmasked Estep 
Score: -26623098.000000 Penalty: 4053.819336
	Iteration 68Q: 3 clusters Score -2.66231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 252098 members 
Entering Unmasked Estep 
Score: -26623096.000000 Penalty: 4053.819336
	Iteration 69Q: 3 clusters Score -2.66231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 252103 members 
Entering Unmasked Estep 
Score: -26623114.000000 Penalty: 4053.819336
	Iteration 70Q: 3 clusters Score -2.662311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 252104 members 
Entering Unmasked Estep 
Score: -26623116.000000 Penalty: 4053.819336
	Iteration 71Q: 3 clusters Score -2.662312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 252106 members 
Entering Unmasked Estep 
Score: -26623110.000000 Penalty: 4053.819336
	Iteration 72Q: 3 clusters Score -2.662311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 252106 members 
Entering Unmasked Estep 
Score: -26623084.000000 Penalty: 4053.819336
	Iteration 73Q: 3 clusters Score -2.662308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 252109 members 
Entering Unmasked Estep 
Score: -26623080.000000 Penalty: 4053.819336
	Iteration 74Q: 3 clusters Score -2.662308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 252107 members 
Entering Unmasked Estep 
Score: -26623078.000000 Penalty: 4053.819336
	Iteration 75Q: 3 clusters Score -2.662308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 252104 members 
Entering Unmasked Estep 
Score: -26623082.000000 Penalty: 4053.819336
	Iteration 76Q: 3 clusters Score -2.662308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 252105 members 
Entering Unmasked Estep 
Score: -26623078.000000 Penalty: 4053.819336
	Iteration 77Q: 3 clusters Score -2.662308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 252102 members 
Entering Unmasked Estep 
Score: -26623098.000000 Penalty: 4053.819336
	Iteration 78Q: 3 clusters Score -2.66231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 252101 members 
Entering Unmasked Estep 
Score: -26623084.000000 Penalty: 4053.819336
	Iteration 79Q: 3 clusters Score -2.662308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 252100 members 
Entering Unmasked Estep 
Score: -26623076.000000 Penalty: 4053.819336
	Iteration 80F: 3 clusters Score -2.662308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 252099 members 
Entering Unmasked Estep 
Score: -26623080.000000 Penalty: 4053.819336
	Iteration 81Q: 3 clusters Score -2.662308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 252099 members 
Entering Unmasked Estep 
Score: -26623080.000000 Penalty: 4053.819336
	Iteration 82F: 3 clusters Score -2.662308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -256451.859375 Penalty: 1286.125366
	Iteration 0F: 2 clusters Score -256451.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -254015.468750 Penalty: 2572.250732
	Iteration 0F: 3 clusters Score -254015.5 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -254794.343750 Penalty: 2572.250732
	Iteration 1F: 3 clusters Score -254794.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -255088.062500 Penalty: 2572.250732
	Iteration 2F: 3 clusters Score -255088.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -255321.437500 Penalty: 2572.250732
	Iteration 3F: 3 clusters Score -255321.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -255527.703125 Penalty: 2572.250732
	Iteration 4F: 3 clusters Score -255527.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -255745.062500 Penalty: 2572.250732
	Iteration 5F: 3 clusters Score -255745.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -256054.890625 Penalty: 2572.250732
	Iteration 6F: 3 clusters Score -256054.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -256322.453125 Penalty: 2572.250732
	Iteration 7F: 3 clusters Score -256322.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -256502.000000 Penalty: 2572.250732
	Iteration 8Q: 3 clusters Score -256502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -256668.750000 Penalty: 2572.250732
	Iteration 9Q: 3 clusters Score -256668.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -256838.296875 Penalty: 2572.250732
	Iteration 10Q: 3 clusters Score -256838.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -256963.890625 Penalty: 2572.250732
	Iteration 11Q: 3 clusters Score -256963.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -257018.734375 Penalty: 2572.250732
	Iteration 12Q: 3 clusters Score -257018.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -257032.093750 Penalty: 2572.250732
	Iteration 13Q: 3 clusters Score -257032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -257042.187500 Penalty: 2572.250732
	Iteration 14Q: 3 clusters Score -257042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -257047.828125 Penalty: 2572.250732
	Iteration 15Q: 3 clusters Score -257047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -257059.093750 Penalty: 2572.250732
	Iteration 16Q: 3 clusters Score -257059.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -257066.093750 Penalty: 2572.250732
	Iteration 17Q: 3 clusters Score -257066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -257069.812500 Penalty: 2572.250732
	Iteration 18Q: 3 clusters Score -257069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -257070.687500 Penalty: 2572.250732
	Iteration 19Q: 3 clusters Score -257070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -257070.687500 Penalty: 2572.250732
	Iteration 20F: 3 clusters Score -257070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 63491 members 
Mstep: Class 3 contains 390 members 
Mstep: Class 5 contains 346939 members 
Mstep: Class 6 contains 63506 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 12 contains 57805 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 261265 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 31555 members 
Mstep: Class 18 contains 21249 members 
Mstep: Class 19 contains 32328 members 
Entering Unmasked Estep 
Score: -94110664.000000 Penalty: 31291.560547
Splitting cluster 15 changes total score from -94104920.000000 to -94110664.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 16 (31555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Entering Unmasked Estep 
Score: -3249097.500000 Penalty: 1683.416748
	Iteration 0F: 2 clusters Score -3249098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3227654.000000 Penalty: 3366.833496
	Iteration 0F: 3 clusters Score -3227654 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3236032.250000 Penalty: 3366.833496
	Iteration 1F: 3 clusters Score -3236032 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3236706.750000 Penalty: 3366.833496
	Iteration 2Q: 3 clusters Score -3236707 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3237552.000000 Penalty: 3366.833496
	Iteration 3Q: 3 clusters Score -3237552 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3238634.250000 Penalty: 3366.833496
	Iteration 4F: 3 clusters Score -3238634 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3240016.750000 Penalty: 3366.833496
	Iteration 5F: 3 clusters Score -3240017 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3241472.500000 Penalty: 3366.833496
	Iteration 6F: 3 clusters Score -3241472 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3242714.500000 Penalty: 3366.833496
	Iteration 7F: 3 clusters Score -3242714 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3243606.750000 Penalty: 3366.833496
	Iteration 8F: 3 clusters Score -3243607 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3244068.250000 Penalty: 3366.833496
	Iteration 9Q: 3 clusters Score -3244068 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3244316.500000 Penalty: 3366.833496
	Iteration 10Q: 3 clusters Score -3244316 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3244454.500000 Penalty: 3366.833496
	Iteration 11Q: 3 clusters Score -3244454 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3244573.250000 Penalty: 3366.833496
	Iteration 12Q: 3 clusters Score -3244573 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3244665.750000 Penalty: 3366.833496
	Iteration 13Q: 3 clusters Score -3244666 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3244736.500000 Penalty: 3366.833496
	Iteration 14Q: 3 clusters Score -3244736 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3244837.000000 Penalty: 3366.833496
	Iteration 15Q: 3 clusters Score -3244837 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3244927.250000 Penalty: 3366.833496
	Iteration 16Q: 3 clusters Score -3244927 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3245021.000000 Penalty: 3366.833496
	Iteration 17Q: 3 clusters Score -3245021 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3245106.000000 Penalty: 3366.833496
	Iteration 18Q: 3 clusters Score -3245106 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3245183.750000 Penalty: 3366.833496
	Iteration 19Q: 3 clusters Score -3245184 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3245269.000000 Penalty: 3366.833496
	Iteration 20F: 3 clusters Score -3245269 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3245346.000000 Penalty: 3366.833496
	Iteration 21Q: 3 clusters Score -3245346 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3245421.000000 Penalty: 3366.833496
	Iteration 22Q: 3 clusters Score -3245421 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3245514.250000 Penalty: 3366.833496
	Iteration 23Q: 3 clusters Score -3245514 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -3245597.000000 Penalty: 3366.833496
	Iteration 24Q: 3 clusters Score -3245597 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3245673.750000 Penalty: 3366.833496
	Iteration 25Q: 3 clusters Score -3245674 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3245759.500000 Penalty: 3366.833496
	Iteration 26Q: 3 clusters Score -3245760 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3245863.250000 Penalty: 3366.833496
	Iteration 27Q: 3 clusters Score -3245863 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3245959.000000 Penalty: 3366.833496
	Iteration 28Q: 3 clusters Score -3245959 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3246061.750000 Penalty: 3366.833496
	Iteration 29Q: 3 clusters Score -3246062 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3246180.750000 Penalty: 3366.833496
	Iteration 30Q: 3 clusters Score -3246181 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -3246304.000000 Penalty: 3366.833496
	Iteration 31Q: 3 clusters Score -3246304 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3246432.750000 Penalty: 3366.833496
	Iteration 32Q: 3 clusters Score -3246433 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3246532.750000 Penalty: 3366.833496
	Iteration 33Q: 3 clusters Score -3246533 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3246651.750000 Penalty: 3366.833496
	Iteration 34Q: 3 clusters Score -3246652 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3246763.250000 Penalty: 3366.833496
	Iteration 35Q: 3 clusters Score -3246763 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3246874.000000 Penalty: 3366.833496
	Iteration 36Q: 3 clusters Score -3246874 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3246979.500000 Penalty: 3366.833496
	Iteration 37Q: 3 clusters Score -3246980 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3247074.000000 Penalty: 3366.833496
	Iteration 38Q: 3 clusters Score -3247074 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3247180.000000 Penalty: 3366.833496
	Iteration 39Q: 3 clusters Score -3247180 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -3247268.750000 Penalty: 3366.833496
	Iteration 40F: 3 clusters Score -3247269 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3247327.750000 Penalty: 3366.833496
	Iteration 41Q: 3 clusters Score -3247328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -3247393.250000 Penalty: 3366.833496
	Iteration 42Q: 3 clusters Score -3247393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -3247431.250000 Penalty: 3366.833496
	Iteration 43Q: 3 clusters Score -3247431 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3247468.250000 Penalty: 3366.833496
	Iteration 44Q: 3 clusters Score -3247468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3247519.000000 Penalty: 3366.833496
	Iteration 45Q: 3 clusters Score -3247519 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -3247548.750000 Penalty: 3366.833496
	Iteration 46Q: 3 clusters Score -3247549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3247580.750000 Penalty: 3366.833496
	Iteration 47Q: 3 clusters Score -3247581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -3247607.750000 Penalty: 3366.833496
	Iteration 48Q: 3 clusters Score -3247608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3247625.750000 Penalty: 3366.833496
	Iteration 49Q: 3 clusters Score -3247626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -3247655.000000 Penalty: 3366.833496
	Iteration 50Q: 3 clusters Score -3247655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3247665.750000 Penalty: 3366.833496
	Iteration 51Q: 3 clusters Score -3247666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -3247676.000000 Penalty: 3366.833496
	Iteration 52Q: 3 clusters Score -3247676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3247687.500000 Penalty: 3366.833496
	Iteration 53Q: 3 clusters Score -3247688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -3247700.250000 Penalty: 3366.833496
	Iteration 54Q: 3 clusters Score -3247700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -3247711.500000 Penalty: 3366.833496
	Iteration 55Q: 3 clusters Score -3247712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -3247716.000000 Penalty: 3366.833496
	Iteration 56Q: 3 clusters Score -3247716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3247726.750000 Penalty: 3366.833496
	Iteration 57Q: 3 clusters Score -3247727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -3247738.000000 Penalty: 3366.833496
	Iteration 58Q: 3 clusters Score -3247738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -3247757.500000 Penalty: 3366.833496
	Iteration 59Q: 3 clusters Score -3247758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3247760.250000 Penalty: 3366.833496
	Iteration 60F: 3 clusters Score -3247760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3247761.500000 Penalty: 3366.833496
	Iteration 61Q: 3 clusters Score -3247762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -3247760.500000 Penalty: 3366.833496
	Iteration 62Q: 3 clusters Score -3247760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -3247770.250000 Penalty: 3366.833496
	Iteration 63Q: 3 clusters Score -3247770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3247768.250000 Penalty: 3366.833496
	Iteration 64Q: 3 clusters Score -3247768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3247767.500000 Penalty: 3366.833496
	Iteration 65Q: 3 clusters Score -3247768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3247774.250000 Penalty: 3366.833496
	Iteration 66Q: 3 clusters Score -3247774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -3247776.500000 Penalty: 3366.833496
	Iteration 67Q: 3 clusters Score -3247776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -3247776.000000 Penalty: 3366.833496
	Iteration 68Q: 3 clusters Score -3247776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -3247776.000000 Penalty: 3366.833496
	Iteration 69F: 3 clusters Score -3247776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Entering Unmasked Estep 
Score: -2180243.000000 Penalty: 1619.160645
	Iteration 0F: 2 clusters Score -2180243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2165864.250000 Penalty: 3238.321289
	Iteration 0F: 3 clusters Score -2165864 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2171543.000000 Penalty: 3238.321289
	Iteration 1F: 3 clusters Score -2171543 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2172489.500000 Penalty: 3238.321289
	Iteration 2F: 3 clusters Score -2172490 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2174479.750000 Penalty: 3238.321289
	Iteration 3F: 3 clusters Score -2174480 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2177366.500000 Penalty: 3238.321289
	Iteration 4F: 3 clusters Score -2177366 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2179723.750000 Penalty: 3238.321289
	Iteration 5F: 3 clusters Score -2179724 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2181352.000000 Penalty: 3238.321289
	Iteration 6F: 3 clusters Score -2181352 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2182305.750000 Penalty: 3238.321289
	Iteration 7F: 3 clusters Score -2182306 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2182816.500000 Penalty: 3238.321289
	Iteration 8Q: 3 clusters Score -2182816 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2183050.750000 Penalty: 3238.321289
	Iteration 9Q: 3 clusters Score -2183051 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2183150.000000 Penalty: 3238.321289
	Iteration 10Q: 3 clusters Score -2183150 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2183200.500000 Penalty: 3238.321289
	Iteration 11Q: 3 clusters Score -2183200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2183223.500000 Penalty: 3238.321289
	Iteration 12Q: 3 clusters Score -2183224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2183229.000000 Penalty: 3238.321289
	Iteration 13Q: 3 clusters Score -2183229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2183240.000000 Penalty: 3238.321289
	Iteration 14Q: 3 clusters Score -2183240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2183247.000000 Penalty: 3238.321289
	Iteration 15Q: 3 clusters Score -2183247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2183244.500000 Penalty: 3238.321289
	Iteration 16Q: 3 clusters Score -2183244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2183245.250000 Penalty: 3238.321289
	Iteration 17Q: 3 clusters Score -2183245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2183250.250000 Penalty: 3238.321289
	Iteration 18Q: 3 clusters Score -2183250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2183249.250000 Penalty: 3238.321289
	Iteration 19Q: 3 clusters Score -2183249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2183249.000000 Penalty: 3238.321289
	Iteration 20F: 3 clusters Score -2183249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2183251.000000 Penalty: 3238.321289
	Iteration 21Q: 3 clusters Score -2183251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2183250.000000 Penalty: 3238.321289
	Iteration 22Q: 3 clusters Score -2183250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2183250.000000 Penalty: 3238.321289
	Iteration 23Q: 3 clusters Score -2183250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2183251.250000 Penalty: 3238.321289
	Iteration 24Q: 3 clusters Score -2183251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2183254.250000 Penalty: 3238.321289
	Iteration 25Q: 3 clusters Score -2183254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2183253.000000 Penalty: 3238.321289
	Iteration 26Q: 3 clusters Score -2183253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2183251.250000 Penalty: 3238.321289
	Iteration 27Q: 3 clusters Score -2183251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2183254.750000 Penalty: 3238.321289
	Iteration 28Q: 3 clusters Score -2183255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2183251.750000 Penalty: 3238.321289
	Iteration 29Q: 3 clusters Score -2183252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2183250.750000 Penalty: 3238.321289
	Iteration 30Q: 3 clusters Score -2183251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2183250.750000 Penalty: 3238.321289
	Iteration 31F: 3 clusters Score -2183251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 63491 members 
Mstep: Class 3 contains 390 members 
Mstep: Class 4 contains 1307 members 
Mstep: Class 5 contains 346939 members 
Mstep: Class 6 contains 63506 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 12 contains 57805 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 261265 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 31555 members 
Mstep: Class 18 contains 19942 members 
Mstep: Class 19 contains 32328 members 
Entering Unmasked Estep 
Score: -94112856.000000 Penalty: 33526.671875
Splitting cluster 18 changes total score from -94104920.000000 to -94112856.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 19 (32328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Entering Unmasked Estep 
Score: -3334893.500000 Penalty: 1687.349487
	Iteration 0F: 2 clusters Score -3334894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3313210.750000 Penalty: 3374.698975
	Iteration 0F: 3 clusters Score -3313211 nChanged 14839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3321665.250000 Penalty: 3374.698975
	Iteration 1F: 3 clusters Score -3321665 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3322330.750000 Penalty: 3374.698975
	Iteration 2Q: 3 clusters Score -3322331 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3323254.000000 Penalty: 3374.698975
	Iteration 3F: 3 clusters Score -3323254 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3324485.500000 Penalty: 3374.698975
	Iteration 4F: 3 clusters Score -3324486 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3326011.000000 Penalty: 3374.698975
	Iteration 5F: 3 clusters Score -3326011 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3327717.500000 Penalty: 3374.698975
	Iteration 6F: 3 clusters Score -3327718 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3329289.250000 Penalty: 3374.698975
	Iteration 7F: 3 clusters Score -3329289 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3330390.250000 Penalty: 3374.698975
	Iteration 8Q: 3 clusters Score -3330390 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3331042.750000 Penalty: 3374.698975
	Iteration 9Q: 3 clusters Score -3331043 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3331442.500000 Penalty: 3374.698975
	Iteration 10Q: 3 clusters Score -3331442 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3331720.250000 Penalty: 3374.698975
	Iteration 11Q: 3 clusters Score -3331720 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3331948.750000 Penalty: 3374.698975
	Iteration 12Q: 3 clusters Score -3331949 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3332138.500000 Penalty: 3374.698975
	Iteration 13Q: 3 clusters Score -3332138 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3332297.500000 Penalty: 3374.698975
	Iteration 14Q: 3 clusters Score -3332298 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3332461.750000 Penalty: 3374.698975
	Iteration 15Q: 3 clusters Score -3332462 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3332650.500000 Penalty: 3374.698975
	Iteration 16Q: 3 clusters Score -3332650 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3332797.000000 Penalty: 3374.698975
	Iteration 17Q: 3 clusters Score -3332797 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -3332935.750000 Penalty: 3374.698975
	Iteration 18Q: 3 clusters Score -3332936 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -3333058.500000 Penalty: 3374.698975
	Iteration 19Q: 3 clusters Score -3333058 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3333150.250000 Penalty: 3374.698975
	Iteration 20F: 3 clusters Score -3333150 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3333216.250000 Penalty: 3374.698975
	Iteration 21Q: 3 clusters Score -3333216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3333292.250000 Penalty: 3374.698975
	Iteration 22Q: 3 clusters Score -3333292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3333362.750000 Penalty: 3374.698975
	Iteration 23Q: 3 clusters Score -3333363 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3333422.750000 Penalty: 3374.698975
	Iteration 24Q: 3 clusters Score -3333423 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3333467.500000 Penalty: 3374.698975
	Iteration 25Q: 3 clusters Score -3333468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3333501.000000 Penalty: 3374.698975
	Iteration 26Q: 3 clusters Score -3333501 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -3333540.250000 Penalty: 3374.698975
	Iteration 27Q: 3 clusters Score -3333540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -3333567.750000 Penalty: 3374.698975
	Iteration 28Q: 3 clusters Score -3333568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -3333589.000000 Penalty: 3374.698975
	Iteration 29Q: 3 clusters Score -3333589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -3333615.750000 Penalty: 3374.698975
	Iteration 30Q: 3 clusters Score -3333616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -3333632.500000 Penalty: 3374.698975
	Iteration 31Q: 3 clusters Score -3333632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3333656.750000 Penalty: 3374.698975
	Iteration 32Q: 3 clusters Score -3333657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3333670.500000 Penalty: 3374.698975
	Iteration 33Q: 3 clusters Score -3333670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3333684.500000 Penalty: 3374.698975
	Iteration 34Q: 3 clusters Score -3333684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -3333694.500000 Penalty: 3374.698975
	Iteration 35Q: 3 clusters Score -3333694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -3333700.750000 Penalty: 3374.698975
	Iteration 36Q: 3 clusters Score -3333701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3333713.500000 Penalty: 3374.698975
	Iteration 37Q: 3 clusters Score -3333714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3333716.750000 Penalty: 3374.698975
	Iteration 38Q: 3 clusters Score -3333717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -3333725.500000 Penalty: 3374.698975
	Iteration 39Q: 3 clusters Score -3333726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3333727.000000 Penalty: 3374.698975
	Iteration 40F: 3 clusters Score -3333727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3333732.250000 Penalty: 3374.698975
	Iteration 41Q: 3 clusters Score -3333732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3333728.000000 Penalty: 3374.698975
	Iteration 42Q: 3 clusters Score -3333728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3333729.500000 Penalty: 3374.698975
	Iteration 43Q: 3 clusters Score -3333730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -3333725.250000 Penalty: 3374.698975
	Iteration 44Q: 3 clusters Score -3333725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3333724.000000 Penalty: 3374.698975
	Iteration 45Q: 3 clusters Score -3333724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -3333722.250000 Penalty: 3374.698975
	Iteration 46Q: 3 clusters Score -3333722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -3333726.750000 Penalty: 3374.698975
	Iteration 47Q: 3 clusters Score -3333727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3333728.250000 Penalty: 3374.698975
	Iteration 48Q: 3 clusters Score -3333728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -3333727.500000 Penalty: 3374.698975
	Iteration 49Q: 3 clusters Score -3333728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -3333726.750000 Penalty: 3374.698975
	Iteration 50Q: 3 clusters Score -3333727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -3333726.750000 Penalty: 3374.698975
	Iteration 51F: 3 clusters Score -3333727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 5 contains 346939 members 
Mstep: Class 6 contains 63506 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 12 contains 57805 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 261265 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 31555 members 
Mstep: Class 18 contains 19942 members 
Mstep: Class 19 contains 32328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2044.753418 but Gain 2235.111328
Score: -94114824.000000 Penalty: 31291.560547
Iteration 39Q: 15 clusters Score -9.411482e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 62871 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 346314 members 
Mstep: Class 6 contains 63610 members 
Mstep: Class 9 contains 49297 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 12 contains 57942 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 261122 members 
Mstep: Class 15 contains 2603 members 
Mstep: Class 16 contains 31495 members 
Mstep: Class 18 contains 21367 members 
Mstep: Class 19 contains 32193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117840.000000 Penalty: 31291.560547
Iteration 40F: 15 clusters Score -9.411784e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 64254 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 344463 members 
Mstep: Class 6 contains 63642 members 
Mstep: Class 9 contains 49131 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 12 contains 58014 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 260449 members 
Mstep: Class 15 contains 2686 members 
Mstep: Class 16 contains 31399 members 
Mstep: Class 18 contains 22537 members 
Mstep: Class 19 contains 32033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119624.000000 Penalty: 31291.560547
Iteration 41Q: 15 clusters Score -9.411962e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 65229 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 343838 members 
Mstep: Class 6 contains 63576 members 
Mstep: Class 9 contains 48903 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 12 contains 58018 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 259435 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 31271 members 
Mstep: Class 18 contains 23576 members 
Mstep: Class 19 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120080.000000 Penalty: 31291.560547
Iteration 42Q: 15 clusters Score -9.412008e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 65969 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 343694 members 
Mstep: Class 6 contains 63500 members 
Mstep: Class 9 contains 48656 members 
Mstep: Class 10 contains 3491 members 
Mstep: Class 12 contains 57962 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 258334 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 16 contains 31146 members 
Mstep: Class 18 contains 24560 members 
Mstep: Class 19 contains 31601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120776.000000 Penalty: 31291.560547
Iteration 43Q: 15 clusters Score -9.412078e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 66567 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 343714 members 
Mstep: Class 6 contains 63401 members 
Mstep: Class 9 contains 48427 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 12 contains 57926 members 
Mstep: Class 13 contains 3883 members 
Mstep: Class 14 contains 257169 members 
Mstep: Class 15 contains 2758 members 
Mstep: Class 16 contains 31038 members 
Mstep: Class 18 contains 25551 members 
Mstep: Class 19 contains 31420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120440.000000 Penalty: 31291.560547
Iteration 44Q: 15 clusters Score -9.412044e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 67082 members 
Mstep: Class 4 contains 1801 members 
Mstep: Class 5 contains 343759 members 
Mstep: Class 6 contains 63257 members 
Mstep: Class 9 contains 48180 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 12 contains 57870 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 256042 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 30931 members 
Mstep: Class 18 contains 26629 members 
Mstep: Class 19 contains 31263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120448.000000 Penalty: 31291.560547
Iteration 45Q: 15 clusters Score -9.412045e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 67558 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 343829 members 
Mstep: Class 6 contains 63118 members 
Mstep: Class 9 contains 47948 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 12 contains 57817 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 254913 members 
Mstep: Class 15 contains 2768 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 18 contains 27661 members 
Mstep: Class 19 contains 31132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120664.000000 Penalty: 31291.560547
Iteration 46Q: 15 clusters Score -9.412066e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 67962 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 343956 members 
Mstep: Class 6 contains 62939 members 
Mstep: Class 9 contains 47756 members 
Mstep: Class 10 contains 3904 members 
Mstep: Class 12 contains 57800 members 
Mstep: Class 13 contains 4254 members 
Mstep: Class 14 contains 253695 members 
Mstep: Class 15 contains 2773 members 
Mstep: Class 16 contains 30751 members 
Mstep: Class 18 contains 28758 members 
Mstep: Class 19 contains 31021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120888.000000 Penalty: 31291.560547
Iteration 47Q: 15 clusters Score -9.412089e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 68336 members 
Mstep: Class 4 contains 1876 members 
Mstep: Class 5 contains 343995 members 
Mstep: Class 6 contains 62784 members 
Mstep: Class 9 contains 47586 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 12 contains 57770 members 
Mstep: Class 13 contains 4372 members 
Mstep: Class 14 contains 252592 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 16 contains 30672 members 
Mstep: Class 18 contains 29828 members 
Mstep: Class 19 contains 30922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121224.000000 Penalty: 31291.560547
Iteration 48Q: 15 clusters Score -9.412122e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 68671 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 344078 members 
Mstep: Class 6 contains 62600 members 
Mstep: Class 9 contains 47447 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 12 contains 57745 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 251422 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 30602 members 
Mstep: Class 18 contains 30903 members 
Mstep: Class 19 contains 30843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121160.000000 Penalty: 31291.560547
Iteration 49Q: 15 clusters Score -9.412116e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 68986 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 344165 members 
Mstep: Class 6 contains 62448 members 
Mstep: Class 9 contains 47360 members 
Mstep: Class 10 contains 4124 members 
Mstep: Class 12 contains 57726 members 
Mstep: Class 13 contains 4593 members 
Mstep: Class 14 contains 250164 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 30541 members 
Mstep: Class 18 contains 31993 members 
Mstep: Class 19 contains 30770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121096.000000 Penalty: 31291.560547
Iteration 50Q: 15 clusters Score -9.41211e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 69292 members 
Mstep: Class 4 contains 1903 members 
Mstep: Class 5 contains 344103 members 
Mstep: Class 6 contains 62322 members 
Mstep: Class 9 contains 47283 members 
Mstep: Class 10 contains 4211 members 
Mstep: Class 12 contains 57719 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 248995 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 30480 members 
Mstep: Class 18 contains 33056 members 
Mstep: Class 19 contains 30705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121256.000000 Penalty: 31291.560547
Iteration 51Q: 15 clusters Score -9.412126e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 69530 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 344107 members 
Mstep: Class 6 contains 62192 members 
Mstep: Class 9 contains 47181 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 12 contains 57695 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 247891 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 30444 members 
Mstep: Class 18 contains 34076 members 
Mstep: Class 19 contains 30642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121368.000000 Penalty: 31291.560547
Iteration 52Q: 15 clusters Score -9.412137e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 69783 members 
Mstep: Class 4 contains 1926 members 
Mstep: Class 5 contains 344131 members 
Mstep: Class 6 contains 62078 members 
Mstep: Class 9 contains 47063 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 12 contains 57676 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 246749 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 30423 members 
Mstep: Class 18 contains 35068 members 
Mstep: Class 19 contains 30589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121520.000000 Penalty: 31291.560547
Iteration 53Q: 15 clusters Score -9.412152e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 344111 members 
Mstep: Class 6 contains 61957 members 
Mstep: Class 9 contains 46942 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 12 contains 57678 members 
Mstep: Class 13 contains 5043 members 
Mstep: Class 14 contains 245678 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 30416 members 
Mstep: Class 18 contains 35984 members 
Mstep: Class 19 contains 30570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121688.000000 Penalty: 31291.560547
Iteration 54Q: 15 clusters Score -9.412169e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 70285 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 5 contains 344163 members 
Mstep: Class 6 contains 61864 members 
Mstep: Class 9 contains 46813 members 
Mstep: Class 10 contains 4529 members 
Mstep: Class 12 contains 57646 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 244565 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 30405 members 
Mstep: Class 18 contains 36901 members 
Mstep: Class 19 contains 30552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122168.000000 Penalty: 31291.560547
Iteration 55Q: 15 clusters Score -9.412217e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 70487 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 344177 members 
Mstep: Class 6 contains 61719 members 
Mstep: Class 9 contains 46705 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 12 contains 57619 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 243641 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 30384 members 
Mstep: Class 18 contains 37752 members 
Mstep: Class 19 contains 30536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121728.000000 Penalty: 31291.560547
Iteration 56Q: 15 clusters Score -9.412173e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 70686 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 344142 members 
Mstep: Class 6 contains 61595 members 
Mstep: Class 9 contains 46614 members 
Mstep: Class 10 contains 4628 members 
Mstep: Class 12 contains 57590 members 
Mstep: Class 13 contains 5458 members 
Mstep: Class 14 contains 242803 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 16 contains 30351 members 
Mstep: Class 18 contains 38557 members 
Mstep: Class 19 contains 30520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121752.000000 Penalty: 31291.560547
Iteration 57Q: 15 clusters Score -9.412175e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 70889 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 5 contains 344026 members 
Mstep: Class 6 contains 61481 members 
Mstep: Class 9 contains 46540 members 
Mstep: Class 10 contains 4672 members 
Mstep: Class 12 contains 57541 members 
Mstep: Class 13 contains 5591 members 
Mstep: Class 14 contains 242034 members 
Mstep: Class 15 contains 2830 members 
Mstep: Class 16 contains 30328 members 
Mstep: Class 18 contains 39379 members 
Mstep: Class 19 contains 30491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122208.000000 Penalty: 31291.560547
Iteration 58Q: 15 clusters Score -9.412221e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 71092 members 
Mstep: Class 4 contains 1948 members 
Mstep: Class 5 contains 343840 members 
Mstep: Class 6 contains 61392 members 
Mstep: Class 9 contains 46456 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 12 contains 57480 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 241313 members 
Mstep: Class 15 contains 2835 members 
Mstep: Class 16 contains 30328 members 
Mstep: Class 18 contains 40178 members 
Mstep: Class 19 contains 30479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122528.000000 Penalty: 31291.560547
Iteration 59Q: 15 clusters Score -9.412253e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 71281 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 343700 members 
Mstep: Class 6 contains 61295 members 
Mstep: Class 9 contains 46394 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 12 contains 57432 members 
Mstep: Class 13 contains 5882 members 
Mstep: Class 14 contains 240645 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 18 contains 40927 members 
Mstep: Class 19 contains 30441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122800.000000 Penalty: 31291.560547
Iteration 60F: 15 clusters Score -9.41228e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 71497 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 343519 members 
Mstep: Class 6 contains 61218 members 
Mstep: Class 9 contains 46327 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 12 contains 57384 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 240008 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 30287 members 
Mstep: Class 18 contains 41626 members 
Mstep: Class 19 contains 30414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123064.000000 Penalty: 31291.560547
Iteration 61Q: 15 clusters Score -9.412306e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 71733 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 343256 members 
Mstep: Class 6 contains 61128 members 
Mstep: Class 9 contains 46270 members 
Mstep: Class 10 contains 4821 members 
Mstep: Class 12 contains 57314 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 239527 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 16 contains 30288 members 
Mstep: Class 18 contains 42248 members 
Mstep: Class 19 contains 30385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123560.000000 Penalty: 31291.560547
Iteration 62Q: 15 clusters Score -9.412356e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 71966 members 
Mstep: Class 4 contains 1962 members 
Mstep: Class 5 contains 342899 members 
Mstep: Class 6 contains 61044 members 
Mstep: Class 9 contains 46197 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 6280 members 
Mstep: Class 14 contains 239180 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 30279 members 
Mstep: Class 18 contains 42832 members 
Mstep: Class 19 contains 30359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123848.000000 Penalty: 31291.560547
Iteration 63Q: 15 clusters Score -9.412385e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 72137 members 
Mstep: Class 4 contains 1961 members 
Mstep: Class 5 contains 342676 members 
Mstep: Class 6 contains 60924 members 
Mstep: Class 9 contains 46131 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 12 contains 57199 members 
Mstep: Class 13 contains 6395 members 
Mstep: Class 14 contains 238867 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 16 contains 30266 members 
Mstep: Class 18 contains 43372 members 
Mstep: Class 19 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94124064.000000 Penalty: 31291.560547
Iteration 64Q: 15 clusters Score -9.412406e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 72280 members 
Mstep: Class 4 contains 1966 members 
Mstep: Class 5 contains 342352 members 
Mstep: Class 6 contains 60823 members 
Mstep: Class 9 contains 46048 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 12 contains 57152 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 238684 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 30245 members 
Mstep: Class 18 contains 43861 members 
Mstep: Class 19 contains 30337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123856.000000 Penalty: 31291.560547
Iteration 65Q: 15 clusters Score -9.412386e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 72463 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 5 contains 341993 members 
Mstep: Class 6 contains 60724 members 
Mstep: Class 9 contains 45960 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 12 contains 57105 members 
Mstep: Class 13 contains 6616 members 
Mstep: Class 14 contains 238620 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 30208 members 
Mstep: Class 18 contains 44315 members 
Mstep: Class 19 contains 30289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94124224.000000 Penalty: 31291.560547
Iteration 66Q: 15 clusters Score -9.412422e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 72636 members 
Mstep: Class 4 contains 1961 members 
Mstep: Class 5 contains 341651 members 
Mstep: Class 6 contains 60618 members 
Mstep: Class 9 contains 45859 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 12 contains 57048 members 
Mstep: Class 13 contains 6713 members 
Mstep: Class 14 contains 238655 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 16 contains 30165 members 
Mstep: Class 18 contains 44697 members 
Mstep: Class 19 contains 30245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94124624.000000 Penalty: 31291.560547
Iteration 67Q: 15 clusters Score -9.412462e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 72757 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 341352 members 
Mstep: Class 6 contains 60485 members 
Mstep: Class 9 contains 45749 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 12 contains 56972 members 
Mstep: Class 13 contains 6806 members 
Mstep: Class 14 contains 238746 members 
Mstep: Class 15 contains 2886 members 
Mstep: Class 16 contains 30119 members 
Mstep: Class 18 contains 45079 members 
Mstep: Class 19 contains 30205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94124976.000000 Penalty: 31291.560547
Iteration 68Q: 15 clusters Score -9.412498e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 72882 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 341088 members 
Mstep: Class 6 contains 60305 members 
Mstep: Class 9 contains 45625 members 
Mstep: Class 10 contains 5103 members 
Mstep: Class 12 contains 56903 members 
Mstep: Class 13 contains 6908 members 
Mstep: Class 14 contains 238920 members 
Mstep: Class 15 contains 2889 members 
Mstep: Class 16 contains 30056 members 
Mstep: Class 18 contains 45382 members 
Mstep: Class 19 contains 30190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94124936.000000 Penalty: 31291.560547
Iteration 69Q: 15 clusters Score -9.412494e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 73000 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 340861 members 
Mstep: Class 6 contains 60089 members 
Mstep: Class 9 contains 45503 members 
Mstep: Class 10 contains 5140 members 
Mstep: Class 12 contains 56816 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 239169 members 
Mstep: Class 15 contains 2886 members 
Mstep: Class 16 contains 30003 members 
Mstep: Class 18 contains 45668 members 
Mstep: Class 19 contains 30166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94125392.000000 Penalty: 31291.560547
Iteration 70Q: 15 clusters Score -9.412539e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 73077 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 340578 members 
Mstep: Class 6 contains 59908 members 
Mstep: Class 9 contains 45362 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 12 contains 56729 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 239534 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 16 contains 29927 members 
Mstep: Class 18 contains 45924 members 
Mstep: Class 19 contains 30147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94125952.000000 Penalty: 31291.560547
Iteration 71Q: 15 clusters Score -9.412595e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 73152 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 340248 members 
Mstep: Class 6 contains 59708 members 
Mstep: Class 9 contains 45217 members 
Mstep: Class 10 contains 5202 members 
Mstep: Class 12 contains 56625 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 240049 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 16 contains 29851 members 
Mstep: Class 18 contains 46150 members 
Mstep: Class 19 contains 30104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126048.000000 Penalty: 31291.560547
Iteration 72Q: 15 clusters Score -9.412605e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 73203 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 339980 members 
Mstep: Class 6 contains 59496 members 
Mstep: Class 9 contains 45087 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 12 contains 56509 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 240612 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 29759 members 
Mstep: Class 18 contains 46347 members 
Mstep: Class 19 contains 30040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126608.000000 Penalty: 31291.560547
Iteration 73Q: 15 clusters Score -9.412661e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 73253 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 339685 members 
Mstep: Class 6 contains 59245 members 
Mstep: Class 9 contains 44947 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 12 contains 56388 members 
Mstep: Class 13 contains 7264 members 
Mstep: Class 14 contains 241299 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 16 contains 29652 members 
Mstep: Class 18 contains 46506 members 
Mstep: Class 19 contains 30008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126920.000000 Penalty: 31291.560547
Iteration 74Q: 15 clusters Score -9.412692e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 73314 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 339373 members 
Mstep: Class 6 contains 58960 members 
Mstep: Class 9 contains 44842 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 12 contains 56272 members 
Mstep: Class 13 contains 7275 members 
Mstep: Class 14 contains 242049 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 29557 members 
Mstep: Class 18 contains 46632 members 
Mstep: Class 19 contains 29966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127472.000000 Penalty: 31291.560547
Iteration 75Q: 15 clusters Score -9.412747e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 73395 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 339097 members 
Mstep: Class 6 contains 58694 members 
Mstep: Class 9 contains 44686 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 12 contains 56171 members 
Mstep: Class 13 contains 7282 members 
Mstep: Class 14 contains 242846 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 16 contains 29460 members 
Mstep: Class 18 contains 46701 members 
Mstep: Class 19 contains 29909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128152.000000 Penalty: 31291.560547
Iteration 76Q: 15 clusters Score -9.412815e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 73456 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 338698 members 
Mstep: Class 6 contains 58424 members 
Mstep: Class 9 contains 44552 members 
Mstep: Class 10 contains 5363 members 
Mstep: Class 12 contains 56079 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 243771 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 16 contains 29362 members 
Mstep: Class 18 contains 46747 members 
Mstep: Class 19 contains 29859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128464.000000 Penalty: 31291.560547
Iteration 77Q: 15 clusters Score -9.412846e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 73513 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 338321 members 
Mstep: Class 6 contains 58152 members 
Mstep: Class 9 contains 44407 members 
Mstep: Class 10 contains 5395 members 
Mstep: Class 12 contains 55985 members 
Mstep: Class 13 contains 7324 members 
Mstep: Class 14 contains 244704 members 
Mstep: Class 15 contains 2874 members 
Mstep: Class 16 contains 29267 members 
Mstep: Class 18 contains 46771 members 
Mstep: Class 19 contains 29791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128800.000000 Penalty: 31291.560547
Iteration 78Q: 15 clusters Score -9.41288e+07 nChanged 2555
Entering ConstructFrom: 
Score: -94128800.000000 Penalty: 31291.560547
Entering ConstructFrom: 
Trying to split cluster 1 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -252954.531250 Penalty: 1261.075928
	Iteration 0F: 2 clusters Score -252954.5 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 1170 members 
Entering Unmasked Estep 
Score: -250622.843750 Penalty: 2522.151855
	Iteration 0F: 3 clusters Score -250622.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -251100.656250 Penalty: 2522.151855
	Iteration 1F: 3 clusters Score -251100.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -251202.203125 Penalty: 2522.151855
	Iteration 2F: 3 clusters Score -251202.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -251248.875000 Penalty: 2522.151855
	Iteration 3Q: 3 clusters Score -251248.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -251280.968750 Penalty: 2522.151855
	Iteration 4Q: 3 clusters Score -251281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -251306.953125 Penalty: 2522.151855
	Iteration 5Q: 3 clusters Score -251307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -251325.718750 Penalty: 2522.151855
	Iteration 6Q: 3 clusters Score -251325.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -251340.328125 Penalty: 2522.151855
	Iteration 7Q: 3 clusters Score -251340.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -251351.453125 Penalty: 2522.151855
	Iteration 8Q: 3 clusters Score -251351.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -251359.765625 Penalty: 2522.151855
	Iteration 9Q: 3 clusters Score -251359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -251365.984375 Penalty: 2522.151855
	Iteration 10Q: 3 clusters Score -251366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -251372.015625 Penalty: 2522.151855
	Iteration 11Q: 3 clusters Score -251372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -251376.312500 Penalty: 2522.151855
	Iteration 12Q: 3 clusters Score -251376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -251379.062500 Penalty: 2522.151855
	Iteration 13Q: 3 clusters Score -251379.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -251382.500000 Penalty: 2522.151855
	Iteration 14Q: 3 clusters Score -251382.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251388.625000 Penalty: 2522.151855
	Iteration 15Q: 3 clusters Score -251388.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251395.171875 Penalty: 2522.151855
	Iteration 16Q: 3 clusters Score -251395.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -251399.562500 Penalty: 2522.151855
	Iteration 17Q: 3 clusters Score -251399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -251406.609375 Penalty: 2522.151855
	Iteration 18Q: 3 clusters Score -251406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251409.375000 Penalty: 2522.151855
	Iteration 19Q: 3 clusters Score -251409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251411.796875 Penalty: 2522.151855
	Iteration 20F: 3 clusters Score -251411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251412.703125 Penalty: 2522.151855
	Iteration 21Q: 3 clusters Score -251412.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251413.640625 Penalty: 2522.151855
	Iteration 22Q: 3 clusters Score -251413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251414.281250 Penalty: 2522.151855
	Iteration 23Q: 3 clusters Score -251414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251414.718750 Penalty: 2522.151855
	Iteration 24Q: 3 clusters Score -251414.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -251415.375000 Penalty: 2522.151855
	Iteration 25Q: 3 clusters Score -251415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -251415.859375 Penalty: 2522.151855
	Iteration 26Q: 3 clusters Score -251415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -251416.218750 Penalty: 2522.151855
	Iteration 27Q: 3 clusters Score -251416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251416.484375 Penalty: 2522.151855
	Iteration 28Q: 3 clusters Score -251416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251416.484375 Penalty: 2522.151855
	Iteration 29F: 3 clusters Score -251416.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (73557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Entering Unmasked Estep 
Score: -7284299.500000 Penalty: 1820.945190
	Iteration 0F: 2 clusters Score -7284300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -7235136.000000 Penalty: 3641.890381
	Iteration 0F: 3 clusters Score -7235136 nChanged 35008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -7255219.000000 Penalty: 3641.890381
	Iteration 1F: 3 clusters Score -7255219 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -7255904.000000 Penalty: 3641.890381
	Iteration 2Q: 3 clusters Score -7255904 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -7256777.000000 Penalty: 3641.890381
	Iteration 3Q: 3 clusters Score -7256777 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -7258161.500000 Penalty: 3641.890381
	Iteration 4Q: 3 clusters Score -7258162 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -7260800.000000 Penalty: 3641.890381
	Iteration 5F: 3 clusters Score -7260800 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -7264914.500000 Penalty: 3641.890381
	Iteration 6F: 3 clusters Score -7264914 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -7270651.500000 Penalty: 3641.890381
	Iteration 7F: 3 clusters Score -7270652 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -7276233.000000 Penalty: 3641.890381
	Iteration 8F: 3 clusters Score -7276233 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7279980.500000 Penalty: 3641.890381
	Iteration 9F: 3 clusters Score -7279980 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7281612.500000 Penalty: 3641.890381
	Iteration 10Q: 3 clusters Score -7281612 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7282255.500000 Penalty: 3641.890381
	Iteration 11Q: 3 clusters Score -7282256 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7282495.500000 Penalty: 3641.890381
	Iteration 12Q: 3 clusters Score -7282496 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7282610.500000 Penalty: 3641.890381
	Iteration 13Q: 3 clusters Score -7282610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7282697.500000 Penalty: 3641.890381
	Iteration 14Q: 3 clusters Score -7282698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7282748.500000 Penalty: 3641.890381
	Iteration 15Q: 3 clusters Score -7282748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7282806.500000 Penalty: 3641.890381
	Iteration 16Q: 3 clusters Score -7282806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7282844.500000 Penalty: 3641.890381
	Iteration 17Q: 3 clusters Score -7282844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7282876.000000 Penalty: 3641.890381
	Iteration 18Q: 3 clusters Score -7282876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7282907.000000 Penalty: 3641.890381
	Iteration 19Q: 3 clusters Score -7282907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7282926.500000 Penalty: 3641.890381
	Iteration 20F: 3 clusters Score -7282926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7282948.000000 Penalty: 3641.890381
	Iteration 21Q: 3 clusters Score -7282948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7282980.500000 Penalty: 3641.890381
	Iteration 22Q: 3 clusters Score -7282980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7283003.500000 Penalty: 3641.890381
	Iteration 23Q: 3 clusters Score -7283004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7283022.500000 Penalty: 3641.890381
	Iteration 24Q: 3 clusters Score -7283022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7283037.500000 Penalty: 3641.890381
	Iteration 25Q: 3 clusters Score -7283038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7283041.000000 Penalty: 3641.890381
	Iteration 26Q: 3 clusters Score -7283041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7283053.000000 Penalty: 3641.890381
	Iteration 27Q: 3 clusters Score -7283053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7283069.500000 Penalty: 3641.890381
	Iteration 28Q: 3 clusters Score -7283070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7283082.500000 Penalty: 3641.890381
	Iteration 29Q: 3 clusters Score -7283082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7283097.500000 Penalty: 3641.890381
	Iteration 30Q: 3 clusters Score -7283098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7283116.500000 Penalty: 3641.890381
	Iteration 31Q: 3 clusters Score -7283116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7283136.500000 Penalty: 3641.890381
	Iteration 32Q: 3 clusters Score -7283136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7283166.000000 Penalty: 3641.890381
	Iteration 33Q: 3 clusters Score -7283166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7283197.000000 Penalty: 3641.890381
	Iteration 34Q: 3 clusters Score -7283197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7283209.000000 Penalty: 3641.890381
	Iteration 35Q: 3 clusters Score -7283209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7283228.000000 Penalty: 3641.890381
	Iteration 36Q: 3 clusters Score -7283228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7283229.000000 Penalty: 3641.890381
	Iteration 37Q: 3 clusters Score -7283229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7283238.500000 Penalty: 3641.890381
	Iteration 38Q: 3 clusters Score -7283238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7283240.500000 Penalty: 3641.890381
	Iteration 39Q: 3 clusters Score -7283240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7283266.000000 Penalty: 3641.890381
	Iteration 40F: 3 clusters Score -7283266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7283285.000000 Penalty: 3641.890381
	Iteration 41Q: 3 clusters Score -7283285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7283308.500000 Penalty: 3641.890381
	Iteration 42Q: 3 clusters Score -7283308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7283338.500000 Penalty: 3641.890381
	Iteration 43Q: 3 clusters Score -7283338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7283381.000000 Penalty: 3641.890381
	Iteration 44Q: 3 clusters Score -7283381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7283434.000000 Penalty: 3641.890381
	Iteration 45Q: 3 clusters Score -7283434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7283485.000000 Penalty: 3641.890381
	Iteration 46Q: 3 clusters Score -7283485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7283526.500000 Penalty: 3641.890381
	Iteration 47Q: 3 clusters Score -7283526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7283563.500000 Penalty: 3641.890381
	Iteration 48Q: 3 clusters Score -7283564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7283575.000000 Penalty: 3641.890381
	Iteration 49Q: 3 clusters Score -7283575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7283581.000000 Penalty: 3641.890381
	Iteration 50Q: 3 clusters Score -7283581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7283606.500000 Penalty: 3641.890381
	Iteration 51Q: 3 clusters Score -7283606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7283616.000000 Penalty: 3641.890381
	Iteration 52Q: 3 clusters Score -7283616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7283626.500000 Penalty: 3641.890381
	Iteration 53Q: 3 clusters Score -7283626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7283644.000000 Penalty: 3641.890381
	Iteration 54Q: 3 clusters Score -7283644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7283660.000000 Penalty: 3641.890381
	Iteration 55Q: 3 clusters Score -7283660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7283677.500000 Penalty: 3641.890381
	Iteration 56Q: 3 clusters Score -7283678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7283679.000000 Penalty: 3641.890381
	Iteration 57Q: 3 clusters Score -7283679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7283683.000000 Penalty: 3641.890381
	Iteration 58Q: 3 clusters Score -7283683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7283692.500000 Penalty: 3641.890381
	Iteration 59Q: 3 clusters Score -7283692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7283742.000000 Penalty: 3641.890381
	Iteration 60F: 3 clusters Score -7283742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7283780.000000 Penalty: 3641.890381
	Iteration 61Q: 3 clusters Score -7283780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7283794.500000 Penalty: 3641.890381
	Iteration 62Q: 3 clusters Score -7283794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7283819.500000 Penalty: 3641.890381
	Iteration 63Q: 3 clusters Score -7283820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7283832.500000 Penalty: 3641.890381
	Iteration 64Q: 3 clusters Score -7283832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7283841.000000 Penalty: 3641.890381
	Iteration 65Q: 3 clusters Score -7283841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7283844.000000 Penalty: 3641.890381
	Iteration 66Q: 3 clusters Score -7283844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7283849.500000 Penalty: 3641.890381
	Iteration 67Q: 3 clusters Score -7283850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7283855.500000 Penalty: 3641.890381
	Iteration 68Q: 3 clusters Score -7283856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7283862.000000 Penalty: 3641.890381
	Iteration 69Q: 3 clusters Score -7283862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7283866.000000 Penalty: 3641.890381
	Iteration 70Q: 3 clusters Score -7283866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7283867.500000 Penalty: 3641.890381
	Iteration 71Q: 3 clusters Score -7283868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7283866.000000 Penalty: 3641.890381
	Iteration 72Q: 3 clusters Score -7283866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7283871.000000 Penalty: 3641.890381
	Iteration 73Q: 3 clusters Score -7283871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7283872.000000 Penalty: 3641.890381
	Iteration 74Q: 3 clusters Score -7283872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7283872.000000 Penalty: 3641.890381
	Iteration 75Q: 3 clusters Score -7283872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7283876.000000 Penalty: 3641.890381
	Iteration 76Q: 3 clusters Score -7283876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7283870.000000 Penalty: 3641.890381
	Iteration 77Q: 3 clusters Score -7283870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7283868.000000 Penalty: 3641.890381
	Iteration 78Q: 3 clusters Score -7283868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7283861.500000 Penalty: 3641.890381
	Iteration 79Q: 3 clusters Score -7283862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7283861.500000 Penalty: 3641.890381
	Iteration 80F: 3 clusters Score -7283862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7283861.500000 Penalty: 3641.890381
	Iteration 81Q: 3 clusters Score -7283862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7283863.500000 Penalty: 3641.890381
	Iteration 82Q: 3 clusters Score -7283864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7283858.000000 Penalty: 3641.890381
	Iteration 83Q: 3 clusters Score -7283858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7283872.500000 Penalty: 3641.890381
	Iteration 84Q: 3 clusters Score -7283872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7283867.000000 Penalty: 3641.890381
	Iteration 85Q: 3 clusters Score -7283867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7283870.000000 Penalty: 3641.890381
	Iteration 86Q: 3 clusters Score -7283870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7283875.000000 Penalty: 3641.890381
	Iteration 87Q: 3 clusters Score -7283875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7283873.000000 Penalty: 3641.890381
	Iteration 88Q: 3 clusters Score -7283873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7283874.000000 Penalty: 3641.890381
	Iteration 89Q: 3 clusters Score -7283874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7283877.500000 Penalty: 3641.890381
	Iteration 90Q: 3 clusters Score -7283878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7283880.500000 Penalty: 3641.890381
	Iteration 91Q: 3 clusters Score -7283880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7283880.500000 Penalty: 3641.890381
	Iteration 92Q: 3 clusters Score -7283880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7283873.500000 Penalty: 3641.890381
	Iteration 93Q: 3 clusters Score -7283874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7283881.000000 Penalty: 3641.890381
	Iteration 94Q: 3 clusters Score -7283881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7283887.500000 Penalty: 3641.890381
	Iteration 95Q: 3 clusters Score -7283888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7283891.000000 Penalty: 3641.890381
	Iteration 96Q: 3 clusters Score -7283891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7283885.000000 Penalty: 3641.890381
	Iteration 97Q: 3 clusters Score -7283885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7283882.500000 Penalty: 3641.890381
	Iteration 98Q: 3 clusters Score -7283882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7283887.500000 Penalty: 3641.890381
	Iteration 99Q: 3 clusters Score -7283888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7283887.000000 Penalty: 3641.890381
	Iteration 100F: 3 clusters Score -7283887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7283889.000000 Penalty: 3641.890381
	Iteration 101Q: 3 clusters Score -7283889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7283890.000000 Penalty: 3641.890381
	Iteration 102Q: 3 clusters Score -7283890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7283893.000000 Penalty: 3641.890381
	Iteration 103Q: 3 clusters Score -7283893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7283893.000000 Penalty: 3641.890381
	Iteration 104F: 3 clusters Score -7283893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -190234.187500 Penalty: 1231.365479
	Iteration 0F: 2 clusters Score -190234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -188200.921875 Penalty: 2462.730957
	Iteration 0F: 3 clusters Score -188200.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -188603.906250 Penalty: 2462.730957
	Iteration 1F: 3 clusters Score -188603.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -188697.203125 Penalty: 2462.730957
	Iteration 2F: 3 clusters Score -188697.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -188752.734375 Penalty: 2462.730957
	Iteration 3Q: 3 clusters Score -188752.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188784.015625 Penalty: 2462.730957
	Iteration 4Q: 3 clusters Score -188784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188811.421875 Penalty: 2462.730957
	Iteration 5Q: 3 clusters Score -188811.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -188831.312500 Penalty: 2462.730957
	Iteration 6Q: 3 clusters Score -188831.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -188842.734375 Penalty: 2462.730957
	Iteration 7Q: 3 clusters Score -188842.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -188850.218750 Penalty: 2462.730957
	Iteration 8Q: 3 clusters Score -188850.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -188858.484375 Penalty: 2462.730957
	Iteration 9Q: 3 clusters Score -188858.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -188863.796875 Penalty: 2462.730957
	Iteration 10Q: 3 clusters Score -188863.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -188867.234375 Penalty: 2462.730957
	Iteration 11Q: 3 clusters Score -188867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -188870.515625 Penalty: 2462.730957
	Iteration 12Q: 3 clusters Score -188870.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -188876.531250 Penalty: 2462.730957
	Iteration 13Q: 3 clusters Score -188876.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -188879.546875 Penalty: 2462.730957
	Iteration 14Q: 3 clusters Score -188879.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -188886.609375 Penalty: 2462.730957
	Iteration 15Q: 3 clusters Score -188886.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188892.187500 Penalty: 2462.730957
	Iteration 16Q: 3 clusters Score -188892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -188896.671875 Penalty: 2462.730957
	Iteration 17Q: 3 clusters Score -188896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -188900.218750 Penalty: 2462.730957
	Iteration 18Q: 3 clusters Score -188900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -188906.671875 Penalty: 2462.730957
	Iteration 19Q: 3 clusters Score -188906.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -188916.234375 Penalty: 2462.730957
	Iteration 20F: 3 clusters Score -188916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -188922.750000 Penalty: 2462.730957
	Iteration 21Q: 3 clusters Score -188922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -188928.562500 Penalty: 2462.730957
	Iteration 22Q: 3 clusters Score -188928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188934.968750 Penalty: 2462.730957
	Iteration 23Q: 3 clusters Score -188935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -188941.734375 Penalty: 2462.730957
	Iteration 24Q: 3 clusters Score -188941.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -188946.328125 Penalty: 2462.730957
	Iteration 25Q: 3 clusters Score -188946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188950.234375 Penalty: 2462.730957
	Iteration 26Q: 3 clusters Score -188950.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -188953.312500 Penalty: 2462.730957
	Iteration 27Q: 3 clusters Score -188953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188956.265625 Penalty: 2462.730957
	Iteration 28Q: 3 clusters Score -188956.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -188959.375000 Penalty: 2462.730957
	Iteration 29Q: 3 clusters Score -188959.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -188962.921875 Penalty: 2462.730957
	Iteration 30Q: 3 clusters Score -188962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -188964.531250 Penalty: 2462.730957
	Iteration 31Q: 3 clusters Score -188964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -188965.812500 Penalty: 2462.730957
	Iteration 32Q: 3 clusters Score -188965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -188965.812500 Penalty: 2462.730957
	Iteration 33F: 3 clusters Score -188965.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (338044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338044 members 
Entering Unmasked Estep 
Score: -34323068.000000 Penalty: 2068.776367
	Iteration 0F: 2 clusters Score -3.432307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168869 members 
Mstep: Class 2 contains 169175 members 
Entering Unmasked Estep 
Score: -34103540.000000 Penalty: 4137.552734
	Iteration 0F: 3 clusters Score -3.410354e+07 nChanged 165299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160792 members 
Mstep: Class 2 contains 177252 members 
Entering Unmasked Estep 
Score: -34202484.000000 Penalty: 4137.552734
	Iteration 1F: 3 clusters Score -3.420248e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156484 members 
Mstep: Class 2 contains 181560 members 
Entering Unmasked Estep 
Score: -34204864.000000 Penalty: 4137.552734
	Iteration 2Q: 3 clusters Score -3.420486e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 187982 members 
Entering Unmasked Estep 
Score: -34209004.000000 Penalty: 4137.552734
	Iteration 3Q: 3 clusters Score -3.4209e+07 nChanged 17221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141019 members 
Mstep: Class 2 contains 197025 members 
Entering Unmasked Estep 
Score: -34216316.000000 Penalty: 4137.552734
	Iteration 4F: 3 clusters Score -3.421632e+07 nChanged 21454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129491 members 
Mstep: Class 2 contains 208553 members 
Entering Unmasked Estep 
Score: -34228320.000000 Penalty: 4137.552734
	Iteration 5F: 3 clusters Score -3.422832e+07 nChanged 24811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117104 members 
Mstep: Class 2 contains 220940 members 
Entering Unmasked Estep 
Score: -34246648.000000 Penalty: 4137.552734
	Iteration 6F: 3 clusters Score -3.424665e+07 nChanged 25318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 229874 members 
Entering Unmasked Estep 
Score: -34267992.000000 Penalty: 4137.552734
	Iteration 7F: 3 clusters Score -3.426799e+07 nChanged 22102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105384 members 
Mstep: Class 2 contains 232660 members 
Entering Unmasked Estep 
Score: -34281924.000000 Penalty: 4137.552734
	Iteration 8F: 3 clusters Score -3.428192e+07 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 232131 members 
Entering Unmasked Estep 
Score: -34286476.000000 Penalty: 4137.552734
	Iteration 9Q: 3 clusters Score -3.428648e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 231039 members 
Entering Unmasked Estep 
Score: -34287972.000000 Penalty: 4137.552734
	Iteration 10Q: 3 clusters Score -3.428797e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 229855 members 
Entering Unmasked Estep 
Score: -34289192.000000 Penalty: 4137.552734
	Iteration 11Q: 3 clusters Score -3.428919e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 228487 members 
Entering Unmasked Estep 
Score: -34290524.000000 Penalty: 4137.552734
	Iteration 12Q: 3 clusters Score -3.429052e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 227041 members 
Entering Unmasked Estep 
Score: -34291804.000000 Penalty: 4137.552734
	Iteration 13Q: 3 clusters Score -3.42918e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112667 members 
Mstep: Class 2 contains 225377 members 
Entering Unmasked Estep 
Score: -34293276.000000 Penalty: 4137.552734
	Iteration 14Q: 3 clusters Score -3.429328e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114473 members 
Mstep: Class 2 contains 223571 members 
Entering Unmasked Estep 
Score: -34294412.000000 Penalty: 4137.552734
	Iteration 15Q: 3 clusters Score -3.429441e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 221627 members 
Entering Unmasked Estep 
Score: -34295316.000000 Penalty: 4137.552734
	Iteration 16Q: 3 clusters Score -3.429532e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118304 members 
Mstep: Class 2 contains 219740 members 
Entering Unmasked Estep 
Score: -34296116.000000 Penalty: 4137.552734
	Iteration 17Q: 3 clusters Score -3.429612e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120262 members 
Mstep: Class 2 contains 217782 members 
Entering Unmasked Estep 
Score: -34296672.000000 Penalty: 4137.552734
	Iteration 18Q: 3 clusters Score -3.429667e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 215815 members 
Entering Unmasked Estep 
Score: -34297080.000000 Penalty: 4137.552734
	Iteration 19Q: 3 clusters Score -3.429708e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124232 members 
Mstep: Class 2 contains 213812 members 
Entering Unmasked Estep 
Score: -34297584.000000 Penalty: 4137.552734
	Iteration 20F: 3 clusters Score -3.429758e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126246 members 
Mstep: Class 2 contains 211798 members 
Entering Unmasked Estep 
Score: -34297908.000000 Penalty: 4137.552734
	Iteration 21Q: 3 clusters Score -3.429791e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128239 members 
Mstep: Class 2 contains 209805 members 
Entering Unmasked Estep 
Score: -34298208.000000 Penalty: 4137.552734
	Iteration 22Q: 3 clusters Score -3.429821e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130115 members 
Mstep: Class 2 contains 207929 members 
Entering Unmasked Estep 
Score: -34298368.000000 Penalty: 4137.552734
	Iteration 23Q: 3 clusters Score -3.429837e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132019 members 
Mstep: Class 2 contains 206025 members 
Entering Unmasked Estep 
Score: -34298432.000000 Penalty: 4137.552734
	Iteration 24Q: 3 clusters Score -3.429843e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133804 members 
Mstep: Class 2 contains 204240 members 
Entering Unmasked Estep 
Score: -34298524.000000 Penalty: 4137.552734
	Iteration 25Q: 3 clusters Score -3.429852e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Mstep: Class 2 contains 202479 members 
Entering Unmasked Estep 
Score: -34298492.000000 Penalty: 4137.552734
	Iteration 26Q: 3 clusters Score -3.429849e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137262 members 
Mstep: Class 2 contains 200782 members 
Entering Unmasked Estep 
Score: -34298628.000000 Penalty: 4137.552734
	Iteration 27Q: 3 clusters Score -3.429863e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138908 members 
Mstep: Class 2 contains 199136 members 
Entering Unmasked Estep 
Score: -34298816.000000 Penalty: 4137.552734
	Iteration 28Q: 3 clusters Score -3.429882e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140571 members 
Mstep: Class 2 contains 197473 members 
Entering Unmasked Estep 
Score: -34298936.000000 Penalty: 4137.552734
	Iteration 29Q: 3 clusters Score -3.429894e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142046 members 
Mstep: Class 2 contains 195998 members 
Entering Unmasked Estep 
Score: -34298992.000000 Penalty: 4137.552734
	Iteration 30Q: 3 clusters Score -3.429899e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 194503 members 
Entering Unmasked Estep 
Score: -34299212.000000 Penalty: 4137.552734
	Iteration 31Q: 3 clusters Score -3.429921e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144992 members 
Mstep: Class 2 contains 193052 members 
Entering Unmasked Estep 
Score: -34299184.000000 Penalty: 4137.552734
	Iteration 32Q: 3 clusters Score -3.429918e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146327 members 
Mstep: Class 2 contains 191717 members 
Entering Unmasked Estep 
Score: -34299240.000000 Penalty: 4137.552734
	Iteration 33Q: 3 clusters Score -3.429924e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147612 members 
Mstep: Class 2 contains 190432 members 
Entering Unmasked Estep 
Score: -34299228.000000 Penalty: 4137.552734
	Iteration 34Q: 3 clusters Score -3.429923e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148910 members 
Mstep: Class 2 contains 189134 members 
Entering Unmasked Estep 
Score: -34299252.000000 Penalty: 4137.552734
	Iteration 35Q: 3 clusters Score -3.429925e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150107 members 
Mstep: Class 2 contains 187937 members 
Entering Unmasked Estep 
Score: -34299176.000000 Penalty: 4137.552734
	Iteration 36Q: 3 clusters Score -3.429918e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151245 members 
Mstep: Class 2 contains 186799 members 
Entering Unmasked Estep 
Score: -34299364.000000 Penalty: 4137.552734
	Iteration 37Q: 3 clusters Score -3.429936e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152220 members 
Mstep: Class 2 contains 185824 members 
Entering Unmasked Estep 
Score: -34299400.000000 Penalty: 4137.552734
	Iteration 38Q: 3 clusters Score -3.42994e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153218 members 
Mstep: Class 2 contains 184826 members 
Entering Unmasked Estep 
Score: -34299460.000000 Penalty: 4137.552734
	Iteration 39Q: 3 clusters Score -3.429946e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154154 members 
Mstep: Class 2 contains 183890 members 
Entering Unmasked Estep 
Score: -34299504.000000 Penalty: 4137.552734
	Iteration 40F: 3 clusters Score -3.42995e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155092 members 
Mstep: Class 2 contains 182952 members 
Entering Unmasked Estep 
Score: -34299488.000000 Penalty: 4137.552734
	Iteration 41Q: 3 clusters Score -3.429949e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 181942 members 
Entering Unmasked Estep 
Score: -34299396.000000 Penalty: 4137.552734
	Iteration 42Q: 3 clusters Score -3.42994e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157115 members 
Mstep: Class 2 contains 180929 members 
Entering Unmasked Estep 
Score: -34299492.000000 Penalty: 4137.552734
	Iteration 43Q: 3 clusters Score -3.429949e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 2 contains 179905 members 
Entering Unmasked Estep 
Score: -34299556.000000 Penalty: 4137.552734
	Iteration 44Q: 3 clusters Score -3.429956e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159194 members 
Mstep: Class 2 contains 178850 members 
Entering Unmasked Estep 
Score: -34299528.000000 Penalty: 4137.552734
	Iteration 45Q: 3 clusters Score -3.429953e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160330 members 
Mstep: Class 2 contains 177714 members 
Entering Unmasked Estep 
Score: -34299596.000000 Penalty: 4137.552734
	Iteration 46Q: 3 clusters Score -3.42996e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161559 members 
Mstep: Class 2 contains 176485 members 
Entering Unmasked Estep 
Score: -34299592.000000 Penalty: 4137.552734
	Iteration 47Q: 3 clusters Score -3.429959e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162775 members 
Mstep: Class 2 contains 175269 members 
Entering Unmasked Estep 
Score: -34299732.000000 Penalty: 4137.552734
	Iteration 48Q: 3 clusters Score -3.429973e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 174016 members 
Entering Unmasked Estep 
Score: -34299652.000000 Penalty: 4137.552734
	Iteration 49Q: 3 clusters Score -3.429965e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165200 members 
Mstep: Class 2 contains 172844 members 
Entering Unmasked Estep 
Score: -34299656.000000 Penalty: 4137.552734
	Iteration 50Q: 3 clusters Score -3.429966e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166465 members 
Mstep: Class 2 contains 171579 members 
Entering Unmasked Estep 
Score: -34299736.000000 Penalty: 4137.552734
	Iteration 51Q: 3 clusters Score -3.429974e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167624 members 
Mstep: Class 2 contains 170420 members 
Entering Unmasked Estep 
Score: -34299592.000000 Penalty: 4137.552734
	Iteration 52Q: 3 clusters Score -3.429959e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168812 members 
Mstep: Class 2 contains 169232 members 
Entering Unmasked Estep 
Score: -34299528.000000 Penalty: 4137.552734
	Iteration 53Q: 3 clusters Score -3.429953e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169965 members 
Mstep: Class 2 contains 168079 members 
Entering Unmasked Estep 
Score: -34299512.000000 Penalty: 4137.552734
	Iteration 54Q: 3 clusters Score -3.429951e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170963 members 
Mstep: Class 2 contains 167081 members 
Entering Unmasked Estep 
Score: -34299532.000000 Penalty: 4137.552734
	Iteration 55Q: 3 clusters Score -3.429953e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 166171 members 
Entering Unmasked Estep 
Score: -34299448.000000 Penalty: 4137.552734
	Iteration 56Q: 3 clusters Score -3.429945e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172684 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -34299568.000000 Penalty: 4137.552734
	Iteration 57Q: 3 clusters Score -3.429957e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173414 members 
Mstep: Class 2 contains 164630 members 
Entering Unmasked Estep 
Score: -34299532.000000 Penalty: 4137.552734
	Iteration 58Q: 3 clusters Score -3.429953e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174082 members 
Mstep: Class 2 contains 163962 members 
Entering Unmasked Estep 
Score: -34299492.000000 Penalty: 4137.552734
	Iteration 59Q: 3 clusters Score -3.429949e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174707 members 
Mstep: Class 2 contains 163337 members 
Entering Unmasked Estep 
Score: -34299468.000000 Penalty: 4137.552734
	Iteration 60F: 3 clusters Score -3.429947e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175257 members 
Mstep: Class 2 contains 162787 members 
Entering Unmasked Estep 
Score: -34299448.000000 Penalty: 4137.552734
	Iteration 61Q: 3 clusters Score -3.429945e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175762 members 
Mstep: Class 2 contains 162282 members 
Entering Unmasked Estep 
Score: -34299484.000000 Penalty: 4137.552734
	Iteration 62Q: 3 clusters Score -3.429948e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176224 members 
Mstep: Class 2 contains 161820 members 
Entering Unmasked Estep 
Score: -34299396.000000 Penalty: 4137.552734
	Iteration 63Q: 3 clusters Score -3.42994e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176668 members 
Mstep: Class 2 contains 161376 members 
Entering Unmasked Estep 
Score: -34299248.000000 Penalty: 4137.552734
	Iteration 64Q: 3 clusters Score -3.429925e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177099 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -34299192.000000 Penalty: 4137.552734
	Iteration 65Q: 3 clusters Score -3.429919e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177483 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -34299200.000000 Penalty: 4137.552734
	Iteration 66Q: 3 clusters Score -3.42992e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177782 members 
Mstep: Class 2 contains 160262 members 
Entering Unmasked Estep 
Score: -34299104.000000 Penalty: 4137.552734
	Iteration 67Q: 3 clusters Score -3.42991e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178090 members 
Mstep: Class 2 contains 159954 members 
Entering Unmasked Estep 
Score: -34299108.000000 Penalty: 4137.552734
	Iteration 68Q: 3 clusters Score -3.429911e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178390 members 
Mstep: Class 2 contains 159654 members 
Entering Unmasked Estep 
Score: -34299028.000000 Penalty: 4137.552734
	Iteration 69Q: 3 clusters Score -3.429903e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178666 members 
Mstep: Class 2 contains 159378 members 
Entering Unmasked Estep 
Score: -34298976.000000 Penalty: 4137.552734
	Iteration 70Q: 3 clusters Score -3.429898e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178913 members 
Mstep: Class 2 contains 159131 members 
Entering Unmasked Estep 
Score: -34298888.000000 Penalty: 4137.552734
	Iteration 71Q: 3 clusters Score -3.429889e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179166 members 
Mstep: Class 2 contains 158878 members 
Entering Unmasked Estep 
Score: -34298820.000000 Penalty: 4137.552734
	Iteration 72Q: 3 clusters Score -3.429882e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179394 members 
Mstep: Class 2 contains 158650 members 
Entering Unmasked Estep 
Score: -34298796.000000 Penalty: 4137.552734
	Iteration 73Q: 3 clusters Score -3.42988e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179627 members 
Mstep: Class 2 contains 158417 members 
Entering Unmasked Estep 
Score: -34298728.000000 Penalty: 4137.552734
	Iteration 74Q: 3 clusters Score -3.429873e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179896 members 
Mstep: Class 2 contains 158148 members 
Entering Unmasked Estep 
Score: -34298720.000000 Penalty: 4137.552734
	Iteration 75Q: 3 clusters Score -3.429872e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180129 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -34298688.000000 Penalty: 4137.552734
	Iteration 76Q: 3 clusters Score -3.429869e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180352 members 
Mstep: Class 2 contains 157692 members 
Entering Unmasked Estep 
Score: -34298700.000000 Penalty: 4137.552734
	Iteration 77Q: 3 clusters Score -3.42987e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180550 members 
Mstep: Class 2 contains 157494 members 
Entering Unmasked Estep 
Score: -34298636.000000 Penalty: 4137.552734
	Iteration 78Q: 3 clusters Score -3.429864e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180750 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -34298648.000000 Penalty: 4137.552734
	Iteration 79Q: 3 clusters Score -3.429865e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180918 members 
Mstep: Class 2 contains 157126 members 
Entering Unmasked Estep 
Score: -34298632.000000 Penalty: 4137.552734
	Iteration 80F: 3 clusters Score -3.429863e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181076 members 
Mstep: Class 2 contains 156968 members 
Entering Unmasked Estep 
Score: -34298688.000000 Penalty: 4137.552734
	Iteration 81Q: 3 clusters Score -3.429869e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181221 members 
Mstep: Class 2 contains 156823 members 
Entering Unmasked Estep 
Score: -34298660.000000 Penalty: 4137.552734
	Iteration 82Q: 3 clusters Score -3.429866e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181359 members 
Mstep: Class 2 contains 156685 members 
Entering Unmasked Estep 
Score: -34298624.000000 Penalty: 4137.552734
	Iteration 83Q: 3 clusters Score -3.429862e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181459 members 
Mstep: Class 2 contains 156585 members 
Entering Unmasked Estep 
Score: -34298620.000000 Penalty: 4137.552734
	Iteration 84Q: 3 clusters Score -3.429862e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181560 members 
Mstep: Class 2 contains 156484 members 
Entering Unmasked Estep 
Score: -34298632.000000 Penalty: 4137.552734
	Iteration 85Q: 3 clusters Score -3.429863e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181635 members 
Mstep: Class 2 contains 156409 members 
Entering Unmasked Estep 
Score: -34298612.000000 Penalty: 4137.552734
	Iteration 86Q: 3 clusters Score -3.429861e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181681 members 
Mstep: Class 2 contains 156363 members 
Entering Unmasked Estep 
Score: -34298584.000000 Penalty: 4137.552734
	Iteration 87Q: 3 clusters Score -3.429858e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181716 members 
Mstep: Class 2 contains 156328 members 
Entering Unmasked Estep 
Score: -34298632.000000 Penalty: 4137.552734
	Iteration 88Q: 3 clusters Score -3.429863e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181747 members 
Mstep: Class 2 contains 156297 members 
Entering Unmasked Estep 
Score: -34298648.000000 Penalty: 4137.552734
	Iteration 89Q: 3 clusters Score -3.429865e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181780 members 
Mstep: Class 2 contains 156264 members 
Entering Unmasked Estep 
Score: -34298652.000000 Penalty: 4137.552734
	Iteration 90Q: 3 clusters Score -3.429865e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181828 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -34298664.000000 Penalty: 4137.552734
	Iteration 91Q: 3 clusters Score -3.429866e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181870 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -34298640.000000 Penalty: 4137.552734
	Iteration 92Q: 3 clusters Score -3.429864e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181899 members 
Mstep: Class 2 contains 156145 members 
Entering Unmasked Estep 
Score: -34298632.000000 Penalty: 4137.552734
	Iteration 93Q: 3 clusters Score -3.429863e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181930 members 
Mstep: Class 2 contains 156114 members 
Entering Unmasked Estep 
Score: -34298608.000000 Penalty: 4137.552734
	Iteration 94Q: 3 clusters Score -3.429861e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181968 members 
Mstep: Class 2 contains 156076 members 
Entering Unmasked Estep 
Score: -34298600.000000 Penalty: 4137.552734
	Iteration 95Q: 3 clusters Score -3.42986e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182008 members 
Mstep: Class 2 contains 156036 members 
Entering Unmasked Estep 
Score: -34298604.000000 Penalty: 4137.552734
	Iteration 96Q: 3 clusters Score -3.42986e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182048 members 
Mstep: Class 2 contains 155996 members 
Entering Unmasked Estep 
Score: -34298608.000000 Penalty: 4137.552734
	Iteration 97Q: 3 clusters Score -3.429861e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182102 members 
Mstep: Class 2 contains 155942 members 
Entering Unmasked Estep 
Score: -34298604.000000 Penalty: 4137.552734
	Iteration 98Q: 3 clusters Score -3.42986e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182155 members 
Mstep: Class 2 contains 155889 members 
Entering Unmasked Estep 
Score: -34298576.000000 Penalty: 4137.552734
	Iteration 99Q: 3 clusters Score -3.429858e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182192 members 
Mstep: Class 2 contains 155852 members 
Entering Unmasked Estep 
Score: -34298608.000000 Penalty: 4137.552734
	Iteration 100F: 3 clusters Score -3.429861e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182226 members 
Mstep: Class 2 contains 155818 members 
Entering Unmasked Estep 
Score: -34298600.000000 Penalty: 4137.552734
	Iteration 101Q: 3 clusters Score -3.42986e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182259 members 
Mstep: Class 2 contains 155785 members 
Entering Unmasked Estep 
Score: -34298580.000000 Penalty: 4137.552734
	Iteration 102Q: 3 clusters Score -3.429858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 155743 members 
Entering Unmasked Estep 
Score: -34298576.000000 Penalty: 4137.552734
	Iteration 103Q: 3 clusters Score -3.429858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182333 members 
Mstep: Class 2 contains 155711 members 
Entering Unmasked Estep 
Score: -34298564.000000 Penalty: 4137.552734
	Iteration 104Q: 3 clusters Score -3.429856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182365 members 
Mstep: Class 2 contains 155679 members 
Entering Unmasked Estep 
Score: -34298580.000000 Penalty: 4137.552734
	Iteration 105Q: 3 clusters Score -3.429858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182398 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -34298572.000000 Penalty: 4137.552734
	Iteration 106Q: 3 clusters Score -3.429857e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182439 members 
Mstep: Class 2 contains 155605 members 
Entering Unmasked Estep 
Score: -34298568.000000 Penalty: 4137.552734
	Iteration 107Q: 3 clusters Score -3.429857e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182487 members 
Mstep: Class 2 contains 155557 members 
Entering Unmasked Estep 
Score: -34298604.000000 Penalty: 4137.552734
	Iteration 108Q: 3 clusters Score -3.42986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182538 members 
Mstep: Class 2 contains 155506 members 
Entering Unmasked Estep 
Score: -34298588.000000 Penalty: 4137.552734
	Iteration 109Q: 3 clusters Score -3.429859e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182584 members 
Mstep: Class 2 contains 155460 members 
Entering Unmasked Estep 
Score: -34298596.000000 Penalty: 4137.552734
	Iteration 110Q: 3 clusters Score -3.42986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182616 members 
Mstep: Class 2 contains 155428 members 
Entering Unmasked Estep 
Score: -34298588.000000 Penalty: 4137.552734
	Iteration 111Q: 3 clusters Score -3.429859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182640 members 
Mstep: Class 2 contains 155404 members 
Entering Unmasked Estep 
Score: -34298588.000000 Penalty: 4137.552734
	Iteration 112Q: 3 clusters Score -3.429859e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182660 members 
Mstep: Class 2 contains 155384 members 
Entering Unmasked Estep 
Score: -34298556.000000 Penalty: 4137.552734
	Iteration 113Q: 3 clusters Score -3.429856e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182680 members 
Mstep: Class 2 contains 155364 members 
Entering Unmasked Estep 
Score: -34298552.000000 Penalty: 4137.552734
	Iteration 114Q: 3 clusters Score -3.429855e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182706 members 
Mstep: Class 2 contains 155338 members 
Entering Unmasked Estep 
Score: -34298572.000000 Penalty: 4137.552734
	Iteration 115Q: 3 clusters Score -3.429857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182732 members 
Mstep: Class 2 contains 155312 members 
Entering Unmasked Estep 
Score: -34298544.000000 Penalty: 4137.552734
	Iteration 116Q: 3 clusters Score -3.429854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182761 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -34298540.000000 Penalty: 4137.552734
	Iteration 117Q: 3 clusters Score -3.429854e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182791 members 
Mstep: Class 2 contains 155253 members 
Entering Unmasked Estep 
Score: -34298568.000000 Penalty: 4137.552734
	Iteration 118Q: 3 clusters Score -3.429857e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182821 members 
Mstep: Class 2 contains 155223 members 
Entering Unmasked Estep 
Score: -34298576.000000 Penalty: 4137.552734
	Iteration 119Q: 3 clusters Score -3.429858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182849 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -34298544.000000 Penalty: 4137.552734
	Iteration 120F: 3 clusters Score -3.429854e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182868 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -34298532.000000 Penalty: 4137.552734
	Iteration 121Q: 3 clusters Score -3.429853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182886 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -34298520.000000 Penalty: 4137.552734
	Iteration 122Q: 3 clusters Score -3.429852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182899 members 
Mstep: Class 2 contains 155145 members 
Entering Unmasked Estep 
Score: -34298520.000000 Penalty: 4137.552734
	Iteration 123Q: 3 clusters Score -3.429852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182907 members 
Mstep: Class 2 contains 155137 members 
Entering Unmasked Estep 
Score: -34298504.000000 Penalty: 4137.552734
	Iteration 124Q: 3 clusters Score -3.42985e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182916 members 
Mstep: Class 2 contains 155128 members 
Entering Unmasked Estep 
Score: -34298512.000000 Penalty: 4137.552734
	Iteration 125Q: 3 clusters Score -3.429851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182922 members 
Mstep: Class 2 contains 155122 members 
Entering Unmasked Estep 
Score: -34298488.000000 Penalty: 4137.552734
	Iteration 126Q: 3 clusters Score -3.429849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182926 members 
Mstep: Class 2 contains 155118 members 
Entering Unmasked Estep 
Score: -34298492.000000 Penalty: 4137.552734
	Iteration 127Q: 3 clusters Score -3.429849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 155112 members 
Entering Unmasked Estep 
Score: -34298492.000000 Penalty: 4137.552734
	Iteration 128Q: 3 clusters Score -3.429849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182942 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -34298500.000000 Penalty: 4137.552734
	Iteration 129Q: 3 clusters Score -3.42985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182948 members 
Mstep: Class 2 contains 155096 members 
Entering Unmasked Estep 
Score: -34298500.000000 Penalty: 4137.552734
	Iteration 130Q: 3 clusters Score -3.42985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182957 members 
Mstep: Class 2 contains 155087 members 
Entering Unmasked Estep 
Score: -34298488.000000 Penalty: 4137.552734
	Iteration 131Q: 3 clusters Score -3.429849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182961 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -34298488.000000 Penalty: 4137.552734
	Iteration 132Q: 3 clusters Score -3.429849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182962 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -34298496.000000 Penalty: 4137.552734
	Iteration 133Q: 3 clusters Score -3.42985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182964 members 
Mstep: Class 2 contains 155080 members 
Entering Unmasked Estep 
Score: -34298480.000000 Penalty: 4137.552734
	Iteration 134Q: 3 clusters Score -3.429848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182967 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -34298476.000000 Penalty: 4137.552734
	Iteration 135Q: 3 clusters Score -3.429848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 155072 members 
Entering Unmasked Estep 
Score: -34298456.000000 Penalty: 4137.552734
	Iteration 136Q: 3 clusters Score -3.429846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182975 members 
Mstep: Class 2 contains 155069 members 
Entering Unmasked Estep 
Score: -34298464.000000 Penalty: 4137.552734
	Iteration 137Q: 3 clusters Score -3.429846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 2 contains 155067 members 
Entering Unmasked Estep 
Score: -34298456.000000 Penalty: 4137.552734
	Iteration 138Q: 3 clusters Score -3.429846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -34298448.000000 Penalty: 4137.552734
	Iteration 139Q: 3 clusters Score -3.429845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182974 members 
Mstep: Class 2 contains 155070 members 
Entering Unmasked Estep 
Score: -34298448.000000 Penalty: 4137.552734
	Iteration 140F: 3 clusters Score -3.429845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182970 members 
Mstep: Class 2 contains 155074 members 
Entering Unmasked Estep 
Score: -34298452.000000 Penalty: 4137.552734
	Iteration 141Q: 3 clusters Score -3.429845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182966 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -34298456.000000 Penalty: 4137.552734
	Iteration 142Q: 3 clusters Score -3.429846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182966 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -34298456.000000 Penalty: 4137.552734
	Iteration 143Q: 3 clusters Score -3.429846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182965 members 
Mstep: Class 2 contains 155079 members 
Entering Unmasked Estep 
Score: -34298452.000000 Penalty: 4137.552734
	Iteration 144Q: 3 clusters Score -3.429845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182965 members 
Mstep: Class 2 contains 155079 members 
Entering Unmasked Estep 
Score: -34298452.000000 Penalty: 4137.552734
	Iteration 145Q: 3 clusters Score -3.429845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182967 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -34298460.000000 Penalty: 4137.552734
	Iteration 146Q: 3 clusters Score -3.429846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182969 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -34298460.000000 Penalty: 4137.552734
	Iteration 147Q: 3 clusters Score -3.429846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182973 members 
Mstep: Class 2 contains 155071 members 
Entering Unmasked Estep 
Score: -34298456.000000 Penalty: 4137.552734
	Iteration 148Q: 3 clusters Score -3.429846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -34298476.000000 Penalty: 4137.552734
	Iteration 149Q: 3 clusters Score -3.429848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182981 members 
Mstep: Class 2 contains 155063 members 
Entering Unmasked Estep 
Score: -34298468.000000 Penalty: 4137.552734
	Iteration 150Q: 3 clusters Score -3.429847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182985 members 
Mstep: Class 2 contains 155059 members 
Entering Unmasked Estep 
Score: -34298468.000000 Penalty: 4137.552734
	Iteration 151Q: 3 clusters Score -3.429847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182987 members 
Mstep: Class 2 contains 155057 members 
Entering Unmasked Estep 
Score: -34298480.000000 Penalty: 4137.552734
	Iteration 152Q: 3 clusters Score -3.429848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182988 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -34298492.000000 Penalty: 4137.552734
	Iteration 153Q: 3 clusters Score -3.429849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182989 members 
Mstep: Class 2 contains 155055 members 
Entering Unmasked Estep 
Score: -34298480.000000 Penalty: 4137.552734
	Iteration 154Q: 3 clusters Score -3.429848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182991 members 
Mstep: Class 2 contains 155053 members 
Entering Unmasked Estep 
Score: -34298476.000000 Penalty: 4137.552734
	Iteration 155Q: 3 clusters Score -3.429848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182993 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -34298476.000000 Penalty: 4137.552734
	Iteration 156Q: 3 clusters Score -3.429848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182994 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -34298472.000000 Penalty: 4137.552734
	Iteration 157Q: 3 clusters Score -3.429847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182996 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -34298476.000000 Penalty: 4137.552734
	Iteration 158Q: 3 clusters Score -3.429848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182998 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -34298472.000000 Penalty: 4137.552734
	Iteration 159Q: 3 clusters Score -3.429847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182999 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -34298476.000000 Penalty: 4137.552734
	Iteration 160F: 3 clusters Score -3.429848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Entering Unmasked Estep 
Score: -5999214.500000 Penalty: 1782.001221
	Iteration 0F: 2 clusters Score -5999214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5960465.000000 Penalty: 3564.002441
	Iteration 0F: 3 clusters Score -5960465 nChanged 27391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -5975622.000000 Penalty: 3564.002441
	Iteration 1F: 3 clusters Score -5975622 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -5976064.500000 Penalty: 3564.002441
	Iteration 2Q: 3 clusters Score -5976064 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -5976576.000000 Penalty: 3564.002441
	Iteration 3Q: 3 clusters Score -5976576 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -5977306.000000 Penalty: 3564.002441
	Iteration 4Q: 3 clusters Score -5977306 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -5978415.500000 Penalty: 3564.002441
	Iteration 5Q: 3 clusters Score -5978416 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5980411.500000 Penalty: 3564.002441
	Iteration 6F: 3 clusters Score -5980412 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5983628.000000 Penalty: 3564.002441
	Iteration 7F: 3 clusters Score -5983628 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -5988155.000000 Penalty: 3564.002441
	Iteration 8F: 3 clusters Score -5988155 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -5992563.500000 Penalty: 3564.002441
	Iteration 9F: 3 clusters Score -5992564 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5995384.000000 Penalty: 3564.002441
	Iteration 10F: 3 clusters Score -5995384 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5996672.500000 Penalty: 3564.002441
	Iteration 11Q: 3 clusters Score -5996672 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5997226.000000 Penalty: 3564.002441
	Iteration 12Q: 3 clusters Score -5997226 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5997499.500000 Penalty: 3564.002441
	Iteration 13Q: 3 clusters Score -5997500 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5997639.500000 Penalty: 3564.002441
	Iteration 14Q: 3 clusters Score -5997640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57418 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5997699.000000 Penalty: 3564.002441
	Iteration 15Q: 3 clusters Score -5997699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5997734.500000 Penalty: 3564.002441
	Iteration 16Q: 3 clusters Score -5997734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5997762.000000 Penalty: 3564.002441
	Iteration 17Q: 3 clusters Score -5997762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5997781.500000 Penalty: 3564.002441
	Iteration 18Q: 3 clusters Score -5997782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5997792.500000 Penalty: 3564.002441
	Iteration 19Q: 3 clusters Score -5997792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5997808.500000 Penalty: 3564.002441
	Iteration 20F: 3 clusters Score -5997808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5997824.000000 Penalty: 3564.002441
	Iteration 21Q: 3 clusters Score -5997824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5997828.500000 Penalty: 3564.002441
	Iteration 22Q: 3 clusters Score -5997828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5997836.000000 Penalty: 3564.002441
	Iteration 23Q: 3 clusters Score -5997836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5997833.000000 Penalty: 3564.002441
	Iteration 24Q: 3 clusters Score -5997833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5997837.000000 Penalty: 3564.002441
	Iteration 25Q: 3 clusters Score -5997837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5997837.500000 Penalty: 3564.002441
	Iteration 26Q: 3 clusters Score -5997838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5997833.000000 Penalty: 3564.002441
	Iteration 27Q: 3 clusters Score -5997833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5997837.500000 Penalty: 3564.002441
	Iteration 28Q: 3 clusters Score -5997838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5997836.500000 Penalty: 3564.002441
	Iteration 29Q: 3 clusters Score -5997836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5997841.500000 Penalty: 3564.002441
	Iteration 30Q: 3 clusters Score -5997842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5997845.000000 Penalty: 3564.002441
	Iteration 31Q: 3 clusters Score -5997845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5997845.000000 Penalty: 3564.002441
	Iteration 32F: 3 clusters Score -5997845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Entering Unmasked Estep 
Score: -4556774.500000 Penalty: 1738.438843
	Iteration 0F: 2 clusters Score -4556774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -4527160.000000 Penalty: 3476.877686
	Iteration 0F: 3 clusters Score -4527160 nChanged 20713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4539240.000000 Penalty: 3476.877686
	Iteration 1F: 3 clusters Score -4539240 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4540298.000000 Penalty: 3476.877686
	Iteration 2F: 3 clusters Score -4540298 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -4541824.500000 Penalty: 3476.877686
	Iteration 3F: 3 clusters Score -4541824 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -4543917.500000 Penalty: 3476.877686
	Iteration 4F: 3 clusters Score -4543918 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4546513.500000 Penalty: 3476.877686
	Iteration 5F: 3 clusters Score -4546514 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -4549347.000000 Penalty: 3476.877686
	Iteration 6F: 3 clusters Score -4549347 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -4551784.500000 Penalty: 3476.877686
	Iteration 7F: 3 clusters Score -4551784 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -4553165.000000 Penalty: 3476.877686
	Iteration 8Q: 3 clusters Score -4553165 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4553793.000000 Penalty: 3476.877686
	Iteration 9Q: 3 clusters Score -4553793 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4554046.000000 Penalty: 3476.877686
	Iteration 10Q: 3 clusters Score -4554046 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -4554268.000000 Penalty: 3476.877686
	Iteration 11Q: 3 clusters Score -4554268 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4554458.500000 Penalty: 3476.877686
	Iteration 12Q: 3 clusters Score -4554458 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -4554606.500000 Penalty: 3476.877686
	Iteration 13Q: 3 clusters Score -4554606 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4554712.000000 Penalty: 3476.877686
	Iteration 14Q: 3 clusters Score -4554712 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4554813.000000 Penalty: 3476.877686
	Iteration 15Q: 3 clusters Score -4554813 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4554918.000000 Penalty: 3476.877686
	Iteration 16Q: 3 clusters Score -4554918 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -4555019.500000 Penalty: 3476.877686
	Iteration 17Q: 3 clusters Score -4555020 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4555066.500000 Penalty: 3476.877686
	Iteration 18Q: 3 clusters Score -4555066 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4555144.000000 Penalty: 3476.877686
	Iteration 19Q: 3 clusters Score -4555144 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4555192.000000 Penalty: 3476.877686
	Iteration 20F: 3 clusters Score -4555192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4555240.500000 Penalty: 3476.877686
	Iteration 21Q: 3 clusters Score -4555240 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4555283.000000 Penalty: 3476.877686
	Iteration 22Q: 3 clusters Score -4555283 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4555319.000000 Penalty: 3476.877686
	Iteration 23Q: 3 clusters Score -4555319 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4555368.500000 Penalty: 3476.877686
	Iteration 24Q: 3 clusters Score -4555368 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4555407.500000 Penalty: 3476.877686
	Iteration 25Q: 3 clusters Score -4555408 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4555459.000000 Penalty: 3476.877686
	Iteration 26Q: 3 clusters Score -4555459 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4555467.000000 Penalty: 3476.877686
	Iteration 27Q: 3 clusters Score -4555467 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4555509.000000 Penalty: 3476.877686
	Iteration 28Q: 3 clusters Score -4555509 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4555532.000000 Penalty: 3476.877686
	Iteration 29Q: 3 clusters Score -4555532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4555540.500000 Penalty: 3476.877686
	Iteration 30Q: 3 clusters Score -4555540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4555570.500000 Penalty: 3476.877686
	Iteration 31Q: 3 clusters Score -4555570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4555575.500000 Penalty: 3476.877686
	Iteration 32Q: 3 clusters Score -4555576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4555605.500000 Penalty: 3476.877686
	Iteration 33Q: 3 clusters Score -4555606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4555613.000000 Penalty: 3476.877686
	Iteration 34Q: 3 clusters Score -4555613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4555616.500000 Penalty: 3476.877686
	Iteration 35Q: 3 clusters Score -4555616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4555629.500000 Penalty: 3476.877686
	Iteration 36Q: 3 clusters Score -4555630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4555635.000000 Penalty: 3476.877686
	Iteration 37Q: 3 clusters Score -4555635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4555633.000000 Penalty: 3476.877686
	Iteration 38Q: 3 clusters Score -4555633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4555644.500000 Penalty: 3476.877686
	Iteration 39Q: 3 clusters Score -4555644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4555648.500000 Penalty: 3476.877686
	Iteration 40F: 3 clusters Score -4555648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4555649.000000 Penalty: 3476.877686
	Iteration 41Q: 3 clusters Score -4555649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4555651.500000 Penalty: 3476.877686
	Iteration 42Q: 3 clusters Score -4555652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4555651.500000 Penalty: 3476.877686
	Iteration 43Q: 3 clusters Score -4555652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4555653.000000 Penalty: 3476.877686
	Iteration 44Q: 3 clusters Score -4555653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4555656.500000 Penalty: 3476.877686
	Iteration 45Q: 3 clusters Score -4555656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4555654.000000 Penalty: 3476.877686
	Iteration 46Q: 3 clusters Score -4555654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4555656.000000 Penalty: 3476.877686
	Iteration 47Q: 3 clusters Score -4555656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4555657.000000 Penalty: 3476.877686
	Iteration 48Q: 3 clusters Score -4555657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4555655.500000 Penalty: 3476.877686
	Iteration 49Q: 3 clusters Score -4555656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4555656.500000 Penalty: 3476.877686
	Iteration 50Q: 3 clusters Score -4555656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4555657.000000 Penalty: 3476.877686
	Iteration 51Q: 3 clusters Score -4555657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4555655.000000 Penalty: 3476.877686
	Iteration 52Q: 3 clusters Score -4555655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4555655.000000 Penalty: 3476.877686
	Iteration 53Q: 3 clusters Score -4555655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4555652.500000 Penalty: 3476.877686
	Iteration 54Q: 3 clusters Score -4555652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4555652.500000 Penalty: 3476.877686
	Iteration 55F: 3 clusters Score -4555652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Entering Unmasked Estep 
Score: -518605.062500 Penalty: 1397.360596
	Iteration 0F: 2 clusters Score -518605.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -514474.968750 Penalty: 2794.721191
	Iteration 0F: 3 clusters Score -514475 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -516553.500000 Penalty: 2794.721191
	Iteration 1F: 3 clusters Score -516553.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -517397.781250 Penalty: 2794.721191
	Iteration 2F: 3 clusters Score -517397.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -517958.000000 Penalty: 2794.721191
	Iteration 3F: 3 clusters Score -517958 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -518271.281250 Penalty: 2794.721191
	Iteration 4F: 3 clusters Score -518271.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -518465.343750 Penalty: 2794.721191
	Iteration 5Q: 3 clusters Score -518465.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -518594.437500 Penalty: 2794.721191
	Iteration 6Q: 3 clusters Score -518594.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -518674.156250 Penalty: 2794.721191
	Iteration 7Q: 3 clusters Score -518674.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -518726.250000 Penalty: 2794.721191
	Iteration 8Q: 3 clusters Score -518726.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -518760.531250 Penalty: 2794.721191
	Iteration 9Q: 3 clusters Score -518760.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -518789.125000 Penalty: 2794.721191
	Iteration 10Q: 3 clusters Score -518789.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -518807.406250 Penalty: 2794.721191
	Iteration 11Q: 3 clusters Score -518807.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -518818.187500 Penalty: 2794.721191
	Iteration 12Q: 3 clusters Score -518818.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -518825.343750 Penalty: 2794.721191
	Iteration 13Q: 3 clusters Score -518825.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -518831.718750 Penalty: 2794.721191
	Iteration 14Q: 3 clusters Score -518831.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -518833.875000 Penalty: 2794.721191
	Iteration 15Q: 3 clusters Score -518833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -518836.468750 Penalty: 2794.721191
	Iteration 16Q: 3 clusters Score -518836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -518838.218750 Penalty: 2794.721191
	Iteration 17Q: 3 clusters Score -518838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -518838.218750 Penalty: 2794.721191
	Iteration 18F: 3 clusters Score -518838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 73557 members 
Mstep: Class 3 contains 4886 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 338044 members 
Mstep: Class 6 contains 57882 members 
Mstep: Class 9 contains 44271 members 
Mstep: Class 10 contains 541 members 
Mstep: Class 12 contains 55865 members 
Mstep: Class 13 contains 7338 members 
Mstep: Class 14 contains 245623 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 16 contains 29179 members 
Mstep: Class 18 contains 46749 members 
Mstep: Class 19 contains 29719 members 
Entering Unmasked Estep 
Score: -94128184.000000 Penalty: 33526.671875
Splitting cluster 10 changes total score from -94128800.000000 to -94128184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (55865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Entering Unmasked Estep 
Score: -5773350.000000 Penalty: 1776.237671
	Iteration 0F: 2 clusters Score -5773350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5735962.000000 Penalty: 3552.475342
	Iteration 0F: 3 clusters Score -5735962 nChanged 26378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -5750991.000000 Penalty: 3552.475342
	Iteration 1F: 3 clusters Score -5750991 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5751461.500000 Penalty: 3552.475342
	Iteration 2Q: 3 clusters Score -5751462 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -5752090.500000 Penalty: 3552.475342
	Iteration 3Q: 3 clusters Score -5752090 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -5752890.500000 Penalty: 3552.475342
	Iteration 4Q: 3 clusters Score -5752890 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -5754131.000000 Penalty: 3552.475342
	Iteration 5Q: 3 clusters Score -5754131 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -5756043.500000 Penalty: 3552.475342
	Iteration 6F: 3 clusters Score -5756044 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -5758715.500000 Penalty: 3552.475342
	Iteration 7F: 3 clusters Score -5758716 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -5761886.500000 Penalty: 3552.475342
	Iteration 8F: 3 clusters Score -5761886 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -5764831.000000 Penalty: 3552.475342
	Iteration 9F: 3 clusters Score -5764831 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5766938.500000 Penalty: 3552.475342
	Iteration 10Q: 3 clusters Score -5766938 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -5768311.000000 Penalty: 3552.475342
	Iteration 11Q: 3 clusters Score -5768311 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -5769220.500000 Penalty: 3552.475342
	Iteration 12Q: 3 clusters Score -5769220 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -5769834.500000 Penalty: 3552.475342
	Iteration 13Q: 3 clusters Score -5769834 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -5770294.500000 Penalty: 3552.475342
	Iteration 14Q: 3 clusters Score -5770294 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -5770654.000000 Penalty: 3552.475342
	Iteration 15Q: 3 clusters Score -5770654 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -5770910.500000 Penalty: 3552.475342
	Iteration 16Q: 3 clusters Score -5770910 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -5771129.000000 Penalty: 3552.475342
	Iteration 17Q: 3 clusters Score -5771129 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -5771309.000000 Penalty: 3552.475342
	Iteration 18Q: 3 clusters Score -5771309 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -5771437.000000 Penalty: 3552.475342
	Iteration 19Q: 3 clusters Score -5771437 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -5771533.000000 Penalty: 3552.475342
	Iteration 20F: 3 clusters Score -5771533 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -5771611.000000 Penalty: 3552.475342
	Iteration 21Q: 3 clusters Score -5771611 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -5771695.000000 Penalty: 3552.475342
	Iteration 22Q: 3 clusters Score -5771695 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -5771723.000000 Penalty: 3552.475342
	Iteration 23Q: 3 clusters Score -5771723 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -5771762.000000 Penalty: 3552.475342
	Iteration 24Q: 3 clusters Score -5771762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -5771785.500000 Penalty: 3552.475342
	Iteration 25Q: 3 clusters Score -5771786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -5771816.000000 Penalty: 3552.475342
	Iteration 26Q: 3 clusters Score -5771816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -5771831.500000 Penalty: 3552.475342
	Iteration 27Q: 3 clusters Score -5771832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -5771854.500000 Penalty: 3552.475342
	Iteration 28Q: 3 clusters Score -5771854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -5771861.500000 Penalty: 3552.475342
	Iteration 29Q: 3 clusters Score -5771862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -5771872.500000 Penalty: 3552.475342
	Iteration 30Q: 3 clusters Score -5771872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -5771877.500000 Penalty: 3552.475342
	Iteration 31Q: 3 clusters Score -5771878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -5771881.500000 Penalty: 3552.475342
	Iteration 32Q: 3 clusters Score -5771882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -5771879.000000 Penalty: 3552.475342
	Iteration 33Q: 3 clusters Score -5771879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -5771884.500000 Penalty: 3552.475342
	Iteration 34Q: 3 clusters Score -5771884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -5771887.500000 Penalty: 3552.475342
	Iteration 35Q: 3 clusters Score -5771888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -5771893.500000 Penalty: 3552.475342
	Iteration 36Q: 3 clusters Score -5771894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -5771900.500000 Penalty: 3552.475342
	Iteration 37Q: 3 clusters Score -5771900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -5771899.500000 Penalty: 3552.475342
	Iteration 38Q: 3 clusters Score -5771900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -5771909.000000 Penalty: 3552.475342
	Iteration 39Q: 3 clusters Score -5771909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -5771918.500000 Penalty: 3552.475342
	Iteration 40F: 3 clusters Score -5771918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -5771917.000000 Penalty: 3552.475342
	Iteration 41Q: 3 clusters Score -5771917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -5771915.500000 Penalty: 3552.475342
	Iteration 42Q: 3 clusters Score -5771916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -5771922.500000 Penalty: 3552.475342
	Iteration 43Q: 3 clusters Score -5771922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -5771927.000000 Penalty: 3552.475342
	Iteration 44Q: 3 clusters Score -5771927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -5771923.500000 Penalty: 3552.475342
	Iteration 45Q: 3 clusters Score -5771924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -5771923.500000 Penalty: 3552.475342
	Iteration 46F: 3 clusters Score -5771924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Entering Unmasked Estep 
Score: -757915.750000 Penalty: 1446.383545
	Iteration 0F: 2 clusters Score -757915.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -752458.500000 Penalty: 2892.767090
	Iteration 0F: 3 clusters Score -752458.5 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -754153.000000 Penalty: 2892.767090
	Iteration 1F: 3 clusters Score -754153 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -754455.875000 Penalty: 2892.767090
	Iteration 2F: 3 clusters Score -754455.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -754715.062500 Penalty: 2892.767090
	Iteration 3F: 3 clusters Score -754715.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -754964.375000 Penalty: 2892.767090
	Iteration 4Q: 3 clusters Score -754964.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -755202.562500 Penalty: 2892.767090
	Iteration 5Q: 3 clusters Score -755202.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -755391.750000 Penalty: 2892.767090
	Iteration 6Q: 3 clusters Score -755391.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -755526.625000 Penalty: 2892.767090
	Iteration 7Q: 3 clusters Score -755526.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -755633.937500 Penalty: 2892.767090
	Iteration 8Q: 3 clusters Score -755633.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -755754.187500 Penalty: 2892.767090
	Iteration 9Q: 3 clusters Score -755754.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -755872.187500 Penalty: 2892.767090
	Iteration 10Q: 3 clusters Score -755872.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -756016.687500 Penalty: 2892.767090
	Iteration 11Q: 3 clusters Score -756016.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -756143.875000 Penalty: 2892.767090
	Iteration 12Q: 3 clusters Score -756143.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -756244.625000 Penalty: 2892.767090
	Iteration 13Q: 3 clusters Score -756244.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -756324.437500 Penalty: 2892.767090
	Iteration 14Q: 3 clusters Score -756324.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -756384.625000 Penalty: 2892.767090
	Iteration 15Q: 3 clusters Score -756384.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -756448.125000 Penalty: 2892.767090
	Iteration 16Q: 3 clusters Score -756448.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -756501.562500 Penalty: 2892.767090
	Iteration 17Q: 3 clusters Score -756501.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -756535.062500 Penalty: 2892.767090
	Iteration 18Q: 3 clusters Score -756535.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -756566.500000 Penalty: 2892.767090
	Iteration 19Q: 3 clusters Score -756566.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -756589.875000 Penalty: 2892.767090
	Iteration 20F: 3 clusters Score -756589.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -756613.812500 Penalty: 2892.767090
	Iteration 21Q: 3 clusters Score -756613.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -756633.750000 Penalty: 2892.767090
	Iteration 22Q: 3 clusters Score -756633.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -756648.937500 Penalty: 2892.767090
	Iteration 23Q: 3 clusters Score -756648.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -756660.750000 Penalty: 2892.767090
	Iteration 24Q: 3 clusters Score -756660.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -756675.625000 Penalty: 2892.767090
	Iteration 25Q: 3 clusters Score -756675.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -756689.750000 Penalty: 2892.767090
	Iteration 26Q: 3 clusters Score -756689.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -756699.000000 Penalty: 2892.767090
	Iteration 27Q: 3 clusters Score -756699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -756706.312500 Penalty: 2892.767090
	Iteration 28Q: 3 clusters Score -756706.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -756709.687500 Penalty: 2892.767090
	Iteration 29Q: 3 clusters Score -756709.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -756713.125000 Penalty: 2892.767090
	Iteration 30Q: 3 clusters Score -756713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -756715.812500 Penalty: 2892.767090
	Iteration 31Q: 3 clusters Score -756715.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -756718.312500 Penalty: 2892.767090
	Iteration 32Q: 3 clusters Score -756718.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -756718.812500 Penalty: 2892.767090
	Iteration 33Q: 3 clusters Score -756718.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -756720.937500 Penalty: 2892.767090
	Iteration 34Q: 3 clusters Score -756720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -756722.562500 Penalty: 2892.767090
	Iteration 35Q: 3 clusters Score -756722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -756724.125000 Penalty: 2892.767090
	Iteration 36Q: 3 clusters Score -756724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -756725.812500 Penalty: 2892.767090
	Iteration 37Q: 3 clusters Score -756725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -756724.625000 Penalty: 2892.767090
	Iteration 38Q: 3 clusters Score -756724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -756725.937500 Penalty: 2892.767090
	Iteration 39Q: 3 clusters Score -756725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -756726.187500 Penalty: 2892.767090
	Iteration 40F: 3 clusters Score -756726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -756726.187500 Penalty: 2892.767090
	Iteration 41Q: 3 clusters Score -756726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -756727.937500 Penalty: 2892.767090
	Iteration 42Q: 3 clusters Score -756727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -756729.687500 Penalty: 2892.767090
	Iteration 43Q: 3 clusters Score -756729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -756728.375000 Penalty: 2892.767090
	Iteration 44Q: 3 clusters Score -756728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -756731.000000 Penalty: 2892.767090
	Iteration 45Q: 3 clusters Score -756731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -756730.437500 Penalty: 2892.767090
	Iteration 46Q: 3 clusters Score -756730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -756730.437500 Penalty: 2892.767090
	Iteration 47F: 3 clusters Score -756730.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (245623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245623 members 
Entering Unmasked Estep 
Score: -25048766.000000 Penalty: 2016.877441
	Iteration 0F: 2 clusters Score -2.504877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122769 members 
Mstep: Class 2 contains 122854 members 
Entering Unmasked Estep 
Score: -24885516.000000 Penalty: 4033.754883
	Iteration 0F: 3 clusters Score -2.488552e+07 nChanged 119192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121637 members 
Mstep: Class 2 contains 123986 members 
Entering Unmasked Estep 
Score: -24957452.000000 Penalty: 4033.754883
	Iteration 1F: 3 clusters Score -2.495745e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 125277 members 
Entering Unmasked Estep 
Score: -24959022.000000 Penalty: 4033.754883
	Iteration 2Q: 3 clusters Score -2.495902e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 127271 members 
Entering Unmasked Estep 
Score: -24961288.000000 Penalty: 4033.754883
	Iteration 3Q: 3 clusters Score -2.496129e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115375 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -24965128.000000 Penalty: 4033.754883
	Iteration 4Q: 3 clusters Score -2.496513e+07 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 134652 members 
Entering Unmasked Estep 
Score: -24971884.000000 Penalty: 4033.754883
	Iteration 5Q: 3 clusters Score -2.497188e+07 nChanged 14735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -24982760.000000 Penalty: 4033.754883
	Iteration 6F: 3 clusters Score -2.498276e+07 nChanged 17290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 147151 members 
Entering Unmasked Estep 
Score: -24997732.000000 Penalty: 4033.754883
	Iteration 7F: 3 clusters Score -2.499773e+07 nChanged 17549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 152840 members 
Entering Unmasked Estep 
Score: -25011884.000000 Penalty: 4033.754883
	Iteration 8F: 3 clusters Score -2.501188e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 156732 members 
Entering Unmasked Estep 
Score: -25020460.000000 Penalty: 4033.754883
	Iteration 9F: 3 clusters Score -2.502046e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 159609 members 
Entering Unmasked Estep 
Score: -25024154.000000 Penalty: 4033.754883
	Iteration 10Q: 3 clusters Score -2.502415e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 162287 members 
Entering Unmasked Estep 
Score: -25026044.000000 Penalty: 4033.754883
	Iteration 11Q: 3 clusters Score -2.502604e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 165039 members 
Entering Unmasked Estep 
Score: -25027706.000000 Penalty: 4033.754883
	Iteration 12Q: 3 clusters Score -2.502771e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 167878 members 
Entering Unmasked Estep 
Score: -25029486.000000 Penalty: 4033.754883
	Iteration 13Q: 3 clusters Score -2.502949e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 170738 members 
Entering Unmasked Estep 
Score: -25031370.000000 Penalty: 4033.754883
	Iteration 14Q: 3 clusters Score -2.503137e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 173702 members 
Entering Unmasked Estep 
Score: -25033164.000000 Penalty: 4033.754883
	Iteration 15Q: 3 clusters Score -2.503316e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 176761 members 
Entering Unmasked Estep 
Score: -25035176.000000 Penalty: 4033.754883
	Iteration 16Q: 3 clusters Score -2.503518e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 179567 members 
Entering Unmasked Estep 
Score: -25036870.000000 Penalty: 4033.754883
	Iteration 17Q: 3 clusters Score -2.503687e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 182076 members 
Entering Unmasked Estep 
Score: -25038106.000000 Penalty: 4033.754883
	Iteration 18Q: 3 clusters Score -2.503811e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 184373 members 
Entering Unmasked Estep 
Score: -25039292.000000 Penalty: 4033.754883
	Iteration 19Q: 3 clusters Score -2.503929e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 186435 members 
Entering Unmasked Estep 
Score: -25040004.000000 Penalty: 4033.754883
	Iteration 20F: 3 clusters Score -2.504e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 188248 members 
Entering Unmasked Estep 
Score: -25040580.000000 Penalty: 4033.754883
	Iteration 21Q: 3 clusters Score -2.504058e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 189931 members 
Entering Unmasked Estep 
Score: -25040948.000000 Penalty: 4033.754883
	Iteration 22Q: 3 clusters Score -2.504095e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 191481 members 
Entering Unmasked Estep 
Score: -25041370.000000 Penalty: 4033.754883
	Iteration 23Q: 3 clusters Score -2.504137e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 192953 members 
Entering Unmasked Estep 
Score: -25041464.000000 Penalty: 4033.754883
	Iteration 24Q: 3 clusters Score -2.504146e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 194370 members 
Entering Unmasked Estep 
Score: -25041746.000000 Penalty: 4033.754883
	Iteration 25Q: 3 clusters Score -2.504175e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 195768 members 
Entering Unmasked Estep 
Score: -25041978.000000 Penalty: 4033.754883
	Iteration 26Q: 3 clusters Score -2.504198e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 197161 members 
Entering Unmasked Estep 
Score: -25042080.000000 Penalty: 4033.754883
	Iteration 27Q: 3 clusters Score -2.504208e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 198440 members 
Entering Unmasked Estep 
Score: -25042216.000000 Penalty: 4033.754883
	Iteration 28Q: 3 clusters Score -2.504222e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 199681 members 
Entering Unmasked Estep 
Score: -25042498.000000 Penalty: 4033.754883
	Iteration 29Q: 3 clusters Score -2.50425e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 200872 members 
Entering Unmasked Estep 
Score: -25042536.000000 Penalty: 4033.754883
	Iteration 30Q: 3 clusters Score -2.504254e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 201990 members 
Entering Unmasked Estep 
Score: -25042654.000000 Penalty: 4033.754883
	Iteration 31Q: 3 clusters Score -2.504265e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 203008 members 
Entering Unmasked Estep 
Score: -25042726.000000 Penalty: 4033.754883
	Iteration 32Q: 3 clusters Score -2.504273e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 203964 members 
Entering Unmasked Estep 
Score: -25042898.000000 Penalty: 4033.754883
	Iteration 33Q: 3 clusters Score -2.50429e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 204881 members 
Entering Unmasked Estep 
Score: -25042982.000000 Penalty: 4033.754883
	Iteration 34Q: 3 clusters Score -2.504298e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 205753 members 
Entering Unmasked Estep 
Score: -25043092.000000 Penalty: 4033.754883
	Iteration 35Q: 3 clusters Score -2.504309e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 206552 members 
Entering Unmasked Estep 
Score: -25043072.000000 Penalty: 4033.754883
	Iteration 36Q: 3 clusters Score -2.504307e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 207405 members 
Entering Unmasked Estep 
Score: -25043068.000000 Penalty: 4033.754883
	Iteration 37Q: 3 clusters Score -2.504307e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 208229 members 
Entering Unmasked Estep 
Score: -25043220.000000 Penalty: 4033.754883
	Iteration 38Q: 3 clusters Score -2.504322e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 209037 members 
Entering Unmasked Estep 
Score: -25043282.000000 Penalty: 4033.754883
	Iteration 39Q: 3 clusters Score -2.504328e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 209832 members 
Entering Unmasked Estep 
Score: -25043358.000000 Penalty: 4033.754883
	Iteration 40F: 3 clusters Score -2.504336e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 210601 members 
Entering Unmasked Estep 
Score: -25043344.000000 Penalty: 4033.754883
	Iteration 41Q: 3 clusters Score -2.504334e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 211349 members 
Entering Unmasked Estep 
Score: -25043508.000000 Penalty: 4033.754883
	Iteration 42Q: 3 clusters Score -2.504351e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 212062 members 
Entering Unmasked Estep 
Score: -25043582.000000 Penalty: 4033.754883
	Iteration 43Q: 3 clusters Score -2.504358e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 212756 members 
Entering Unmasked Estep 
Score: -25043700.000000 Penalty: 4033.754883
	Iteration 44Q: 3 clusters Score -2.50437e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 213416 members 
Entering Unmasked Estep 
Score: -25043844.000000 Penalty: 4033.754883
	Iteration 45Q: 3 clusters Score -2.504384e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 214105 members 
Entering Unmasked Estep 
Score: -25043902.000000 Penalty: 4033.754883
	Iteration 46Q: 3 clusters Score -2.50439e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 214786 members 
Entering Unmasked Estep 
Score: -25043996.000000 Penalty: 4033.754883
	Iteration 47Q: 3 clusters Score -2.5044e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 215489 members 
Entering Unmasked Estep 
Score: -25044120.000000 Penalty: 4033.754883
	Iteration 48Q: 3 clusters Score -2.504412e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 216123 members 
Entering Unmasked Estep 
Score: -25044228.000000 Penalty: 4033.754883
	Iteration 49Q: 3 clusters Score -2.504423e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 216734 members 
Entering Unmasked Estep 
Score: -25044320.000000 Penalty: 4033.754883
	Iteration 50Q: 3 clusters Score -2.504432e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 217338 members 
Entering Unmasked Estep 
Score: -25044408.000000 Penalty: 4033.754883
	Iteration 51Q: 3 clusters Score -2.504441e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 217912 members 
Entering Unmasked Estep 
Score: -25044460.000000 Penalty: 4033.754883
	Iteration 52Q: 3 clusters Score -2.504446e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 218488 members 
Entering Unmasked Estep 
Score: -25044564.000000 Penalty: 4033.754883
	Iteration 53Q: 3 clusters Score -2.504456e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 219016 members 
Entering Unmasked Estep 
Score: -25044668.000000 Penalty: 4033.754883
	Iteration 54Q: 3 clusters Score -2.504467e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 219546 members 
Entering Unmasked Estep 
Score: -25044718.000000 Penalty: 4033.754883
	Iteration 55Q: 3 clusters Score -2.504472e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 220048 members 
Entering Unmasked Estep 
Score: -25044756.000000 Penalty: 4033.754883
	Iteration 56Q: 3 clusters Score -2.504476e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 220504 members 
Entering Unmasked Estep 
Score: -25044812.000000 Penalty: 4033.754883
	Iteration 57Q: 3 clusters Score -2.504481e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 220955 members 
Entering Unmasked Estep 
Score: -25044876.000000 Penalty: 4033.754883
	Iteration 58Q: 3 clusters Score -2.504488e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 221384 members 
Entering Unmasked Estep 
Score: -25044928.000000 Penalty: 4033.754883
	Iteration 59Q: 3 clusters Score -2.504493e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 221779 members 
Entering Unmasked Estep 
Score: -25044952.000000 Penalty: 4033.754883
	Iteration 60F: 3 clusters Score -2.504495e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 222165 members 
Entering Unmasked Estep 
Score: -25044950.000000 Penalty: 4033.754883
	Iteration 61Q: 3 clusters Score -2.504495e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 222526 members 
Entering Unmasked Estep 
Score: -25045022.000000 Penalty: 4033.754883
	Iteration 62Q: 3 clusters Score -2.504502e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 222866 members 
Entering Unmasked Estep 
Score: -25045042.000000 Penalty: 4033.754883
	Iteration 63Q: 3 clusters Score -2.504504e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 223217 members 
Entering Unmasked Estep 
Score: -25045122.000000 Penalty: 4033.754883
	Iteration 64Q: 3 clusters Score -2.504512e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 223571 members 
Entering Unmasked Estep 
Score: -25045104.000000 Penalty: 4033.754883
	Iteration 65Q: 3 clusters Score -2.50451e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 223937 members 
Entering Unmasked Estep 
Score: -25045174.000000 Penalty: 4033.754883
	Iteration 66Q: 3 clusters Score -2.504517e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 224273 members 
Entering Unmasked Estep 
Score: -25045182.000000 Penalty: 4033.754883
	Iteration 67Q: 3 clusters Score -2.504518e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 224585 members 
Entering Unmasked Estep 
Score: -25045180.000000 Penalty: 4033.754883
	Iteration 68Q: 3 clusters Score -2.504518e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 224906 members 
Entering Unmasked Estep 
Score: -25045226.000000 Penalty: 4033.754883
	Iteration 69Q: 3 clusters Score -2.504523e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 225207 members 
Entering Unmasked Estep 
Score: -25045276.000000 Penalty: 4033.754883
	Iteration 70Q: 3 clusters Score -2.504528e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 225497 members 
Entering Unmasked Estep 
Score: -25045306.000000 Penalty: 4033.754883
	Iteration 71Q: 3 clusters Score -2.504531e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 225765 members 
Entering Unmasked Estep 
Score: -25045316.000000 Penalty: 4033.754883
	Iteration 72Q: 3 clusters Score -2.504532e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 226015 members 
Entering Unmasked Estep 
Score: -25045332.000000 Penalty: 4033.754883
	Iteration 73Q: 3 clusters Score -2.504533e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 226272 members 
Entering Unmasked Estep 
Score: -25045316.000000 Penalty: 4033.754883
	Iteration 74Q: 3 clusters Score -2.504532e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 226530 members 
Entering Unmasked Estep 
Score: -25045360.000000 Penalty: 4033.754883
	Iteration 75Q: 3 clusters Score -2.504536e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 226781 members 
Entering Unmasked Estep 
Score: -25045374.000000 Penalty: 4033.754883
	Iteration 76Q: 3 clusters Score -2.504537e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 227031 members 
Entering Unmasked Estep 
Score: -25045400.000000 Penalty: 4033.754883
	Iteration 77Q: 3 clusters Score -2.50454e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 227267 members 
Entering Unmasked Estep 
Score: -25045404.000000 Penalty: 4033.754883
	Iteration 78Q: 3 clusters Score -2.50454e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 227509 members 
Entering Unmasked Estep 
Score: -25045434.000000 Penalty: 4033.754883
	Iteration 79Q: 3 clusters Score -2.504543e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 227739 members 
Entering Unmasked Estep 
Score: -25045426.000000 Penalty: 4033.754883
	Iteration 80F: 3 clusters Score -2.504543e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 227969 members 
Entering Unmasked Estep 
Score: -25045406.000000 Penalty: 4033.754883
	Iteration 81Q: 3 clusters Score -2.504541e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 228200 members 
Entering Unmasked Estep 
Score: -25045402.000000 Penalty: 4033.754883
	Iteration 82Q: 3 clusters Score -2.50454e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 228432 members 
Entering Unmasked Estep 
Score: -25045398.000000 Penalty: 4033.754883
	Iteration 83Q: 3 clusters Score -2.50454e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 228645 members 
Entering Unmasked Estep 
Score: -25045500.000000 Penalty: 4033.754883
	Iteration 84Q: 3 clusters Score -2.50455e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 228857 members 
Entering Unmasked Estep 
Score: -25045506.000000 Penalty: 4033.754883
	Iteration 85Q: 3 clusters Score -2.504551e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 229044 members 
Entering Unmasked Estep 
Score: -25045512.000000 Penalty: 4033.754883
	Iteration 86Q: 3 clusters Score -2.504551e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 229235 members 
Entering Unmasked Estep 
Score: -25045530.000000 Penalty: 4033.754883
	Iteration 87Q: 3 clusters Score -2.504553e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 229435 members 
Entering Unmasked Estep 
Score: -25045478.000000 Penalty: 4033.754883
	Iteration 88Q: 3 clusters Score -2.504548e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 229622 members 
Entering Unmasked Estep 
Score: -25045484.000000 Penalty: 4033.754883
	Iteration 89Q: 3 clusters Score -2.504548e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 229836 members 
Entering Unmasked Estep 
Score: -25045470.000000 Penalty: 4033.754883
	Iteration 90Q: 3 clusters Score -2.504547e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 230037 members 
Entering Unmasked Estep 
Score: -25045434.000000 Penalty: 4033.754883
	Iteration 91Q: 3 clusters Score -2.504543e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 230232 members 
Entering Unmasked Estep 
Score: -25045476.000000 Penalty: 4033.754883
	Iteration 92Q: 3 clusters Score -2.504548e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 230460 members 
Entering Unmasked Estep 
Score: -25045500.000000 Penalty: 4033.754883
	Iteration 93Q: 3 clusters Score -2.50455e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 230701 members 
Entering Unmasked Estep 
Score: -25045516.000000 Penalty: 4033.754883
	Iteration 94Q: 3 clusters Score -2.504552e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 230950 members 
Entering Unmasked Estep 
Score: -25045514.000000 Penalty: 4033.754883
	Iteration 95Q: 3 clusters Score -2.504551e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 231218 members 
Entering Unmasked Estep 
Score: -25045562.000000 Penalty: 4033.754883
	Iteration 96Q: 3 clusters Score -2.504556e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 231474 members 
Entering Unmasked Estep 
Score: -25045580.000000 Penalty: 4033.754883
	Iteration 97Q: 3 clusters Score -2.504558e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 231745 members 
Entering Unmasked Estep 
Score: -25045644.000000 Penalty: 4033.754883
	Iteration 98Q: 3 clusters Score -2.504564e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 232017 members 
Entering Unmasked Estep 
Score: -25045700.000000 Penalty: 4033.754883
	Iteration 99Q: 3 clusters Score -2.50457e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 232319 members 
Entering Unmasked Estep 
Score: -25045670.000000 Penalty: 4033.754883
	Iteration 100F: 3 clusters Score -2.504567e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 232609 members 
Entering Unmasked Estep 
Score: -25045694.000000 Penalty: 4033.754883
	Iteration 101Q: 3 clusters Score -2.504569e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 232899 members 
Entering Unmasked Estep 
Score: -25045738.000000 Penalty: 4033.754883
	Iteration 102Q: 3 clusters Score -2.504574e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 233185 members 
Entering Unmasked Estep 
Score: -25045772.000000 Penalty: 4033.754883
	Iteration 103Q: 3 clusters Score -2.504577e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 233440 members 
Entering Unmasked Estep 
Score: -25045776.000000 Penalty: 4033.754883
	Iteration 104Q: 3 clusters Score -2.504578e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 233673 members 
Entering Unmasked Estep 
Score: -25045846.000000 Penalty: 4033.754883
	Iteration 105Q: 3 clusters Score -2.504585e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 233894 members 
Entering Unmasked Estep 
Score: -25045852.000000 Penalty: 4033.754883
	Iteration 106Q: 3 clusters Score -2.504585e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 234093 members 
Entering Unmasked Estep 
Score: -25045914.000000 Penalty: 4033.754883
	Iteration 107Q: 3 clusters Score -2.504591e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 234282 members 
Entering Unmasked Estep 
Score: -25045902.000000 Penalty: 4033.754883
	Iteration 108Q: 3 clusters Score -2.50459e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 234456 members 
Entering Unmasked Estep 
Score: -25045902.000000 Penalty: 4033.754883
	Iteration 109Q: 3 clusters Score -2.50459e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 234631 members 
Entering Unmasked Estep 
Score: -25045918.000000 Penalty: 4033.754883
	Iteration 110Q: 3 clusters Score -2.504592e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 234804 members 
Entering Unmasked Estep 
Score: -25045936.000000 Penalty: 4033.754883
	Iteration 111Q: 3 clusters Score -2.504594e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 234958 members 
Entering Unmasked Estep 
Score: -25045956.000000 Penalty: 4033.754883
	Iteration 112Q: 3 clusters Score -2.504596e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 235124 members 
Entering Unmasked Estep 
Score: -25045984.000000 Penalty: 4033.754883
	Iteration 113Q: 3 clusters Score -2.504598e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 235285 members 
Entering Unmasked Estep 
Score: -25045992.000000 Penalty: 4033.754883
	Iteration 114Q: 3 clusters Score -2.504599e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 235446 members 
Entering Unmasked Estep 
Score: -25045970.000000 Penalty: 4033.754883
	Iteration 115Q: 3 clusters Score -2.504597e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 235611 members 
Entering Unmasked Estep 
Score: -25046016.000000 Penalty: 4033.754883
	Iteration 116Q: 3 clusters Score -2.504602e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 235774 members 
Entering Unmasked Estep 
Score: -25045998.000000 Penalty: 4033.754883
	Iteration 117Q: 3 clusters Score -2.5046e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 235955 members 
Entering Unmasked Estep 
Score: -25046044.000000 Penalty: 4033.754883
	Iteration 118Q: 3 clusters Score -2.504604e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 236147 members 
Entering Unmasked Estep 
Score: -25045998.000000 Penalty: 4033.754883
	Iteration 119Q: 3 clusters Score -2.5046e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 236350 members 
Entering Unmasked Estep 
Score: -25046034.000000 Penalty: 4033.754883
	Iteration 120F: 3 clusters Score -2.504603e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 236553 members 
Entering Unmasked Estep 
Score: -25046074.000000 Penalty: 4033.754883
	Iteration 121Q: 3 clusters Score -2.504607e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 236780 members 
Entering Unmasked Estep 
Score: -25046112.000000 Penalty: 4033.754883
	Iteration 122Q: 3 clusters Score -2.504611e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 236997 members 
Entering Unmasked Estep 
Score: -25046156.000000 Penalty: 4033.754883
	Iteration 123Q: 3 clusters Score -2.504616e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 237219 members 
Entering Unmasked Estep 
Score: -25046226.000000 Penalty: 4033.754883
	Iteration 124Q: 3 clusters Score -2.504623e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 237446 members 
Entering Unmasked Estep 
Score: -25046260.000000 Penalty: 4033.754883
	Iteration 125Q: 3 clusters Score -2.504626e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 237702 members 
Entering Unmasked Estep 
Score: -25046380.000000 Penalty: 4033.754883
	Iteration 126Q: 3 clusters Score -2.504638e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 237937 members 
Entering Unmasked Estep 
Score: -25046458.000000 Penalty: 4033.754883
	Iteration 127Q: 3 clusters Score -2.504646e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 238168 members 
Entering Unmasked Estep 
Score: -25046462.000000 Penalty: 4033.754883
	Iteration 128Q: 3 clusters Score -2.504646e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 238419 members 
Entering Unmasked Estep 
Score: -25046508.000000 Penalty: 4033.754883
	Iteration 129Q: 3 clusters Score -2.504651e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 238676 members 
Entering Unmasked Estep 
Score: -25046566.000000 Penalty: 4033.754883
	Iteration 130Q: 3 clusters Score -2.504657e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 238938 members 
Entering Unmasked Estep 
Score: -25046600.000000 Penalty: 4033.754883
	Iteration 131Q: 3 clusters Score -2.50466e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 239206 members 
Entering Unmasked Estep 
Score: -25046668.000000 Penalty: 4033.754883
	Iteration 132Q: 3 clusters Score -2.504667e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 239448 members 
Entering Unmasked Estep 
Score: -25046690.000000 Penalty: 4033.754883
	Iteration 133Q: 3 clusters Score -2.504669e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 239686 members 
Entering Unmasked Estep 
Score: -25046752.000000 Penalty: 4033.754883
	Iteration 134Q: 3 clusters Score -2.504675e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 239912 members 
Entering Unmasked Estep 
Score: -25046816.000000 Penalty: 4033.754883
	Iteration 135Q: 3 clusters Score -2.504682e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 240113 members 
Entering Unmasked Estep 
Score: -25046850.000000 Penalty: 4033.754883
	Iteration 136Q: 3 clusters Score -2.504685e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 240333 members 
Entering Unmasked Estep 
Score: -25046864.000000 Penalty: 4033.754883
	Iteration 137Q: 3 clusters Score -2.504686e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 240528 members 
Entering Unmasked Estep 
Score: -25046862.000000 Penalty: 4033.754883
	Iteration 138Q: 3 clusters Score -2.504686e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 240717 members 
Entering Unmasked Estep 
Score: -25047008.000000 Penalty: 4033.754883
	Iteration 139Q: 3 clusters Score -2.504701e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 240889 members 
Entering Unmasked Estep 
Score: -25047032.000000 Penalty: 4033.754883
	Iteration 140F: 3 clusters Score -2.504703e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 241057 members 
Entering Unmasked Estep 
Score: -25047060.000000 Penalty: 4033.754883
	Iteration 141Q: 3 clusters Score -2.504706e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 241219 members 
Entering Unmasked Estep 
Score: -25047160.000000 Penalty: 4033.754883
	Iteration 142Q: 3 clusters Score -2.504716e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 241366 members 
Entering Unmasked Estep 
Score: -25047184.000000 Penalty: 4033.754883
	Iteration 143Q: 3 clusters Score -2.504718e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 241514 members 
Entering Unmasked Estep 
Score: -25047208.000000 Penalty: 4033.754883
	Iteration 144Q: 3 clusters Score -2.504721e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 241655 members 
Entering Unmasked Estep 
Score: -25047200.000000 Penalty: 4033.754883
	Iteration 145Q: 3 clusters Score -2.50472e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 241781 members 
Entering Unmasked Estep 
Score: -25047218.000000 Penalty: 4033.754883
	Iteration 146Q: 3 clusters Score -2.504722e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 241900 members 
Entering Unmasked Estep 
Score: -25047222.000000 Penalty: 4033.754883
	Iteration 147Q: 3 clusters Score -2.504722e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 241990 members 
Entering Unmasked Estep 
Score: -25047270.000000 Penalty: 4033.754883
	Iteration 148Q: 3 clusters Score -2.504727e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 242065 members 
Entering Unmasked Estep 
Score: -25047260.000000 Penalty: 4033.754883
	Iteration 149Q: 3 clusters Score -2.504726e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 242146 members 
Entering Unmasked Estep 
Score: -25047266.000000 Penalty: 4033.754883
	Iteration 150Q: 3 clusters Score -2.504727e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 242231 members 
Entering Unmasked Estep 
Score: -25047284.000000 Penalty: 4033.754883
	Iteration 151Q: 3 clusters Score -2.504728e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 242308 members 
Entering Unmasked Estep 
Score: -25047328.000000 Penalty: 4033.754883
	Iteration 152Q: 3 clusters Score -2.504733e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 242368 members 
Entering Unmasked Estep 
Score: -25047312.000000 Penalty: 4033.754883
	Iteration 153Q: 3 clusters Score -2.504731e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 242431 members 
Entering Unmasked Estep 
Score: -25047300.000000 Penalty: 4033.754883
	Iteration 154Q: 3 clusters Score -2.50473e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 242485 members 
Entering Unmasked Estep 
Score: -25047292.000000 Penalty: 4033.754883
	Iteration 155Q: 3 clusters Score -2.504729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 242526 members 
Entering Unmasked Estep 
Score: -25047324.000000 Penalty: 4033.754883
	Iteration 156Q: 3 clusters Score -2.504732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 242568 members 
Entering Unmasked Estep 
Score: -25047324.000000 Penalty: 4033.754883
	Iteration 157Q: 3 clusters Score -2.504732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 242606 members 
Entering Unmasked Estep 
Score: -25047340.000000 Penalty: 4033.754883
	Iteration 158Q: 3 clusters Score -2.504734e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 242647 members 
Entering Unmasked Estep 
Score: -25047332.000000 Penalty: 4033.754883
	Iteration 159Q: 3 clusters Score -2.504733e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 242687 members 
Entering Unmasked Estep 
Score: -25047354.000000 Penalty: 4033.754883
	Iteration 160F: 3 clusters Score -2.504735e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 242727 members 
Entering Unmasked Estep 
Score: -25047390.000000 Penalty: 4033.754883
	Iteration 161Q: 3 clusters Score -2.504739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 242755 members 
Entering Unmasked Estep 
Score: -25047374.000000 Penalty: 4033.754883
	Iteration 162Q: 3 clusters Score -2.504737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 242780 members 
Entering Unmasked Estep 
Score: -25047390.000000 Penalty: 4033.754883
	Iteration 163Q: 3 clusters Score -2.504739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 242803 members 
Entering Unmasked Estep 
Score: -25047390.000000 Penalty: 4033.754883
	Iteration 164Q: 3 clusters Score -2.504739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 242824 members 
Entering Unmasked Estep 
Score: -25047398.000000 Penalty: 4033.754883
	Iteration 165Q: 3 clusters Score -2.50474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 242837 members 
Entering Unmasked Estep 
Score: -25047408.000000 Penalty: 4033.754883
	Iteration 166Q: 3 clusters Score -2.504741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 242845 members 
Entering Unmasked Estep 
Score: -25047408.000000 Penalty: 4033.754883
	Iteration 167Q: 3 clusters Score -2.504741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 242849 members 
Entering Unmasked Estep 
Score: -25047408.000000 Penalty: 4033.754883
	Iteration 168Q: 3 clusters Score -2.504741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 242852 members 
Entering Unmasked Estep 
Score: -25047402.000000 Penalty: 4033.754883
	Iteration 169Q: 3 clusters Score -2.50474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 242858 members 
Entering Unmasked Estep 
Score: -25047376.000000 Penalty: 4033.754883
	Iteration 170Q: 3 clusters Score -2.504738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 242865 members 
Entering Unmasked Estep 
Score: -25047394.000000 Penalty: 4033.754883
	Iteration 171Q: 3 clusters Score -2.504739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 242874 members 
Entering Unmasked Estep 
Score: -25047402.000000 Penalty: 4033.754883
	Iteration 172Q: 3 clusters Score -2.50474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 242884 members 
Entering Unmasked Estep 
Score: -25047400.000000 Penalty: 4033.754883
	Iteration 173Q: 3 clusters Score -2.50474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 242887 members 
Entering Unmasked Estep 
Score: -25047386.000000 Penalty: 4033.754883
	Iteration 174Q: 3 clusters Score -2.504739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 242889 members 
Entering Unmasked Estep 
Score: -25047396.000000 Penalty: 4033.754883
	Iteration 175Q: 3 clusters Score -2.50474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 242891 members 
Entering Unmasked Estep 
Score: -25047402.000000 Penalty: 4033.754883
	Iteration 176Q: 3 clusters Score -2.50474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 242896 members 
Entering Unmasked Estep 
Score: -25047398.000000 Penalty: 4033.754883
	Iteration 177Q: 3 clusters Score -2.50474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 242901 members 
Entering Unmasked Estep 
Score: -25047372.000000 Penalty: 4033.754883
	Iteration 178Q: 3 clusters Score -2.504737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 242903 members 
Entering Unmasked Estep 
Score: -25047380.000000 Penalty: 4033.754883
	Iteration 179Q: 3 clusters Score -2.504738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 242907 members 
Entering Unmasked Estep 
Score: -25047376.000000 Penalty: 4033.754883
	Iteration 180F: 3 clusters Score -2.504738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 242911 members 
Entering Unmasked Estep 
Score: -25047376.000000 Penalty: 4033.754883
	Iteration 181Q: 3 clusters Score -2.504738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 242916 members 
Entering Unmasked Estep 
Score: -25047394.000000 Penalty: 4033.754883
	Iteration 182Q: 3 clusters Score -2.504739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 242917 members 
Entering Unmasked Estep 
Score: -25047384.000000 Penalty: 4033.754883
	Iteration 183Q: 3 clusters Score -2.504738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 242916 members 
Entering Unmasked Estep 
Score: -25047394.000000 Penalty: 4033.754883
	Iteration 184Q: 3 clusters Score -2.504739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 242919 members 
Entering Unmasked Estep 
Score: -25047404.000000 Penalty: 4033.754883
	Iteration 185Q: 3 clusters Score -2.50474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 242922 members 
Entering Unmasked Estep 
Score: -25047400.000000 Penalty: 4033.754883
	Iteration 186Q: 3 clusters Score -2.50474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 242924 members 
Entering Unmasked Estep 
Score: -25047412.000000 Penalty: 4033.754883
	Iteration 187Q: 3 clusters Score -2.504741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 242927 members 
Entering Unmasked Estep 
Score: -25047408.000000 Penalty: 4033.754883
	Iteration 188Q: 3 clusters Score -2.504741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 242930 members 
Entering Unmasked Estep 
Score: -25047418.000000 Penalty: 4033.754883
	Iteration 189Q: 3 clusters Score -2.504742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 242932 members 
Entering Unmasked Estep 
Score: -25047420.000000 Penalty: 4033.754883
	Iteration 190Q: 3 clusters Score -2.504742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 242937 members 
Entering Unmasked Estep 
Score: -25047444.000000 Penalty: 4033.754883
	Iteration 191Q: 3 clusters Score -2.504744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 242938 members 
Entering Unmasked Estep 
Score: -25047438.000000 Penalty: 4033.754883
	Iteration 192Q: 3 clusters Score -2.504744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 242941 members 
Entering Unmasked Estep 
Score: -25047442.000000 Penalty: 4033.754883
	Iteration 193Q: 3 clusters Score -2.504744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 242944 members 
Entering Unmasked Estep 
Score: -25047424.000000 Penalty: 4033.754883
	Iteration 194Q: 3 clusters Score -2.504742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 242947 members 
Entering Unmasked Estep 
Score: -25047430.000000 Penalty: 4033.754883
	Iteration 195Q: 3 clusters Score -2.504743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 242951 members 
Entering Unmasked Estep 
Score: -25047430.000000 Penalty: 4033.754883
	Iteration 196Q: 3 clusters Score -2.504743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 242951 members 
Entering Unmasked Estep 
Score: -25047436.000000 Penalty: 4033.754883
	Iteration 197Q: 3 clusters Score -2.504744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 242951 members 
Entering Unmasked Estep 
Score: -25047436.000000 Penalty: 4033.754883
	Iteration 198F: 3 clusters Score -2.504744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Entering Unmasked Estep 
Score: -273362.593750 Penalty: 1293.892578
	Iteration 0F: 2 clusters Score -273362.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -270777.781250 Penalty: 2587.785156
	Iteration 0F: 3 clusters Score -270777.8 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -271476.687500 Penalty: 2587.785156
	Iteration 1F: 3 clusters Score -271476.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -271701.593750 Penalty: 2587.785156
	Iteration 2F: 3 clusters Score -271701.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -271899.031250 Penalty: 2587.785156
	Iteration 3F: 3 clusters Score -271899 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -272061.062500 Penalty: 2587.785156
	Iteration 4F: 3 clusters Score -272061.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -272200.062500 Penalty: 2587.785156
	Iteration 5F: 3 clusters Score -272200.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -272316.843750 Penalty: 2587.785156
	Iteration 6Q: 3 clusters Score -272316.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -272420.781250 Penalty: 2587.785156
	Iteration 7Q: 3 clusters Score -272420.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -272520.406250 Penalty: 2587.785156
	Iteration 8Q: 3 clusters Score -272520.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -272604.312500 Penalty: 2587.785156
	Iteration 9Q: 3 clusters Score -272604.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -272684.562500 Penalty: 2587.785156
	Iteration 10Q: 3 clusters Score -272684.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -272742.750000 Penalty: 2587.785156
	Iteration 11Q: 3 clusters Score -272742.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -272778.500000 Penalty: 2587.785156
	Iteration 12Q: 3 clusters Score -272778.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -272811.218750 Penalty: 2587.785156
	Iteration 13Q: 3 clusters Score -272811.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -272833.937500 Penalty: 2587.785156
	Iteration 14Q: 3 clusters Score -272833.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -272853.000000 Penalty: 2587.785156
	Iteration 15Q: 3 clusters Score -272853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -272874.500000 Penalty: 2587.785156
	Iteration 16Q: 3 clusters Score -272874.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -272886.000000 Penalty: 2587.785156
	Iteration 17Q: 3 clusters Score -272886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -272890.562500 Penalty: 2587.785156
	Iteration 18Q: 3 clusters Score -272890.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -272893.187500 Penalty: 2587.785156
	Iteration 19Q: 3 clusters Score -272893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -272896.593750 Penalty: 2587.785156
	Iteration 20F: 3 clusters Score -272896.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -272904.000000 Penalty: 2587.785156
	Iteration 21Q: 3 clusters Score -272904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -272904.875000 Penalty: 2587.785156
	Iteration 22Q: 3 clusters Score -272904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -272904.875000 Penalty: 2587.785156
	Iteration 23F: 3 clusters Score -272904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Entering Unmasked Estep 
Score: -3006165.500000 Penalty: 1670.695679
	Iteration 0F: 2 clusters Score -3006166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2986450.250000 Penalty: 3341.391357
	Iteration 0F: 3 clusters Score -2986450 nChanged 13479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2994004.500000 Penalty: 3341.391357
	Iteration 1F: 3 clusters Score -2994004 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2994376.500000 Penalty: 3341.391357
	Iteration 2Q: 3 clusters Score -2994376 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2994802.500000 Penalty: 3341.391357
	Iteration 3Q: 3 clusters Score -2994802 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2995353.000000 Penalty: 3341.391357
	Iteration 4Q: 3 clusters Score -2995353 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2996073.250000 Penalty: 3341.391357
	Iteration 5Q: 3 clusters Score -2996073 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2997088.500000 Penalty: 3341.391357
	Iteration 6F: 3 clusters Score -2997088 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2998345.000000 Penalty: 3341.391357
	Iteration 7F: 3 clusters Score -2998345 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2999687.500000 Penalty: 3341.391357
	Iteration 8F: 3 clusters Score -2999688 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3000697.750000 Penalty: 3341.391357
	Iteration 9F: 3 clusters Score -3000698 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3001205.250000 Penalty: 3341.391357
	Iteration 10Q: 3 clusters Score -3001205 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3001458.500000 Penalty: 3341.391357
	Iteration 11Q: 3 clusters Score -3001458 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3001628.000000 Penalty: 3341.391357
	Iteration 12Q: 3 clusters Score -3001628 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3001791.750000 Penalty: 3341.391357
	Iteration 13Q: 3 clusters Score -3001792 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3001917.000000 Penalty: 3341.391357
	Iteration 14Q: 3 clusters Score -3001917 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3002015.250000 Penalty: 3341.391357
	Iteration 15Q: 3 clusters Score -3002015 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3002107.750000 Penalty: 3341.391357
	Iteration 16Q: 3 clusters Score -3002108 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3002215.750000 Penalty: 3341.391357
	Iteration 17Q: 3 clusters Score -3002216 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3002301.750000 Penalty: 3341.391357
	Iteration 18Q: 3 clusters Score -3002302 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3002408.750000 Penalty: 3341.391357
	Iteration 19Q: 3 clusters Score -3002409 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3002509.000000 Penalty: 3341.391357
	Iteration 20F: 3 clusters Score -3002509 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3002579.250000 Penalty: 3341.391357
	Iteration 21Q: 3 clusters Score -3002579 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3002659.750000 Penalty: 3341.391357
	Iteration 22Q: 3 clusters Score -3002660 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3002772.250000 Penalty: 3341.391357
	Iteration 23Q: 3 clusters Score -3002772 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3002901.000000 Penalty: 3341.391357
	Iteration 24Q: 3 clusters Score -3002901 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3003023.500000 Penalty: 3341.391357
	Iteration 25Q: 3 clusters Score -3003024 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3003192.250000 Penalty: 3341.391357
	Iteration 26Q: 3 clusters Score -3003192 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3003364.250000 Penalty: 3341.391357
	Iteration 27Q: 3 clusters Score -3003364 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3003513.750000 Penalty: 3341.391357
	Iteration 28Q: 3 clusters Score -3003514 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3003653.250000 Penalty: 3341.391357
	Iteration 29Q: 3 clusters Score -3003653 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3003781.250000 Penalty: 3341.391357
	Iteration 30Q: 3 clusters Score -3003781 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3003908.750000 Penalty: 3341.391357
	Iteration 31Q: 3 clusters Score -3003909 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3004004.750000 Penalty: 3341.391357
	Iteration 32Q: 3 clusters Score -3004005 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3004117.000000 Penalty: 3341.391357
	Iteration 33Q: 3 clusters Score -3004117 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3004177.750000 Penalty: 3341.391357
	Iteration 34Q: 3 clusters Score -3004178 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3004238.750000 Penalty: 3341.391357
	Iteration 35Q: 3 clusters Score -3004239 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3004271.250000 Penalty: 3341.391357
	Iteration 36Q: 3 clusters Score -3004271 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3004307.500000 Penalty: 3341.391357
	Iteration 37Q: 3 clusters Score -3004308 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3004340.750000 Penalty: 3341.391357
	Iteration 38Q: 3 clusters Score -3004341 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3004362.500000 Penalty: 3341.391357
	Iteration 39Q: 3 clusters Score -3004362 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3004398.250000 Penalty: 3341.391357
	Iteration 40F: 3 clusters Score -3004398 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3004424.750000 Penalty: 3341.391357
	Iteration 41Q: 3 clusters Score -3004425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3004460.500000 Penalty: 3341.391357
	Iteration 42Q: 3 clusters Score -3004460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3004489.500000 Penalty: 3341.391357
	Iteration 43Q: 3 clusters Score -3004490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3004510.500000 Penalty: 3341.391357
	Iteration 44Q: 3 clusters Score -3004510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3004529.500000 Penalty: 3341.391357
	Iteration 45Q: 3 clusters Score -3004530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3004550.250000 Penalty: 3341.391357
	Iteration 46Q: 3 clusters Score -3004550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3004561.250000 Penalty: 3341.391357
	Iteration 47Q: 3 clusters Score -3004561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3004578.000000 Penalty: 3341.391357
	Iteration 48Q: 3 clusters Score -3004578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3004591.750000 Penalty: 3341.391357
	Iteration 49Q: 3 clusters Score -3004592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3004605.000000 Penalty: 3341.391357
	Iteration 50Q: 3 clusters Score -3004605 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3004616.750000 Penalty: 3341.391357
	Iteration 51Q: 3 clusters Score -3004617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3004615.250000 Penalty: 3341.391357
	Iteration 52Q: 3 clusters Score -3004615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3004622.750000 Penalty: 3341.391357
	Iteration 53Q: 3 clusters Score -3004623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3004633.250000 Penalty: 3341.391357
	Iteration 54Q: 3 clusters Score -3004633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3004637.500000 Penalty: 3341.391357
	Iteration 55Q: 3 clusters Score -3004638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3004654.250000 Penalty: 3341.391357
	Iteration 56Q: 3 clusters Score -3004654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3004670.750000 Penalty: 3341.391357
	Iteration 57Q: 3 clusters Score -3004671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3004675.750000 Penalty: 3341.391357
	Iteration 58Q: 3 clusters Score -3004676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3004685.500000 Penalty: 3341.391357
	Iteration 59Q: 3 clusters Score -3004686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3004693.250000 Penalty: 3341.391357
	Iteration 60F: 3 clusters Score -3004693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3004700.500000 Penalty: 3341.391357
	Iteration 61Q: 3 clusters Score -3004700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3004709.250000 Penalty: 3341.391357
	Iteration 62Q: 3 clusters Score -3004709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3004713.250000 Penalty: 3341.391357
	Iteration 63Q: 3 clusters Score -3004713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3004726.750000 Penalty: 3341.391357
	Iteration 64Q: 3 clusters Score -3004727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3004746.500000 Penalty: 3341.391357
	Iteration 65Q: 3 clusters Score -3004746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3004758.750000 Penalty: 3341.391357
	Iteration 66Q: 3 clusters Score -3004759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3004770.750000 Penalty: 3341.391357
	Iteration 67Q: 3 clusters Score -3004771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3004774.500000 Penalty: 3341.391357
	Iteration 68Q: 3 clusters Score -3004774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3004785.000000 Penalty: 3341.391357
	Iteration 69Q: 3 clusters Score -3004785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3004787.500000 Penalty: 3341.391357
	Iteration 70Q: 3 clusters Score -3004788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3004785.750000 Penalty: 3341.391357
	Iteration 71Q: 3 clusters Score -3004786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3004793.750000 Penalty: 3341.391357
	Iteration 72Q: 3 clusters Score -3004794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3004795.500000 Penalty: 3341.391357
	Iteration 73Q: 3 clusters Score -3004796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3004799.500000 Penalty: 3341.391357
	Iteration 74Q: 3 clusters Score -3004800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3004800.500000 Penalty: 3341.391357
	Iteration 75Q: 3 clusters Score -3004800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3004802.000000 Penalty: 3341.391357
	Iteration 76Q: 3 clusters Score -3004802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3004805.500000 Penalty: 3341.391357
	Iteration 77Q: 3 clusters Score -3004806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3004808.250000 Penalty: 3341.391357
	Iteration 78Q: 3 clusters Score -3004808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3004814.250000 Penalty: 3341.391357
	Iteration 79Q: 3 clusters Score -3004814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3004820.500000 Penalty: 3341.391357
	Iteration 80F: 3 clusters Score -3004820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3004822.750000 Penalty: 3341.391357
	Iteration 81Q: 3 clusters Score -3004823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3004820.750000 Penalty: 3341.391357
	Iteration 82Q: 3 clusters Score -3004821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3004814.500000 Penalty: 3341.391357
	Iteration 83Q: 3 clusters Score -3004814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3004821.500000 Penalty: 3341.391357
	Iteration 84Q: 3 clusters Score -3004822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3004824.000000 Penalty: 3341.391357
	Iteration 85Q: 3 clusters Score -3004824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3004828.250000 Penalty: 3341.391357
	Iteration 86Q: 3 clusters Score -3004828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3004832.000000 Penalty: 3341.391357
	Iteration 87Q: 3 clusters Score -3004832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3004833.000000 Penalty: 3341.391357
	Iteration 88Q: 3 clusters Score -3004833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3004841.250000 Penalty: 3341.391357
	Iteration 89Q: 3 clusters Score -3004841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3004849.500000 Penalty: 3341.391357
	Iteration 90Q: 3 clusters Score -3004850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3004853.500000 Penalty: 3341.391357
	Iteration 91Q: 3 clusters Score -3004854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3004856.500000 Penalty: 3341.391357
	Iteration 92Q: 3 clusters Score -3004856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3004861.000000 Penalty: 3341.391357
	Iteration 93Q: 3 clusters Score -3004861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3004867.500000 Penalty: 3341.391357
	Iteration 94Q: 3 clusters Score -3004868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3004872.250000 Penalty: 3341.391357
	Iteration 95Q: 3 clusters Score -3004872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3004873.000000 Penalty: 3341.391357
	Iteration 96Q: 3 clusters Score -3004873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3004869.000000 Penalty: 3341.391357
	Iteration 97Q: 3 clusters Score -3004869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3004871.750000 Penalty: 3341.391357
	Iteration 98Q: 3 clusters Score -3004872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3004878.500000 Penalty: 3341.391357
	Iteration 99Q: 3 clusters Score -3004878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3004878.000000 Penalty: 3341.391357
	Iteration 100F: 3 clusters Score -3004878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3004879.750000 Penalty: 3341.391357
	Iteration 101Q: 3 clusters Score -3004880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3004881.250000 Penalty: 3341.391357
	Iteration 102Q: 3 clusters Score -3004881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3004878.750000 Penalty: 3341.391357
	Iteration 103Q: 3 clusters Score -3004879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3004880.250000 Penalty: 3341.391357
	Iteration 104Q: 3 clusters Score -3004880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3004882.000000 Penalty: 3341.391357
	Iteration 105Q: 3 clusters Score -3004882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3004880.750000 Penalty: 3341.391357
	Iteration 106Q: 3 clusters Score -3004881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3004881.000000 Penalty: 3341.391357
	Iteration 107Q: 3 clusters Score -3004881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3004881.750000 Penalty: 3341.391357
	Iteration 108Q: 3 clusters Score -3004882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3004884.500000 Penalty: 3341.391357
	Iteration 109Q: 3 clusters Score -3004884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3004883.750000 Penalty: 3341.391357
	Iteration 110Q: 3 clusters Score -3004884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3004883.750000 Penalty: 3341.391357
	Iteration 111F: 3 clusters Score -3004884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Entering Unmasked Estep 
Score: -4824990.000000 Penalty: 1747.289062
	Iteration 0F: 2 clusters Score -4824990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -4793573.500000 Penalty: 3494.578125
	Iteration 0F: 3 clusters Score -4793574 nChanged 22056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -4806313.500000 Penalty: 3494.578125
	Iteration 1F: 3 clusters Score -4806314 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4806987.000000 Penalty: 3494.578125
	Iteration 2Q: 3 clusters Score -4806987 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4807913.500000 Penalty: 3494.578125
	Iteration 3Q: 3 clusters Score -4807914 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4809279.500000 Penalty: 3494.578125
	Iteration 4F: 3 clusters Score -4809280 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4811388.000000 Penalty: 3494.578125
	Iteration 5F: 3 clusters Score -4811388 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4814264.500000 Penalty: 3494.578125
	Iteration 6F: 3 clusters Score -4814264 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -4817518.000000 Penalty: 3494.578125
	Iteration 7F: 3 clusters Score -4817518 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4819956.500000 Penalty: 3494.578125
	Iteration 8F: 3 clusters Score -4819956 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4821436.000000 Penalty: 3494.578125
	Iteration 9Q: 3 clusters Score -4821436 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4822333.000000 Penalty: 3494.578125
	Iteration 10Q: 3 clusters Score -4822333 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4822802.500000 Penalty: 3494.578125
	Iteration 11Q: 3 clusters Score -4822802 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4823110.000000 Penalty: 3494.578125
	Iteration 12Q: 3 clusters Score -4823110 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4823281.000000 Penalty: 3494.578125
	Iteration 13Q: 3 clusters Score -4823281 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4823393.500000 Penalty: 3494.578125
	Iteration 14Q: 3 clusters Score -4823394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4823476.000000 Penalty: 3494.578125
	Iteration 15Q: 3 clusters Score -4823476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4823535.500000 Penalty: 3494.578125
	Iteration 16Q: 3 clusters Score -4823536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4823586.500000 Penalty: 3494.578125
	Iteration 17Q: 3 clusters Score -4823586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4823604.500000 Penalty: 3494.578125
	Iteration 18Q: 3 clusters Score -4823604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4823609.000000 Penalty: 3494.578125
	Iteration 19Q: 3 clusters Score -4823609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4823621.500000 Penalty: 3494.578125
	Iteration 20F: 3 clusters Score -4823622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4823625.500000 Penalty: 3494.578125
	Iteration 21Q: 3 clusters Score -4823626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4823629.500000 Penalty: 3494.578125
	Iteration 22Q: 3 clusters Score -4823630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4823642.500000 Penalty: 3494.578125
	Iteration 23Q: 3 clusters Score -4823642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4823643.000000 Penalty: 3494.578125
	Iteration 24Q: 3 clusters Score -4823643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4823642.500000 Penalty: 3494.578125
	Iteration 25Q: 3 clusters Score -4823642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4823642.000000 Penalty: 3494.578125
	Iteration 26Q: 3 clusters Score -4823642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4823643.500000 Penalty: 3494.578125
	Iteration 27Q: 3 clusters Score -4823644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4823646.000000 Penalty: 3494.578125
	Iteration 28Q: 3 clusters Score -4823646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4823644.500000 Penalty: 3494.578125
	Iteration 29Q: 3 clusters Score -4823644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4823643.500000 Penalty: 3494.578125
	Iteration 30Q: 3 clusters Score -4823644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4823648.500000 Penalty: 3494.578125
	Iteration 31Q: 3 clusters Score -4823648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4823646.500000 Penalty: 3494.578125
	Iteration 32Q: 3 clusters Score -4823646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4823647.500000 Penalty: 3494.578125
	Iteration 33Q: 3 clusters Score -4823648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4823647.500000 Penalty: 3494.578125
	Iteration 34F: 3 clusters Score -4823648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Entering Unmasked Estep 
Score: -3067858.750000 Penalty: 1673.675537
	Iteration 0F: 2 clusters Score -3067859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3047957.750000 Penalty: 3347.351074
	Iteration 0F: 3 clusters Score -3047958 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3055431.750000 Penalty: 3347.351074
	Iteration 1F: 3 clusters Score -3055432 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3055922.500000 Penalty: 3347.351074
	Iteration 2Q: 3 clusters Score -3055922 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3056473.750000 Penalty: 3347.351074
	Iteration 3Q: 3 clusters Score -3056474 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3057095.500000 Penalty: 3347.351074
	Iteration 4Q: 3 clusters Score -3057096 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3057833.250000 Penalty: 3347.351074
	Iteration 5Q: 3 clusters Score -3057833 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3058722.750000 Penalty: 3347.351074
	Iteration 6Q: 3 clusters Score -3058723 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3059790.500000 Penalty: 3347.351074
	Iteration 7F: 3 clusters Score -3059790 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3060858.500000 Penalty: 3347.351074
	Iteration 8F: 3 clusters Score -3060858 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3061796.000000 Penalty: 3347.351074
	Iteration 9F: 3 clusters Score -3061796 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3062512.000000 Penalty: 3347.351074
	Iteration 10Q: 3 clusters Score -3062512 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3062935.750000 Penalty: 3347.351074
	Iteration 11Q: 3 clusters Score -3062936 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3063189.750000 Penalty: 3347.351074
	Iteration 12Q: 3 clusters Score -3063190 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3063328.750000 Penalty: 3347.351074
	Iteration 13Q: 3 clusters Score -3063329 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3063404.500000 Penalty: 3347.351074
	Iteration 14Q: 3 clusters Score -3063404 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -3063479.000000 Penalty: 3347.351074
	Iteration 15Q: 3 clusters Score -3063479 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3063561.500000 Penalty: 3347.351074
	Iteration 16Q: 3 clusters Score -3063562 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3063627.000000 Penalty: 3347.351074
	Iteration 17Q: 3 clusters Score -3063627 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3063688.500000 Penalty: 3347.351074
	Iteration 18Q: 3 clusters Score -3063688 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3063760.500000 Penalty: 3347.351074
	Iteration 19Q: 3 clusters Score -3063760 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3063848.250000 Penalty: 3347.351074
	Iteration 20F: 3 clusters Score -3063848 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3063928.500000 Penalty: 3347.351074
	Iteration 21Q: 3 clusters Score -3063928 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3064025.500000 Penalty: 3347.351074
	Iteration 22Q: 3 clusters Score -3064026 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3064145.250000 Penalty: 3347.351074
	Iteration 23Q: 3 clusters Score -3064145 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3064262.750000 Penalty: 3347.351074
	Iteration 24Q: 3 clusters Score -3064263 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3064390.250000 Penalty: 3347.351074
	Iteration 25Q: 3 clusters Score -3064390 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3064543.000000 Penalty: 3347.351074
	Iteration 26Q: 3 clusters Score -3064543 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3064708.250000 Penalty: 3347.351074
	Iteration 27Q: 3 clusters Score -3064708 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3064864.000000 Penalty: 3347.351074
	Iteration 28Q: 3 clusters Score -3064864 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3065012.000000 Penalty: 3347.351074
	Iteration 29Q: 3 clusters Score -3065012 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3065157.000000 Penalty: 3347.351074
	Iteration 30Q: 3 clusters Score -3065157 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3065298.000000 Penalty: 3347.351074
	Iteration 31Q: 3 clusters Score -3065298 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3065417.750000 Penalty: 3347.351074
	Iteration 32Q: 3 clusters Score -3065418 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3065548.750000 Penalty: 3347.351074
	Iteration 33Q: 3 clusters Score -3065549 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3065654.750000 Penalty: 3347.351074
	Iteration 34Q: 3 clusters Score -3065655 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3065749.000000 Penalty: 3347.351074
	Iteration 35Q: 3 clusters Score -3065749 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3065844.750000 Penalty: 3347.351074
	Iteration 36Q: 3 clusters Score -3065845 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -3065926.250000 Penalty: 3347.351074
	Iteration 37Q: 3 clusters Score -3065926 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3066017.750000 Penalty: 3347.351074
	Iteration 38Q: 3 clusters Score -3066018 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3066076.750000 Penalty: 3347.351074
	Iteration 39Q: 3 clusters Score -3066077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3066107.250000 Penalty: 3347.351074
	Iteration 40F: 3 clusters Score -3066107 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3066142.250000 Penalty: 3347.351074
	Iteration 41Q: 3 clusters Score -3066142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3066178.500000 Penalty: 3347.351074
	Iteration 42Q: 3 clusters Score -3066178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -3066219.500000 Penalty: 3347.351074
	Iteration 43Q: 3 clusters Score -3066220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3066233.750000 Penalty: 3347.351074
	Iteration 44Q: 3 clusters Score -3066234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -3066260.000000 Penalty: 3347.351074
	Iteration 45Q: 3 clusters Score -3066260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3066280.250000 Penalty: 3347.351074
	Iteration 46Q: 3 clusters Score -3066280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3066303.750000 Penalty: 3347.351074
	Iteration 47Q: 3 clusters Score -3066304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3066320.750000 Penalty: 3347.351074
	Iteration 48Q: 3 clusters Score -3066321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -3066331.250000 Penalty: 3347.351074
	Iteration 49Q: 3 clusters Score -3066331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3066347.000000 Penalty: 3347.351074
	Iteration 50Q: 3 clusters Score -3066347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3066359.000000 Penalty: 3347.351074
	Iteration 51Q: 3 clusters Score -3066359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3066373.000000 Penalty: 3347.351074
	Iteration 52Q: 3 clusters Score -3066373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3066380.250000 Penalty: 3347.351074
	Iteration 53Q: 3 clusters Score -3066380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3066389.500000 Penalty: 3347.351074
	Iteration 54Q: 3 clusters Score -3066390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3066395.250000 Penalty: 3347.351074
	Iteration 55Q: 3 clusters Score -3066395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3066410.000000 Penalty: 3347.351074
	Iteration 56Q: 3 clusters Score -3066410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3066414.750000 Penalty: 3347.351074
	Iteration 57Q: 3 clusters Score -3066415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3066416.500000 Penalty: 3347.351074
	Iteration 58Q: 3 clusters Score -3066416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -3066419.500000 Penalty: 3347.351074
	Iteration 59Q: 3 clusters Score -3066420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3066420.750000 Penalty: 3347.351074
	Iteration 60F: 3 clusters Score -3066421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3066424.750000 Penalty: 3347.351074
	Iteration 61Q: 3 clusters Score -3066425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3066427.500000 Penalty: 3347.351074
	Iteration 62Q: 3 clusters Score -3066428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3066424.000000 Penalty: 3347.351074
	Iteration 63Q: 3 clusters Score -3066424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3066425.000000 Penalty: 3347.351074
	Iteration 64Q: 3 clusters Score -3066425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3066425.000000 Penalty: 3347.351074
	Iteration 65F: 3 clusters Score -3066425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 73557 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 338044 members 
Mstep: Class 6 contains 57882 members 
Mstep: Class 9 contains 44271 members 
Mstep: Class 10 contains 5427 members 
Mstep: Class 12 contains 55865 members 
Mstep: Class 13 contains 7338 members 
Mstep: Class 14 contains 245623 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 16 contains 29179 members 
Mstep: Class 18 contains 46749 members 
Mstep: Class 19 contains 29719 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 15 clusters Score -9.412878e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 73623 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 337778 members 
Mstep: Class 6 contains 57601 members 
Mstep: Class 9 contains 44150 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 12 contains 55736 members 
Mstep: Class 13 contains 7358 members 
Mstep: Class 14 contains 246544 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 16 contains 29077 members 
Mstep: Class 18 contains 46703 members 
Mstep: Class 19 contains 29646 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 15 clusters Score -9.412905e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 73689 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 337463 members 
Mstep: Class 6 contains 57320 members 
Mstep: Class 9 contains 44040 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 12 contains 55627 members 
Mstep: Class 13 contains 7367 members 
Mstep: Class 14 contains 247488 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 28977 members 
Mstep: Class 18 contains 46638 members 
Mstep: Class 19 contains 29586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 15 clusters Score -9.412939e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 73756 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 337149 members 
Mstep: Class 6 contains 57010 members 
Mstep: Class 9 contains 43908 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 12 contains 55527 members 
Mstep: Class 13 contains 7384 members 
Mstep: Class 14 contains 248464 members 
Mstep: Class 15 contains 2878 members 
Mstep: Class 16 contains 28881 members 
Mstep: Class 18 contains 46582 members 
Mstep: Class 19 contains 29520 members 
Entering Unmasked Estep 
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Iteration 82Q: 15 clusters Score -9.412948e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 73835 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 336889 members 
Mstep: Class 6 contains 56682 members 
Mstep: Class 9 contains 43761 members 
Mstep: Class 10 contains 5569 members 
Mstep: Class 12 contains 55430 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 249447 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 28788 members 
Mstep: Class 18 contains 46494 members 
Mstep: Class 19 contains 29458 members 
Entering Unmasked Estep 
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Iteration 83Q: 15 clusters Score -9.412954e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 73907 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 336624 members 
Mstep: Class 6 contains 56366 members 
Mstep: Class 9 contains 43629 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 12 contains 55318 members 
Mstep: Class 13 contains 7376 members 
Mstep: Class 14 contains 250431 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 28692 members 
Mstep: Class 18 contains 46419 members 
Mstep: Class 19 contains 29394 members 
Entering Unmasked Estep 
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Iteration 84Q: 15 clusters Score -9.412952e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 74015 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 336271 members 
Mstep: Class 6 contains 56053 members 
Mstep: Class 9 contains 43485 members 
Mstep: Class 10 contains 5630 members 
Mstep: Class 12 contains 55197 members 
Mstep: Class 13 contains 7362 members 
Mstep: Class 14 contains 251491 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 16 contains 28599 members 
Mstep: Class 18 contains 46338 members 
Mstep: Class 19 contains 29329 members 
Entering Unmasked Estep 
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Iteration 85Q: 15 clusters Score -9.412987e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 74132 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 335946 members 
Mstep: Class 6 contains 55728 members 
Mstep: Class 9 contains 43327 members 
Mstep: Class 10 contains 5659 members 
Mstep: Class 12 contains 55062 members 
Mstep: Class 13 contains 7335 members 
Mstep: Class 14 contains 252620 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 28485 members 
Mstep: Class 18 contains 46253 members 
Mstep: Class 19 contains 29238 members 
Entering Unmasked Estep 
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Iteration 86Q: 15 clusters Score -9.412996e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 74207 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 335609 members 
Mstep: Class 6 contains 55411 members 
Mstep: Class 9 contains 43151 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 12 contains 54937 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 253810 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 28342 members 
Mstep: Class 18 contains 46163 members 
Mstep: Class 19 contains 29170 members 
Entering Unmasked Estep 
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Iteration 87Q: 15 clusters Score -9.413033e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 74310 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 335222 members 
Mstep: Class 6 contains 55119 members 
Mstep: Class 9 contains 42973 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 12 contains 54798 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 14 contains 255004 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 28205 members 
Mstep: Class 18 contains 46089 members 
Mstep: Class 19 contains 29109 members 
Entering Unmasked Estep 
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Iteration 88Q: 15 clusters Score -9.413021e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 74409 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 334784 members 
Mstep: Class 6 contains 54799 members 
Mstep: Class 9 contains 42805 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 12 contains 54646 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 256335 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 16 contains 28064 members 
Mstep: Class 18 contains 45987 members 
Mstep: Class 19 contains 29057 members 
Entering Unmasked Estep 
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Iteration 89Q: 15 clusters Score -9.413022e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 74515 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 334385 members 
Mstep: Class 6 contains 54460 members 
Mstep: Class 9 contains 42609 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 12 contains 54500 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 257672 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 27920 members 
Mstep: Class 18 contains 45883 members 
Mstep: Class 19 contains 28986 members 
Entering Unmasked Estep 
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Iteration 90Q: 15 clusters Score -9.413046e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 74594 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 334000 members 
Mstep: Class 6 contains 54135 members 
Mstep: Class 9 contains 42414 members 
Mstep: Class 10 contains 5824 members 
Mstep: Class 12 contains 54343 members 
Mstep: Class 13 contains 7126 members 
Mstep: Class 14 contains 259043 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 27763 members 
Mstep: Class 18 contains 45770 members 
Mstep: Class 19 contains 28917 members 
Entering Unmasked Estep 
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Iteration 91Q: 15 clusters Score -9.413047e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 74672 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 333577 members 
Mstep: Class 6 contains 53796 members 
Mstep: Class 9 contains 42208 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 12 contains 54178 members 
Mstep: Class 13 contains 7067 members 
Mstep: Class 14 contains 260502 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 27622 members 
Mstep: Class 18 contains 45631 members 
Mstep: Class 19 contains 28841 members 
Entering Unmasked Estep 
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Iteration 92Q: 15 clusters Score -9.413071e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 74720 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 333108 members 
Mstep: Class 6 contains 53449 members 
Mstep: Class 9 contains 42017 members 
Mstep: Class 10 contains 5876 members 
Mstep: Class 12 contains 54035 members 
Mstep: Class 13 contains 7006 members 
Mstep: Class 14 contains 262004 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 27495 members 
Mstep: Class 18 contains 45482 members 
Mstep: Class 19 contains 28771 members 
Entering Unmasked Estep 
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Iteration 93Q: 15 clusters Score -9.413103e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 74787 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 332641 members 
Mstep: Class 6 contains 53122 members 
Mstep: Class 9 contains 41807 members 
Mstep: Class 10 contains 5901 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 6940 members 
Mstep: Class 14 contains 263564 members 
Mstep: Class 15 contains 2835 members 
Mstep: Class 16 contains 27344 members 
Mstep: Class 18 contains 45330 members 
Mstep: Class 19 contains 28685 members 
Entering Unmasked Estep 
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Iteration 94Q: 15 clusters Score -9.413137e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 74818 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 332172 members 
Mstep: Class 6 contains 52805 members 
Mstep: Class 9 contains 41606 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 12 contains 53676 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 265170 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 27171 members 
Mstep: Class 18 contains 45183 members 
Mstep: Class 19 contains 28594 members 
Entering Unmasked Estep 
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Iteration 95Q: 15 clusters Score -9.413152e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 74875 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 331745 members 
Mstep: Class 6 contains 52491 members 
Mstep: Class 9 contains 41369 members 
Mstep: Class 10 contains 5979 members 
Mstep: Class 12 contains 53456 members 
Mstep: Class 13 contains 6832 members 
Mstep: Class 14 contains 266773 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 26980 members 
Mstep: Class 18 contains 45040 members 
Mstep: Class 19 contains 28488 members 
Entering Unmasked Estep 
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Iteration 96Q: 15 clusters Score -9.413205e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 74943 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 331361 members 
Mstep: Class 6 contains 52184 members 
Mstep: Class 9 contains 41121 members 
Mstep: Class 10 contains 6013 members 
Mstep: Class 12 contains 53235 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 268410 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 26772 members 
Mstep: Class 18 contains 44864 members 
Mstep: Class 19 contains 28379 members 
Entering Unmasked Estep 
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Iteration 97Q: 15 clusters Score -9.413238e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 75006 members 
Mstep: Class 4 contains 1959 members 
Mstep: Class 5 contains 330933 members 
Mstep: Class 6 contains 51874 members 
Mstep: Class 9 contains 40892 members 
Mstep: Class 10 contains 6048 members 
Mstep: Class 12 contains 52987 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 270064 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 26598 members 
Mstep: Class 18 contains 44685 members 
Mstep: Class 19 contains 28267 members 
Entering Unmasked Estep 
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Iteration 98Q: 15 clusters Score -9.413282e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 75079 members 
Mstep: Class 4 contains 1959 members 
Mstep: Class 5 contains 330514 members 
Mstep: Class 6 contains 51574 members 
Mstep: Class 9 contains 40652 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 12 contains 52720 members 
Mstep: Class 13 contains 6621 members 
Mstep: Class 14 contains 271761 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 26433 members 
Mstep: Class 18 contains 44477 members 
Mstep: Class 19 contains 28163 members 
Entering Unmasked Estep 
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Iteration 99Q: 15 clusters Score -9.413338e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 75152 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 329955 members 
Mstep: Class 6 contains 51301 members 
Mstep: Class 9 contains 40439 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 12 contains 52435 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 273519 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 26285 members 
Mstep: Class 18 contains 44307 members 
Mstep: Class 19 contains 28055 members 
Entering Unmasked Estep 
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Iteration 100F: 15 clusters Score -9.413353e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 75220 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 329360 members 
Mstep: Class 6 contains 51023 members 
Mstep: Class 9 contains 40219 members 
Mstep: Class 10 contains 6176 members 
Mstep: Class 12 contains 52157 members 
Mstep: Class 13 contains 6400 members 
Mstep: Class 14 contains 275348 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 26167 members 
Mstep: Class 18 contains 44117 members 
Mstep: Class 19 contains 27934 members 
Entering Unmasked Estep 
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Iteration 101Q: 15 clusters Score -9.413377e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 75307 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 328714 members 
Mstep: Class 6 contains 50739 members 
Mstep: Class 9 contains 39981 members 
Mstep: Class 10 contains 6215 members 
Mstep: Class 12 contains 51895 members 
Mstep: Class 13 contains 6280 members 
Mstep: Class 14 contains 277226 members 
Mstep: Class 15 contains 2832 members 
Mstep: Class 16 contains 26034 members 
Mstep: Class 18 contains 43931 members 
Mstep: Class 19 contains 27813 members 
Entering Unmasked Estep 
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Iteration 102Q: 15 clusters Score -9.413421e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 75388 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 328020 members 
Mstep: Class 6 contains 50475 members 
Mstep: Class 9 contains 39761 members 
Mstep: Class 10 contains 6257 members 
Mstep: Class 12 contains 51675 members 
Mstep: Class 13 contains 6160 members 
Mstep: Class 14 contains 279074 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 25892 members 
Mstep: Class 18 contains 43749 members 
Mstep: Class 19 contains 27706 members 
Entering Unmasked Estep 
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Iteration 103Q: 15 clusters Score -9.413455e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 75448 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 327190 members 
Mstep: Class 6 contains 50265 members 
Mstep: Class 9 contains 39545 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 12 contains 51503 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 280941 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 25748 members 
Mstep: Class 18 contains 43582 members 
Mstep: Class 19 contains 27592 members 
Entering Unmasked Estep 
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Iteration 104Q: 15 clusters Score -9.413499e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 75485 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 326488 members 
Mstep: Class 6 contains 50030 members 
Mstep: Class 9 contains 39299 members 
Mstep: Class 10 contains 6349 members 
Mstep: Class 12 contains 51387 members 
Mstep: Class 13 contains 5966 members 
Mstep: Class 14 contains 282732 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 25599 members 
Mstep: Class 18 contains 43374 members 
Mstep: Class 19 contains 27490 members 
Entering Unmasked Estep 
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Iteration 105Q: 15 clusters Score -9.413526e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 75546 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 325867 members 
Mstep: Class 6 contains 49781 members 
Mstep: Class 9 contains 39047 members 
Mstep: Class 10 contains 6390 members 
Mstep: Class 12 contains 51283 members 
Mstep: Class 13 contains 5848 members 
Mstep: Class 14 contains 284481 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 25419 members 
Mstep: Class 18 contains 43155 members 
Mstep: Class 19 contains 27380 members 
Entering Unmasked Estep 
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Iteration 106Q: 15 clusters Score -9.41354e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 75590 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 325141 members 
Mstep: Class 6 contains 49529 members 
Mstep: Class 9 contains 38784 members 
Mstep: Class 10 contains 6420 members 
Mstep: Class 12 contains 51177 members 
Mstep: Class 13 contains 5756 members 
Mstep: Class 14 contains 286273 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 25246 members 
Mstep: Class 18 contains 42992 members 
Mstep: Class 19 contains 27278 members 
Entering Unmasked Estep 
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Iteration 107Q: 15 clusters Score -9.413586e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 75664 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 324380 members 
Mstep: Class 6 contains 49286 members 
Mstep: Class 9 contains 38523 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 12 contains 51068 members 
Mstep: Class 13 contains 5655 members 
Mstep: Class 14 contains 288087 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 25058 members 
Mstep: Class 18 contains 42876 members 
Mstep: Class 19 contains 27161 members 
Entering Unmasked Estep 
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Iteration 108Q: 15 clusters Score -9.4136e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 75707 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 323577 members 
Mstep: Class 6 contains 49007 members 
Mstep: Class 9 contains 38265 members 
Mstep: Class 10 contains 6464 members 
Mstep: Class 12 contains 50970 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 289901 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 24883 members 
Mstep: Class 18 contains 42764 members 
Mstep: Class 19 contains 27110 members 
Entering Unmasked Estep 
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Iteration 109Q: 15 clusters Score -9.413642e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 75745 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 322762 members 
Mstep: Class 6 contains 48733 members 
Mstep: Class 9 contains 37987 members 
Mstep: Class 10 contains 6484 members 
Mstep: Class 12 contains 50891 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 291723 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 24692 members 
Mstep: Class 18 contains 42632 members 
Mstep: Class 19 contains 27084 members 
Entering Unmasked Estep 
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Iteration 110Q: 15 clusters Score -9.41369e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 75763 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 321907 members 
Mstep: Class 6 contains 48453 members 
Mstep: Class 9 contains 37696 members 
Mstep: Class 10 contains 6505 members 
Mstep: Class 12 contains 50832 members 
Mstep: Class 13 contains 5455 members 
Mstep: Class 14 contains 293499 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 24518 members 
Mstep: Class 18 contains 42524 members 
Mstep: Class 19 contains 27091 members 
Entering Unmasked Estep 
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Iteration 111Q: 15 clusters Score -9.41372e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 75799 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 320994 members 
Mstep: Class 6 contains 48142 members 
Mstep: Class 9 contains 37412 members 
Mstep: Class 10 contains 6518 members 
Mstep: Class 12 contains 50748 members 
Mstep: Class 13 contains 5401 members 
Mstep: Class 14 contains 295378 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 24345 members 
Mstep: Class 18 contains 42425 members 
Mstep: Class 19 contains 27106 members 
Entering Unmasked Estep 
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Iteration 112Q: 15 clusters Score -9.413742e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 75852 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 320012 members 
Mstep: Class 6 contains 47842 members 
Mstep: Class 9 contains 37162 members 
Mstep: Class 10 contains 6524 members 
Mstep: Class 12 contains 50664 members 
Mstep: Class 13 contains 5333 members 
Mstep: Class 14 contains 297246 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 24180 members 
Mstep: Class 18 contains 42335 members 
Mstep: Class 19 contains 27132 members 
Entering Unmasked Estep 
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Iteration 113Q: 15 clusters Score -9.4137e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 75926 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 319119 members 
Mstep: Class 6 contains 47566 members 
Mstep: Class 9 contains 36929 members 
Mstep: Class 10 contains 6530 members 
Mstep: Class 12 contains 50622 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 298878 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 16 contains 24068 members 
Mstep: Class 18 contains 42232 members 
Mstep: Class 19 contains 27151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137072.000000 Penalty: 31291.560547
Iteration 114Q: 15 clusters Score -9.413707e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 75937 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 318234 members 
Mstep: Class 6 contains 47303 members 
Mstep: Class 9 contains 36686 members 
Mstep: Class 10 contains 6541 members 
Mstep: Class 12 contains 50562 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 300509 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 18 contains 42200 members 
Mstep: Class 19 contains 27201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136864.000000 Penalty: 31291.560547
Iteration 115Q: 15 clusters Score -9.413686e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 75938 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 317507 members 
Mstep: Class 6 contains 47036 members 
Mstep: Class 9 contains 36482 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 12 contains 50528 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 301894 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 23873 members 
Mstep: Class 18 contains 42183 members 
Mstep: Class 19 contains 27258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136736.000000 Penalty: 31291.560547
Iteration 116Q: 15 clusters Score -9.413674e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 75950 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 317037 members 
Mstep: Class 6 contains 46770 members 
Mstep: Class 9 contains 36306 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 12 contains 50520 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 302947 members 
Mstep: Class 15 contains 2832 members 
Mstep: Class 16 contains 23809 members 
Mstep: Class 18 contains 42195 members 
Mstep: Class 19 contains 27281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137176.000000 Penalty: 31291.560547
Iteration 117Q: 15 clusters Score -9.413718e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 75960 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 316935 members 
Mstep: Class 6 contains 46550 members 
Mstep: Class 9 contains 36198 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 12 contains 50498 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 303625 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 23734 members 
Mstep: Class 18 contains 42195 members 
Mstep: Class 19 contains 27301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137216.000000 Penalty: 31291.560547
Iteration 118Q: 15 clusters Score -9.413722e+07 nChanged 7218
Entering ConstructFrom: 
Score: -94137216.000000 Penalty: 31291.560547
Entering ConstructFrom: 
Trying to split cluster 1 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -180831.593750 Penalty: 1205.161499
	Iteration 0F: 2 clusters Score -180831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -178950.187500 Penalty: 2410.322998
	Iteration 0F: 3 clusters Score -178950.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -179333.156250 Penalty: 2410.322998
	Iteration 1F: 3 clusters Score -179333.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -179409.640625 Penalty: 2410.322998
	Iteration 2F: 3 clusters Score -179409.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179447.625000 Penalty: 2410.322998
	Iteration 3Q: 3 clusters Score -179447.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179467.562500 Penalty: 2410.322998
	Iteration 4Q: 3 clusters Score -179467.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -179478.671875 Penalty: 2410.322998
	Iteration 5Q: 3 clusters Score -179478.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -179486.484375 Penalty: 2410.322998
	Iteration 6Q: 3 clusters Score -179486.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179492.812500 Penalty: 2410.322998
	Iteration 7Q: 3 clusters Score -179492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179494.187500 Penalty: 2410.322998
	Iteration 8Q: 3 clusters Score -179494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -179497.406250 Penalty: 2410.322998
	Iteration 9Q: 3 clusters Score -179497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -179500.796875 Penalty: 2410.322998
	Iteration 10Q: 3 clusters Score -179500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -179504.250000 Penalty: 2410.322998
	Iteration 11Q: 3 clusters Score -179504.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -179507.312500 Penalty: 2410.322998
	Iteration 12Q: 3 clusters Score -179507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -179509.453125 Penalty: 2410.322998
	Iteration 13Q: 3 clusters Score -179509.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -179513.015625 Penalty: 2410.322998
	Iteration 14Q: 3 clusters Score -179513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -179516.015625 Penalty: 2410.322998
	Iteration 15Q: 3 clusters Score -179516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -179517.187500 Penalty: 2410.322998
	Iteration 16Q: 3 clusters Score -179517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -179518.859375 Penalty: 2410.322998
	Iteration 17Q: 3 clusters Score -179518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179521.125000 Penalty: 2410.322998
	Iteration 18Q: 3 clusters Score -179521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179522.484375 Penalty: 2410.322998
	Iteration 19Q: 3 clusters Score -179522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179524.218750 Penalty: 2410.322998
	Iteration 20F: 3 clusters Score -179524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179525.546875 Penalty: 2410.322998
	Iteration 21Q: 3 clusters Score -179525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -179525.562500 Penalty: 2410.322998
	Iteration 22Q: 3 clusters Score -179525.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -179525.562500 Penalty: 2410.322998
	Iteration 23F: 3 clusters Score -179525.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Entering Unmasked Estep 
Score: -7536309.500000 Penalty: 1826.196655
	Iteration 0F: 2 clusters Score -7536310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -7485598.000000 Penalty: 3652.393311
	Iteration 0F: 3 clusters Score -7485598 nChanged 36061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -7506214.500000 Penalty: 3652.393311
	Iteration 1F: 3 clusters Score -7506214 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -7507023.000000 Penalty: 3652.393311
	Iteration 2Q: 3 clusters Score -7507023 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -7508025.500000 Penalty: 3652.393311
	Iteration 3Q: 3 clusters Score -7508026 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -7509603.500000 Penalty: 3652.393311
	Iteration 4Q: 3 clusters Score -7509604 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -7512000.500000 Penalty: 3652.393311
	Iteration 5Q: 3 clusters Score -7512000 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -7515165.500000 Penalty: 3652.393311
	Iteration 6F: 3 clusters Score -7515166 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -7519078.000000 Penalty: 3652.393311
	Iteration 7F: 3 clusters Score -7519078 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -7523332.500000 Penalty: 3652.393311
	Iteration 8F: 3 clusters Score -7523332 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -7527511.500000 Penalty: 3652.393311
	Iteration 9F: 3 clusters Score -7527512 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -7530671.500000 Penalty: 3652.393311
	Iteration 10F: 3 clusters Score -7530672 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7532678.500000 Penalty: 3652.393311
	Iteration 11Q: 3 clusters Score -7532678 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74569 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7533687.000000 Penalty: 3652.393311
	Iteration 12Q: 3 clusters Score -7533687 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7534173.500000 Penalty: 3652.393311
	Iteration 13Q: 3 clusters Score -7534174 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7534414.500000 Penalty: 3652.393311
	Iteration 14Q: 3 clusters Score -7534414 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7534556.000000 Penalty: 3652.393311
	Iteration 15Q: 3 clusters Score -7534556 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7534627.000000 Penalty: 3652.393311
	Iteration 16Q: 3 clusters Score -7534627 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7534671.000000 Penalty: 3652.393311
	Iteration 17Q: 3 clusters Score -7534671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7534689.000000 Penalty: 3652.393311
	Iteration 18Q: 3 clusters Score -7534689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7534705.500000 Penalty: 3652.393311
	Iteration 19Q: 3 clusters Score -7534706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7534719.000000 Penalty: 3652.393311
	Iteration 20F: 3 clusters Score -7534719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7534735.000000 Penalty: 3652.393311
	Iteration 21Q: 3 clusters Score -7534735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7534747.000000 Penalty: 3652.393311
	Iteration 22Q: 3 clusters Score -7534747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7534747.500000 Penalty: 3652.393311
	Iteration 23Q: 3 clusters Score -7534748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7534750.500000 Penalty: 3652.393311
	Iteration 24Q: 3 clusters Score -7534750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75711 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7534758.000000 Penalty: 3652.393311
	Iteration 25Q: 3 clusters Score -7534758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7534758.500000 Penalty: 3652.393311
	Iteration 26Q: 3 clusters Score -7534758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7534759.500000 Penalty: 3652.393311
	Iteration 27Q: 3 clusters Score -7534760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7534760.500000 Penalty: 3652.393311
	Iteration 28Q: 3 clusters Score -7534760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7534760.500000 Penalty: 3652.393311
	Iteration 29F: 3 clusters Score -7534760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -190334.859375 Penalty: 1231.448608
	Iteration 0F: 2 clusters Score -190334.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -188307.171875 Penalty: 2462.897217
	Iteration 0F: 3 clusters Score -188307.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -188781.953125 Penalty: 2462.897217
	Iteration 1F: 3 clusters Score -188782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -188940.765625 Penalty: 2462.897217
	Iteration 2F: 3 clusters Score -188940.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -189085.578125 Penalty: 2462.897217
	Iteration 3F: 3 clusters Score -189085.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -189182.421875 Penalty: 2462.897217
	Iteration 4F: 3 clusters Score -189182.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -189253.265625 Penalty: 2462.897217
	Iteration 5Q: 3 clusters Score -189253.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -189307.156250 Penalty: 2462.897217
	Iteration 6Q: 3 clusters Score -189307.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -189352.156250 Penalty: 2462.897217
	Iteration 7Q: 3 clusters Score -189352.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -189383.796875 Penalty: 2462.897217
	Iteration 8Q: 3 clusters Score -189383.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -189416.859375 Penalty: 2462.897217
	Iteration 9Q: 3 clusters Score -189416.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -189450.000000 Penalty: 2462.897217
	Iteration 10Q: 3 clusters Score -189450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -189478.328125 Penalty: 2462.897217
	Iteration 11Q: 3 clusters Score -189478.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -189508.765625 Penalty: 2462.897217
	Iteration 12Q: 3 clusters Score -189508.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -189537.265625 Penalty: 2462.897217
	Iteration 13Q: 3 clusters Score -189537.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -189549.343750 Penalty: 2462.897217
	Iteration 14Q: 3 clusters Score -189549.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -189560.468750 Penalty: 2462.897217
	Iteration 15Q: 3 clusters Score -189560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -189564.359375 Penalty: 2462.897217
	Iteration 16Q: 3 clusters Score -189564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -189564.828125 Penalty: 2462.897217
	Iteration 17Q: 3 clusters Score -189564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -189564.828125 Penalty: 2462.897217
	Iteration 18F: 3 clusters Score -189564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (317027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317027 members 
Entering Unmasked Estep 
Score: -32180910.000000 Penalty: 2058.345703
	Iteration 0F: 2 clusters Score -3.218091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158658 members 
Mstep: Class 2 contains 158369 members 
Entering Unmasked Estep 
Score: -31972010.000000 Penalty: 4116.691406
	Iteration 0F: 3 clusters Score -3.197201e+07 nChanged 154558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -32065226.000000 Penalty: 4116.691406
	Iteration 1F: 3 clusters Score -3.206523e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165321 members 
Mstep: Class 2 contains 151706 members 
Entering Unmasked Estep 
Score: -32068084.000000 Penalty: 4116.691406
	Iteration 2Q: 3 clusters Score -3.206808e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -32072612.000000 Penalty: 4116.691406
	Iteration 3Q: 3 clusters Score -3.207261e+07 nChanged 14667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175227 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -32079690.000000 Penalty: 4116.691406
	Iteration 4Q: 3 clusters Score -3.207969e+07 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181835 members 
Mstep: Class 2 contains 135192 members 
Entering Unmasked Estep 
Score: -32090132.000000 Penalty: 4116.691406
	Iteration 5F: 3 clusters Score -3.209013e+07 nChanged 20199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188108 members 
Mstep: Class 2 contains 128919 members 
Entering Unmasked Estep 
Score: -32104102.000000 Penalty: 4116.691406
	Iteration 6F: 3 clusters Score -3.21041e+07 nChanged 21596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192890 members 
Mstep: Class 2 contains 124137 members 
Entering Unmasked Estep 
Score: -32119990.000000 Penalty: 4116.691406
	Iteration 7F: 3 clusters Score -3.211999e+07 nChanged 19179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195661 members 
Mstep: Class 2 contains 121366 members 
Entering Unmasked Estep 
Score: -32131028.000000 Penalty: 4116.691406
	Iteration 8F: 3 clusters Score -3.213103e+07 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197820 members 
Mstep: Class 2 contains 119207 members 
Entering Unmasked Estep 
Score: -32135728.000000 Penalty: 4116.691406
	Iteration 9Q: 3 clusters Score -3.213573e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200003 members 
Mstep: Class 2 contains 117024 members 
Entering Unmasked Estep 
Score: -32137216.000000 Penalty: 4116.691406
	Iteration 10Q: 3 clusters Score -3.213722e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202356 members 
Mstep: Class 2 contains 114671 members 
Entering Unmasked Estep 
Score: -32138120.000000 Penalty: 4116.691406
	Iteration 11Q: 3 clusters Score -3.213812e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204789 members 
Mstep: Class 2 contains 112238 members 
Entering Unmasked Estep 
Score: -32138760.000000 Penalty: 4116.691406
	Iteration 12Q: 3 clusters Score -3.213876e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207329 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -32139268.000000 Penalty: 4116.691406
	Iteration 13Q: 3 clusters Score -3.213927e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209780 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -32139738.000000 Penalty: 4116.691406
	Iteration 14Q: 3 clusters Score -3.213974e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212309 members 
Mstep: Class 2 contains 104718 members 
Entering Unmasked Estep 
Score: -32140282.000000 Penalty: 4116.691406
	Iteration 15Q: 3 clusters Score -3.214028e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214971 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -32141100.000000 Penalty: 4116.691406
	Iteration 16Q: 3 clusters Score -3.21411e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217733 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -32141866.000000 Penalty: 4116.691406
	Iteration 17Q: 3 clusters Score -3.214187e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220585 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -32142642.000000 Penalty: 4116.691406
	Iteration 18Q: 3 clusters Score -3.214264e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223549 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -32143030.000000 Penalty: 4116.691406
	Iteration 19Q: 3 clusters Score -3.214303e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226567 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -32143862.000000 Penalty: 4116.691406
	Iteration 20F: 3 clusters Score -3.214386e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229752 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -32144784.000000 Penalty: 4116.691406
	Iteration 21Q: 3 clusters Score -3.214478e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233066 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -32145708.000000 Penalty: 4116.691406
	Iteration 22Q: 3 clusters Score -3.214571e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236338 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -32146434.000000 Penalty: 4116.691406
	Iteration 23Q: 3 clusters Score -3.214643e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239675 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -32147598.000000 Penalty: 4116.691406
	Iteration 24Q: 3 clusters Score -3.21476e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243082 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -32148544.000000 Penalty: 4116.691406
	Iteration 25Q: 3 clusters Score -3.214854e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246604 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -32149442.000000 Penalty: 4116.691406
	Iteration 26Q: 3 clusters Score -3.214944e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250173 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -32150366.000000 Penalty: 4116.691406
	Iteration 27Q: 3 clusters Score -3.215037e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253720 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -32151686.000000 Penalty: 4116.691406
	Iteration 28Q: 3 clusters Score -3.215169e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257385 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -32152836.000000 Penalty: 4116.691406
	Iteration 29Q: 3 clusters Score -3.215284e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261120 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -32153894.000000 Penalty: 4116.691406
	Iteration 30Q: 3 clusters Score -3.215389e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264756 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -32155174.000000 Penalty: 4116.691406
	Iteration 31Q: 3 clusters Score -3.215517e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268391 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -32156374.000000 Penalty: 4116.691406
	Iteration 32Q: 3 clusters Score -3.215637e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271992 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -32157594.000000 Penalty: 4116.691406
	Iteration 33Q: 3 clusters Score -3.215759e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275513 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -32158780.000000 Penalty: 4116.691406
	Iteration 34Q: 3 clusters Score -3.215878e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278966 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -32160358.000000 Penalty: 4116.691406
	Iteration 35Q: 3 clusters Score -3.216036e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282400 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -32161638.000000 Penalty: 4116.691406
	Iteration 36Q: 3 clusters Score -3.216164e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285864 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -32163308.000000 Penalty: 4116.691406
	Iteration 37Q: 3 clusters Score -3.216331e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289172 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -32164900.000000 Penalty: 4116.691406
	Iteration 38Q: 3 clusters Score -3.21649e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292319 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -32166494.000000 Penalty: 4116.691406
	Iteration 39Q: 3 clusters Score -3.216649e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295202 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -32167990.000000 Penalty: 4116.691406
	Iteration 40F: 3 clusters Score -3.216799e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297837 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -32169088.000000 Penalty: 4116.691406
	Iteration 41Q: 3 clusters Score -3.216909e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300286 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -32170278.000000 Penalty: 4116.691406
	Iteration 42Q: 3 clusters Score -3.217028e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302426 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -32170964.000000 Penalty: 4116.691406
	Iteration 43Q: 3 clusters Score -3.217096e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304297 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -32171640.000000 Penalty: 4116.691406
	Iteration 44Q: 3 clusters Score -3.217164e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305891 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -32172396.000000 Penalty: 4116.691406
	Iteration 45Q: 3 clusters Score -3.21724e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307311 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -32173468.000000 Penalty: 4116.691406
	Iteration 46Q: 3 clusters Score -3.217347e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308537 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -32174500.000000 Penalty: 4116.691406
	Iteration 47Q: 3 clusters Score -3.21745e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309595 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -32175310.000000 Penalty: 4116.691406
	Iteration 48Q: 3 clusters Score -3.217531e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310491 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -32175904.000000 Penalty: 4116.691406
	Iteration 49Q: 3 clusters Score -3.21759e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311293 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -32176408.000000 Penalty: 4116.691406
	Iteration 50Q: 3 clusters Score -3.217641e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311976 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -32176798.000000 Penalty: 4116.691406
	Iteration 51Q: 3 clusters Score -3.21768e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312572 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -32177144.000000 Penalty: 4116.691406
	Iteration 52Q: 3 clusters Score -3.217714e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313084 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -32177556.000000 Penalty: 4116.691406
	Iteration 53Q: 3 clusters Score -3.217756e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313525 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -32177712.000000 Penalty: 4116.691406
	Iteration 54Q: 3 clusters Score -3.217771e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313882 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -32177862.000000 Penalty: 4116.691406
	Iteration 55Q: 3 clusters Score -3.217786e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314192 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -32177916.000000 Penalty: 4116.691406
	Iteration 56Q: 3 clusters Score -3.217792e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314413 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -32178064.000000 Penalty: 4116.691406
	Iteration 57Q: 3 clusters Score -3.217806e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314582 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -32178168.000000 Penalty: 4116.691406
	Iteration 58Q: 3 clusters Score -3.217817e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314734 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -32178308.000000 Penalty: 4116.691406
	Iteration 59Q: 3 clusters Score -3.217831e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314845 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -32178362.000000 Penalty: 4116.691406
	Iteration 60F: 3 clusters Score -3.217836e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314956 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -32178446.000000 Penalty: 4116.691406
	Iteration 61Q: 3 clusters Score -3.217845e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315080 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -32178472.000000 Penalty: 4116.691406
	Iteration 62Q: 3 clusters Score -3.217847e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315187 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -32178532.000000 Penalty: 4116.691406
	Iteration 63Q: 3 clusters Score -3.217853e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315265 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -32178558.000000 Penalty: 4116.691406
	Iteration 64Q: 3 clusters Score -3.217856e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315326 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -32178604.000000 Penalty: 4116.691406
	Iteration 65Q: 3 clusters Score -3.21786e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315385 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -32178646.000000 Penalty: 4116.691406
	Iteration 66Q: 3 clusters Score -3.217865e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315428 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -32178678.000000 Penalty: 4116.691406
	Iteration 67Q: 3 clusters Score -3.217868e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315483 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -32178720.000000 Penalty: 4116.691406
	Iteration 68Q: 3 clusters Score -3.217872e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315529 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -32178718.000000 Penalty: 4116.691406
	Iteration 69Q: 3 clusters Score -3.217872e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315561 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -32178756.000000 Penalty: 4116.691406
	Iteration 70Q: 3 clusters Score -3.217876e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315603 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -32178800.000000 Penalty: 4116.691406
	Iteration 71Q: 3 clusters Score -3.21788e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315637 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -32178774.000000 Penalty: 4116.691406
	Iteration 72Q: 3 clusters Score -3.217877e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315684 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -32178794.000000 Penalty: 4116.691406
	Iteration 73Q: 3 clusters Score -3.217879e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315718 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -32178824.000000 Penalty: 4116.691406
	Iteration 74Q: 3 clusters Score -3.217882e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315752 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -32178820.000000 Penalty: 4116.691406
	Iteration 75Q: 3 clusters Score -3.217882e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315787 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -32178886.000000 Penalty: 4116.691406
	Iteration 76Q: 3 clusters Score -3.217889e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315804 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -32178890.000000 Penalty: 4116.691406
	Iteration 77Q: 3 clusters Score -3.217889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315830 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -32178896.000000 Penalty: 4116.691406
	Iteration 78Q: 3 clusters Score -3.21789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315850 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -32178930.000000 Penalty: 4116.691406
	Iteration 79Q: 3 clusters Score -3.217893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315861 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -32178932.000000 Penalty: 4116.691406
	Iteration 80F: 3 clusters Score -3.217893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315869 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -32178938.000000 Penalty: 4116.691406
	Iteration 81Q: 3 clusters Score -3.217894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315876 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -32178962.000000 Penalty: 4116.691406
	Iteration 82Q: 3 clusters Score -3.217896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315881 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -32178958.000000 Penalty: 4116.691406
	Iteration 83Q: 3 clusters Score -3.217896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315888 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -32178960.000000 Penalty: 4116.691406
	Iteration 84Q: 3 clusters Score -3.217896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315891 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -32178954.000000 Penalty: 4116.691406
	Iteration 85Q: 3 clusters Score -3.217895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315893 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -32178938.000000 Penalty: 4116.691406
	Iteration 86Q: 3 clusters Score -3.217894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315894 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -32178950.000000 Penalty: 4116.691406
	Iteration 87Q: 3 clusters Score -3.217895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315897 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -32178946.000000 Penalty: 4116.691406
	Iteration 88Q: 3 clusters Score -3.217895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315900 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -32178958.000000 Penalty: 4116.691406
	Iteration 89Q: 3 clusters Score -3.217896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315903 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -32178980.000000 Penalty: 4116.691406
	Iteration 90Q: 3 clusters Score -3.217898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315908 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -32178988.000000 Penalty: 4116.691406
	Iteration 91Q: 3 clusters Score -3.217899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315911 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -32178972.000000 Penalty: 4116.691406
	Iteration 92Q: 3 clusters Score -3.217897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315911 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -32178974.000000 Penalty: 4116.691406
	Iteration 93Q: 3 clusters Score -3.217897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315914 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -32178958.000000 Penalty: 4116.691406
	Iteration 94Q: 3 clusters Score -3.217896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315917 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -32178962.000000 Penalty: 4116.691406
	Iteration 95Q: 3 clusters Score -3.217896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315918 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -32178972.000000 Penalty: 4116.691406
	Iteration 96Q: 3 clusters Score -3.217897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315919 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -32178968.000000 Penalty: 4116.691406
	Iteration 97Q: 3 clusters Score -3.217897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315918 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -32178966.000000 Penalty: 4116.691406
	Iteration 98Q: 3 clusters Score -3.217897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315922 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -32178976.000000 Penalty: 4116.691406
	Iteration 99Q: 3 clusters Score -3.217898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315925 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -32178986.000000 Penalty: 4116.691406
	Iteration 100F: 3 clusters Score -3.217899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315925 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -32178980.000000 Penalty: 4116.691406
	Iteration 101Q: 3 clusters Score -3.217898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315926 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -32178978.000000 Penalty: 4116.691406
	Iteration 102Q: 3 clusters Score -3.217898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315926 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -32178978.000000 Penalty: 4116.691406
	Iteration 103F: 3 clusters Score -3.217898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Entering Unmasked Estep 
Score: -4813814.000000 Penalty: 1745.745361
	Iteration 0F: 2 clusters Score -4813814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4782809.000000 Penalty: 3491.490723
	Iteration 0F: 3 clusters Score -4782809 nChanged 21756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -4795338.000000 Penalty: 3491.490723
	Iteration 1F: 3 clusters Score -4795338 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -4796015.000000 Penalty: 3491.490723
	Iteration 2Q: 3 clusters Score -4796015 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4796958.500000 Penalty: 3491.490723
	Iteration 3Q: 3 clusters Score -4796958 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4798267.500000 Penalty: 3491.490723
	Iteration 4F: 3 clusters Score -4798268 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4800008.500000 Penalty: 3491.490723
	Iteration 5F: 3 clusters Score -4800008 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4802329.000000 Penalty: 3491.490723
	Iteration 6F: 3 clusters Score -4802329 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4804769.500000 Penalty: 3491.490723
	Iteration 7F: 3 clusters Score -4804770 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4806410.000000 Penalty: 3491.490723
	Iteration 8F: 3 clusters Score -4806410 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4807210.000000 Penalty: 3491.490723
	Iteration 9Q: 3 clusters Score -4807210 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4807575.000000 Penalty: 3491.490723
	Iteration 10Q: 3 clusters Score -4807575 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -4807790.500000 Penalty: 3491.490723
	Iteration 11Q: 3 clusters Score -4807790 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4807995.000000 Penalty: 3491.490723
	Iteration 12Q: 3 clusters Score -4807995 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4808161.500000 Penalty: 3491.490723
	Iteration 13Q: 3 clusters Score -4808162 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -4808297.500000 Penalty: 3491.490723
	Iteration 14Q: 3 clusters Score -4808298 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4808430.500000 Penalty: 3491.490723
	Iteration 15Q: 3 clusters Score -4808430 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4808517.000000 Penalty: 3491.490723
	Iteration 16Q: 3 clusters Score -4808517 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4808624.000000 Penalty: 3491.490723
	Iteration 17Q: 3 clusters Score -4808624 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -4808714.000000 Penalty: 3491.490723
	Iteration 18Q: 3 clusters Score -4808714 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -4808809.000000 Penalty: 3491.490723
	Iteration 19Q: 3 clusters Score -4808809 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -4808902.500000 Penalty: 3491.490723
	Iteration 20F: 3 clusters Score -4808902 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4808968.500000 Penalty: 3491.490723
	Iteration 21Q: 3 clusters Score -4808968 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -4809033.000000 Penalty: 3491.490723
	Iteration 22Q: 3 clusters Score -4809033 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4809148.500000 Penalty: 3491.490723
	Iteration 23Q: 3 clusters Score -4809148 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4809205.000000 Penalty: 3491.490723
	Iteration 24Q: 3 clusters Score -4809205 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -4809315.500000 Penalty: 3491.490723
	Iteration 25Q: 3 clusters Score -4809316 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -4809387.500000 Penalty: 3491.490723
	Iteration 26Q: 3 clusters Score -4809388 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -4809501.000000 Penalty: 3491.490723
	Iteration 27Q: 3 clusters Score -4809501 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4809577.500000 Penalty: 3491.490723
	Iteration 28Q: 3 clusters Score -4809578 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -4809697.500000 Penalty: 3491.490723
	Iteration 29Q: 3 clusters Score -4809698 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -4809799.000000 Penalty: 3491.490723
	Iteration 30Q: 3 clusters Score -4809799 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -4809886.000000 Penalty: 3491.490723
	Iteration 31Q: 3 clusters Score -4809886 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4809985.500000 Penalty: 3491.490723
	Iteration 32Q: 3 clusters Score -4809986 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -4810096.500000 Penalty: 3491.490723
	Iteration 33Q: 3 clusters Score -4810096 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -4810208.000000 Penalty: 3491.490723
	Iteration 34Q: 3 clusters Score -4810208 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -4810347.500000 Penalty: 3491.490723
	Iteration 35Q: 3 clusters Score -4810348 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4810465.500000 Penalty: 3491.490723
	Iteration 36Q: 3 clusters Score -4810466 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4810573.500000 Penalty: 3491.490723
	Iteration 37Q: 3 clusters Score -4810574 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -4810729.500000 Penalty: 3491.490723
	Iteration 38Q: 3 clusters Score -4810730 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4810869.000000 Penalty: 3491.490723
	Iteration 39Q: 3 clusters Score -4810869 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4811026.500000 Penalty: 3491.490723
	Iteration 40F: 3 clusters Score -4811026 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4811164.000000 Penalty: 3491.490723
	Iteration 41Q: 3 clusters Score -4811164 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4811301.000000 Penalty: 3491.490723
	Iteration 42Q: 3 clusters Score -4811301 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4811466.000000 Penalty: 3491.490723
	Iteration 43Q: 3 clusters Score -4811466 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4811607.500000 Penalty: 3491.490723
	Iteration 44Q: 3 clusters Score -4811608 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4811762.500000 Penalty: 3491.490723
	Iteration 45Q: 3 clusters Score -4811762 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4811915.000000 Penalty: 3491.490723
	Iteration 46Q: 3 clusters Score -4811915 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4812046.000000 Penalty: 3491.490723
	Iteration 47Q: 3 clusters Score -4812046 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4812151.500000 Penalty: 3491.490723
	Iteration 48Q: 3 clusters Score -4812152 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4812236.500000 Penalty: 3491.490723
	Iteration 49Q: 3 clusters Score -4812236 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4812283.000000 Penalty: 3491.490723
	Iteration 50Q: 3 clusters Score -4812283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4812338.000000 Penalty: 3491.490723
	Iteration 51Q: 3 clusters Score -4812338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4812358.000000 Penalty: 3491.490723
	Iteration 52Q: 3 clusters Score -4812358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4812373.000000 Penalty: 3491.490723
	Iteration 53Q: 3 clusters Score -4812373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4812392.000000 Penalty: 3491.490723
	Iteration 54Q: 3 clusters Score -4812392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4812409.000000 Penalty: 3491.490723
	Iteration 55Q: 3 clusters Score -4812409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4812426.000000 Penalty: 3491.490723
	Iteration 56Q: 3 clusters Score -4812426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4812441.500000 Penalty: 3491.490723
	Iteration 57Q: 3 clusters Score -4812442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4812459.000000 Penalty: 3491.490723
	Iteration 58Q: 3 clusters Score -4812459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4812463.000000 Penalty: 3491.490723
	Iteration 59Q: 3 clusters Score -4812463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4812475.500000 Penalty: 3491.490723
	Iteration 60F: 3 clusters Score -4812476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4812480.000000 Penalty: 3491.490723
	Iteration 61Q: 3 clusters Score -4812480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4812487.000000 Penalty: 3491.490723
	Iteration 62Q: 3 clusters Score -4812487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4812494.500000 Penalty: 3491.490723
	Iteration 63Q: 3 clusters Score -4812494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4812498.500000 Penalty: 3491.490723
	Iteration 64Q: 3 clusters Score -4812498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4812497.500000 Penalty: 3491.490723
	Iteration 65Q: 3 clusters Score -4812498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4812501.500000 Penalty: 3491.490723
	Iteration 66Q: 3 clusters Score -4812502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4812503.500000 Penalty: 3491.490723
	Iteration 67Q: 3 clusters Score -4812504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4812500.000000 Penalty: 3491.490723
	Iteration 68Q: 3 clusters Score -4812500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4812506.000000 Penalty: 3491.490723
	Iteration 69Q: 3 clusters Score -4812506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4812502.000000 Penalty: 3491.490723
	Iteration 70Q: 3 clusters Score -4812502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4812502.000000 Penalty: 3491.490723
	Iteration 71F: 3 clusters Score -4812502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Entering Unmasked Estep 
Score: -3725909.000000 Penalty: 1705.386353
	Iteration 0F: 2 clusters Score -3725909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3701498.000000 Penalty: 3410.772705
	Iteration 0F: 3 clusters Score -3701498 nChanged 16884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3711258.250000 Penalty: 3410.772705
	Iteration 1F: 3 clusters Score -3711258 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3711938.000000 Penalty: 3410.772705
	Iteration 2Q: 3 clusters Score -3711938 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3713009.500000 Penalty: 3410.772705
	Iteration 3F: 3 clusters Score -3713010 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3714783.000000 Penalty: 3410.772705
	Iteration 4F: 3 clusters Score -3714783 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3717227.000000 Penalty: 3410.772705
	Iteration 5F: 3 clusters Score -3717227 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3719918.500000 Penalty: 3410.772705
	Iteration 6F: 3 clusters Score -3719918 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3722178.250000 Penalty: 3410.772705
	Iteration 7F: 3 clusters Score -3722178 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3723584.000000 Penalty: 3410.772705
	Iteration 8Q: 3 clusters Score -3723584 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3724262.500000 Penalty: 3410.772705
	Iteration 9Q: 3 clusters Score -3724262 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3724554.000000 Penalty: 3410.772705
	Iteration 10Q: 3 clusters Score -3724554 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3724665.000000 Penalty: 3410.772705
	Iteration 11Q: 3 clusters Score -3724665 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3724721.500000 Penalty: 3410.772705
	Iteration 12Q: 3 clusters Score -3724722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3724742.500000 Penalty: 3410.772705
	Iteration 13Q: 3 clusters Score -3724742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3724762.500000 Penalty: 3410.772705
	Iteration 14Q: 3 clusters Score -3724762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3724789.750000 Penalty: 3410.772705
	Iteration 15Q: 3 clusters Score -3724790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3724799.500000 Penalty: 3410.772705
	Iteration 16Q: 3 clusters Score -3724800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3724811.250000 Penalty: 3410.772705
	Iteration 17Q: 3 clusters Score -3724811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3724817.250000 Penalty: 3410.772705
	Iteration 18Q: 3 clusters Score -3724817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3724821.500000 Penalty: 3410.772705
	Iteration 19Q: 3 clusters Score -3724822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3724831.750000 Penalty: 3410.772705
	Iteration 20F: 3 clusters Score -3724832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3724843.500000 Penalty: 3410.772705
	Iteration 21Q: 3 clusters Score -3724844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3724842.000000 Penalty: 3410.772705
	Iteration 22Q: 3 clusters Score -3724842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3724838.500000 Penalty: 3410.772705
	Iteration 23Q: 3 clusters Score -3724838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3724847.000000 Penalty: 3410.772705
	Iteration 24Q: 3 clusters Score -3724847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3724854.750000 Penalty: 3410.772705
	Iteration 25Q: 3 clusters Score -3724855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3724854.750000 Penalty: 3410.772705
	Iteration 26Q: 3 clusters Score -3724855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3724855.250000 Penalty: 3410.772705
	Iteration 27Q: 3 clusters Score -3724855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3724855.750000 Penalty: 3410.772705
	Iteration 28Q: 3 clusters Score -3724856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3724859.250000 Penalty: 3410.772705
	Iteration 29Q: 3 clusters Score -3724859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3724859.250000 Penalty: 3410.772705
	Iteration 30Q: 3 clusters Score -3724859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3724861.000000 Penalty: 3410.772705
	Iteration 31Q: 3 clusters Score -3724861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3724861.000000 Penalty: 3410.772705
	Iteration 32F: 3 clusters Score -3724861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -630885.625000 Penalty: 1428.690552
	Iteration 0F: 2 clusters Score -630885.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -626025.500000 Penalty: 2857.381104
	Iteration 0F: 3 clusters Score -626025.5 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -627537.437500 Penalty: 2857.381104
	Iteration 1F: 3 clusters Score -627537.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -627880.625000 Penalty: 2857.381104
	Iteration 2F: 3 clusters Score -627880.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -628303.437500 Penalty: 2857.381104
	Iteration 3F: 3 clusters Score -628303.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -628973.250000 Penalty: 2857.381104
	Iteration 4F: 3 clusters Score -628973.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -629783.625000 Penalty: 2857.381104
	Iteration 5F: 3 clusters Score -629783.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -630483.312500 Penalty: 2857.381104
	Iteration 6F: 3 clusters Score -630483.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -630915.500000 Penalty: 2857.381104
	Iteration 7F: 3 clusters Score -630915.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -631103.812500 Penalty: 2857.381104
	Iteration 8Q: 3 clusters Score -631103.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -631178.187500 Penalty: 2857.381104
	Iteration 9Q: 3 clusters Score -631178.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -631211.187500 Penalty: 2857.381104
	Iteration 10Q: 3 clusters Score -631211.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -631224.875000 Penalty: 2857.381104
	Iteration 11Q: 3 clusters Score -631224.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -631232.375000 Penalty: 2857.381104
	Iteration 12Q: 3 clusters Score -631232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -631232.937500 Penalty: 2857.381104
	Iteration 13Q: 3 clusters Score -631232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -631233.812500 Penalty: 2857.381104
	Iteration 14Q: 3 clusters Score -631233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -631236.562500 Penalty: 2857.381104
	Iteration 15Q: 3 clusters Score -631236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -631238.062500 Penalty: 2857.381104
	Iteration 16Q: 3 clusters Score -631238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -631238.937500 Penalty: 2857.381104
	Iteration 17Q: 3 clusters Score -631238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -631239.187500 Penalty: 2857.381104
	Iteration 18Q: 3 clusters Score -631239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -631239.937500 Penalty: 2857.381104
	Iteration 19Q: 3 clusters Score -631239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -631247.312500 Penalty: 2857.381104
	Iteration 20F: 3 clusters Score -631247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -631261.125000 Penalty: 2857.381104
	Iteration 21Q: 3 clusters Score -631261.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -631269.187500 Penalty: 2857.381104
	Iteration 22Q: 3 clusters Score -631269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -631275.125000 Penalty: 2857.381104
	Iteration 23Q: 3 clusters Score -631275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -631278.312500 Penalty: 2857.381104
	Iteration 24Q: 3 clusters Score -631278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -631278.187500 Penalty: 2857.381104
	Iteration 25Q: 3 clusters Score -631278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -631279.500000 Penalty: 2857.381104
	Iteration 26Q: 3 clusters Score -631279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -631279.500000 Penalty: 2857.381104
	Iteration 27Q: 3 clusters Score -631279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -631280.750000 Penalty: 2857.381104
	Iteration 28Q: 3 clusters Score -631280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -631280.562500 Penalty: 2857.381104
	Iteration 29Q: 3 clusters Score -631280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -631280.687500 Penalty: 2857.381104
	Iteration 30Q: 3 clusters Score -631280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -631280.687500 Penalty: 2857.381104
	Iteration 31F: 3 clusters Score -631280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 75973 members 
Mstep: Class 3 contains 6057 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 317027 members 
Mstep: Class 6 contains 46307 members 
Mstep: Class 9 contains 36123 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 12 contains 50498 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 304096 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 23691 members 
Mstep: Class 18 contains 42198 members 
Mstep: Class 19 contains 27314 members 
Entering Unmasked Estep 
Score: -94136432.000000 Penalty: 33526.671875
Splitting cluster 10 changes total score from -94137216.000000 to -94136432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (50498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Entering Unmasked Estep 
Score: -5228153.500000 Penalty: 1759.824463
	Iteration 0F: 2 clusters Score -5228154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -5194474.500000 Penalty: 3519.648926
	Iteration 0F: 3 clusters Score -5194474 nChanged 23629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -5207846.500000 Penalty: 3519.648926
	Iteration 1F: 3 clusters Score -5207846 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -5208382.000000 Penalty: 3519.648926
	Iteration 2Q: 3 clusters Score -5208382 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -5209021.500000 Penalty: 3519.648926
	Iteration 3Q: 3 clusters Score -5209022 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -5209794.500000 Penalty: 3519.648926
	Iteration 4Q: 3 clusters Score -5209794 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -5210982.000000 Penalty: 3519.648926
	Iteration 5Q: 3 clusters Score -5210982 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -5212723.000000 Penalty: 3519.648926
	Iteration 6F: 3 clusters Score -5212723 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -5214840.000000 Penalty: 3519.648926
	Iteration 7F: 3 clusters Score -5214840 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -5217216.500000 Penalty: 3519.648926
	Iteration 8F: 3 clusters Score -5217216 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -5219222.000000 Penalty: 3519.648926
	Iteration 9F: 3 clusters Score -5219222 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -5220582.500000 Penalty: 3519.648926
	Iteration 10Q: 3 clusters Score -5220582 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5221434.000000 Penalty: 3519.648926
	Iteration 11Q: 3 clusters Score -5221434 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5222021.500000 Penalty: 3519.648926
	Iteration 12Q: 3 clusters Score -5222022 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -5222561.500000 Penalty: 3519.648926
	Iteration 13Q: 3 clusters Score -5222562 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5223164.500000 Penalty: 3519.648926
	Iteration 14Q: 3 clusters Score -5223164 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -5223807.000000 Penalty: 3519.648926
	Iteration 15Q: 3 clusters Score -5223807 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -5224358.500000 Penalty: 3519.648926
	Iteration 16Q: 3 clusters Score -5224358 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -5224946.500000 Penalty: 3519.648926
	Iteration 17Q: 3 clusters Score -5224946 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -5225376.000000 Penalty: 3519.648926
	Iteration 18Q: 3 clusters Score -5225376 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -5225706.000000 Penalty: 3519.648926
	Iteration 19Q: 3 clusters Score -5225706 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -5225998.500000 Penalty: 3519.648926
	Iteration 20F: 3 clusters Score -5225998 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -5226208.500000 Penalty: 3519.648926
	Iteration 21Q: 3 clusters Score -5226208 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -5226381.000000 Penalty: 3519.648926
	Iteration 22Q: 3 clusters Score -5226381 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -5226490.500000 Penalty: 3519.648926
	Iteration 23Q: 3 clusters Score -5226490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -5226549.000000 Penalty: 3519.648926
	Iteration 24Q: 3 clusters Score -5226549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -5226593.500000 Penalty: 3519.648926
	Iteration 25Q: 3 clusters Score -5226594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -5226621.000000 Penalty: 3519.648926
	Iteration 26Q: 3 clusters Score -5226621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -5226650.000000 Penalty: 3519.648926
	Iteration 27Q: 3 clusters Score -5226650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -5226667.500000 Penalty: 3519.648926
	Iteration 28Q: 3 clusters Score -5226668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -5226683.500000 Penalty: 3519.648926
	Iteration 29Q: 3 clusters Score -5226684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -5226699.000000 Penalty: 3519.648926
	Iteration 30Q: 3 clusters Score -5226699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -5226708.000000 Penalty: 3519.648926
	Iteration 31Q: 3 clusters Score -5226708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -5226718.500000 Penalty: 3519.648926
	Iteration 32Q: 3 clusters Score -5226718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -5226730.500000 Penalty: 3519.648926
	Iteration 33Q: 3 clusters Score -5226730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -5226725.500000 Penalty: 3519.648926
	Iteration 34Q: 3 clusters Score -5226726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -5226730.500000 Penalty: 3519.648926
	Iteration 35Q: 3 clusters Score -5226730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -5226732.500000 Penalty: 3519.648926
	Iteration 36Q: 3 clusters Score -5226732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -5226737.500000 Penalty: 3519.648926
	Iteration 37Q: 3 clusters Score -5226738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -5226747.000000 Penalty: 3519.648926
	Iteration 38Q: 3 clusters Score -5226747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -5226748.000000 Penalty: 3519.648926
	Iteration 39Q: 3 clusters Score -5226748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -5226747.500000 Penalty: 3519.648926
	Iteration 40F: 3 clusters Score -5226748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Entering Unmasked Estep 
Score: -472174.062500 Penalty: 1369.892700
	Iteration 0F: 2 clusters Score -472174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -468394.343750 Penalty: 2739.785400
	Iteration 0F: 3 clusters Score -468394.3 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -469465.718750 Penalty: 2739.785400
	Iteration 1F: 3 clusters Score -469465.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -469849.218750 Penalty: 2739.785400
	Iteration 2F: 3 clusters Score -469849.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -470358.437500 Penalty: 2739.785400
	Iteration 3F: 3 clusters Score -470358.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -470865.156250 Penalty: 2739.785400
	Iteration 4F: 3 clusters Score -470865.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -471302.312500 Penalty: 2739.785400
	Iteration 5F: 3 clusters Score -471302.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -471599.437500 Penalty: 2739.785400
	Iteration 6F: 3 clusters Score -471599.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -471726.281250 Penalty: 2739.785400
	Iteration 7Q: 3 clusters Score -471726.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -471794.687500 Penalty: 2739.785400
	Iteration 8Q: 3 clusters Score -471794.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -471831.875000 Penalty: 2739.785400
	Iteration 9Q: 3 clusters Score -471831.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -471856.156250 Penalty: 2739.785400
	Iteration 10Q: 3 clusters Score -471856.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -471871.437500 Penalty: 2739.785400
	Iteration 11Q: 3 clusters Score -471871.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -471878.406250 Penalty: 2739.785400
	Iteration 12Q: 3 clusters Score -471878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -471883.906250 Penalty: 2739.785400
	Iteration 13Q: 3 clusters Score -471883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -471885.125000 Penalty: 2739.785400
	Iteration 14Q: 3 clusters Score -471885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -471887.718750 Penalty: 2739.785400
	Iteration 15Q: 3 clusters Score -471887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -471887.593750 Penalty: 2739.785400
	Iteration 16Q: 3 clusters Score -471887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -471888.406250 Penalty: 2739.785400
	Iteration 17Q: 3 clusters Score -471888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -471889.593750 Penalty: 2739.785400
	Iteration 18Q: 3 clusters Score -471889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -471889.656250 Penalty: 2739.785400
	Iteration 19Q: 3 clusters Score -471889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -471890.312500 Penalty: 2739.785400
	Iteration 20F: 3 clusters Score -471890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -471890.843750 Penalty: 2739.785400
	Iteration 21Q: 3 clusters Score -471890.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -471890.843750 Penalty: 2739.785400
	Iteration 22F: 3 clusters Score -471890.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (304096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304096 members 
Entering Unmasked Estep 
Score: -30955642.000000 Penalty: 2051.578613
	Iteration 0F: 2 clusters Score -3.095564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151777 members 
Mstep: Class 2 contains 152319 members 
Entering Unmasked Estep 
Score: -30753502.000000 Penalty: 4103.157227
	Iteration 0F: 3 clusters Score -3.07535e+07 nChanged 148060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148119 members 
Mstep: Class 2 contains 155977 members 
Entering Unmasked Estep 
Score: -30841238.000000 Penalty: 4103.157227
	Iteration 1F: 3 clusters Score -3.084124e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145522 members 
Mstep: Class 2 contains 158574 members 
Entering Unmasked Estep 
Score: -30842608.000000 Penalty: 4103.157227
	Iteration 2Q: 3 clusters Score -3.084261e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141563 members 
Mstep: Class 2 contains 162533 members 
Entering Unmasked Estep 
Score: -30844998.000000 Penalty: 4103.157227
	Iteration 3Q: 3 clusters Score -3.0845e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135416 members 
Mstep: Class 2 contains 168680 members 
Entering Unmasked Estep 
Score: -30848944.000000 Penalty: 4103.157227
	Iteration 4Q: 3 clusters Score -3.084894e+07 nChanged 14980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125814 members 
Mstep: Class 2 contains 178282 members 
Entering Unmasked Estep 
Score: -30856362.000000 Penalty: 4103.157227
	Iteration 5Q: 3 clusters Score -3.085636e+07 nChanged 19607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111839 members 
Mstep: Class 2 contains 192257 members 
Entering Unmasked Estep 
Score: -30868854.000000 Penalty: 4103.157227
	Iteration 6F: 3 clusters Score -3.086885e+07 nChanged 23303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 209908 members 
Entering Unmasked Estep 
Score: -30887582.000000 Penalty: 4103.157227
	Iteration 7F: 3 clusters Score -3.088758e+07 nChanged 23322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76554 members 
Mstep: Class 2 contains 227542 members 
Entering Unmasked Estep 
Score: -30909624.000000 Penalty: 4103.157227
	Iteration 8F: 3 clusters Score -3.090962e+07 nChanged 18487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 239665 members 
Entering Unmasked Estep 
Score: -30925918.000000 Penalty: 4103.157227
	Iteration 9F: 3 clusters Score -3.092592e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 246296 members 
Entering Unmasked Estep 
Score: -30934254.000000 Penalty: 4103.157227
	Iteration 10Q: 3 clusters Score -3.093425e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 250515 members 
Entering Unmasked Estep 
Score: -30937830.000000 Penalty: 4103.157227
	Iteration 11Q: 3 clusters Score -3.093783e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 253912 members 
Entering Unmasked Estep 
Score: -30939922.000000 Penalty: 4103.157227
	Iteration 12Q: 3 clusters Score -3.093992e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 256839 members 
Entering Unmasked Estep 
Score: -30941510.000000 Penalty: 4103.157227
	Iteration 13Q: 3 clusters Score -3.094151e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 259483 members 
Entering Unmasked Estep 
Score: -30942630.000000 Penalty: 4103.157227
	Iteration 14Q: 3 clusters Score -3.094263e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 262027 members 
Entering Unmasked Estep 
Score: -30943756.000000 Penalty: 4103.157227
	Iteration 15Q: 3 clusters Score -3.094376e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 264406 members 
Entering Unmasked Estep 
Score: -30944784.000000 Penalty: 4103.157227
	Iteration 16Q: 3 clusters Score -3.094478e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 266669 members 
Entering Unmasked Estep 
Score: -30945648.000000 Penalty: 4103.157227
	Iteration 17Q: 3 clusters Score -3.094565e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 268795 members 
Entering Unmasked Estep 
Score: -30946448.000000 Penalty: 4103.157227
	Iteration 18Q: 3 clusters Score -3.094645e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 270674 members 
Entering Unmasked Estep 
Score: -30947120.000000 Penalty: 4103.157227
	Iteration 19Q: 3 clusters Score -3.094712e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 272407 members 
Entering Unmasked Estep 
Score: -30947806.000000 Penalty: 4103.157227
	Iteration 20F: 3 clusters Score -3.094781e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 274090 members 
Entering Unmasked Estep 
Score: -30948524.000000 Penalty: 4103.157227
	Iteration 21Q: 3 clusters Score -3.094852e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 275635 members 
Entering Unmasked Estep 
Score: -30949166.000000 Penalty: 4103.157227
	Iteration 22Q: 3 clusters Score -3.094917e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 277034 members 
Entering Unmasked Estep 
Score: -30949856.000000 Penalty: 4103.157227
	Iteration 23Q: 3 clusters Score -3.094986e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 278351 members 
Entering Unmasked Estep 
Score: -30950398.000000 Penalty: 4103.157227
	Iteration 24Q: 3 clusters Score -3.09504e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 279625 members 
Entering Unmasked Estep 
Score: -30950924.000000 Penalty: 4103.157227
	Iteration 25Q: 3 clusters Score -3.095092e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 280876 members 
Entering Unmasked Estep 
Score: -30951362.000000 Penalty: 4103.157227
	Iteration 26Q: 3 clusters Score -3.095136e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 282071 members 
Entering Unmasked Estep 
Score: -30951738.000000 Penalty: 4103.157227
	Iteration 27Q: 3 clusters Score -3.095174e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 283238 members 
Entering Unmasked Estep 
Score: -30952074.000000 Penalty: 4103.157227
	Iteration 28Q: 3 clusters Score -3.095207e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 284304 members 
Entering Unmasked Estep 
Score: -30952532.000000 Penalty: 4103.157227
	Iteration 29Q: 3 clusters Score -3.095253e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 285368 members 
Entering Unmasked Estep 
Score: -30952962.000000 Penalty: 4103.157227
	Iteration 30Q: 3 clusters Score -3.095296e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 286422 members 
Entering Unmasked Estep 
Score: -30953270.000000 Penalty: 4103.157227
	Iteration 31Q: 3 clusters Score -3.095327e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 287446 members 
Entering Unmasked Estep 
Score: -30953472.000000 Penalty: 4103.157227
	Iteration 32Q: 3 clusters Score -3.095347e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 288436 members 
Entering Unmasked Estep 
Score: -30953704.000000 Penalty: 4103.157227
	Iteration 33Q: 3 clusters Score -3.09537e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 289388 members 
Entering Unmasked Estep 
Score: -30953920.000000 Penalty: 4103.157227
	Iteration 34Q: 3 clusters Score -3.095392e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 290275 members 
Entering Unmasked Estep 
Score: -30954126.000000 Penalty: 4103.157227
	Iteration 35Q: 3 clusters Score -3.095413e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 291142 members 
Entering Unmasked Estep 
Score: -30954354.000000 Penalty: 4103.157227
	Iteration 36Q: 3 clusters Score -3.095435e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 291966 members 
Entering Unmasked Estep 
Score: -30954586.000000 Penalty: 4103.157227
	Iteration 37Q: 3 clusters Score -3.095459e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 292755 members 
Entering Unmasked Estep 
Score: -30954814.000000 Penalty: 4103.157227
	Iteration 38Q: 3 clusters Score -3.095481e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 293487 members 
Entering Unmasked Estep 
Score: -30954852.000000 Penalty: 4103.157227
	Iteration 39Q: 3 clusters Score -3.095485e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 294121 members 
Entering Unmasked Estep 
Score: -30955138.000000 Penalty: 4103.157227
	Iteration 40F: 3 clusters Score -3.095514e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 294729 members 
Entering Unmasked Estep 
Score: -30955300.000000 Penalty: 4103.157227
	Iteration 41Q: 3 clusters Score -3.09553e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 295271 members 
Entering Unmasked Estep 
Score: -30955284.000000 Penalty: 4103.157227
	Iteration 42Q: 3 clusters Score -3.095528e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 295758 members 
Entering Unmasked Estep 
Score: -30955408.000000 Penalty: 4103.157227
	Iteration 43Q: 3 clusters Score -3.095541e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 296212 members 
Entering Unmasked Estep 
Score: -30955510.000000 Penalty: 4103.157227
	Iteration 44Q: 3 clusters Score -3.095551e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 296639 members 
Entering Unmasked Estep 
Score: -30955646.000000 Penalty: 4103.157227
	Iteration 45Q: 3 clusters Score -3.095565e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 297047 members 
Entering Unmasked Estep 
Score: -30955600.000000 Penalty: 4103.157227
	Iteration 46Q: 3 clusters Score -3.09556e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 297421 members 
Entering Unmasked Estep 
Score: -30955512.000000 Penalty: 4103.157227
	Iteration 47Q: 3 clusters Score -3.095551e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 297787 members 
Entering Unmasked Estep 
Score: -30955542.000000 Penalty: 4103.157227
	Iteration 48Q: 3 clusters Score -3.095554e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 298103 members 
Entering Unmasked Estep 
Score: -30955572.000000 Penalty: 4103.157227
	Iteration 49Q: 3 clusters Score -3.095557e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 298377 members 
Entering Unmasked Estep 
Score: -30955580.000000 Penalty: 4103.157227
	Iteration 50Q: 3 clusters Score -3.095558e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 298620 members 
Entering Unmasked Estep 
Score: -30955660.000000 Penalty: 4103.157227
	Iteration 51Q: 3 clusters Score -3.095566e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 298835 members 
Entering Unmasked Estep 
Score: -30955654.000000 Penalty: 4103.157227
	Iteration 52Q: 3 clusters Score -3.095565e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 299014 members 
Entering Unmasked Estep 
Score: -30955638.000000 Penalty: 4103.157227
	Iteration 53Q: 3 clusters Score -3.095564e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 299171 members 
Entering Unmasked Estep 
Score: -30955684.000000 Penalty: 4103.157227
	Iteration 54Q: 3 clusters Score -3.095568e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 299307 members 
Entering Unmasked Estep 
Score: -30955650.000000 Penalty: 4103.157227
	Iteration 55Q: 3 clusters Score -3.095565e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 299429 members 
Entering Unmasked Estep 
Score: -30955586.000000 Penalty: 4103.157227
	Iteration 56Q: 3 clusters Score -3.095559e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 299552 members 
Entering Unmasked Estep 
Score: -30955596.000000 Penalty: 4103.157227
	Iteration 57Q: 3 clusters Score -3.09556e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 299653 members 
Entering Unmasked Estep 
Score: -30955646.000000 Penalty: 4103.157227
	Iteration 58Q: 3 clusters Score -3.095565e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 299767 members 
Entering Unmasked Estep 
Score: -30955632.000000 Penalty: 4103.157227
	Iteration 59Q: 3 clusters Score -3.095563e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 299879 members 
Entering Unmasked Estep 
Score: -30955608.000000 Penalty: 4103.157227
	Iteration 60F: 3 clusters Score -3.095561e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 299989 members 
Entering Unmasked Estep 
Score: -30955630.000000 Penalty: 4103.157227
	Iteration 61Q: 3 clusters Score -3.095563e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 300084 members 
Entering Unmasked Estep 
Score: -30955660.000000 Penalty: 4103.157227
	Iteration 62Q: 3 clusters Score -3.095566e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 300157 members 
Entering Unmasked Estep 
Score: -30955632.000000 Penalty: 4103.157227
	Iteration 63Q: 3 clusters Score -3.095563e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 300227 members 
Entering Unmasked Estep 
Score: -30955598.000000 Penalty: 4103.157227
	Iteration 64Q: 3 clusters Score -3.09556e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 300299 members 
Entering Unmasked Estep 
Score: -30955580.000000 Penalty: 4103.157227
	Iteration 65Q: 3 clusters Score -3.095558e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 300360 members 
Entering Unmasked Estep 
Score: -30955580.000000 Penalty: 4103.157227
	Iteration 66Q: 3 clusters Score -3.095558e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 300427 members 
Entering Unmasked Estep 
Score: -30955554.000000 Penalty: 4103.157227
	Iteration 67Q: 3 clusters Score -3.095555e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 300475 members 
Entering Unmasked Estep 
Score: -30955568.000000 Penalty: 4103.157227
	Iteration 68Q: 3 clusters Score -3.095557e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 300509 members 
Entering Unmasked Estep 
Score: -30955528.000000 Penalty: 4103.157227
	Iteration 69Q: 3 clusters Score -3.095553e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 300537 members 
Entering Unmasked Estep 
Score: -30955528.000000 Penalty: 4103.157227
	Iteration 70Q: 3 clusters Score -3.095553e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 300567 members 
Entering Unmasked Estep 
Score: -30955532.000000 Penalty: 4103.157227
	Iteration 71Q: 3 clusters Score -3.095553e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 300591 members 
Entering Unmasked Estep 
Score: -30955554.000000 Penalty: 4103.157227
	Iteration 72Q: 3 clusters Score -3.095555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 300615 members 
Entering Unmasked Estep 
Score: -30955506.000000 Penalty: 4103.157227
	Iteration 73Q: 3 clusters Score -3.095551e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 300643 members 
Entering Unmasked Estep 
Score: -30955538.000000 Penalty: 4103.157227
	Iteration 74Q: 3 clusters Score -3.095554e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 300677 members 
Entering Unmasked Estep 
Score: -30955524.000000 Penalty: 4103.157227
	Iteration 75Q: 3 clusters Score -3.095552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 300700 members 
Entering Unmasked Estep 
Score: -30955506.000000 Penalty: 4103.157227
	Iteration 76Q: 3 clusters Score -3.095551e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 300722 members 
Entering Unmasked Estep 
Score: -30955508.000000 Penalty: 4103.157227
	Iteration 77Q: 3 clusters Score -3.095551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 300742 members 
Entering Unmasked Estep 
Score: -30955508.000000 Penalty: 4103.157227
	Iteration 78Q: 3 clusters Score -3.095551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 300756 members 
Entering Unmasked Estep 
Score: -30955494.000000 Penalty: 4103.157227
	Iteration 79Q: 3 clusters Score -3.095549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 300764 members 
Entering Unmasked Estep 
Score: -30955514.000000 Penalty: 4103.157227
	Iteration 80F: 3 clusters Score -3.095551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 300775 members 
Entering Unmasked Estep 
Score: -30955506.000000 Penalty: 4103.157227
	Iteration 81Q: 3 clusters Score -3.095551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 300782 members 
Entering Unmasked Estep 
Score: -30955490.000000 Penalty: 4103.157227
	Iteration 82Q: 3 clusters Score -3.095549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 300788 members 
Entering Unmasked Estep 
Score: -30955478.000000 Penalty: 4103.157227
	Iteration 83Q: 3 clusters Score -3.095548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 300799 members 
Entering Unmasked Estep 
Score: -30955496.000000 Penalty: 4103.157227
	Iteration 84Q: 3 clusters Score -3.09555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 300807 members 
Entering Unmasked Estep 
Score: -30955504.000000 Penalty: 4103.157227
	Iteration 85Q: 3 clusters Score -3.09555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 300813 members 
Entering Unmasked Estep 
Score: -30955506.000000 Penalty: 4103.157227
	Iteration 86Q: 3 clusters Score -3.095551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 300818 members 
Entering Unmasked Estep 
Score: -30955502.000000 Penalty: 4103.157227
	Iteration 87Q: 3 clusters Score -3.09555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 300825 members 
Entering Unmasked Estep 
Score: -30955502.000000 Penalty: 4103.157227
	Iteration 88Q: 3 clusters Score -3.09555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 300832 members 
Entering Unmasked Estep 
Score: -30955490.000000 Penalty: 4103.157227
	Iteration 89Q: 3 clusters Score -3.095549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 300834 members 
Entering Unmasked Estep 
Score: -30955504.000000 Penalty: 4103.157227
	Iteration 90Q: 3 clusters Score -3.09555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 300837 members 
Entering Unmasked Estep 
Score: -30955492.000000 Penalty: 4103.157227
	Iteration 91Q: 3 clusters Score -3.095549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 300840 members 
Entering Unmasked Estep 
Score: -30955494.000000 Penalty: 4103.157227
	Iteration 92Q: 3 clusters Score -3.095549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 300841 members 
Entering Unmasked Estep 
Score: -30955496.000000 Penalty: 4103.157227
	Iteration 93Q: 3 clusters Score -3.09555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 300841 members 
Entering Unmasked Estep 
Score: -30955496.000000 Penalty: 4103.157227
	Iteration 94F: 3 clusters Score -3.09555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -267466.250000 Penalty: 1290.749390
	Iteration 0F: 2 clusters Score -267466.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -264954.812500 Penalty: 2581.498779
	Iteration 0F: 3 clusters Score -264954.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -265765.093750 Penalty: 2581.498779
	Iteration 1F: 3 clusters Score -265765.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -266013.500000 Penalty: 2581.498779
	Iteration 2F: 3 clusters Score -266013.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -266265.500000 Penalty: 2581.498779
	Iteration 3F: 3 clusters Score -266265.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -266501.375000 Penalty: 2581.498779
	Iteration 4F: 3 clusters Score -266501.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -266731.375000 Penalty: 2581.498779
	Iteration 5F: 3 clusters Score -266731.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -266891.531250 Penalty: 2581.498779
	Iteration 6F: 3 clusters Score -266891.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -266993.656250 Penalty: 2581.498779
	Iteration 7Q: 3 clusters Score -266993.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -267060.000000 Penalty: 2581.498779
	Iteration 8Q: 3 clusters Score -267060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -267103.468750 Penalty: 2581.498779
	Iteration 9Q: 3 clusters Score -267103.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -267134.875000 Penalty: 2581.498779
	Iteration 10Q: 3 clusters Score -267134.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -267162.406250 Penalty: 2581.498779
	Iteration 11Q: 3 clusters Score -267162.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -267194.937500 Penalty: 2581.498779
	Iteration 12Q: 3 clusters Score -267194.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -267220.937500 Penalty: 2581.498779
	Iteration 13Q: 3 clusters Score -267220.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -267236.750000 Penalty: 2581.498779
	Iteration 14Q: 3 clusters Score -267236.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -267250.125000 Penalty: 2581.498779
	Iteration 15Q: 3 clusters Score -267250.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -267259.937500 Penalty: 2581.498779
	Iteration 16Q: 3 clusters Score -267259.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -267266.937500 Penalty: 2581.498779
	Iteration 17Q: 3 clusters Score -267266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -267274.281250 Penalty: 2581.498779
	Iteration 18Q: 3 clusters Score -267274.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -267279.531250 Penalty: 2581.498779
	Iteration 19Q: 3 clusters Score -267279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -267283.187500 Penalty: 2581.498779
	Iteration 20F: 3 clusters Score -267283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -267287.562500 Penalty: 2581.498779
	Iteration 21Q: 3 clusters Score -267287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -267291.468750 Penalty: 2581.498779
	Iteration 22Q: 3 clusters Score -267291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -267293.468750 Penalty: 2581.498779
	Iteration 23Q: 3 clusters Score -267293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -267294.500000 Penalty: 2581.498779
	Iteration 24Q: 3 clusters Score -267294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -267296.000000 Penalty: 2581.498779
	Iteration 25Q: 3 clusters Score -267296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -267296.000000 Penalty: 2581.498779
	Iteration 26F: 3 clusters Score -267296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Entering Unmasked Estep 
Score: -2447110.500000 Penalty: 1636.838135
	Iteration 0F: 2 clusters Score -2447110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2430965.750000 Penalty: 3273.676270
	Iteration 0F: 3 clusters Score -2430966 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2437027.250000 Penalty: 3273.676270
	Iteration 1F: 3 clusters Score -2437027 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2437319.250000 Penalty: 3273.676270
	Iteration 2Q: 3 clusters Score -2437319 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2437627.250000 Penalty: 3273.676270
	Iteration 3Q: 3 clusters Score -2437627 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2437980.250000 Penalty: 3273.676270
	Iteration 4Q: 3 clusters Score -2437980 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2438467.250000 Penalty: 3273.676270
	Iteration 5Q: 3 clusters Score -2438467 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2439099.000000 Penalty: 3273.676270
	Iteration 6Q: 3 clusters Score -2439099 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2439873.500000 Penalty: 3273.676270
	Iteration 7F: 3 clusters Score -2439874 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2440627.750000 Penalty: 3273.676270
	Iteration 8F: 3 clusters Score -2440628 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2441452.750000 Penalty: 3273.676270
	Iteration 9F: 3 clusters Score -2441453 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2442170.000000 Penalty: 3273.676270
	Iteration 10F: 3 clusters Score -2442170 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2442674.000000 Penalty: 3273.676270
	Iteration 11Q: 3 clusters Score -2442674 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2442968.000000 Penalty: 3273.676270
	Iteration 12Q: 3 clusters Score -2442968 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2443150.500000 Penalty: 3273.676270
	Iteration 13Q: 3 clusters Score -2443150 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2443289.750000 Penalty: 3273.676270
	Iteration 14Q: 3 clusters Score -2443290 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2443401.250000 Penalty: 3273.676270
	Iteration 15Q: 3 clusters Score -2443401 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2443492.500000 Penalty: 3273.676270
	Iteration 16Q: 3 clusters Score -2443492 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2443589.750000 Penalty: 3273.676270
	Iteration 17Q: 3 clusters Score -2443590 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2443672.500000 Penalty: 3273.676270
	Iteration 18Q: 3 clusters Score -2443672 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2443732.750000 Penalty: 3273.676270
	Iteration 19Q: 3 clusters Score -2443733 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2443795.250000 Penalty: 3273.676270
	Iteration 20F: 3 clusters Score -2443795 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2443829.000000 Penalty: 3273.676270
	Iteration 21Q: 3 clusters Score -2443829 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2443845.000000 Penalty: 3273.676270
	Iteration 22Q: 3 clusters Score -2443845 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2443859.250000 Penalty: 3273.676270
	Iteration 23Q: 3 clusters Score -2443859 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2443887.250000 Penalty: 3273.676270
	Iteration 24Q: 3 clusters Score -2443887 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2443903.000000 Penalty: 3273.676270
	Iteration 25Q: 3 clusters Score -2443903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2443916.250000 Penalty: 3273.676270
	Iteration 26Q: 3 clusters Score -2443916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2443922.000000 Penalty: 3273.676270
	Iteration 27Q: 3 clusters Score -2443922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2443933.750000 Penalty: 3273.676270
	Iteration 28Q: 3 clusters Score -2443934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2443942.500000 Penalty: 3273.676270
	Iteration 29Q: 3 clusters Score -2443942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2443949.500000 Penalty: 3273.676270
	Iteration 30Q: 3 clusters Score -2443950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2443960.000000 Penalty: 3273.676270
	Iteration 31Q: 3 clusters Score -2443960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2443955.750000 Penalty: 3273.676270
	Iteration 32Q: 3 clusters Score -2443956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2443954.750000 Penalty: 3273.676270
	Iteration 33Q: 3 clusters Score -2443955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2443963.000000 Penalty: 3273.676270
	Iteration 34Q: 3 clusters Score -2443963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2443971.750000 Penalty: 3273.676270
	Iteration 35Q: 3 clusters Score -2443972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2443980.500000 Penalty: 3273.676270
	Iteration 36Q: 3 clusters Score -2443980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2443984.750000 Penalty: 3273.676270
	Iteration 37Q: 3 clusters Score -2443985 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2443980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2443987.500000 Penalty: 3273.676270
	Iteration 39Q: 3 clusters Score -2443988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2443989.000000 Penalty: 3273.676270
	Iteration 40F: 3 clusters Score -2443989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2443991.500000 Penalty: 3273.676270
	Iteration 41Q: 3 clusters Score -2443992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2443997.250000 Penalty: 3273.676270
	Iteration 42Q: 3 clusters Score -2443997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2443995.000000 Penalty: 3273.676270
	Iteration 43Q: 3 clusters Score -2443995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2443993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2443997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2443996.750000 Penalty: 3273.676270
	Iteration 46Q: 3 clusters Score -2443997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2443988.250000 Penalty: 3273.676270
	Iteration 47Q: 3 clusters Score -2443988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2443993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2443994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2443996.250000 Penalty: 3273.676270
	Iteration 50Q: 3 clusters Score -2443996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2444002.000000 Penalty: 3273.676270
	Iteration 51Q: 3 clusters Score -2444002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2444009.000000 Penalty: 3273.676270
	Iteration 52Q: 3 clusters Score -2444009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2444003.000000 Penalty: 3273.676270
	Iteration 53Q: 3 clusters Score -2444003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2444012.750000 Penalty: 3273.676270
	Iteration 54Q: 3 clusters Score -2444013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2444014.000000 Penalty: 3273.676270
	Iteration 55Q: 3 clusters Score -2444014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2444017.750000 Penalty: 3273.676270
	Iteration 56Q: 3 clusters Score -2444018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2444017.750000 Penalty: 3273.676270
	Iteration 57Q: 3 clusters Score -2444018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2444015.250000 Penalty: 3273.676270
	Iteration 58Q: 3 clusters Score -2444015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2444017.250000 Penalty: 3273.676270
	Iteration 59Q: 3 clusters Score -2444017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2444019.000000 Penalty: 3273.676270
	Iteration 60F: 3 clusters Score -2444019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2444015.500000 Penalty: 3273.676270
	Iteration 61Q: 3 clusters Score -2444016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2444015.500000 Penalty: 3273.676270
	Iteration 62Q: 3 clusters Score -2444016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2444021.250000 Penalty: 3273.676270
	Iteration 63Q: 3 clusters Score -2444021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2444023.750000 Penalty: 3273.676270
	Iteration 64Q: 3 clusters Score -2444024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2444027.750000 Penalty: 3273.676270
	Iteration 65Q: 3 clusters Score -2444028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2444031.500000 Penalty: 3273.676270
	Iteration 66Q: 3 clusters Score -2444032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2444035.500000 Penalty: 3273.676270
	Iteration 67Q: 3 clusters Score -2444036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2444035.500000 Penalty: 3273.676270
	Iteration 68Q: 3 clusters Score -2444036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2444038.000000 Penalty: 3273.676270
	Iteration 69Q: 3 clusters Score -2444038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2444035.000000 Penalty: 3273.676270
	Iteration 70Q: 3 clusters Score -2444035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2444042.750000 Penalty: 3273.676270
	Iteration 71Q: 3 clusters Score -2444043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2444047.000000 Penalty: 3273.676270
	Iteration 72Q: 3 clusters Score -2444047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2444046.750000 Penalty: 3273.676270
	Iteration 73Q: 3 clusters Score -2444047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2444050.250000 Penalty: 3273.676270
	Iteration 74Q: 3 clusters Score -2444050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2444056.250000 Penalty: 3273.676270
	Iteration 75Q: 3 clusters Score -2444056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2444063.250000 Penalty: 3273.676270
	Iteration 76Q: 3 clusters Score -2444063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2444066.500000 Penalty: 3273.676270
	Iteration 77Q: 3 clusters Score -2444066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2444073.500000 Penalty: 3273.676270
	Iteration 78Q: 3 clusters Score -2444074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2444078.500000 Penalty: 3273.676270
	Iteration 79Q: 3 clusters Score -2444078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2444077.500000 Penalty: 3273.676270
	Iteration 80F: 3 clusters Score -2444078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2444077.500000 Penalty: 3273.676270
	Iteration 81Q: 3 clusters Score -2444078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2444077.750000 Penalty: 3273.676270
	Iteration 82Q: 3 clusters Score -2444078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2444082.500000 Penalty: 3273.676270
	Iteration 83Q: 3 clusters Score -2444082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2444085.250000 Penalty: 3273.676270
	Iteration 84Q: 3 clusters Score -2444085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2444093.500000 Penalty: 3273.676270
	Iteration 85Q: 3 clusters Score -2444094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2444092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2444095.500000 Penalty: 3273.676270
	Iteration 87Q: 3 clusters Score -2444096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2444096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2444088.500000 Penalty: 3273.676270
	Iteration 89Q: 3 clusters Score -2444088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2444091 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2444092 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 13194 members 
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	Iteration 92Q: 3 clusters Score -2444094 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2444097 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2444104 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2444099 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2444103 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2444108 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2444107 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2444106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2444107 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2444111.000000 Penalty: 3273.676270
	Iteration 101Q: 3 clusters Score -2444111 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2444111 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2444110 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2444114.250000 Penalty: 3273.676270
	Iteration 104Q: 3 clusters Score -2444114 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2444118 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2444123.500000 Penalty: 3273.676270
	Iteration 106Q: 3 clusters Score -2444124 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2444124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2444130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2444133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2444130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2444136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2444140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2444152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2444152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2444158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2444162 nChanged 81
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Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2444176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2444186 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2444207 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2444218 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2444236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2444244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2444264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2444272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2444282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2444306 nChanged 115
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Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2444317 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2444338 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2444363 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2444396 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2444418 nChanged 157
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Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2444443 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2444471 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2444488 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2444507 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2444536 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2444569 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2444596 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2444630 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2444660 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2444686 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2444704 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2444741 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2444776 nChanged 159
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Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2444800 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2444826 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2444855 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2444878 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2444900 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2444922.500000 Penalty: 3273.676270
	Iteration 150Q: 3 clusters Score -2444922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2444944 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2444962 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2444981 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2445000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2445015.250000 Penalty: 3273.676270
	Iteration 155Q: 3 clusters Score -2445015 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2445029 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2445038 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2445052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2445069 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2445086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2445114 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2445140 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2445166 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 20003 members 
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	Iteration 164Q: 3 clusters Score -2445202 nChanged 125
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Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2445228 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2445260 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2445296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2445325 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2445359 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2445385 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2445393.750000 Penalty: 3273.676270
	Iteration 171Q: 3 clusters Score -2445394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2445404 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2445422 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2445434 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2445451 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2445465 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2445478 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2445484 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2445502 nChanged 51
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Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2445504 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2445518 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2445527 nChanged 48
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Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2445546 nChanged 44
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Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2445554 nChanged 47
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Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2445563 nChanged 49
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Mstep: Class 1 contains 2093 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2445566 nChanged 43
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Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2445581 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2445594 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2445604 nChanged 48
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Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2445617 nChanged 46
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Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2445629 nChanged 44
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Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2445639 nChanged 41
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Mstep: Class 1 contains 1776 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2445652 nChanged 46
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Mstep: Class 1 contains 1730 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2445665 nChanged 32
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Mstep: Class 1 contains 1698 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2445669 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2445678 nChanged 31
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Mstep: Class 1 contains 1638 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2445684 nChanged 28
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Mstep: Class 1 contains 1610 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2445684 nChanged 16
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Mstep: Class 1 contains 1594 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2445687 nChanged 20
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Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2445694 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2445703.000000 Penalty: 3273.676270
	Iteration 201Q: 3 clusters Score -2445703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2445704.750000 Penalty: 3273.676270
	Iteration 202Q: 3 clusters Score -2445705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2445708.750000 Penalty: 3273.676270
	Iteration 203Q: 3 clusters Score -2445709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2445711.000000 Penalty: 3273.676270
	Iteration 204Q: 3 clusters Score -2445711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2445716.250000 Penalty: 3273.676270
	Iteration 205Q: 3 clusters Score -2445716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2445719.750000 Penalty: 3273.676270
	Iteration 206Q: 3 clusters Score -2445720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2445719.500000 Penalty: 3273.676270
	Iteration 207Q: 3 clusters Score -2445720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2445719.500000 Penalty: 3273.676270
	Iteration 208Q: 3 clusters Score -2445720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2445721.500000 Penalty: 3273.676270
	Iteration 209Q: 3 clusters Score -2445722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2445724.000000 Penalty: 3273.676270
	Iteration 210Q: 3 clusters Score -2445724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2445729.250000 Penalty: 3273.676270
	Iteration 211Q: 3 clusters Score -2445729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2445731.750000 Penalty: 3273.676270
	Iteration 212Q: 3 clusters Score -2445732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2445737.750000 Penalty: 3273.676270
	Iteration 213Q: 3 clusters Score -2445738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2445736.500000 Penalty: 3273.676270
	Iteration 214Q: 3 clusters Score -2445736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2445735.000000 Penalty: 3273.676270
	Iteration 215Q: 3 clusters Score -2445735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2445739.500000 Penalty: 3273.676270
	Iteration 216Q: 3 clusters Score -2445740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2445750.500000 Penalty: 3273.676270
	Iteration 217Q: 3 clusters Score -2445750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2445746.500000 Penalty: 3273.676270
	Iteration 218Q: 3 clusters Score -2445746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2445750.250000 Penalty: 3273.676270
	Iteration 219Q: 3 clusters Score -2445750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2445752.750000 Penalty: 3273.676270
	Iteration 220F: 3 clusters Score -2445753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2445752.500000 Penalty: 3273.676270
	Iteration 221Q: 3 clusters Score -2445752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2445754.750000 Penalty: 3273.676270
	Iteration 222Q: 3 clusters Score -2445755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2445756.500000 Penalty: 3273.676270
	Iteration 223Q: 3 clusters Score -2445756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2445755.250000 Penalty: 3273.676270
	Iteration 224Q: 3 clusters Score -2445755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2445754.750000 Penalty: 3273.676270
	Iteration 225Q: 3 clusters Score -2445755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2445759.250000 Penalty: 3273.676270
	Iteration 226Q: 3 clusters Score -2445759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2445764.000000 Penalty: 3273.676270
	Iteration 227Q: 3 clusters Score -2445764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2445765.250000 Penalty: 3273.676270
	Iteration 228Q: 3 clusters Score -2445765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2445763.000000 Penalty: 3273.676270
	Iteration 229Q: 3 clusters Score -2445763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2445765.250000 Penalty: 3273.676270
	Iteration 230Q: 3 clusters Score -2445765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2445764.750000 Penalty: 3273.676270
	Iteration 231Q: 3 clusters Score -2445765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2445770.000000 Penalty: 3273.676270
	Iteration 232Q: 3 clusters Score -2445770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2445770.000000 Penalty: 3273.676270
	Iteration 233Q: 3 clusters Score -2445770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2445766.500000 Penalty: 3273.676270
	Iteration 234Q: 3 clusters Score -2445766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2445771.750000 Penalty: 3273.676270
	Iteration 235Q: 3 clusters Score -2445772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2445776.500000 Penalty: 3273.676270
	Iteration 236Q: 3 clusters Score -2445776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2445775.500000 Penalty: 3273.676270
	Iteration 237Q: 3 clusters Score -2445776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2445770.750000 Penalty: 3273.676270
	Iteration 238Q: 3 clusters Score -2445771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2445769.500000 Penalty: 3273.676270
	Iteration 239Q: 3 clusters Score -2445770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2445772.500000 Penalty: 3273.676270
	Iteration 240F: 3 clusters Score -2445772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2445776.000000 Penalty: 3273.676270
	Iteration 241Q: 3 clusters Score -2445776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2445785.500000 Penalty: 3273.676270
	Iteration 242Q: 3 clusters Score -2445786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2445787.000000 Penalty: 3273.676270
	Iteration 243Q: 3 clusters Score -2445787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2445787.750000 Penalty: 3273.676270
	Iteration 244Q: 3 clusters Score -2445788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2445784.250000 Penalty: 3273.676270
	Iteration 245Q: 3 clusters Score -2445784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2445786.000000 Penalty: 3273.676270
	Iteration 246Q: 3 clusters Score -2445786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2445784.250000 Penalty: 3273.676270
	Iteration 247Q: 3 clusters Score -2445784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2445789.750000 Penalty: 3273.676270
	Iteration 248Q: 3 clusters Score -2445790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2445793.000000 Penalty: 3273.676270
	Iteration 249Q: 3 clusters Score -2445793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2445797.250000 Penalty: 3273.676270
	Iteration 250Q: 3 clusters Score -2445797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2445796.500000 Penalty: 3273.676270
	Iteration 251Q: 3 clusters Score -2445796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2445794.000000 Penalty: 3273.676270
	Iteration 252Q: 3 clusters Score -2445794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2445798.250000 Penalty: 3273.676270
	Iteration 253Q: 3 clusters Score -2445798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2445797.000000 Penalty: 3273.676270
	Iteration 254Q: 3 clusters Score -2445797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2445796.250000 Penalty: 3273.676270
	Iteration 255Q: 3 clusters Score -2445796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2445796.250000 Penalty: 3273.676270
	Iteration 256F: 3 clusters Score -2445796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Entering Unmasked Estep 
Score: -4360636.500000 Penalty: 1730.645874
	Iteration 0F: 2 clusters Score -4360636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4332338.500000 Penalty: 3461.291748
	Iteration 0F: 3 clusters Score -4332338 nChanged 19601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4343153.500000 Penalty: 3461.291748
	Iteration 1F: 3 clusters Score -4343154 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -4343640.000000 Penalty: 3461.291748
	Iteration 2Q: 3 clusters Score -4343640 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -4344317.500000 Penalty: 3461.291748
	Iteration 3Q: 3 clusters Score -4344318 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -4345175.500000 Penalty: 3461.291748
	Iteration 4Q: 3 clusters Score -4345176 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -4346545.000000 Penalty: 3461.291748
	Iteration 5F: 3 clusters Score -4346545 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4348574.500000 Penalty: 3461.291748
	Iteration 6F: 3 clusters Score -4348574 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4351077.500000 Penalty: 3461.291748
	Iteration 7F: 3 clusters Score -4351078 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4353644.000000 Penalty: 3461.291748
	Iteration 8F: 3 clusters Score -4353644 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -4355914.500000 Penalty: 3461.291748
	Iteration 9F: 3 clusters Score -4355914 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -4357433.500000 Penalty: 3461.291748
	Iteration 10Q: 3 clusters Score -4357434 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -4358260.000000 Penalty: 3461.291748
	Iteration 11Q: 3 clusters Score -4358260 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -4358615.000000 Penalty: 3461.291748
	Iteration 12Q: 3 clusters Score -4358615 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -4358812.000000 Penalty: 3461.291748
	Iteration 13Q: 3 clusters Score -4358812 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -4358925.000000 Penalty: 3461.291748
	Iteration 14Q: 3 clusters Score -4358925 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -4358993.500000 Penalty: 3461.291748
	Iteration 15Q: 3 clusters Score -4358994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -4359046.000000 Penalty: 3461.291748
	Iteration 16Q: 3 clusters Score -4359046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -4359094.000000 Penalty: 3461.291748
	Iteration 17Q: 3 clusters Score -4359094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -4359132.500000 Penalty: 3461.291748
	Iteration 18Q: 3 clusters Score -4359132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -4359150.500000 Penalty: 3461.291748
	Iteration 19Q: 3 clusters Score -4359150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -4359162.500000 Penalty: 3461.291748
	Iteration 20F: 3 clusters Score -4359162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -4359180.000000 Penalty: 3461.291748
	Iteration 21Q: 3 clusters Score -4359180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -4359188.000000 Penalty: 3461.291748
	Iteration 22Q: 3 clusters Score -4359188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -4359193.000000 Penalty: 3461.291748
	Iteration 23Q: 3 clusters Score -4359193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -4359199.000000 Penalty: 3461.291748
	Iteration 24Q: 3 clusters Score -4359199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -4359206.500000 Penalty: 3461.291748
	Iteration 25Q: 3 clusters Score -4359206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -4359207.000000 Penalty: 3461.291748
	Iteration 26Q: 3 clusters Score -4359207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -4359211.000000 Penalty: 3461.291748
	Iteration 27Q: 3 clusters Score -4359211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -4359209.000000 Penalty: 3461.291748
	Iteration 28Q: 3 clusters Score -4359209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -4359215.000000 Penalty: 3461.291748
	Iteration 29Q: 3 clusters Score -4359215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -4359217.500000 Penalty: 3461.291748
	Iteration 30Q: 3 clusters Score -4359218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -4359218.500000 Penalty: 3461.291748
	Iteration 31Q: 3 clusters Score -4359218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -4359223.000000 Penalty: 3461.291748
	Iteration 32Q: 3 clusters Score -4359223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -4359230.000000 Penalty: 3461.291748
	Iteration 33Q: 3 clusters Score -4359230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -4359232.000000 Penalty: 3461.291748
	Iteration 34Q: 3 clusters Score -4359232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -4359232.000000 Penalty: 3461.291748
	Iteration 35F: 3 clusters Score -4359232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Entering Unmasked Estep 
Score: -2823206.250000 Penalty: 1659.962646
	Iteration 0F: 2 clusters Score -2823206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2804767.250000 Penalty: 3319.925293
	Iteration 0F: 3 clusters Score -2804767 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2811591.500000 Penalty: 3319.925293
	Iteration 1F: 3 clusters Score -2811592 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2812047.500000 Penalty: 3319.925293
	Iteration 2Q: 3 clusters Score -2812048 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2812617.750000 Penalty: 3319.925293
	Iteration 3Q: 3 clusters Score -2812618 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2813319.250000 Penalty: 3319.925293
	Iteration 4Q: 3 clusters Score -2813319 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2814049.750000 Penalty: 3319.925293
	Iteration 5F: 3 clusters Score -2814050 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2814824.000000 Penalty: 3319.925293
	Iteration 6F: 3 clusters Score -2814824 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2815706.750000 Penalty: 3319.925293
	Iteration 7F: 3 clusters Score -2815707 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2816673.250000 Penalty: 3319.925293
	Iteration 8F: 3 clusters Score -2816673 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2817632.250000 Penalty: 3319.925293
	Iteration 9F: 3 clusters Score -2817632 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2818372.000000 Penalty: 3319.925293
	Iteration 10Q: 3 clusters Score -2818372 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2818808.500000 Penalty: 3319.925293
	Iteration 11Q: 3 clusters Score -2818808 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2819124.750000 Penalty: 3319.925293
	Iteration 12Q: 3 clusters Score -2819125 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2819370.500000 Penalty: 3319.925293
	Iteration 13Q: 3 clusters Score -2819370 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2819584.000000 Penalty: 3319.925293
	Iteration 14Q: 3 clusters Score -2819584 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2819799.750000 Penalty: 3319.925293
	Iteration 15Q: 3 clusters Score -2819800 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2820009.000000 Penalty: 3319.925293
	Iteration 16Q: 3 clusters Score -2820009 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2820212.500000 Penalty: 3319.925293
	Iteration 17Q: 3 clusters Score -2820212 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2820399.000000 Penalty: 3319.925293
	Iteration 18Q: 3 clusters Score -2820399 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2820583.250000 Penalty: 3319.925293
	Iteration 19Q: 3 clusters Score -2820583 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2820765.250000 Penalty: 3319.925293
	Iteration 20F: 3 clusters Score -2820765 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -2820935.500000 Penalty: 3319.925293
	Iteration 21Q: 3 clusters Score -2820936 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -2821077.750000 Penalty: 3319.925293
	Iteration 22Q: 3 clusters Score -2821078 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2821217.750000 Penalty: 3319.925293
	Iteration 23Q: 3 clusters Score -2821218 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -2821340.500000 Penalty: 3319.925293
	Iteration 24Q: 3 clusters Score -2821340 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -2821451.250000 Penalty: 3319.925293
	Iteration 25Q: 3 clusters Score -2821451 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -2821531.000000 Penalty: 3319.925293
	Iteration 26Q: 3 clusters Score -2821531 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2821594.500000 Penalty: 3319.925293
	Iteration 27Q: 3 clusters Score -2821594 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -2821645.250000 Penalty: 3319.925293
	Iteration 28Q: 3 clusters Score -2821645 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -2821694.750000 Penalty: 3319.925293
	Iteration 29Q: 3 clusters Score -2821695 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -2821723.750000 Penalty: 3319.925293
	Iteration 30Q: 3 clusters Score -2821724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2821748.000000 Penalty: 3319.925293
	Iteration 31Q: 3 clusters Score -2821748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -2821774.250000 Penalty: 3319.925293
	Iteration 32Q: 3 clusters Score -2821774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2821804.500000 Penalty: 3319.925293
	Iteration 33Q: 3 clusters Score -2821804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -2821825.500000 Penalty: 3319.925293
	Iteration 34Q: 3 clusters Score -2821826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2821847.250000 Penalty: 3319.925293
	Iteration 35Q: 3 clusters Score -2821847 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2821856.000000 Penalty: 3319.925293
	Iteration 36Q: 3 clusters Score -2821856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2821865.250000 Penalty: 3319.925293
	Iteration 37Q: 3 clusters Score -2821865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -2821875.000000 Penalty: 3319.925293
	Iteration 38Q: 3 clusters Score -2821875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2821880.500000 Penalty: 3319.925293
	Iteration 39Q: 3 clusters Score -2821880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -2821886.500000 Penalty: 3319.925293
	Iteration 40F: 3 clusters Score -2821886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -2821891.500000 Penalty: 3319.925293
	Iteration 41Q: 3 clusters Score -2821892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -2821894.500000 Penalty: 3319.925293
	Iteration 42Q: 3 clusters Score -2821894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2821895.250000 Penalty: 3319.925293
	Iteration 43Q: 3 clusters Score -2821895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -2821898.250000 Penalty: 3319.925293
	Iteration 44Q: 3 clusters Score -2821898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -2821901.250000 Penalty: 3319.925293
	Iteration 45Q: 3 clusters Score -2821901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -2821902.000000 Penalty: 3319.925293
	Iteration 46Q: 3 clusters Score -2821902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -2821903.500000 Penalty: 3319.925293
	Iteration 47Q: 3 clusters Score -2821904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -2821904.250000 Penalty: 3319.925293
	Iteration 48Q: 3 clusters Score -2821904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -2821904.250000 Penalty: 3319.925293
	Iteration 49F: 3 clusters Score -2821904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 75973 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 317027 members 
Mstep: Class 6 contains 46307 members 
Mstep: Class 9 contains 36123 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 12 contains 50498 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 304096 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 23691 members 
Mstep: Class 18 contains 42198 members 
Mstep: Class 19 contains 27314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137320.000000 Penalty: 31291.560547
Iteration 119Q: 15 clusters Score -9.413732e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 76009 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 317324 members 
Mstep: Class 6 contains 46095 members 
Mstep: Class 9 contains 36050 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 12 contains 50473 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 304347 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 23672 members 
Mstep: Class 18 contains 42199 members 
Mstep: Class 19 contains 27302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137384.000000 Penalty: 31291.560547
Iteration 120F: 15 clusters Score -9.413738e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 76023 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 317898 members 
Mstep: Class 6 contains 45888 members 
Mstep: Class 9 contains 35969 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 12 contains 50477 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 304223 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 18 contains 42186 members 
Mstep: Class 19 contains 27353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2220.715088 but Gain 2235.111328
Score: -94137864.000000 Penalty: 29056.449219
Iteration 121Q: 14 clusters Score -9.413786e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76045 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 319140 members 
Mstep: Class 6 contains 45713 members 
Mstep: Class 9 contains 35907 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 50861 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 304548 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 23701 members 
Mstep: Class 18 contains 42166 members 
Mstep: Class 19 contains 27409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139256.000000 Penalty: 29056.449219
Iteration 122Q: 14 clusters Score -9.413926e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76113 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 319676 members 
Mstep: Class 6 contains 45524 members 
Mstep: Class 9 contains 35868 members 
Mstep: Class 10 contains 6615 members 
Mstep: Class 12 contains 50932 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 304230 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 23732 members 
Mstep: Class 18 contains 42151 members 
Mstep: Class 19 contains 27445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139664.000000 Penalty: 29056.449219
Iteration 123Q: 14 clusters Score -9.413966e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76138 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 320375 members 
Mstep: Class 6 contains 45359 members 
Mstep: Class 9 contains 35843 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 12 contains 50947 members 
Mstep: Class 13 contains 3567 members 
Mstep: Class 14 contains 303827 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 23755 members 
Mstep: Class 18 contains 42125 members 
Mstep: Class 19 contains 27491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140112.000000 Penalty: 29056.449219
Iteration 124Q: 14 clusters Score -9.414011e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76141 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 320980 members 
Mstep: Class 6 contains 45225 members 
Mstep: Class 9 contains 35792 members 
Mstep: Class 10 contains 6642 members 
Mstep: Class 12 contains 51014 members 
Mstep: Class 13 contains 3388 members 
Mstep: Class 14 contains 303430 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 23774 members 
Mstep: Class 18 contains 42110 members 
Mstep: Class 19 contains 27548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140328.000000 Penalty: 29056.449219
Iteration 125Q: 14 clusters Score -9.414033e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76137 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 321636 members 
Mstep: Class 6 contains 45067 members 
Mstep: Class 9 contains 35780 members 
Mstep: Class 10 contains 6659 members 
Mstep: Class 12 contains 51091 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 302968 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 23793 members 
Mstep: Class 18 contains 42095 members 
Mstep: Class 19 contains 27593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140880.000000 Penalty: 29056.449219
Iteration 126Q: 14 clusters Score -9.414088e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76180 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 322195 members 
Mstep: Class 6 contains 44890 members 
Mstep: Class 9 contains 35758 members 
Mstep: Class 10 contains 6672 members 
Mstep: Class 12 contains 51215 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 14 contains 302580 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 18 contains 42062 members 
Mstep: Class 19 contains 27580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141280.000000 Penalty: 29056.449219
Iteration 127Q: 14 clusters Score -9.414128e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76238 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 322717 members 
Mstep: Class 6 contains 44673 members 
Mstep: Class 9 contains 35759 members 
Mstep: Class 10 contains 6681 members 
Mstep: Class 12 contains 51280 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 302279 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 23853 members 
Mstep: Class 18 contains 42048 members 
Mstep: Class 19 contains 27559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141304.000000 Penalty: 29056.449219
Iteration 128Q: 14 clusters Score -9.41413e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76295 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 323166 members 
Mstep: Class 6 contains 44431 members 
Mstep: Class 9 contains 35783 members 
Mstep: Class 10 contains 6694 members 
Mstep: Class 12 contains 51326 members 
Mstep: Class 13 contains 2799 members 
Mstep: Class 14 contains 302045 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 23905 members 
Mstep: Class 18 contains 42044 members 
Mstep: Class 19 contains 27544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141056.000000 Penalty: 29056.449219
Iteration 129Q: 14 clusters Score -9.414106e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76315 members 
Mstep: Class 4 contains 1963 members 
Mstep: Class 5 contains 323517 members 
Mstep: Class 6 contains 44183 members 
Mstep: Class 9 contains 35813 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 12 contains 51365 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 301932 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 16 contains 23942 members 
Mstep: Class 18 contains 42037 members 
Mstep: Class 19 contains 27516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141344.000000 Penalty: 29056.449219
Iteration 130Q: 14 clusters Score -9.414134e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76396 members 
Mstep: Class 4 contains 1961 members 
Mstep: Class 5 contains 323682 members 
Mstep: Class 6 contains 43984 members 
Mstep: Class 9 contains 35838 members 
Mstep: Class 10 contains 6724 members 
Mstep: Class 12 contains 51363 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 301890 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 23985 members 
Mstep: Class 18 contains 42023 members 
Mstep: Class 19 contains 27513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141256.000000 Penalty: 29056.449219
Iteration 131Q: 14 clusters Score -9.414126e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76441 members 
Mstep: Class 4 contains 1962 members 
Mstep: Class 5 contains 323757 members 
Mstep: Class 6 contains 43755 members 
Mstep: Class 9 contains 35879 members 
Mstep: Class 10 contains 6740 members 
Mstep: Class 12 contains 51370 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 301974 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 24025 members 
Mstep: Class 18 contains 42009 members 
Mstep: Class 19 contains 27508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140656.000000 Penalty: 29056.449219
Iteration 132Q: 14 clusters Score -9.414066e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76509 members 
Mstep: Class 4 contains 1963 members 
Mstep: Class 5 contains 323734 members 
Mstep: Class 6 contains 43526 members 
Mstep: Class 9 contains 35901 members 
Mstep: Class 10 contains 6752 members 
Mstep: Class 12 contains 51383 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 302151 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 18 contains 41999 members 
Mstep: Class 19 contains 27496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140728.000000 Penalty: 29056.449219
Iteration 133Q: 14 clusters Score -9.414073e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76571 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 5 contains 323728 members 
Mstep: Class 6 contains 43293 members 
Mstep: Class 9 contains 35930 members 
Mstep: Class 10 contains 6762 members 
Mstep: Class 12 contains 51408 members 
Mstep: Class 13 contains 2494 members 
Mstep: Class 14 contains 302284 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 24093 members 
Mstep: Class 18 contains 41983 members 
Mstep: Class 19 contains 27480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140496.000000 Penalty: 29056.449219
Iteration 134Q: 14 clusters Score -9.41405e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76647 members 
Mstep: Class 4 contains 1967 members 
Mstep: Class 5 contains 323662 members 
Mstep: Class 6 contains 43080 members 
Mstep: Class 9 contains 35981 members 
Mstep: Class 10 contains 6772 members 
Mstep: Class 12 contains 51435 members 
Mstep: Class 13 contains 2473 members 
Mstep: Class 14 contains 302425 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 24119 members 
Mstep: Class 18 contains 41967 members 
Mstep: Class 19 contains 27466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140240.000000 Penalty: 29056.449219
Iteration 135Q: 14 clusters Score -9.414024e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76701 members 
Mstep: Class 4 contains 1967 members 
Mstep: Class 5 contains 323596 members 
Mstep: Class 6 contains 42837 members 
Mstep: Class 9 contains 36003 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 12 contains 51446 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 302649 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 24146 members 
Mstep: Class 18 contains 41933 members 
Mstep: Class 19 contains 27488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 14 clusters Score -9.414022e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76747 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 5 contains 323461 members 
Mstep: Class 6 contains 42601 members 
Mstep: Class 9 contains 36044 members 
Mstep: Class 10 contains 6795 members 
Mstep: Class 12 contains 51455 members 
Mstep: Class 13 contains 2435 members 
Mstep: Class 14 contains 302953 members 
Mstep: Class 15 contains 2820 members 
Mstep: Class 16 contains 24155 members 
Mstep: Class 18 contains 41894 members 
Mstep: Class 19 contains 27500 members 
Entering Unmasked Estep 
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Iteration 137Q: 14 clusters Score -9.414014e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76816 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 5 contains 323281 members 
Mstep: Class 6 contains 42349 members 
Mstep: Class 9 contains 36085 members 
Mstep: Class 10 contains 6802 members 
Mstep: Class 12 contains 51463 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 303260 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 24178 members 
Mstep: Class 18 contains 41881 members 
Mstep: Class 19 contains 27507 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 14 clusters Score -9.413987e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76878 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 5 contains 323158 members 
Mstep: Class 6 contains 42116 members 
Mstep: Class 9 contains 36134 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 12 contains 51471 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 303503 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 24200 members 
Mstep: Class 18 contains 41867 members 
Mstep: Class 19 contains 27495 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 14 clusters Score -9.413944e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76931 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 5 contains 323039 members 
Mstep: Class 6 contains 41860 members 
Mstep: Class 9 contains 36153 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 12 contains 51495 members 
Mstep: Class 13 contains 2397 members 
Mstep: Class 14 contains 303802 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 24213 members 
Mstep: Class 18 contains 41852 members 
Mstep: Class 19 contains 27477 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 14 clusters Score -9.413917e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76952 members 
Mstep: Class 4 contains 1966 members 
Mstep: Class 5 contains 322932 members 
Mstep: Class 6 contains 41614 members 
Mstep: Class 9 contains 36179 members 
Mstep: Class 10 contains 6840 members 
Mstep: Class 12 contains 51514 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 14 contains 304105 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 24230 members 
Mstep: Class 18 contains 41826 members 
Mstep: Class 19 contains 27466 members 
Entering Unmasked Estep 
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Iteration 141Q: 14 clusters Score -9.413898e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76973 members 
Mstep: Class 4 contains 1968 members 
Mstep: Class 5 contains 322820 members 
Mstep: Class 6 contains 41406 members 
Mstep: Class 9 contains 36207 members 
Mstep: Class 10 contains 6845 members 
Mstep: Class 12 contains 51547 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 304360 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 24254 members 
Mstep: Class 18 contains 41786 members 
Mstep: Class 19 contains 27464 members 
Entering Unmasked Estep 
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Iteration 142Q: 14 clusters Score -9.413861e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77019 members 
Mstep: Class 4 contains 1968 members 
Mstep: Class 5 contains 322657 members 
Mstep: Class 6 contains 41193 members 
Mstep: Class 9 contains 36230 members 
Mstep: Class 10 contains 6851 members 
Mstep: Class 12 contains 51575 members 
Mstep: Class 13 contains 2367 members 
Mstep: Class 14 contains 304647 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 24282 members 
Mstep: Class 18 contains 41768 members 
Mstep: Class 19 contains 27451 members 
Entering Unmasked Estep 
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Iteration 143Q: 14 clusters Score -9.413866e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77033 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 322570 members 
Mstep: Class 6 contains 40959 members 
Mstep: Class 9 contains 36264 members 
Mstep: Class 10 contains 6862 members 
Mstep: Class 12 contains 51590 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 304946 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 24296 members 
Mstep: Class 18 contains 41747 members 
Mstep: Class 19 contains 27409 members 
Entering Unmasked Estep 
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Iteration 144Q: 14 clusters Score -9.413871e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77077 members 
Mstep: Class 4 contains 1974 members 
Mstep: Class 5 contains 322541 members 
Mstep: Class 6 contains 40728 members 
Mstep: Class 9 contains 36285 members 
Mstep: Class 10 contains 6874 members 
Mstep: Class 12 contains 51587 members 
Mstep: Class 13 contains 2356 members 
Mstep: Class 14 contains 305170 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 24333 members 
Mstep: Class 18 contains 41711 members 
Mstep: Class 19 contains 27374 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 14 clusters Score -9.413849e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77117 members 
Mstep: Class 4 contains 1974 members 
Mstep: Class 5 contains 322454 members 
Mstep: Class 6 contains 40469 members 
Mstep: Class 9 contains 36319 members 
Mstep: Class 10 contains 6884 members 
Mstep: Class 12 contains 51620 members 
Mstep: Class 13 contains 2353 members 
Mstep: Class 14 contains 305448 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 24357 members 
Mstep: Class 18 contains 41676 members 
Mstep: Class 19 contains 27342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94138336.000000 Penalty: 29056.449219
Iteration 146Q: 14 clusters Score -9.413834e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77170 members 
Mstep: Class 4 contains 1978 members 
Mstep: Class 5 contains 322396 members 
Mstep: Class 6 contains 40232 members 
Mstep: Class 9 contains 36341 members 
Mstep: Class 10 contains 6892 members 
Mstep: Class 12 contains 51677 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 305666 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 16 contains 24385 members 
Mstep: Class 18 contains 41620 members 
Mstep: Class 19 contains 27311 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 14 clusters Score -9.413834e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77201 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 322422 members 
Mstep: Class 6 contains 40002 members 
Mstep: Class 9 contains 36362 members 
Mstep: Class 10 contains 6900 members 
Mstep: Class 12 contains 51730 members 
Mstep: Class 13 contains 2342 members 
Mstep: Class 14 contains 305781 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 24409 members 
Mstep: Class 18 contains 41588 members 
Mstep: Class 19 contains 27296 members 
Entering Unmasked Estep 
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Iteration 148Q: 14 clusters Score -9.413813e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77237 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 322371 members 
Mstep: Class 6 contains 39759 members 
Mstep: Class 9 contains 36383 members 
Mstep: Class 10 contains 6907 members 
Mstep: Class 12 contains 51780 members 
Mstep: Class 13 contains 2339 members 
Mstep: Class 14 contains 305959 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 24441 members 
Mstep: Class 18 contains 41579 members 
Mstep: Class 19 contains 27280 members 
Entering Unmasked Estep 
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Iteration 149Q: 14 clusters Score -9.413806e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77285 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 322304 members 
Mstep: Class 6 contains 39531 members 
Mstep: Class 9 contains 36401 members 
Mstep: Class 10 contains 6915 members 
Mstep: Class 12 contains 51850 members 
Mstep: Class 13 contains 2329 members 
Mstep: Class 14 contains 306131 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 24478 members 
Mstep: Class 18 contains 41552 members 
Mstep: Class 19 contains 27260 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 150Q: 14 clusters Score -9.413789e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77314 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 322214 members 
Mstep: Class 6 contains 39311 members 
Mstep: Class 9 contains 36415 members 
Mstep: Class 10 contains 6926 members 
Mstep: Class 12 contains 51928 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 306307 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 24513 members 
Mstep: Class 18 contains 41530 members 
Mstep: Class 19 contains 27258 members 
Entering Unmasked Estep 
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Score: -94137648.000000 Penalty: 29056.449219
Iteration 151Q: 14 clusters Score -9.413765e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77368 members 
Mstep: Class 4 contains 1983 members 
Mstep: Class 5 contains 322106 members 
Mstep: Class 6 contains 39082 members 
Mstep: Class 9 contains 36433 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 12 contains 52013 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 306460 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 24543 members 
Mstep: Class 18 contains 41538 members 
Mstep: Class 19 contains 27246 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 14 clusters Score -9.413749e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77412 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 321980 members 
Mstep: Class 6 contains 38852 members 
Mstep: Class 9 contains 36456 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 12 contains 52117 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 306606 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 24574 members 
Mstep: Class 18 contains 41561 members 
Mstep: Class 19 contains 27234 members 
Entering Unmasked Estep 
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Iteration 153Q: 14 clusters Score -9.41374e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77486 members 
Mstep: Class 4 contains 1983 members 
Mstep: Class 5 contains 321897 members 
Mstep: Class 6 contains 38620 members 
Mstep: Class 9 contains 36464 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 12 contains 52198 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 306732 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 24598 members 
Mstep: Class 18 contains 41584 members 
Mstep: Class 19 contains 27215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137048.000000 Penalty: 29056.449219
Iteration 154Q: 14 clusters Score -9.413705e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77542 members 
Mstep: Class 4 contains 1982 members 
Mstep: Class 5 contains 321934 members 
Mstep: Class 6 contains 38367 members 
Mstep: Class 9 contains 36486 members 
Mstep: Class 10 contains 6959 members 
Mstep: Class 12 contains 52236 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 306818 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 18 contains 41594 members 
Mstep: Class 19 contains 27216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137184.000000 Penalty: 29056.449219
Iteration 155Q: 14 clusters Score -9.413718e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77585 members 
Mstep: Class 4 contains 1982 members 
Mstep: Class 5 contains 321895 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 9 contains 36491 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 12 contains 52282 members 
Mstep: Class 13 contains 2287 members 
Mstep: Class 14 contains 307002 members 
Mstep: Class 15 contains 2785 members 
Mstep: Class 16 contains 24616 members 
Mstep: Class 18 contains 41595 members 
Mstep: Class 19 contains 27218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137096.000000 Penalty: 29056.449219
Iteration 156Q: 14 clusters Score -9.41371e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77632 members 
Mstep: Class 4 contains 1983 members 
Mstep: Class 5 contains 321825 members 
Mstep: Class 6 contains 37866 members 
Mstep: Class 9 contains 36496 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 12 contains 52346 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 307171 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 24635 members 
Mstep: Class 18 contains 41596 members 
Mstep: Class 19 contains 27227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136984.000000 Penalty: 29056.449219
Iteration 157Q: 14 clusters Score -9.413698e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77675 members 
Mstep: Class 4 contains 1982 members 
Mstep: Class 5 contains 321700 members 
Mstep: Class 6 contains 37644 members 
Mstep: Class 9 contains 36515 members 
Mstep: Class 10 contains 6979 members 
Mstep: Class 12 contains 52436 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 307352 members 
Mstep: Class 15 contains 2786 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 18 contains 41595 members 
Mstep: Class 19 contains 27226 members 
Entering Unmasked Estep 
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Iteration 158Q: 14 clusters Score -9.41371e+07 nChanged 1797
Entering ConstructFrom: 
Score: -94137104.000000 Penalty: 29056.449219
Entering ConstructFrom: 
Trying to split cluster 2 (77707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Entering Unmasked Estep 
Score: -7712455.000000 Penalty: 1829.863770
	Iteration 0F: 2 clusters Score -7712455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -7660533.000000 Penalty: 3659.727539
	Iteration 0F: 3 clusters Score -7660533 nChanged 36955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -7681801.500000 Penalty: 3659.727539
	Iteration 1F: 3 clusters Score -7681802 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -7682328.500000 Penalty: 3659.727539
	Iteration 2Q: 3 clusters Score -7682328 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -7682816.000000 Penalty: 3659.727539
	Iteration 3Q: 3 clusters Score -7682816 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -7683375.500000 Penalty: 3659.727539
	Iteration 4Q: 3 clusters Score -7683376 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -7684114.000000 Penalty: 3659.727539
	Iteration 5Q: 3 clusters Score -7684114 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -7685075.500000 Penalty: 3659.727539
	Iteration 6Q: 3 clusters Score -7685076 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -7686430.500000 Penalty: 3659.727539
	Iteration 7Q: 3 clusters Score -7686430 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -7688476.500000 Penalty: 3659.727539
	Iteration 8Q: 3 clusters Score -7688476 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -7691347.500000 Penalty: 3659.727539
	Iteration 9F: 3 clusters Score -7691348 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -7694930.000000 Penalty: 3659.727539
	Iteration 10F: 3 clusters Score -7694930 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -7698698.000000 Penalty: 3659.727539
	Iteration 11F: 3 clusters Score -7698698 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -7701759.500000 Penalty: 3659.727539
	Iteration 12Q: 3 clusters Score -7701760 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -7703984.000000 Penalty: 3659.727539
	Iteration 13Q: 3 clusters Score -7703984 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -7705580.000000 Penalty: 3659.727539
	Iteration 14Q: 3 clusters Score -7705580 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -7706798.500000 Penalty: 3659.727539
	Iteration 15Q: 3 clusters Score -7706798 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -7707858.500000 Penalty: 3659.727539
	Iteration 16Q: 3 clusters Score -7707858 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -7708781.500000 Penalty: 3659.727539
	Iteration 17Q: 3 clusters Score -7708782 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -7709471.500000 Penalty: 3659.727539
	Iteration 18Q: 3 clusters Score -7709472 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 75096 members 
Entering Unmasked Estep 
Score: -7710086.500000 Penalty: 3659.727539
	Iteration 19Q: 3 clusters Score -7710086 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -7710524.500000 Penalty: 3659.727539
	Iteration 20F: 3 clusters Score -7710524 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -7710853.000000 Penalty: 3659.727539
	Iteration 21Q: 3 clusters Score -7710853 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -7711109.500000 Penalty: 3659.727539
	Iteration 22Q: 3 clusters Score -7711110 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -7711300.000000 Penalty: 3659.727539
	Iteration 23Q: 3 clusters Score -7711300 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -7711435.500000 Penalty: 3659.727539
	Iteration 24Q: 3 clusters Score -7711436 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -7711569.000000 Penalty: 3659.727539
	Iteration 25Q: 3 clusters Score -7711569 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -7711665.000000 Penalty: 3659.727539
	Iteration 26Q: 3 clusters Score -7711665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -7711713.000000 Penalty: 3659.727539
	Iteration 27Q: 3 clusters Score -7711713 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7711765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -7711778.500000 Penalty: 3659.727539
	Iteration 29Q: 3 clusters Score -7711778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -7711803.500000 Penalty: 3659.727539
	Iteration 30Q: 3 clusters Score -7711804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -7711816.000000 Penalty: 3659.727539
	Iteration 31Q: 3 clusters Score -7711816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -7711823.500000 Penalty: 3659.727539
	Iteration 32Q: 3 clusters Score -7711824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -7711842.000000 Penalty: 3659.727539
	Iteration 33Q: 3 clusters Score -7711842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -7711851.000000 Penalty: 3659.727539
	Iteration 34Q: 3 clusters Score -7711851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -7711853.500000 Penalty: 3659.727539
	Iteration 35Q: 3 clusters Score -7711854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -7711858.500000 Penalty: 3659.727539
	Iteration 36Q: 3 clusters Score -7711858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -7711869.500000 Penalty: 3659.727539
	Iteration 37Q: 3 clusters Score -7711870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -7711867.000000 Penalty: 3659.727539
	Iteration 38Q: 3 clusters Score -7711867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -7711878.000000 Penalty: 3659.727539
	Iteration 39F: 3 clusters Score -7711878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -7711880.500000 Penalty: 3659.727539
	Iteration 40F: 3 clusters Score -7711880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -7711873.500000 Penalty: 3659.727539
	Iteration 41Q: 3 clusters Score -7711874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -7711870.500000 Penalty: 3659.727539
	Iteration 42Q: 3 clusters Score -7711870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -7711883.500000 Penalty: 3659.727539
	Iteration 43Q: 3 clusters Score -7711884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -7711876.500000 Penalty: 3659.727539
	Iteration 44Q: 3 clusters Score -7711876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -7711881.000000 Penalty: 3659.727539
	Iteration 45Q: 3 clusters Score -7711881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -7711891.500000 Penalty: 3659.727539
	Iteration 46Q: 3 clusters Score -7711892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 76709 members 
Entering Unmasked Estep 
Score: -7711880.500000 Penalty: 3659.727539
	Iteration 47Q: 3 clusters Score -7711880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -7711887.500000 Penalty: 3659.727539
	Iteration 48Q: 3 clusters Score -7711888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -7711889.500000 Penalty: 3659.727539
	Iteration 49Q: 3 clusters Score -7711890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -7711891.000000 Penalty: 3659.727539
	Iteration 50Q: 3 clusters Score -7711891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -7711891.000000 Penalty: 3659.727539
	Iteration 51F: 3 clusters Score -7711891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -193142.875000 Penalty: 1233.841431
	Iteration 0F: 2 clusters Score -193142.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -191075.562500 Penalty: 2467.682861
	Iteration 0F: 3 clusters Score -191075.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -191623.421875 Penalty: 2467.682861
	Iteration 1F: 3 clusters Score -191623.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -191854.562500 Penalty: 2467.682861
	Iteration 2F: 3 clusters Score -191854.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -191987.546875 Penalty: 2467.682861
	Iteration 3F: 3 clusters Score -191987.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -192070.312500 Penalty: 2467.682861
	Iteration 4F: 3 clusters Score -192070.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -192147.125000 Penalty: 2467.682861
	Iteration 5Q: 3 clusters Score -192147.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -192211.015625 Penalty: 2467.682861
	Iteration 6Q: 3 clusters Score -192211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -192266.375000 Penalty: 2467.682861
	Iteration 7Q: 3 clusters Score -192266.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -192295.968750 Penalty: 2467.682861
	Iteration 8Q: 3 clusters Score -192296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -192318.265625 Penalty: 2467.682861
	Iteration 9Q: 3 clusters Score -192318.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -192330.359375 Penalty: 2467.682861
	Iteration 10Q: 3 clusters Score -192330.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -192339.671875 Penalty: 2467.682861
	Iteration 11Q: 3 clusters Score -192339.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -192347.468750 Penalty: 2467.682861
	Iteration 12Q: 3 clusters Score -192347.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -192353.218750 Penalty: 2467.682861
	Iteration 13Q: 3 clusters Score -192353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -192357.718750 Penalty: 2467.682861
	Iteration 14Q: 3 clusters Score -192357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -192361.656250 Penalty: 2467.682861
	Iteration 15Q: 3 clusters Score -192361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -192363.359375 Penalty: 2467.682861
	Iteration 16Q: 3 clusters Score -192363.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -192368.375000 Penalty: 2467.682861
	Iteration 17Q: 3 clusters Score -192368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -192371.984375 Penalty: 2467.682861
	Iteration 18Q: 3 clusters Score -192372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -192374.687500 Penalty: 2467.682861
	Iteration 19Q: 3 clusters Score -192374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -192376.609375 Penalty: 2467.682861
	Iteration 20F: 3 clusters Score -192376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -192377.093750 Penalty: 2467.682861
	Iteration 21Q: 3 clusters Score -192377.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -192377.093750 Penalty: 2467.682861
	Iteration 22F: 3 clusters Score -192377.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (321585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321585 members 
Entering Unmasked Estep 
Score: -32617606.000000 Penalty: 2060.665283
	Iteration 0F: 2 clusters Score -3.261761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160844 members 
Mstep: Class 2 contains 160741 members 
Entering Unmasked Estep 
Score: -32407444.000000 Penalty: 4121.330566
	Iteration 0F: 3 clusters Score -3.240744e+07 nChanged 156536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158956 members 
Mstep: Class 2 contains 162629 members 
Entering Unmasked Estep 
Score: -32502214.000000 Penalty: 4121.330566
	Iteration 1F: 3 clusters Score -3.250221e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157875 members 
Mstep: Class 2 contains 163710 members 
Entering Unmasked Estep 
Score: -32504814.000000 Penalty: 4121.330566
	Iteration 2Q: 3 clusters Score -3.250481e+07 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156366 members 
Mstep: Class 2 contains 165219 members 
Entering Unmasked Estep 
Score: -32508450.000000 Penalty: 4121.330566
	Iteration 3Q: 3 clusters Score -3.250845e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154509 members 
Mstep: Class 2 contains 167076 members 
Entering Unmasked Estep 
Score: -32514524.000000 Penalty: 4121.330566
	Iteration 4Q: 3 clusters Score -3.251452e+07 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152491 members 
Mstep: Class 2 contains 169094 members 
Entering Unmasked Estep 
Score: -32523038.000000 Penalty: 4121.330566
	Iteration 5F: 3 clusters Score -3.252304e+07 nChanged 19180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 170488 members 
Entering Unmasked Estep 
Score: -32535840.000000 Penalty: 4121.330566
	Iteration 6F: 3 clusters Score -3.253584e+07 nChanged 21662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150843 members 
Mstep: Class 2 contains 170742 members 
Entering Unmasked Estep 
Score: -32551894.000000 Penalty: 4121.330566
	Iteration 7F: 3 clusters Score -3.255189e+07 nChanged 21454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151853 members 
Mstep: Class 2 contains 169732 members 
Entering Unmasked Estep 
Score: -32566902.000000 Penalty: 4121.330566
	Iteration 8F: 3 clusters Score -3.25669e+07 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152870 members 
Mstep: Class 2 contains 168715 members 
Entering Unmasked Estep 
Score: -32574574.000000 Penalty: 4121.330566
	Iteration 9F: 3 clusters Score -3.257457e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153392 members 
Mstep: Class 2 contains 168193 members 
Entering Unmasked Estep 
Score: -32577612.000000 Penalty: 4121.330566
	Iteration 10Q: 3 clusters Score -3.257761e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153611 members 
Mstep: Class 2 contains 167974 members 
Entering Unmasked Estep 
Score: -32578846.000000 Penalty: 4121.330566
	Iteration 11Q: 3 clusters Score -3.257885e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153831 members 
Mstep: Class 2 contains 167754 members 
Entering Unmasked Estep 
Score: -32579660.000000 Penalty: 4121.330566
	Iteration 12Q: 3 clusters Score -3.257966e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154131 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -32580590.000000 Penalty: 4121.330566
	Iteration 13Q: 3 clusters Score -3.258059e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154516 members 
Mstep: Class 2 contains 167069 members 
Entering Unmasked Estep 
Score: -32581138.000000 Penalty: 4121.330566
	Iteration 14Q: 3 clusters Score -3.258114e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154808 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -32581776.000000 Penalty: 4121.330566
	Iteration 15Q: 3 clusters Score -3.258178e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155042 members 
Mstep: Class 2 contains 166543 members 
Entering Unmasked Estep 
Score: -32582324.000000 Penalty: 4121.330566
	Iteration 16Q: 3 clusters Score -3.258232e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155300 members 
Mstep: Class 2 contains 166285 members 
Entering Unmasked Estep 
Score: -32582938.000000 Penalty: 4121.330566
	Iteration 17Q: 3 clusters Score -3.258294e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 166060 members 
Entering Unmasked Estep 
Score: -32583296.000000 Penalty: 4121.330566
	Iteration 18Q: 3 clusters Score -3.25833e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155706 members 
Mstep: Class 2 contains 165879 members 
Entering Unmasked Estep 
Score: -32583840.000000 Penalty: 4121.330566
	Iteration 19Q: 3 clusters Score -3.258384e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155842 members 
Mstep: Class 2 contains 165743 members 
Entering Unmasked Estep 
Score: -32584378.000000 Penalty: 4121.330566
	Iteration 20F: 3 clusters Score -3.258438e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155992 members 
Mstep: Class 2 contains 165593 members 
Entering Unmasked Estep 
Score: -32584896.000000 Penalty: 4121.330566
	Iteration 21Q: 3 clusters Score -3.25849e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156059 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -32585346.000000 Penalty: 4121.330566
	Iteration 22Q: 3 clusters Score -3.258535e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -32585812.000000 Penalty: 4121.330566
	Iteration 23Q: 3 clusters Score -3.258581e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 165381 members 
Entering Unmasked Estep 
Score: -32586366.000000 Penalty: 4121.330566
	Iteration 24Q: 3 clusters Score -3.258637e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156317 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -32586744.000000 Penalty: 4121.330566
	Iteration 25Q: 3 clusters Score -3.258674e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -32587130.000000 Penalty: 4121.330566
	Iteration 26Q: 3 clusters Score -3.258713e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156626 members 
Mstep: Class 2 contains 164959 members 
Entering Unmasked Estep 
Score: -32587440.000000 Penalty: 4121.330566
	Iteration 27Q: 3 clusters Score -3.258744e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156828 members 
Mstep: Class 2 contains 164757 members 
Entering Unmasked Estep 
Score: -32587760.000000 Penalty: 4121.330566
	Iteration 28Q: 3 clusters Score -3.258776e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 164647 members 
Entering Unmasked Estep 
Score: -32588048.000000 Penalty: 4121.330566
	Iteration 29Q: 3 clusters Score -3.258805e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157099 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -32588218.000000 Penalty: 4121.330566
	Iteration 30Q: 3 clusters Score -3.258822e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157255 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -32588292.000000 Penalty: 4121.330566
	Iteration 31Q: 3 clusters Score -3.258829e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 164169 members 
Entering Unmasked Estep 
Score: -32588514.000000 Penalty: 4121.330566
	Iteration 32Q: 3 clusters Score -3.258851e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157620 members 
Mstep: Class 2 contains 163965 members 
Entering Unmasked Estep 
Score: -32588610.000000 Penalty: 4121.330566
	Iteration 33Q: 3 clusters Score -3.258861e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157805 members 
Mstep: Class 2 contains 163780 members 
Entering Unmasked Estep 
Score: -32588606.000000 Penalty: 4121.330566
	Iteration 34Q: 3 clusters Score -3.258861e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157965 members 
Mstep: Class 2 contains 163620 members 
Entering Unmasked Estep 
Score: -32588704.000000 Penalty: 4121.330566
	Iteration 35Q: 3 clusters Score -3.25887e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158117 members 
Mstep: Class 2 contains 163468 members 
Entering Unmasked Estep 
Score: -32588700.000000 Penalty: 4121.330566
	Iteration 36Q: 3 clusters Score -3.25887e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158275 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -32588694.000000 Penalty: 4121.330566
	Iteration 37Q: 3 clusters Score -3.258869e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 163145 members 
Entering Unmasked Estep 
Score: -32588722.000000 Penalty: 4121.330566
	Iteration 38Q: 3 clusters Score -3.258872e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 163002 members 
Entering Unmasked Estep 
Score: -32588744.000000 Penalty: 4121.330566
	Iteration 39Q: 3 clusters Score -3.258874e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158707 members 
Mstep: Class 2 contains 162878 members 
Entering Unmasked Estep 
Score: -32588758.000000 Penalty: 4121.330566
	Iteration 40F: 3 clusters Score -3.258876e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158851 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -32588800.000000 Penalty: 4121.330566
	Iteration 41Q: 3 clusters Score -3.25888e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159001 members 
Mstep: Class 2 contains 162584 members 
Entering Unmasked Estep 
Score: -32588780.000000 Penalty: 4121.330566
	Iteration 42Q: 3 clusters Score -3.258878e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159164 members 
Mstep: Class 2 contains 162421 members 
Entering Unmasked Estep 
Score: -32588786.000000 Penalty: 4121.330566
	Iteration 43Q: 3 clusters Score -3.258879e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159323 members 
Mstep: Class 2 contains 162262 members 
Entering Unmasked Estep 
Score: -32588824.000000 Penalty: 4121.330566
	Iteration 44Q: 3 clusters Score -3.258882e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159467 members 
Mstep: Class 2 contains 162118 members 
Entering Unmasked Estep 
Score: -32588814.000000 Penalty: 4121.330566
	Iteration 45Q: 3 clusters Score -3.258881e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -32588850.000000 Penalty: 4121.330566
	Iteration 46Q: 3 clusters Score -3.258885e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159720 members 
Mstep: Class 2 contains 161865 members 
Entering Unmasked Estep 
Score: -32588930.000000 Penalty: 4121.330566
	Iteration 47Q: 3 clusters Score -3.258893e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -32588888.000000 Penalty: 4121.330566
	Iteration 48Q: 3 clusters Score -3.258889e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 161628 members 
Entering Unmasked Estep 
Score: -32589008.000000 Penalty: 4121.330566
	Iteration 49Q: 3 clusters Score -3.258901e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160087 members 
Mstep: Class 2 contains 161498 members 
Entering Unmasked Estep 
Score: -32588938.000000 Penalty: 4121.330566
	Iteration 50Q: 3 clusters Score -3.258894e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160215 members 
Mstep: Class 2 contains 161370 members 
Entering Unmasked Estep 
Score: -32588956.000000 Penalty: 4121.330566
	Iteration 51Q: 3 clusters Score -3.258896e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160379 members 
Mstep: Class 2 contains 161206 members 
Entering Unmasked Estep 
Score: -32588932.000000 Penalty: 4121.330566
	Iteration 52Q: 3 clusters Score -3.258893e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160537 members 
Mstep: Class 2 contains 161048 members 
Entering Unmasked Estep 
Score: -32588948.000000 Penalty: 4121.330566
	Iteration 53Q: 3 clusters Score -3.258895e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160675 members 
Mstep: Class 2 contains 160910 members 
Entering Unmasked Estep 
Score: -32588984.000000 Penalty: 4121.330566
	Iteration 54Q: 3 clusters Score -3.258898e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -32588984.000000 Penalty: 4121.330566
	Iteration 55Q: 3 clusters Score -3.258898e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160909 members 
Mstep: Class 2 contains 160676 members 
Entering Unmasked Estep 
Score: -32589004.000000 Penalty: 4121.330566
	Iteration 56Q: 3 clusters Score -3.2589e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 160545 members 
Entering Unmasked Estep 
Score: -32589018.000000 Penalty: 4121.330566
	Iteration 57Q: 3 clusters Score -3.258902e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161186 members 
Mstep: Class 2 contains 160399 members 
Entering Unmasked Estep 
Score: -32589060.000000 Penalty: 4121.330566
	Iteration 58Q: 3 clusters Score -3.258906e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161329 members 
Mstep: Class 2 contains 160256 members 
Entering Unmasked Estep 
Score: -32588990.000000 Penalty: 4121.330566
	Iteration 59Q: 3 clusters Score -3.258899e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161468 members 
Mstep: Class 2 contains 160117 members 
Entering Unmasked Estep 
Score: -32589006.000000 Penalty: 4121.330566
	Iteration 60F: 3 clusters Score -3.258901e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161584 members 
Mstep: Class 2 contains 160001 members 
Entering Unmasked Estep 
Score: -32589048.000000 Penalty: 4121.330566
	Iteration 61Q: 3 clusters Score -3.258905e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 159900 members 
Entering Unmasked Estep 
Score: -32589026.000000 Penalty: 4121.330566
	Iteration 62Q: 3 clusters Score -3.258903e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161780 members 
Mstep: Class 2 contains 159805 members 
Entering Unmasked Estep 
Score: -32589012.000000 Penalty: 4121.330566
	Iteration 63Q: 3 clusters Score -3.258901e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161887 members 
Mstep: Class 2 contains 159698 members 
Entering Unmasked Estep 
Score: -32589028.000000 Penalty: 4121.330566
	Iteration 64Q: 3 clusters Score -3.258903e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162000 members 
Mstep: Class 2 contains 159585 members 
Entering Unmasked Estep 
Score: -32589004.000000 Penalty: 4121.330566
	Iteration 65Q: 3 clusters Score -3.2589e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162112 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -32589010.000000 Penalty: 4121.330566
	Iteration 66Q: 3 clusters Score -3.258901e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162231 members 
Mstep: Class 2 contains 159354 members 
Entering Unmasked Estep 
Score: -32589012.000000 Penalty: 4121.330566
	Iteration 67Q: 3 clusters Score -3.258901e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162350 members 
Mstep: Class 2 contains 159235 members 
Entering Unmasked Estep 
Score: -32589012.000000 Penalty: 4121.330566
	Iteration 68Q: 3 clusters Score -3.258901e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162476 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -32589024.000000 Penalty: 4121.330566
	Iteration 69Q: 3 clusters Score -3.258902e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162598 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -32589032.000000 Penalty: 4121.330566
	Iteration 70Q: 3 clusters Score -3.258903e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162736 members 
Mstep: Class 2 contains 158849 members 
Entering Unmasked Estep 
Score: -32589082.000000 Penalty: 4121.330566
	Iteration 71Q: 3 clusters Score -3.258908e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162887 members 
Mstep: Class 2 contains 158698 members 
Entering Unmasked Estep 
Score: -32589132.000000 Penalty: 4121.330566
	Iteration 72Q: 3 clusters Score -3.258913e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163012 members 
Mstep: Class 2 contains 158573 members 
Entering Unmasked Estep 
Score: -32589140.000000 Penalty: 4121.330566
	Iteration 73Q: 3 clusters Score -3.258914e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163142 members 
Mstep: Class 2 contains 158443 members 
Entering Unmasked Estep 
Score: -32589130.000000 Penalty: 4121.330566
	Iteration 74Q: 3 clusters Score -3.258913e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163260 members 
Mstep: Class 2 contains 158325 members 
Entering Unmasked Estep 
Score: -32589142.000000 Penalty: 4121.330566
	Iteration 75Q: 3 clusters Score -3.258914e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163347 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -32589150.000000 Penalty: 4121.330566
	Iteration 76Q: 3 clusters Score -3.258915e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 158132 members 
Entering Unmasked Estep 
Score: -32589162.000000 Penalty: 4121.330566
	Iteration 77Q: 3 clusters Score -3.258916e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 158021 members 
Entering Unmasked Estep 
Score: -32589182.000000 Penalty: 4121.330566
	Iteration 78Q: 3 clusters Score -3.258918e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 157906 members 
Entering Unmasked Estep 
Score: -32589152.000000 Penalty: 4121.330566
	Iteration 79Q: 3 clusters Score -3.258915e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163803 members 
Mstep: Class 2 contains 157782 members 
Entering Unmasked Estep 
Score: -32589116.000000 Penalty: 4121.330566
	Iteration 80F: 3 clusters Score -3.258912e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 157652 members 
Entering Unmasked Estep 
Score: -32589100.000000 Penalty: 4121.330566
	Iteration 81Q: 3 clusters Score -3.25891e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164059 members 
Mstep: Class 2 contains 157526 members 
Entering Unmasked Estep 
Score: -32589090.000000 Penalty: 4121.330566
	Iteration 82Q: 3 clusters Score -3.258909e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164171 members 
Mstep: Class 2 contains 157414 members 
Entering Unmasked Estep 
Score: -32589040.000000 Penalty: 4121.330566
	Iteration 83Q: 3 clusters Score -3.258904e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164288 members 
Mstep: Class 2 contains 157297 members 
Entering Unmasked Estep 
Score: -32589066.000000 Penalty: 4121.330566
	Iteration 84Q: 3 clusters Score -3.258907e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164384 members 
Mstep: Class 2 contains 157201 members 
Entering Unmasked Estep 
Score: -32589070.000000 Penalty: 4121.330566
	Iteration 85Q: 3 clusters Score -3.258907e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164483 members 
Mstep: Class 2 contains 157102 members 
Entering Unmasked Estep 
Score: -32589096.000000 Penalty: 4121.330566
	Iteration 86Q: 3 clusters Score -3.25891e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164598 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -32589086.000000 Penalty: 4121.330566
	Iteration 87Q: 3 clusters Score -3.258909e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164684 members 
Mstep: Class 2 contains 156901 members 
Entering Unmasked Estep 
Score: -32589058.000000 Penalty: 4121.330566
	Iteration 88Q: 3 clusters Score -3.258906e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164781 members 
Mstep: Class 2 contains 156804 members 
Entering Unmasked Estep 
Score: -32589088.000000 Penalty: 4121.330566
	Iteration 89Q: 3 clusters Score -3.258909e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Mstep: Class 2 contains 156698 members 
Entering Unmasked Estep 
Score: -32589094.000000 Penalty: 4121.330566
	Iteration 90Q: 3 clusters Score -3.258909e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164984 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -32589104.000000 Penalty: 4121.330566
	Iteration 91Q: 3 clusters Score -3.25891e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165078 members 
Mstep: Class 2 contains 156507 members 
Entering Unmasked Estep 
Score: -32589142.000000 Penalty: 4121.330566
	Iteration 92Q: 3 clusters Score -3.258914e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165174 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -32589144.000000 Penalty: 4121.330566
	Iteration 93Q: 3 clusters Score -3.258914e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165259 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -32589130.000000 Penalty: 4121.330566
	Iteration 94Q: 3 clusters Score -3.258913e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165330 members 
Mstep: Class 2 contains 156255 members 
Entering Unmasked Estep 
Score: -32589130.000000 Penalty: 4121.330566
	Iteration 95Q: 3 clusters Score -3.258913e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 156195 members 
Entering Unmasked Estep 
Score: -32589174.000000 Penalty: 4121.330566
	Iteration 96Q: 3 clusters Score -3.258917e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165462 members 
Mstep: Class 2 contains 156123 members 
Entering Unmasked Estep 
Score: -32589186.000000 Penalty: 4121.330566
	Iteration 97Q: 3 clusters Score -3.258919e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165520 members 
Mstep: Class 2 contains 156065 members 
Entering Unmasked Estep 
Score: -32589216.000000 Penalty: 4121.330566
	Iteration 98Q: 3 clusters Score -3.258922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 156011 members 
Entering Unmasked Estep 
Score: -32589224.000000 Penalty: 4121.330566
	Iteration 99Q: 3 clusters Score -3.258922e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165641 members 
Mstep: Class 2 contains 155944 members 
Entering Unmasked Estep 
Score: -32589240.000000 Penalty: 4121.330566
	Iteration 100F: 3 clusters Score -3.258924e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165705 members 
Mstep: Class 2 contains 155880 members 
Entering Unmasked Estep 
Score: -32589238.000000 Penalty: 4121.330566
	Iteration 101Q: 3 clusters Score -3.258924e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165779 members 
Mstep: Class 2 contains 155806 members 
Entering Unmasked Estep 
Score: -32589270.000000 Penalty: 4121.330566
	Iteration 102Q: 3 clusters Score -3.258927e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 155736 members 
Entering Unmasked Estep 
Score: -32589284.000000 Penalty: 4121.330566
	Iteration 103Q: 3 clusters Score -3.258928e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165911 members 
Mstep: Class 2 contains 155674 members 
Entering Unmasked Estep 
Score: -32589276.000000 Penalty: 4121.330566
	Iteration 104Q: 3 clusters Score -3.258928e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165979 members 
Mstep: Class 2 contains 155606 members 
Entering Unmasked Estep 
Score: -32589316.000000 Penalty: 4121.330566
	Iteration 105Q: 3 clusters Score -3.258932e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166058 members 
Mstep: Class 2 contains 155527 members 
Entering Unmasked Estep 
Score: -32589300.000000 Penalty: 4121.330566
	Iteration 106Q: 3 clusters Score -3.25893e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166149 members 
Mstep: Class 2 contains 155436 members 
Entering Unmasked Estep 
Score: -32589292.000000 Penalty: 4121.330566
	Iteration 107Q: 3 clusters Score -3.258929e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166236 members 
Mstep: Class 2 contains 155349 members 
Entering Unmasked Estep 
Score: -32589274.000000 Penalty: 4121.330566
	Iteration 108Q: 3 clusters Score -3.258927e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166321 members 
Mstep: Class 2 contains 155264 members 
Entering Unmasked Estep 
Score: -32589294.000000 Penalty: 4121.330566
	Iteration 109Q: 3 clusters Score -3.258929e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166417 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -32589340.000000 Penalty: 4121.330566
	Iteration 110Q: 3 clusters Score -3.258934e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166504 members 
Mstep: Class 2 contains 155081 members 
Entering Unmasked Estep 
Score: -32589344.000000 Penalty: 4121.330566
	Iteration 111Q: 3 clusters Score -3.258934e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -32589326.000000 Penalty: 4121.330566
	Iteration 112Q: 3 clusters Score -3.258933e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166722 members 
Mstep: Class 2 contains 154863 members 
Entering Unmasked Estep 
Score: -32589348.000000 Penalty: 4121.330566
	Iteration 113Q: 3 clusters Score -3.258935e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166824 members 
Mstep: Class 2 contains 154761 members 
Entering Unmasked Estep 
Score: -32589350.000000 Penalty: 4121.330566
	Iteration 114Q: 3 clusters Score -3.258935e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166914 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -32589316.000000 Penalty: 4121.330566
	Iteration 115Q: 3 clusters Score -3.258932e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167008 members 
Mstep: Class 2 contains 154577 members 
Entering Unmasked Estep 
Score: -32589322.000000 Penalty: 4121.330566
	Iteration 116Q: 3 clusters Score -3.258932e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167104 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -32589326.000000 Penalty: 4121.330566
	Iteration 117Q: 3 clusters Score -3.258933e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167211 members 
Mstep: Class 2 contains 154374 members 
Entering Unmasked Estep 
Score: -32589346.000000 Penalty: 4121.330566
	Iteration 118Q: 3 clusters Score -3.258935e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167310 members 
Mstep: Class 2 contains 154275 members 
Entering Unmasked Estep 
Score: -32589362.000000 Penalty: 4121.330566
	Iteration 119Q: 3 clusters Score -3.258936e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167406 members 
Mstep: Class 2 contains 154179 members 
Entering Unmasked Estep 
Score: -32589374.000000 Penalty: 4121.330566
	Iteration 120F: 3 clusters Score -3.258937e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 154091 members 
Entering Unmasked Estep 
Score: -32589374.000000 Penalty: 4121.330566
	Iteration 121Q: 3 clusters Score -3.258937e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167599 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -32589412.000000 Penalty: 4121.330566
	Iteration 122Q: 3 clusters Score -3.258941e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 153900 members 
Entering Unmasked Estep 
Score: -32589400.000000 Penalty: 4121.330566
	Iteration 123Q: 3 clusters Score -3.25894e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167788 members 
Mstep: Class 2 contains 153797 members 
Entering Unmasked Estep 
Score: -32589436.000000 Penalty: 4121.330566
	Iteration 124Q: 3 clusters Score -3.258944e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167871 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -32589404.000000 Penalty: 4121.330566
	Iteration 125Q: 3 clusters Score -3.25894e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167957 members 
Mstep: Class 2 contains 153628 members 
Entering Unmasked Estep 
Score: -32589410.000000 Penalty: 4121.330566
	Iteration 126Q: 3 clusters Score -3.258941e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -32589408.000000 Penalty: 4121.330566
	Iteration 127Q: 3 clusters Score -3.258941e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168174 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -32589412.000000 Penalty: 4121.330566
	Iteration 128Q: 3 clusters Score -3.258941e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168291 members 
Mstep: Class 2 contains 153294 members 
Entering Unmasked Estep 
Score: -32589420.000000 Penalty: 4121.330566
	Iteration 129Q: 3 clusters Score -3.258942e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Mstep: Class 2 contains 153187 members 
Entering Unmasked Estep 
Score: -32589442.000000 Penalty: 4121.330566
	Iteration 130Q: 3 clusters Score -3.258944e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 153096 members 
Entering Unmasked Estep 
Score: -32589466.000000 Penalty: 4121.330566
	Iteration 131Q: 3 clusters Score -3.258947e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168569 members 
Mstep: Class 2 contains 153016 members 
Entering Unmasked Estep 
Score: -32589482.000000 Penalty: 4121.330566
	Iteration 132Q: 3 clusters Score -3.258948e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168637 members 
Mstep: Class 2 contains 152948 members 
Entering Unmasked Estep 
Score: -32589498.000000 Penalty: 4121.330566
	Iteration 133Q: 3 clusters Score -3.25895e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168714 members 
Mstep: Class 2 contains 152871 members 
Entering Unmasked Estep 
Score: -32589550.000000 Penalty: 4121.330566
	Iteration 134Q: 3 clusters Score -3.258955e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -32589492.000000 Penalty: 4121.330566
	Iteration 135Q: 3 clusters Score -3.258949e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168908 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -32589480.000000 Penalty: 4121.330566
	Iteration 136Q: 3 clusters Score -3.258948e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168993 members 
Mstep: Class 2 contains 152592 members 
Entering Unmasked Estep 
Score: -32589478.000000 Penalty: 4121.330566
	Iteration 137Q: 3 clusters Score -3.258948e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169075 members 
Mstep: Class 2 contains 152510 members 
Entering Unmasked Estep 
Score: -32589480.000000 Penalty: 4121.330566
	Iteration 138Q: 3 clusters Score -3.258948e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169158 members 
Mstep: Class 2 contains 152427 members 
Entering Unmasked Estep 
Score: -32589484.000000 Penalty: 4121.330566
	Iteration 139Q: 3 clusters Score -3.258948e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169228 members 
Mstep: Class 2 contains 152357 members 
Entering Unmasked Estep 
Score: -32589500.000000 Penalty: 4121.330566
	Iteration 140F: 3 clusters Score -3.25895e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169304 members 
Mstep: Class 2 contains 152281 members 
Entering Unmasked Estep 
Score: -32589520.000000 Penalty: 4121.330566
	Iteration 141Q: 3 clusters Score -3.258952e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169380 members 
Mstep: Class 2 contains 152205 members 
Entering Unmasked Estep 
Score: -32589556.000000 Penalty: 4121.330566
	Iteration 142Q: 3 clusters Score -3.258956e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169463 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -32589548.000000 Penalty: 4121.330566
	Iteration 143Q: 3 clusters Score -3.258955e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 152055 members 
Entering Unmasked Estep 
Score: -32589530.000000 Penalty: 4121.330566
	Iteration 144Q: 3 clusters Score -3.258953e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169603 members 
Mstep: Class 2 contains 151982 members 
Entering Unmasked Estep 
Score: -32589472.000000 Penalty: 4121.330566
	Iteration 145Q: 3 clusters Score -3.258947e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169680 members 
Mstep: Class 2 contains 151905 members 
Entering Unmasked Estep 
Score: -32589456.000000 Penalty: 4121.330566
	Iteration 146Q: 3 clusters Score -3.258946e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169763 members 
Mstep: Class 2 contains 151822 members 
Entering Unmasked Estep 
Score: -32589490.000000 Penalty: 4121.330566
	Iteration 147Q: 3 clusters Score -3.258949e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169848 members 
Mstep: Class 2 contains 151737 members 
Entering Unmasked Estep 
Score: -32589534.000000 Penalty: 4121.330566
	Iteration 148Q: 3 clusters Score -3.258953e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169929 members 
Mstep: Class 2 contains 151656 members 
Entering Unmasked Estep 
Score: -32589544.000000 Penalty: 4121.330566
	Iteration 149Q: 3 clusters Score -3.258954e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169996 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
Score: -32589564.000000 Penalty: 4121.330566
	Iteration 150Q: 3 clusters Score -3.258956e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170066 members 
Mstep: Class 2 contains 151519 members 
Entering Unmasked Estep 
Score: -32589540.000000 Penalty: 4121.330566
	Iteration 151Q: 3 clusters Score -3.258954e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170132 members 
Mstep: Class 2 contains 151453 members 
Entering Unmasked Estep 
Score: -32589542.000000 Penalty: 4121.330566
	Iteration 152Q: 3 clusters Score -3.258954e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170205 members 
Mstep: Class 2 contains 151380 members 
Entering Unmasked Estep 
Score: -32589536.000000 Penalty: 4121.330566
	Iteration 153Q: 3 clusters Score -3.258954e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170284 members 
Mstep: Class 2 contains 151301 members 
Entering Unmasked Estep 
Score: -32589512.000000 Penalty: 4121.330566
	Iteration 154Q: 3 clusters Score -3.258951e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 151216 members 
Entering Unmasked Estep 
Score: -32589518.000000 Penalty: 4121.330566
	Iteration 155Q: 3 clusters Score -3.258952e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170459 members 
Mstep: Class 2 contains 151126 members 
Entering Unmasked Estep 
Score: -32589490.000000 Penalty: 4121.330566
	Iteration 156Q: 3 clusters Score -3.258949e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170547 members 
Mstep: Class 2 contains 151038 members 
Entering Unmasked Estep 
Score: -32589494.000000 Penalty: 4121.330566
	Iteration 157Q: 3 clusters Score -3.258949e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170638 members 
Mstep: Class 2 contains 150947 members 
Entering Unmasked Estep 
Score: -32589480.000000 Penalty: 4121.330566
	Iteration 158Q: 3 clusters Score -3.258948e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170710 members 
Mstep: Class 2 contains 150875 members 
Entering Unmasked Estep 
Score: -32589512.000000 Penalty: 4121.330566
	Iteration 159Q: 3 clusters Score -3.258951e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170794 members 
Mstep: Class 2 contains 150791 members 
Entering Unmasked Estep 
Score: -32589490.000000 Penalty: 4121.330566
	Iteration 160F: 3 clusters Score -3.258949e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170873 members 
Mstep: Class 2 contains 150712 members 
Entering Unmasked Estep 
Score: -32589482.000000 Penalty: 4121.330566
	Iteration 161Q: 3 clusters Score -3.258948e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170970 members 
Mstep: Class 2 contains 150615 members 
Entering Unmasked Estep 
Score: -32589468.000000 Penalty: 4121.330566
	Iteration 162Q: 3 clusters Score -3.258947e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171078 members 
Mstep: Class 2 contains 150507 members 
Entering Unmasked Estep 
Score: -32589466.000000 Penalty: 4121.330566
	Iteration 163Q: 3 clusters Score -3.258947e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -32589470.000000 Penalty: 4121.330566
	Iteration 164Q: 3 clusters Score -3.258947e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 150299 members 
Entering Unmasked Estep 
Score: -32589458.000000 Penalty: 4121.330566
	Iteration 165Q: 3 clusters Score -3.258946e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171383 members 
Mstep: Class 2 contains 150202 members 
Entering Unmasked Estep 
Score: -32589466.000000 Penalty: 4121.330566
	Iteration 166Q: 3 clusters Score -3.258947e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171499 members 
Mstep: Class 2 contains 150086 members 
Entering Unmasked Estep 
Score: -32589462.000000 Penalty: 4121.330566
	Iteration 167Q: 3 clusters Score -3.258946e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171602 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -32589500.000000 Penalty: 4121.330566
	Iteration 168Q: 3 clusters Score -3.25895e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171706 members 
Mstep: Class 2 contains 149879 members 
Entering Unmasked Estep 
Score: -32589514.000000 Penalty: 4121.330566
	Iteration 169Q: 3 clusters Score -3.258951e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171832 members 
Mstep: Class 2 contains 149753 members 
Entering Unmasked Estep 
Score: -32589546.000000 Penalty: 4121.330566
	Iteration 170Q: 3 clusters Score -3.258955e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171930 members 
Mstep: Class 2 contains 149655 members 
Entering Unmasked Estep 
Score: -32589538.000000 Penalty: 4121.330566
	Iteration 171Q: 3 clusters Score -3.258954e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172036 members 
Mstep: Class 2 contains 149549 members 
Entering Unmasked Estep 
Score: -32589584.000000 Penalty: 4121.330566
	Iteration 172Q: 3 clusters Score -3.258958e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172144 members 
Mstep: Class 2 contains 149441 members 
Entering Unmasked Estep 
Score: -32589594.000000 Penalty: 4121.330566
	Iteration 173Q: 3 clusters Score -3.258959e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172246 members 
Mstep: Class 2 contains 149339 members 
Entering Unmasked Estep 
Score: -32589584.000000 Penalty: 4121.330566
	Iteration 174Q: 3 clusters Score -3.258958e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172331 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -32589604.000000 Penalty: 4121.330566
	Iteration 175Q: 3 clusters Score -3.25896e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172436 members 
Mstep: Class 2 contains 149149 members 
Entering Unmasked Estep 
Score: -32589622.000000 Penalty: 4121.330566
	Iteration 176Q: 3 clusters Score -3.258962e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172532 members 
Mstep: Class 2 contains 149053 members 
Entering Unmasked Estep 
Score: -32589614.000000 Penalty: 4121.330566
	Iteration 177Q: 3 clusters Score -3.258961e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172619 members 
Mstep: Class 2 contains 148966 members 
Entering Unmasked Estep 
Score: -32589600.000000 Penalty: 4121.330566
	Iteration 178Q: 3 clusters Score -3.25896e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172709 members 
Mstep: Class 2 contains 148876 members 
Entering Unmasked Estep 
Score: -32589624.000000 Penalty: 4121.330566
	Iteration 179Q: 3 clusters Score -3.258962e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172815 members 
Mstep: Class 2 contains 148770 members 
Entering Unmasked Estep 
Score: -32589606.000000 Penalty: 4121.330566
	Iteration 180F: 3 clusters Score -3.258961e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172913 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -32589620.000000 Penalty: 4121.330566
	Iteration 181Q: 3 clusters Score -3.258962e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172999 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -32589634.000000 Penalty: 4121.330566
	Iteration 182Q: 3 clusters Score -3.258963e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173084 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -32589586.000000 Penalty: 4121.330566
	Iteration 183Q: 3 clusters Score -3.258959e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173167 members 
Mstep: Class 2 contains 148418 members 
Entering Unmasked Estep 
Score: -32589570.000000 Penalty: 4121.330566
	Iteration 184Q: 3 clusters Score -3.258957e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173252 members 
Mstep: Class 2 contains 148333 members 
Entering Unmasked Estep 
Score: -32589576.000000 Penalty: 4121.330566
	Iteration 185Q: 3 clusters Score -3.258958e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173322 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
Score: -32589582.000000 Penalty: 4121.330566
	Iteration 186Q: 3 clusters Score -3.258958e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 148200 members 
Entering Unmasked Estep 
Score: -32589572.000000 Penalty: 4121.330566
	Iteration 187Q: 3 clusters Score -3.258957e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173453 members 
Mstep: Class 2 contains 148132 members 
Entering Unmasked Estep 
Score: -32589594.000000 Penalty: 4121.330566
	Iteration 188Q: 3 clusters Score -3.258959e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173535 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -32589608.000000 Penalty: 4121.330566
	Iteration 189Q: 3 clusters Score -3.258961e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173617 members 
Mstep: Class 2 contains 147968 members 
Entering Unmasked Estep 
Score: -32589624.000000 Penalty: 4121.330566
	Iteration 190Q: 3 clusters Score -3.258962e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173689 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -32589616.000000 Penalty: 4121.330566
	Iteration 191Q: 3 clusters Score -3.258962e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173772 members 
Mstep: Class 2 contains 147813 members 
Entering Unmasked Estep 
Score: -32589688.000000 Penalty: 4121.330566
	Iteration 192Q: 3 clusters Score -3.258969e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173855 members 
Mstep: Class 2 contains 147730 members 
Entering Unmasked Estep 
Score: -32589680.000000 Penalty: 4121.330566
	Iteration 193Q: 3 clusters Score -3.258968e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173948 members 
Mstep: Class 2 contains 147637 members 
Entering Unmasked Estep 
Score: -32589682.000000 Penalty: 4121.330566
	Iteration 194Q: 3 clusters Score -3.258968e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174038 members 
Mstep: Class 2 contains 147547 members 
Entering Unmasked Estep 
Score: -32589712.000000 Penalty: 4121.330566
	Iteration 195Q: 3 clusters Score -3.258971e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174140 members 
Mstep: Class 2 contains 147445 members 
Entering Unmasked Estep 
Score: -32589728.000000 Penalty: 4121.330566
	Iteration 196Q: 3 clusters Score -3.258973e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174236 members 
Mstep: Class 2 contains 147349 members 
Entering Unmasked Estep 
Score: -32589732.000000 Penalty: 4121.330566
	Iteration 197Q: 3 clusters Score -3.258973e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174347 members 
Mstep: Class 2 contains 147238 members 
Entering Unmasked Estep 
Score: -32589716.000000 Penalty: 4121.330566
	Iteration 198Q: 3 clusters Score -3.258972e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174461 members 
Mstep: Class 2 contains 147124 members 
Entering Unmasked Estep 
Score: -32589718.000000 Penalty: 4121.330566
	Iteration 199Q: 3 clusters Score -3.258972e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174590 members 
Mstep: Class 2 contains 146995 members 
Entering Unmasked Estep 
Score: -32589714.000000 Penalty: 4121.330566
	Iteration 200F: 3 clusters Score -3.258971e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174717 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -32589732.000000 Penalty: 4121.330566
	Iteration 201Q: 3 clusters Score -3.258973e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 146752 members 
Entering Unmasked Estep 
Score: -32589724.000000 Penalty: 4121.330566
	Iteration 202Q: 3 clusters Score -3.258972e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174939 members 
Mstep: Class 2 contains 146646 members 
Entering Unmasked Estep 
Score: -32589690.000000 Penalty: 4121.330566
	Iteration 203Q: 3 clusters Score -3.258969e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 146522 members 
Entering Unmasked Estep 
Score: -32589708.000000 Penalty: 4121.330566
	Iteration 204Q: 3 clusters Score -3.258971e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175176 members 
Mstep: Class 2 contains 146409 members 
Entering Unmasked Estep 
Score: -32589708.000000 Penalty: 4121.330566
	Iteration 205Q: 3 clusters Score -3.258971e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175293 members 
Mstep: Class 2 contains 146292 members 
Entering Unmasked Estep 
Score: -32589718.000000 Penalty: 4121.330566
	Iteration 206Q: 3 clusters Score -3.258972e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175413 members 
Mstep: Class 2 contains 146172 members 
Entering Unmasked Estep 
Score: -32589744.000000 Penalty: 4121.330566
	Iteration 207Q: 3 clusters Score -3.258974e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175543 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -32589734.000000 Penalty: 4121.330566
	Iteration 208Q: 3 clusters Score -3.258973e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175669 members 
Mstep: Class 2 contains 145916 members 
Entering Unmasked Estep 
Score: -32589762.000000 Penalty: 4121.330566
	Iteration 209Q: 3 clusters Score -3.258976e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175785 members 
Mstep: Class 2 contains 145800 members 
Entering Unmasked Estep 
Score: -32589762.000000 Penalty: 4121.330566
	Iteration 210Q: 3 clusters Score -3.258976e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 145674 members 
Entering Unmasked Estep 
Score: -32589796.000000 Penalty: 4121.330566
	Iteration 211Q: 3 clusters Score -3.25898e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176029 members 
Mstep: Class 2 contains 145556 members 
Entering Unmasked Estep 
Score: -32589778.000000 Penalty: 4121.330566
	Iteration 212Q: 3 clusters Score -3.258978e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -32589782.000000 Penalty: 4121.330566
	Iteration 213Q: 3 clusters Score -3.258978e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176320 members 
Mstep: Class 2 contains 145265 members 
Entering Unmasked Estep 
Score: -32589826.000000 Penalty: 4121.330566
	Iteration 214Q: 3 clusters Score -3.258983e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 145124 members 
Entering Unmasked Estep 
Score: -32589872.000000 Penalty: 4121.330566
	Iteration 215Q: 3 clusters Score -3.258987e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 144988 members 
Entering Unmasked Estep 
Score: -32589844.000000 Penalty: 4121.330566
	Iteration 216Q: 3 clusters Score -3.258984e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176732 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -32589854.000000 Penalty: 4121.330566
	Iteration 217Q: 3 clusters Score -3.258985e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176885 members 
Mstep: Class 2 contains 144700 members 
Entering Unmasked Estep 
Score: -32589854.000000 Penalty: 4121.330566
	Iteration 218Q: 3 clusters Score -3.258985e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 144550 members 
Entering Unmasked Estep 
Score: -32589838.000000 Penalty: 4121.330566
	Iteration 219Q: 3 clusters Score -3.258984e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177186 members 
Mstep: Class 2 contains 144399 members 
Entering Unmasked Estep 
Score: -32589902.000000 Penalty: 4121.330566
	Iteration 220F: 3 clusters Score -3.25899e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177343 members 
Mstep: Class 2 contains 144242 members 
Entering Unmasked Estep 
Score: -32589902.000000 Penalty: 4121.330566
	Iteration 221Q: 3 clusters Score -3.25899e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177509 members 
Mstep: Class 2 contains 144076 members 
Entering Unmasked Estep 
Score: -32589954.000000 Penalty: 4121.330566
	Iteration 222Q: 3 clusters Score -3.258995e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177651 members 
Mstep: Class 2 contains 143934 members 
Entering Unmasked Estep 
Score: -32589970.000000 Penalty: 4121.330566
	Iteration 223Q: 3 clusters Score -3.258997e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177784 members 
Mstep: Class 2 contains 143801 members 
Entering Unmasked Estep 
Score: -32589978.000000 Penalty: 4121.330566
	Iteration 224Q: 3 clusters Score -3.258998e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177916 members 
Mstep: Class 2 contains 143669 members 
Entering Unmasked Estep 
Score: -32589980.000000 Penalty: 4121.330566
	Iteration 225Q: 3 clusters Score -3.258998e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178059 members 
Mstep: Class 2 contains 143526 members 
Entering Unmasked Estep 
Score: -32590012.000000 Penalty: 4121.330566
	Iteration 226Q: 3 clusters Score -3.259001e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178201 members 
Mstep: Class 2 contains 143384 members 
Entering Unmasked Estep 
Score: -32590048.000000 Penalty: 4121.330566
	Iteration 227Q: 3 clusters Score -3.259005e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -32590016.000000 Penalty: 4121.330566
	Iteration 228Q: 3 clusters Score -3.259002e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178431 members 
Mstep: Class 2 contains 143154 members 
Entering Unmasked Estep 
Score: -32590038.000000 Penalty: 4121.330566
	Iteration 229Q: 3 clusters Score -3.259004e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178557 members 
Mstep: Class 2 contains 143028 members 
Entering Unmasked Estep 
Score: -32590060.000000 Penalty: 4121.330566
	Iteration 230Q: 3 clusters Score -3.259006e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178697 members 
Mstep: Class 2 contains 142888 members 
Entering Unmasked Estep 
Score: -32590038.000000 Penalty: 4121.330566
	Iteration 231Q: 3 clusters Score -3.259004e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178826 members 
Mstep: Class 2 contains 142759 members 
Entering Unmasked Estep 
Score: -32590048.000000 Penalty: 4121.330566
	Iteration 232Q: 3 clusters Score -3.259005e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178963 members 
Mstep: Class 2 contains 142622 members 
Entering Unmasked Estep 
Score: -32590048.000000 Penalty: 4121.330566
	Iteration 233Q: 3 clusters Score -3.259005e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179097 members 
Mstep: Class 2 contains 142488 members 
Entering Unmasked Estep 
Score: -32590010.000000 Penalty: 4121.330566
	Iteration 234Q: 3 clusters Score -3.259001e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 142325 members 
Entering Unmasked Estep 
Score: -32590014.000000 Penalty: 4121.330566
	Iteration 235Q: 3 clusters Score -3.259001e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179411 members 
Mstep: Class 2 contains 142174 members 
Entering Unmasked Estep 
Score: -32590030.000000 Penalty: 4121.330566
	Iteration 236Q: 3 clusters Score -3.259003e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179566 members 
Mstep: Class 2 contains 142019 members 
Entering Unmasked Estep 
Score: -32589978.000000 Penalty: 4121.330566
	Iteration 237Q: 3 clusters Score -3.258998e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179720 members 
Mstep: Class 2 contains 141865 members 
Entering Unmasked Estep 
Score: -32589978.000000 Penalty: 4121.330566
	Iteration 238Q: 3 clusters Score -3.258998e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179888 members 
Mstep: Class 2 contains 141697 members 
Entering Unmasked Estep 
Score: -32590000.000000 Penalty: 4121.330566
	Iteration 239Q: 3 clusters Score -3.259e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180063 members 
Mstep: Class 2 contains 141522 members 
Entering Unmasked Estep 
Score: -32590052.000000 Penalty: 4121.330566
	Iteration 240F: 3 clusters Score -3.259005e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180215 members 
Mstep: Class 2 contains 141370 members 
Entering Unmasked Estep 
Score: -32590010.000000 Penalty: 4121.330566
	Iteration 241Q: 3 clusters Score -3.259001e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180379 members 
Mstep: Class 2 contains 141206 members 
Entering Unmasked Estep 
Score: -32590020.000000 Penalty: 4121.330566
	Iteration 242Q: 3 clusters Score -3.259002e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180522 members 
Mstep: Class 2 contains 141063 members 
Entering Unmasked Estep 
Score: -32589982.000000 Penalty: 4121.330566
	Iteration 243Q: 3 clusters Score -3.258998e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -32589934.000000 Penalty: 4121.330566
	Iteration 244Q: 3 clusters Score -3.258993e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180806 members 
Mstep: Class 2 contains 140779 members 
Entering Unmasked Estep 
Score: -32589892.000000 Penalty: 4121.330566
	Iteration 245Q: 3 clusters Score -3.258989e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180947 members 
Mstep: Class 2 contains 140638 members 
Entering Unmasked Estep 
Score: -32589914.000000 Penalty: 4121.330566
	Iteration 246Q: 3 clusters Score -3.258991e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181103 members 
Mstep: Class 2 contains 140482 members 
Entering Unmasked Estep 
Score: -32589884.000000 Penalty: 4121.330566
	Iteration 247Q: 3 clusters Score -3.258988e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181287 members 
Mstep: Class 2 contains 140298 members 
Entering Unmasked Estep 
Score: -32589962.000000 Penalty: 4121.330566
	Iteration 248Q: 3 clusters Score -3.258996e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181484 members 
Mstep: Class 2 contains 140101 members 
Entering Unmasked Estep 
Score: -32589968.000000 Penalty: 4121.330566
	Iteration 249Q: 3 clusters Score -3.258997e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181693 members 
Mstep: Class 2 contains 139892 members 
Entering Unmasked Estep 
Score: -32589978.000000 Penalty: 4121.330566
	Iteration 250Q: 3 clusters Score -3.258998e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181935 members 
Mstep: Class 2 contains 139650 members 
Entering Unmasked Estep 
Score: -32589936.000000 Penalty: 4121.330566
	Iteration 251Q: 3 clusters Score -3.258994e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182213 members 
Mstep: Class 2 contains 139372 members 
Entering Unmasked Estep 
Score: -32589972.000000 Penalty: 4121.330566
	Iteration 252Q: 3 clusters Score -3.258997e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182483 members 
Mstep: Class 2 contains 139102 members 
Entering Unmasked Estep 
Score: -32589980.000000 Penalty: 4121.330566
	Iteration 253Q: 3 clusters Score -3.258998e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182755 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -32590010.000000 Penalty: 4121.330566
	Iteration 254Q: 3 clusters Score -3.259001e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 138532 members 
Entering Unmasked Estep 
Score: -32590088.000000 Penalty: 4121.330566
	Iteration 255Q: 3 clusters Score -3.259009e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183340 members 
Mstep: Class 2 contains 138245 members 
Entering Unmasked Estep 
Score: -32590086.000000 Penalty: 4121.330566
	Iteration 256Q: 3 clusters Score -3.259009e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183638 members 
Mstep: Class 2 contains 137947 members 
Entering Unmasked Estep 
Score: -32590084.000000 Penalty: 4121.330566
	Iteration 257Q: 3 clusters Score -3.259008e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183931 members 
Mstep: Class 2 contains 137654 members 
Entering Unmasked Estep 
Score: -32590034.000000 Penalty: 4121.330566
	Iteration 258Q: 3 clusters Score -3.259003e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184249 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -32590062.000000 Penalty: 4121.330566
	Iteration 259Q: 3 clusters Score -3.259006e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184605 members 
Mstep: Class 2 contains 136980 members 
Entering Unmasked Estep 
Score: -32590132.000000 Penalty: 4121.330566
	Iteration 260F: 3 clusters Score -3.259013e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184957 members 
Mstep: Class 2 contains 136628 members 
Entering Unmasked Estep 
Score: -32590152.000000 Penalty: 4121.330566
	Iteration 261Q: 3 clusters Score -3.259015e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185302 members 
Mstep: Class 2 contains 136283 members 
Entering Unmasked Estep 
Score: -32590104.000000 Penalty: 4121.330566
	Iteration 262Q: 3 clusters Score -3.25901e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185625 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -32590140.000000 Penalty: 4121.330566
	Iteration 263Q: 3 clusters Score -3.259014e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185963 members 
Mstep: Class 2 contains 135622 members 
Entering Unmasked Estep 
Score: -32590150.000000 Penalty: 4121.330566
	Iteration 264Q: 3 clusters Score -3.259015e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186307 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -32590226.000000 Penalty: 4121.330566
	Iteration 265Q: 3 clusters Score -3.259023e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186675 members 
Mstep: Class 2 contains 134910 members 
Entering Unmasked Estep 
Score: -32590236.000000 Penalty: 4121.330566
	Iteration 266Q: 3 clusters Score -3.259024e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187065 members 
Mstep: Class 2 contains 134520 members 
Entering Unmasked Estep 
Score: -32590180.000000 Penalty: 4121.330566
	Iteration 267Q: 3 clusters Score -3.259018e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187468 members 
Mstep: Class 2 contains 134117 members 
Entering Unmasked Estep 
Score: -32590200.000000 Penalty: 4121.330566
	Iteration 268Q: 3 clusters Score -3.25902e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187871 members 
Mstep: Class 2 contains 133714 members 
Entering Unmasked Estep 
Score: -32590172.000000 Penalty: 4121.330566
	Iteration 269Q: 3 clusters Score -3.259017e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188281 members 
Mstep: Class 2 contains 133304 members 
Entering Unmasked Estep 
Score: -32590134.000000 Penalty: 4121.330566
	Iteration 270Q: 3 clusters Score -3.259013e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188676 members 
Mstep: Class 2 contains 132909 members 
Entering Unmasked Estep 
Score: -32590120.000000 Penalty: 4121.330566
	Iteration 271Q: 3 clusters Score -3.259012e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189062 members 
Mstep: Class 2 contains 132523 members 
Entering Unmasked Estep 
Score: -32590100.000000 Penalty: 4121.330566
	Iteration 272Q: 3 clusters Score -3.25901e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189464 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -32590124.000000 Penalty: 4121.330566
	Iteration 273Q: 3 clusters Score -3.259012e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189890 members 
Mstep: Class 2 contains 131695 members 
Entering Unmasked Estep 
Score: -32590162.000000 Penalty: 4121.330566
	Iteration 274Q: 3 clusters Score -3.259016e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190320 members 
Mstep: Class 2 contains 131265 members 
Entering Unmasked Estep 
Score: -32590164.000000 Penalty: 4121.330566
	Iteration 275Q: 3 clusters Score -3.259016e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190744 members 
Mstep: Class 2 contains 130841 members 
Entering Unmasked Estep 
Score: -32590178.000000 Penalty: 4121.330566
	Iteration 276Q: 3 clusters Score -3.259018e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191221 members 
Mstep: Class 2 contains 130364 members 
Entering Unmasked Estep 
Score: -32590216.000000 Penalty: 4121.330566
	Iteration 277Q: 3 clusters Score -3.259022e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191697 members 
Mstep: Class 2 contains 129888 members 
Entering Unmasked Estep 
Score: -32590358.000000 Penalty: 4121.330566
	Iteration 278Q: 3 clusters Score -3.259036e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192164 members 
Mstep: Class 2 contains 129421 members 
Entering Unmasked Estep 
Score: -32590354.000000 Penalty: 4121.330566
	Iteration 279Q: 3 clusters Score -3.259035e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192617 members 
Mstep: Class 2 contains 128968 members 
Entering Unmasked Estep 
Score: -32590404.000000 Penalty: 4121.330566
	Iteration 280F: 3 clusters Score -3.25904e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193053 members 
Mstep: Class 2 contains 128532 members 
Entering Unmasked Estep 
Score: -32590374.000000 Penalty: 4121.330566
	Iteration 281Q: 3 clusters Score -3.259037e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193464 members 
Mstep: Class 2 contains 128121 members 
Entering Unmasked Estep 
Score: -32590356.000000 Penalty: 4121.330566
	Iteration 282Q: 3 clusters Score -3.259036e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193912 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -32590338.000000 Penalty: 4121.330566
	Iteration 283Q: 3 clusters Score -3.259034e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194367 members 
Mstep: Class 2 contains 127218 members 
Entering Unmasked Estep 
Score: -32590316.000000 Penalty: 4121.330566
	Iteration 284Q: 3 clusters Score -3.259032e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194804 members 
Mstep: Class 2 contains 126781 members 
Entering Unmasked Estep 
Score: -32590296.000000 Penalty: 4121.330566
	Iteration 285Q: 3 clusters Score -3.25903e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195259 members 
Mstep: Class 2 contains 126326 members 
Entering Unmasked Estep 
Score: -32590334.000000 Penalty: 4121.330566
	Iteration 286Q: 3 clusters Score -3.259033e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195723 members 
Mstep: Class 2 contains 125862 members 
Entering Unmasked Estep 
Score: -32590300.000000 Penalty: 4121.330566
	Iteration 287Q: 3 clusters Score -3.25903e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196209 members 
Mstep: Class 2 contains 125376 members 
Entering Unmasked Estep 
Score: -32590310.000000 Penalty: 4121.330566
	Iteration 288Q: 3 clusters Score -3.259031e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196716 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -32590328.000000 Penalty: 4121.330566
	Iteration 289Q: 3 clusters Score -3.259033e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197259 members 
Mstep: Class 2 contains 124326 members 
Entering Unmasked Estep 
Score: -32590346.000000 Penalty: 4121.330566
	Iteration 290Q: 3 clusters Score -3.259035e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197780 members 
Mstep: Class 2 contains 123805 members 
Entering Unmasked Estep 
Score: -32590342.000000 Penalty: 4121.330566
	Iteration 291Q: 3 clusters Score -3.259034e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198267 members 
Mstep: Class 2 contains 123318 members 
Entering Unmasked Estep 
Score: -32590366.000000 Penalty: 4121.330566
	Iteration 292Q: 3 clusters Score -3.259037e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198758 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -32590378.000000 Penalty: 4121.330566
	Iteration 293Q: 3 clusters Score -3.259038e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199247 members 
Mstep: Class 2 contains 122338 members 
Entering Unmasked Estep 
Score: -32590378.000000 Penalty: 4121.330566
	Iteration 294Q: 3 clusters Score -3.259038e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199758 members 
Mstep: Class 2 contains 121827 members 
Entering Unmasked Estep 
Score: -32590446.000000 Penalty: 4121.330566
	Iteration 295Q: 3 clusters Score -3.259045e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200291 members 
Mstep: Class 2 contains 121294 members 
Entering Unmasked Estep 
Score: -32590540.000000 Penalty: 4121.330566
	Iteration 296Q: 3 clusters Score -3.259054e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200852 members 
Mstep: Class 2 contains 120733 members 
Entering Unmasked Estep 
Score: -32590556.000000 Penalty: 4121.330566
	Iteration 297Q: 3 clusters Score -3.259056e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201450 members 
Mstep: Class 2 contains 120135 members 
Entering Unmasked Estep 
Score: -32590658.000000 Penalty: 4121.330566
	Iteration 298Q: 3 clusters Score -3.259066e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202029 members 
Mstep: Class 2 contains 119556 members 
Entering Unmasked Estep 
Score: -32590632.000000 Penalty: 4121.330566
	Iteration 299Q: 3 clusters Score -3.259063e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202616 members 
Mstep: Class 2 contains 118969 members 
Entering Unmasked Estep 
Score: -32590542.000000 Penalty: 4121.330566
	Iteration 300F: 3 clusters Score -3.259054e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203256 members 
Mstep: Class 2 contains 118329 members 
Entering Unmasked Estep 
Score: -32590570.000000 Penalty: 4121.330566
	Iteration 301Q: 3 clusters Score -3.259057e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203894 members 
Mstep: Class 2 contains 117691 members 
Entering Unmasked Estep 
Score: -32590664.000000 Penalty: 4121.330566
	Iteration 302Q: 3 clusters Score -3.259066e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204544 members 
Mstep: Class 2 contains 117041 members 
Entering Unmasked Estep 
Score: -32590710.000000 Penalty: 4121.330566
	Iteration 303Q: 3 clusters Score -3.259071e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205194 members 
Mstep: Class 2 contains 116391 members 
Entering Unmasked Estep 
Score: -32590720.000000 Penalty: 4121.330566
	Iteration 304Q: 3 clusters Score -3.259072e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205835 members 
Mstep: Class 2 contains 115750 members 
Entering Unmasked Estep 
Score: -32590742.000000 Penalty: 4121.330566
	Iteration 305Q: 3 clusters Score -3.259074e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206492 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
Score: -32590726.000000 Penalty: 4121.330566
	Iteration 306Q: 3 clusters Score -3.259073e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207140 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -32590720.000000 Penalty: 4121.330566
	Iteration 307Q: 3 clusters Score -3.259072e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207811 members 
Mstep: Class 2 contains 113774 members 
Entering Unmasked Estep 
Score: -32590760.000000 Penalty: 4121.330566
	Iteration 308Q: 3 clusters Score -3.259076e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208506 members 
Mstep: Class 2 contains 113079 members 
Entering Unmasked Estep 
Score: -32590778.000000 Penalty: 4121.330566
	Iteration 309Q: 3 clusters Score -3.259078e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209222 members 
Mstep: Class 2 contains 112363 members 
Entering Unmasked Estep 
Score: -32590910.000000 Penalty: 4121.330566
	Iteration 310Q: 3 clusters Score -3.259091e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210009 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -32590928.000000 Penalty: 4121.330566
	Iteration 311Q: 3 clusters Score -3.259093e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210808 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -32591002.000000 Penalty: 4121.330566
	Iteration 312Q: 3 clusters Score -3.2591e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211693 members 
Mstep: Class 2 contains 109892 members 
Entering Unmasked Estep 
Score: -32591022.000000 Penalty: 4121.330566
	Iteration 313Q: 3 clusters Score -3.259102e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212637 members 
Mstep: Class 2 contains 108948 members 
Entering Unmasked Estep 
Score: -32591144.000000 Penalty: 4121.330566
	Iteration 314Q: 3 clusters Score -3.259114e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213620 members 
Mstep: Class 2 contains 107965 members 
Entering Unmasked Estep 
Score: -32591192.000000 Penalty: 4121.330566
	Iteration 315Q: 3 clusters Score -3.259119e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214693 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -32591306.000000 Penalty: 4121.330566
	Iteration 316Q: 3 clusters Score -3.259131e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215817 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -32591410.000000 Penalty: 4121.330566
	Iteration 317Q: 3 clusters Score -3.259141e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216966 members 
Mstep: Class 2 contains 104619 members 
Entering Unmasked Estep 
Score: -32591510.000000 Penalty: 4121.330566
	Iteration 318Q: 3 clusters Score -3.259151e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218161 members 
Mstep: Class 2 contains 103424 members 
Entering Unmasked Estep 
Score: -32591706.000000 Penalty: 4121.330566
	Iteration 319Q: 3 clusters Score -3.259171e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219387 members 
Mstep: Class 2 contains 102198 members 
Entering Unmasked Estep 
Score: -32591816.000000 Penalty: 4121.330566
	Iteration 320F: 3 clusters Score -3.259182e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220706 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -32592056.000000 Penalty: 4121.330566
	Iteration 321Q: 3 clusters Score -3.259206e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222096 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -32592024.000000 Penalty: 4121.330566
	Iteration 322Q: 3 clusters Score -3.259202e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223596 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -32592430.000000 Penalty: 4121.330566
	Iteration 323Q: 3 clusters Score -3.259243e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225175 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -32592510.000000 Penalty: 4121.330566
	Iteration 324Q: 3 clusters Score -3.259251e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226767 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -32592834.000000 Penalty: 4121.330566
	Iteration 325Q: 3 clusters Score -3.259283e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228458 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -32593182.000000 Penalty: 4121.330566
	Iteration 326Q: 3 clusters Score -3.259318e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230340 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -32593428.000000 Penalty: 4121.330566
	Iteration 327Q: 3 clusters Score -3.259343e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232270 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -32593872.000000 Penalty: 4121.330566
	Iteration 328Q: 3 clusters Score -3.259387e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234356 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -32594358.000000 Penalty: 4121.330566
	Iteration 329Q: 3 clusters Score -3.259436e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236466 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -32594908.000000 Penalty: 4121.330566
	Iteration 330Q: 3 clusters Score -3.259491e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238649 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -32595298.000000 Penalty: 4121.330566
	Iteration 331Q: 3 clusters Score -3.25953e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240923 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -32595914.000000 Penalty: 4121.330566
	Iteration 332Q: 3 clusters Score -3.259591e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243262 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -32596544.000000 Penalty: 4121.330566
	Iteration 333Q: 3 clusters Score -3.259654e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245796 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -32597204.000000 Penalty: 4121.330566
	Iteration 334Q: 3 clusters Score -3.25972e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248402 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -32597894.000000 Penalty: 4121.330566
	Iteration 335Q: 3 clusters Score -3.259789e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251048 members 
Mstep: Class 2 contains 70537 members 
Entering Unmasked Estep 
Score: -32598716.000000 Penalty: 4121.330566
	Iteration 336Q: 3 clusters Score -3.259872e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253842 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -32599662.000000 Penalty: 4121.330566
	Iteration 337Q: 3 clusters Score -3.259966e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256677 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -32600678.000000 Penalty: 4121.330566
	Iteration 338Q: 3 clusters Score -3.260068e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259575 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -32601594.000000 Penalty: 4121.330566
	Iteration 339Q: 3 clusters Score -3.260159e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262460 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -32602550.000000 Penalty: 4121.330566
	Iteration 340F: 3 clusters Score -3.260255e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265376 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -32603354.000000 Penalty: 4121.330566
	Iteration 341Q: 3 clusters Score -3.260335e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268273 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -32604328.000000 Penalty: 4121.330566
	Iteration 342Q: 3 clusters Score -3.260433e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271105 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -32605308.000000 Penalty: 4121.330566
	Iteration 343Q: 3 clusters Score -3.260531e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273876 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -32606306.000000 Penalty: 4121.330566
	Iteration 344Q: 3 clusters Score -3.260631e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276623 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -32607214.000000 Penalty: 4121.330566
	Iteration 345Q: 3 clusters Score -3.260721e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279370 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -32608378.000000 Penalty: 4121.330566
	Iteration 346Q: 3 clusters Score -3.260838e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281978 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -32609308.000000 Penalty: 4121.330566
	Iteration 347Q: 3 clusters Score -3.260931e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284529 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -32610108.000000 Penalty: 4121.330566
	Iteration 348Q: 3 clusters Score -3.261011e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286986 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -32611132.000000 Penalty: 4121.330566
	Iteration 349Q: 3 clusters Score -3.261113e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289320 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -32612146.000000 Penalty: 4121.330566
	Iteration 350Q: 3 clusters Score -3.261215e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291557 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -32612926.000000 Penalty: 4121.330566
	Iteration 351Q: 3 clusters Score -3.261293e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293619 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -32613752.000000 Penalty: 4121.330566
	Iteration 352Q: 3 clusters Score -3.261375e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295628 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -32614498.000000 Penalty: 4121.330566
	Iteration 353Q: 3 clusters Score -3.26145e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297502 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -32614944.000000 Penalty: 4121.330566
	Iteration 354Q: 3 clusters Score -3.261494e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299198 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -32615466.000000 Penalty: 4121.330566
	Iteration 355Q: 3 clusters Score -3.261547e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300716 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -32615816.000000 Penalty: 4121.330566
	Iteration 356Q: 3 clusters Score -3.261582e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302115 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -32616062.000000 Penalty: 4121.330566
	Iteration 357Q: 3 clusters Score -3.261606e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303386 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -32616190.000000 Penalty: 4121.330566
	Iteration 358Q: 3 clusters Score -3.261619e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304546 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -32616522.000000 Penalty: 4121.330566
	Iteration 359Q: 3 clusters Score -3.261652e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305605 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -32616844.000000 Penalty: 4121.330566
	Iteration 360F: 3 clusters Score -3.261684e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306546 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -32617302.000000 Penalty: 4121.330566
	Iteration 361Q: 3 clusters Score -3.26173e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307455 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -32617558.000000 Penalty: 4121.330566
	Iteration 362Q: 3 clusters Score -3.261756e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308250 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -32617830.000000 Penalty: 4121.330566
	Iteration 363Q: 3 clusters Score -3.261783e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309036 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -32617990.000000 Penalty: 4121.330566
	Iteration 364Q: 3 clusters Score -3.261799e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309709 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -32618158.000000 Penalty: 4121.330566
	Iteration 365Q: 3 clusters Score -3.261816e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310362 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -32618196.000000 Penalty: 4121.330566
	Iteration 366Q: 3 clusters Score -3.26182e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310941 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -32618236.000000 Penalty: 4121.330566
	Iteration 367Q: 3 clusters Score -3.261824e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311469 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -32618228.000000 Penalty: 4121.330566
	Iteration 368Q: 3 clusters Score -3.261823e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311971 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -32618276.000000 Penalty: 4121.330566
	Iteration 369Q: 3 clusters Score -3.261828e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312389 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -32618232.000000 Penalty: 4121.330566
	Iteration 370Q: 3 clusters Score -3.261823e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312757 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -32618264.000000 Penalty: 4121.330566
	Iteration 371Q: 3 clusters Score -3.261826e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313097 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -32618376.000000 Penalty: 4121.330566
	Iteration 372Q: 3 clusters Score -3.261838e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313369 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -32618394.000000 Penalty: 4121.330566
	Iteration 373Q: 3 clusters Score -3.261839e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313569 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -32618382.000000 Penalty: 4121.330566
	Iteration 374Q: 3 clusters Score -3.261838e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313779 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -32618498.000000 Penalty: 4121.330566
	Iteration 375Q: 3 clusters Score -3.26185e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313976 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -32618458.000000 Penalty: 4121.330566
	Iteration 376Q: 3 clusters Score -3.261846e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314145 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -32618462.000000 Penalty: 4121.330566
	Iteration 377Q: 3 clusters Score -3.261846e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314305 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -32618482.000000 Penalty: 4121.330566
	Iteration 378Q: 3 clusters Score -3.261848e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314450 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -32618452.000000 Penalty: 4121.330566
	Iteration 379Q: 3 clusters Score -3.261845e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314584 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -32618422.000000 Penalty: 4121.330566
	Iteration 380F: 3 clusters Score -3.261842e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314713 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -32618380.000000 Penalty: 4121.330566
	Iteration 381Q: 3 clusters Score -3.261838e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314831 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -32618386.000000 Penalty: 4121.330566
	Iteration 382Q: 3 clusters Score -3.261839e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314944 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -32618382.000000 Penalty: 4121.330566
	Iteration 383Q: 3 clusters Score -3.261838e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315050 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -32618432.000000 Penalty: 4121.330566
	Iteration 384Q: 3 clusters Score -3.261843e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315143 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -32618408.000000 Penalty: 4121.330566
	Iteration 385Q: 3 clusters Score -3.261841e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315248 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -32618376.000000 Penalty: 4121.330566
	Iteration 386Q: 3 clusters Score -3.261838e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315345 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -32618362.000000 Penalty: 4121.330566
	Iteration 387Q: 3 clusters Score -3.261836e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315432 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -32618340.000000 Penalty: 4121.330566
	Iteration 388Q: 3 clusters Score -3.261834e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315505 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -32618314.000000 Penalty: 4121.330566
	Iteration 389Q: 3 clusters Score -3.261831e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315573 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -32618340.000000 Penalty: 4121.330566
	Iteration 390Q: 3 clusters Score -3.261834e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315648 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -32618350.000000 Penalty: 4121.330566
	Iteration 391Q: 3 clusters Score -3.261835e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315721 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -32618292.000000 Penalty: 4121.330566
	Iteration 392Q: 3 clusters Score -3.261829e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315798 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -32618274.000000 Penalty: 4121.330566
	Iteration 393Q: 3 clusters Score -3.261827e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315871 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -32618256.000000 Penalty: 4121.330566
	Iteration 394Q: 3 clusters Score -3.261826e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315941 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -32618234.000000 Penalty: 4121.330566
	Iteration 395Q: 3 clusters Score -3.261823e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315992 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -32618208.000000 Penalty: 4121.330566
	Iteration 396Q: 3 clusters Score -3.261821e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316028 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -32618172.000000 Penalty: 4121.330566
	Iteration 397Q: 3 clusters Score -3.261817e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316067 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -32618210.000000 Penalty: 4121.330566
	Iteration 398Q: 3 clusters Score -3.261821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316099 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -32618210.000000 Penalty: 4121.330566
	Iteration 399Q: 3 clusters Score -3.261821e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316130 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -32618208.000000 Penalty: 4121.330566
	Iteration 400F: 3 clusters Score -3.261821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316158 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -32618176.000000 Penalty: 4121.330566
	Iteration 401Q: 3 clusters Score -3.261818e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316185 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -32618174.000000 Penalty: 4121.330566
	Iteration 402Q: 3 clusters Score -3.261817e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316212 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -32618182.000000 Penalty: 4121.330566
	Iteration 403Q: 3 clusters Score -3.261818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316248 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -32618156.000000 Penalty: 4121.330566
	Iteration 404Q: 3 clusters Score -3.261816e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316292 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -32618098.000000 Penalty: 4121.330566
	Iteration 405Q: 3 clusters Score -3.26181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316318 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -32618100.000000 Penalty: 4121.330566
	Iteration 406Q: 3 clusters Score -3.26181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316334 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -32618084.000000 Penalty: 4121.330566
	Iteration 407Q: 3 clusters Score -3.261808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316350 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -32618086.000000 Penalty: 4121.330566
	Iteration 408Q: 3 clusters Score -3.261809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316362 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -32618098.000000 Penalty: 4121.330566
	Iteration 409Q: 3 clusters Score -3.26181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316373 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -32618092.000000 Penalty: 4121.330566
	Iteration 410Q: 3 clusters Score -3.261809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316380 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -32618104.000000 Penalty: 4121.330566
	Iteration 411Q: 3 clusters Score -3.26181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316387 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -32618104.000000 Penalty: 4121.330566
	Iteration 412Q: 3 clusters Score -3.26181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316396 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -32618082.000000 Penalty: 4121.330566
	Iteration 413Q: 3 clusters Score -3.261808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316408 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -32618068.000000 Penalty: 4121.330566
	Iteration 414Q: 3 clusters Score -3.261807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316415 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -32618066.000000 Penalty: 4121.330566
	Iteration 415Q: 3 clusters Score -3.261807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316419 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -32618060.000000 Penalty: 4121.330566
	Iteration 416Q: 3 clusters Score -3.261806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316422 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -32618064.000000 Penalty: 4121.330566
	Iteration 417Q: 3 clusters Score -3.261806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316427 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -32618056.000000 Penalty: 4121.330566
	Iteration 418Q: 3 clusters Score -3.261806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316431 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -32618058.000000 Penalty: 4121.330566
	Iteration 419Q: 3 clusters Score -3.261806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316434 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -32618064.000000 Penalty: 4121.330566
	Iteration 420F: 3 clusters Score -3.261806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316434 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -32618060.000000 Penalty: 4121.330566
	Iteration 421Q: 3 clusters Score -3.261806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316433 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -32618050.000000 Penalty: 4121.330566
	Iteration 422Q: 3 clusters Score -3.261805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316433 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -32618050.000000 Penalty: 4121.330566
	Iteration 423F: 3 clusters Score -3.261805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 77707 members 
Mstep: Class 4 contains 1984 members 
Mstep: Class 5 contains 316433 members 
Mstep: Class 6 contains 37426 members 
Mstep: Class 9 contains 36533 members 
Mstep: Class 10 contains 6985 members 
Mstep: Class 12 contains 52536 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 14 contains 307491 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 18 contains 41603 members 
Mstep: Class 19 contains 27227 members 
Entering Unmasked Estep 
Score: -94136736.000000 Penalty: 31291.560547
Splitting cluster 5 changes total score from -94137104.000000 to -94136736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (37426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Entering Unmasked Estep 
Score: -3901154.750000 Penalty: 1711.144653
	Iteration 0F: 2 clusters Score -3901155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3876006.500000 Penalty: 3422.289307
	Iteration 0F: 3 clusters Score -3876006 nChanged 17511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3885835.000000 Penalty: 3422.289307
	Iteration 1F: 3 clusters Score -3885835 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3886454.250000 Penalty: 3422.289307
	Iteration 2Q: 3 clusters Score -3886454 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3887331.750000 Penalty: 3422.289307
	Iteration 3Q: 3 clusters Score -3887332 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3888684.250000 Penalty: 3422.289307
	Iteration 4F: 3 clusters Score -3888684 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3890786.500000 Penalty: 3422.289307
	Iteration 5F: 3 clusters Score -3890786 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3893280.000000 Penalty: 3422.289307
	Iteration 6F: 3 clusters Score -3893280 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3895632.000000 Penalty: 3422.289307
	Iteration 7F: 3 clusters Score -3895632 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3897455.750000 Penalty: 3422.289307
	Iteration 8Q: 3 clusters Score -3897456 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3898536.250000 Penalty: 3422.289307
	Iteration 9Q: 3 clusters Score -3898536 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3898955.750000 Penalty: 3422.289307
	Iteration 10Q: 3 clusters Score -3898956 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3899143.750000 Penalty: 3422.289307
	Iteration 11Q: 3 clusters Score -3899144 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3899245.250000 Penalty: 3422.289307
	Iteration 12Q: 3 clusters Score -3899245 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3899337.500000 Penalty: 3422.289307
	Iteration 13Q: 3 clusters Score -3899338 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3899407.250000 Penalty: 3422.289307
	Iteration 14Q: 3 clusters Score -3899407 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3899447.750000 Penalty: 3422.289307
	Iteration 15Q: 3 clusters Score -3899448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3899486.250000 Penalty: 3422.289307
	Iteration 16Q: 3 clusters Score -3899486 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3899515.000000 Penalty: 3422.289307
	Iteration 17Q: 3 clusters Score -3899515 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3899524.750000 Penalty: 3422.289307
	Iteration 18Q: 3 clusters Score -3899525 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3899550.000000 Penalty: 3422.289307
	Iteration 19Q: 3 clusters Score -3899550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3899581.250000 Penalty: 3422.289307
	Iteration 20F: 3 clusters Score -3899581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3899604.250000 Penalty: 3422.289307
	Iteration 21Q: 3 clusters Score -3899604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3899614.000000 Penalty: 3422.289307
	Iteration 22Q: 3 clusters Score -3899614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3899627.750000 Penalty: 3422.289307
	Iteration 23Q: 3 clusters Score -3899628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3899647.250000 Penalty: 3422.289307
	Iteration 24Q: 3 clusters Score -3899647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3899666.750000 Penalty: 3422.289307
	Iteration 25Q: 3 clusters Score -3899667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3899675.750000 Penalty: 3422.289307
	Iteration 26Q: 3 clusters Score -3899676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3899678.250000 Penalty: 3422.289307
	Iteration 27Q: 3 clusters Score -3899678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3899696.750000 Penalty: 3422.289307
	Iteration 28Q: 3 clusters Score -3899697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3899712.000000 Penalty: 3422.289307
	Iteration 29Q: 3 clusters Score -3899712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3899714.750000 Penalty: 3422.289307
	Iteration 30Q: 3 clusters Score -3899715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3899720.500000 Penalty: 3422.289307
	Iteration 31Q: 3 clusters Score -3899720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3899735.250000 Penalty: 3422.289307
	Iteration 32Q: 3 clusters Score -3899735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3899737.750000 Penalty: 3422.289307
	Iteration 33Q: 3 clusters Score -3899738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3899743.250000 Penalty: 3422.289307
	Iteration 34Q: 3 clusters Score -3899743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3899748.000000 Penalty: 3422.289307
	Iteration 35Q: 3 clusters Score -3899748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3899751.000000 Penalty: 3422.289307
	Iteration 36Q: 3 clusters Score -3899751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3899757.750000 Penalty: 3422.289307
	Iteration 37Q: 3 clusters Score -3899758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3899758.000000 Penalty: 3422.289307
	Iteration 38Q: 3 clusters Score -3899758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3899760.500000 Penalty: 3422.289307
	Iteration 39Q: 3 clusters Score -3899760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3899762.000000 Penalty: 3422.289307
	Iteration 40F: 3 clusters Score -3899762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3899764.250000 Penalty: 3422.289307
	Iteration 41Q: 3 clusters Score -3899764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3899769.750000 Penalty: 3422.289307
	Iteration 42Q: 3 clusters Score -3899770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3899775.250000 Penalty: 3422.289307
	Iteration 43Q: 3 clusters Score -3899775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3899778.750000 Penalty: 3422.289307
	Iteration 44Q: 3 clusters Score -3899779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3899778.750000 Penalty: 3422.289307
	Iteration 45Q: 3 clusters Score -3899779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3899782.750000 Penalty: 3422.289307
	Iteration 46Q: 3 clusters Score -3899783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3899788.500000 Penalty: 3422.289307
	Iteration 47Q: 3 clusters Score -3899788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3899785.750000 Penalty: 3422.289307
	Iteration 48Q: 3 clusters Score -3899786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3899794.500000 Penalty: 3422.289307
	Iteration 49Q: 3 clusters Score -3899794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3899795.500000 Penalty: 3422.289307
	Iteration 50Q: 3 clusters Score -3899796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3899799.750000 Penalty: 3422.289307
	Iteration 51Q: 3 clusters Score -3899800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3899802.250000 Penalty: 3422.289307
	Iteration 52Q: 3 clusters Score -3899802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3899802.500000 Penalty: 3422.289307
	Iteration 53Q: 3 clusters Score -3899802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3899800.500000 Penalty: 3422.289307
	Iteration 54Q: 3 clusters Score -3899800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3899807.750000 Penalty: 3422.289307
	Iteration 55Q: 3 clusters Score -3899808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3899812.750000 Penalty: 3422.289307
	Iteration 56Q: 3 clusters Score -3899813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3899816.750000 Penalty: 3422.289307
	Iteration 57Q: 3 clusters Score -3899817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3899817.500000 Penalty: 3422.289307
	Iteration 58Q: 3 clusters Score -3899818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3899818.750000 Penalty: 3422.289307
	Iteration 59Q: 3 clusters Score -3899819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3899816.250000 Penalty: 3422.289307
	Iteration 60F: 3 clusters Score -3899816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3899817.500000 Penalty: 3422.289307
	Iteration 61Q: 3 clusters Score -3899818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3899818.000000 Penalty: 3422.289307
	Iteration 62Q: 3 clusters Score -3899818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3899823.250000 Penalty: 3422.289307
	Iteration 63Q: 3 clusters Score -3899823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3899825.250000 Penalty: 3422.289307
	Iteration 64Q: 3 clusters Score -3899825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3899826.750000 Penalty: 3422.289307
	Iteration 65Q: 3 clusters Score -3899827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3899826.250000 Penalty: 3422.289307
	Iteration 66Q: 3 clusters Score -3899826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3899826.750000 Penalty: 3422.289307
	Iteration 67Q: 3 clusters Score -3899827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3899820.250000 Penalty: 3422.289307
	Iteration 68Q: 3 clusters Score -3899820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3899821.500000 Penalty: 3422.289307
	Iteration 69Q: 3 clusters Score -3899822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3899824.750000 Penalty: 3422.289307
	Iteration 70Q: 3 clusters Score -3899825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3899824.750000 Penalty: 3422.289307
	Iteration 71F: 3 clusters Score -3899825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Entering Unmasked Estep 
Score: -3768755.500000 Penalty: 1707.220337
	Iteration 0F: 2 clusters Score -3768756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3744312.750000 Penalty: 3414.440674
	Iteration 0F: 3 clusters Score -3744313 nChanged 16938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3753893.500000 Penalty: 3414.440674
	Iteration 1F: 3 clusters Score -3753894 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3754455.000000 Penalty: 3414.440674
	Iteration 2Q: 3 clusters Score -3754455 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3755151.000000 Penalty: 3414.440674
	Iteration 3Q: 3 clusters Score -3755151 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3756232.000000 Penalty: 3414.440674
	Iteration 4F: 3 clusters Score -3756232 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3757834.750000 Penalty: 3414.440674
	Iteration 5F: 3 clusters Score -3757835 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3759926.000000 Penalty: 3414.440674
	Iteration 6F: 3 clusters Score -3759926 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3762359.500000 Penalty: 3414.440674
	Iteration 7F: 3 clusters Score -3762360 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3764348.500000 Penalty: 3414.440674
	Iteration 8F: 3 clusters Score -3764348 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3765515.000000 Penalty: 3414.440674
	Iteration 9Q: 3 clusters Score -3765515 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3766089.500000 Penalty: 3414.440674
	Iteration 10Q: 3 clusters Score -3766090 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3766414.250000 Penalty: 3414.440674
	Iteration 11Q: 3 clusters Score -3766414 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3766643.500000 Penalty: 3414.440674
	Iteration 12Q: 3 clusters Score -3766644 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3766795.500000 Penalty: 3414.440674
	Iteration 13Q: 3 clusters Score -3766796 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3766905.250000 Penalty: 3414.440674
	Iteration 14Q: 3 clusters Score -3766905 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3766996.750000 Penalty: 3414.440674
	Iteration 15Q: 3 clusters Score -3766997 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3767073.250000 Penalty: 3414.440674
	Iteration 16Q: 3 clusters Score -3767073 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3767138.250000 Penalty: 3414.440674
	Iteration 17Q: 3 clusters Score -3767138 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3767206.000000 Penalty: 3414.440674
	Iteration 18Q: 3 clusters Score -3767206 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3767234.000000 Penalty: 3414.440674
	Iteration 19Q: 3 clusters Score -3767234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3767261.750000 Penalty: 3414.440674
	Iteration 20F: 3 clusters Score -3767262 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3767294.750000 Penalty: 3414.440674
	Iteration 21Q: 3 clusters Score -3767295 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3767309.250000 Penalty: 3414.440674
	Iteration 22Q: 3 clusters Score -3767309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3767354.000000 Penalty: 3414.440674
	Iteration 23Q: 3 clusters Score -3767354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3767384.750000 Penalty: 3414.440674
	Iteration 24Q: 3 clusters Score -3767385 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3767422.000000 Penalty: 3414.440674
	Iteration 25Q: 3 clusters Score -3767422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3767453.250000 Penalty: 3414.440674
	Iteration 26Q: 3 clusters Score -3767453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3767472.750000 Penalty: 3414.440674
	Iteration 27Q: 3 clusters Score -3767473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3767492.500000 Penalty: 3414.440674
	Iteration 28Q: 3 clusters Score -3767492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3767515.250000 Penalty: 3414.440674
	Iteration 29Q: 3 clusters Score -3767515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3767520.000000 Penalty: 3414.440674
	Iteration 30Q: 3 clusters Score -3767520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3767528.750000 Penalty: 3414.440674
	Iteration 31Q: 3 clusters Score -3767529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3767536.500000 Penalty: 3414.440674
	Iteration 32Q: 3 clusters Score -3767536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3767541.250000 Penalty: 3414.440674
	Iteration 33Q: 3 clusters Score -3767541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3767554.500000 Penalty: 3414.440674
	Iteration 34Q: 3 clusters Score -3767554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3767565.000000 Penalty: 3414.440674
	Iteration 35Q: 3 clusters Score -3767565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3767578.750000 Penalty: 3414.440674
	Iteration 36Q: 3 clusters Score -3767579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3767587.750000 Penalty: 3414.440674
	Iteration 37Q: 3 clusters Score -3767588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3767601.250000 Penalty: 3414.440674
	Iteration 38Q: 3 clusters Score -3767601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3767604.500000 Penalty: 3414.440674
	Iteration 39Q: 3 clusters Score -3767604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3767610.500000 Penalty: 3414.440674
	Iteration 40F: 3 clusters Score -3767610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3767614.750000 Penalty: 3414.440674
	Iteration 41Q: 3 clusters Score -3767615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3767618.000000 Penalty: 3414.440674
	Iteration 42Q: 3 clusters Score -3767618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3767622.750000 Penalty: 3414.440674
	Iteration 43Q: 3 clusters Score -3767623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3767614.000000 Penalty: 3414.440674
	Iteration 44Q: 3 clusters Score -3767614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3767618.500000 Penalty: 3414.440674
	Iteration 45Q: 3 clusters Score -3767618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3767627.500000 Penalty: 3414.440674
	Iteration 46Q: 3 clusters Score -3767628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3767635.750000 Penalty: 3414.440674
	Iteration 47Q: 3 clusters Score -3767636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3767640.500000 Penalty: 3414.440674
	Iteration 48Q: 3 clusters Score -3767640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3767647.750000 Penalty: 3414.440674
	Iteration 49Q: 3 clusters Score -3767648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3767645.000000 Penalty: 3414.440674
	Iteration 50Q: 3 clusters Score -3767645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3767642.500000 Penalty: 3414.440674
	Iteration 51Q: 3 clusters Score -3767642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3767646.000000 Penalty: 3414.440674
	Iteration 52Q: 3 clusters Score -3767646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3767645.250000 Penalty: 3414.440674
	Iteration 53Q: 3 clusters Score -3767645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3767647.750000 Penalty: 3414.440674
	Iteration 54Q: 3 clusters Score -3767648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3767647.750000 Penalty: 3414.440674
	Iteration 55F: 3 clusters Score -3767648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Entering Unmasked Estep 
Score: -670525.625000 Penalty: 1438.372070
	Iteration 0F: 2 clusters Score -670525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -665377.250000 Penalty: 2876.744141
	Iteration 0F: 3 clusters Score -665377.2 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -667444.375000 Penalty: 2876.744141
	Iteration 1F: 3 clusters Score -667444.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -668321.437500 Penalty: 2876.744141
	Iteration 2F: 3 clusters Score -668321.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -669098.062500 Penalty: 2876.744141
	Iteration 3F: 3 clusters Score -669098.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -669758.937500 Penalty: 2876.744141
	Iteration 4F: 3 clusters Score -669758.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -670147.437500 Penalty: 2876.744141
	Iteration 5F: 3 clusters Score -670147.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -670370.937500 Penalty: 2876.744141
	Iteration 6Q: 3 clusters Score -670370.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -670491.875000 Penalty: 2876.744141
	Iteration 7Q: 3 clusters Score -670491.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -670576.687500 Penalty: 2876.744141
	Iteration 8Q: 3 clusters Score -670576.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -670644.687500 Penalty: 2876.744141
	Iteration 9Q: 3 clusters Score -670644.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -670697.562500 Penalty: 2876.744141
	Iteration 10Q: 3 clusters Score -670697.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -670727.062500 Penalty: 2876.744141
	Iteration 11Q: 3 clusters Score -670727.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -670744.437500 Penalty: 2876.744141
	Iteration 12Q: 3 clusters Score -670744.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -670761.875000 Penalty: 2876.744141
	Iteration 13Q: 3 clusters Score -670761.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -670770.750000 Penalty: 2876.744141
	Iteration 14Q: 3 clusters Score -670770.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -670780.625000 Penalty: 2876.744141
	Iteration 15Q: 3 clusters Score -670780.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -670788.812500 Penalty: 2876.744141
	Iteration 16Q: 3 clusters Score -670788.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -670798.937500 Penalty: 2876.744141
	Iteration 17Q: 3 clusters Score -670798.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -670804.062500 Penalty: 2876.744141
	Iteration 18Q: 3 clusters Score -670804.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -670809.375000 Penalty: 2876.744141
	Iteration 19Q: 3 clusters Score -670809.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -670815.000000 Penalty: 2876.744141
	Iteration 20F: 3 clusters Score -670815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -670819.937500 Penalty: 2876.744141
	Iteration 21Q: 3 clusters Score -670819.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -670820.437500 Penalty: 2876.744141
	Iteration 22Q: 3 clusters Score -670820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -670823.812500 Penalty: 2876.744141
	Iteration 23Q: 3 clusters Score -670823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -670824.875000 Penalty: 2876.744141
	Iteration 24Q: 3 clusters Score -670824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -670828.062500 Penalty: 2876.744141
	Iteration 25Q: 3 clusters Score -670828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -670829.687500 Penalty: 2876.744141
	Iteration 26Q: 3 clusters Score -670829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -670829.937500 Penalty: 2876.744141
	Iteration 27Q: 3 clusters Score -670829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -670829.937500 Penalty: 2876.744141
	Iteration 28F: 3 clusters Score -670829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 77707 members 
Mstep: Class 4 contains 1984 members 
Mstep: Class 5 contains 321585 members 
Mstep: Class 6 contains 37426 members 
Mstep: Class 9 contains 36533 members 
Mstep: Class 10 contains 6348 members 
Mstep: Class 12 contains 52536 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 14 contains 307491 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 18 contains 41603 members 
Mstep: Class 19 contains 27227 members 
Entering Unmasked Estep 
Score: -94136592.000000 Penalty: 31291.560547
Splitting cluster 10 changes total score from -94137104.000000 to -94136592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (52536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Entering Unmasked Estep 
Score: -5440824.500000 Penalty: 1766.253784
	Iteration 0F: 2 clusters Score -5440824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -5405800.500000 Penalty: 3532.507568
	Iteration 0F: 3 clusters Score -5405800 nChanged 24676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -5419788.000000 Penalty: 3532.507568
	Iteration 1F: 3 clusters Score -5419788 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -5420351.000000 Penalty: 3532.507568
	Iteration 2Q: 3 clusters Score -5420351 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -5421054.500000 Penalty: 3532.507568
	Iteration 3Q: 3 clusters Score -5421054 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -5421986.500000 Penalty: 3532.507568
	Iteration 4Q: 3 clusters Score -5421986 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -5423281.500000 Penalty: 3532.507568
	Iteration 5Q: 3 clusters Score -5423282 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -5425070.500000 Penalty: 3532.507568
	Iteration 6F: 3 clusters Score -5425070 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -5427596.500000 Penalty: 3532.507568
	Iteration 7F: 3 clusters Score -5427596 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5430638.500000 Penalty: 3532.507568
	Iteration 8F: 3 clusters Score -5430638 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -5432979.500000 Penalty: 3532.507568
	Iteration 9F: 3 clusters Score -5432980 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5434106.500000 Penalty: 3532.507568
	Iteration 10Q: 3 clusters Score -5434106 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -5434596.000000 Penalty: 3532.507568
	Iteration 11Q: 3 clusters Score -5434596 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -5434833.000000 Penalty: 3532.507568
	Iteration 12Q: 3 clusters Score -5434833 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -5435007.500000 Penalty: 3532.507568
	Iteration 13Q: 3 clusters Score -5435008 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -5435127.500000 Penalty: 3532.507568
	Iteration 14Q: 3 clusters Score -5435128 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -5435248.500000 Penalty: 3532.507568
	Iteration 15Q: 3 clusters Score -5435248 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -5435345.500000 Penalty: 3532.507568
	Iteration 16Q: 3 clusters Score -5435346 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -5435445.000000 Penalty: 3532.507568
	Iteration 17Q: 3 clusters Score -5435445 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -5435526.500000 Penalty: 3532.507568
	Iteration 18Q: 3 clusters Score -5435526 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -5435633.000000 Penalty: 3532.507568
	Iteration 19Q: 3 clusters Score -5435633 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -5435706.500000 Penalty: 3532.507568
	Iteration 20F: 3 clusters Score -5435706 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -5435766.500000 Penalty: 3532.507568
	Iteration 21Q: 3 clusters Score -5435766 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -5435811.000000 Penalty: 3532.507568
	Iteration 22Q: 3 clusters Score -5435811 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -5435866.000000 Penalty: 3532.507568
	Iteration 23Q: 3 clusters Score -5435866 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -5435944.000000 Penalty: 3532.507568
	Iteration 24Q: 3 clusters Score -5435944 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -5436021.000000 Penalty: 3532.507568
	Iteration 25Q: 3 clusters Score -5436021 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5436103.000000 Penalty: 3532.507568
	Iteration 26Q: 3 clusters Score -5436103 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5436210.000000 Penalty: 3532.507568
	Iteration 27Q: 3 clusters Score -5436210 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -5436272.500000 Penalty: 3532.507568
	Iteration 28Q: 3 clusters Score -5436272 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -5436360.000000 Penalty: 3532.507568
	Iteration 29Q: 3 clusters Score -5436360 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -5436440.000000 Penalty: 3532.507568
	Iteration 30Q: 3 clusters Score -5436440 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5436527.000000 Penalty: 3532.507568
	Iteration 31Q: 3 clusters Score -5436527 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -5436625.500000 Penalty: 3532.507568
	Iteration 32Q: 3 clusters Score -5436626 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5436718.000000 Penalty: 3532.507568
	Iteration 33Q: 3 clusters Score -5436718 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -5436826.500000 Penalty: 3532.507568
	Iteration 34Q: 3 clusters Score -5436826 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -5436963.500000 Penalty: 3532.507568
	Iteration 35Q: 3 clusters Score -5436964 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -5437070.500000 Penalty: 3532.507568
	Iteration 36Q: 3 clusters Score -5437070 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -5437205.500000 Penalty: 3532.507568
	Iteration 37Q: 3 clusters Score -5437206 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5437298.000000 Penalty: 3532.507568
	Iteration 38Q: 3 clusters Score -5437298 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -5437419.500000 Penalty: 3532.507568
	Iteration 39Q: 3 clusters Score -5437420 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -5437503.500000 Penalty: 3532.507568
	Iteration 40F: 3 clusters Score -5437504 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -5437654.000000 Penalty: 3532.507568
	Iteration 41Q: 3 clusters Score -5437654 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -5437784.500000 Penalty: 3532.507568
	Iteration 42Q: 3 clusters Score -5437784 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -5437950.500000 Penalty: 3532.507568
	Iteration 43Q: 3 clusters Score -5437950 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -5438073.000000 Penalty: 3532.507568
	Iteration 44Q: 3 clusters Score -5438073 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -5438212.500000 Penalty: 3532.507568
	Iteration 45Q: 3 clusters Score -5438212 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -5438355.500000 Penalty: 3532.507568
	Iteration 46Q: 3 clusters Score -5438356 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -5438505.500000 Penalty: 3532.507568
	Iteration 47Q: 3 clusters Score -5438506 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -5438595.000000 Penalty: 3532.507568
	Iteration 48Q: 3 clusters Score -5438595 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -5438699.500000 Penalty: 3532.507568
	Iteration 49Q: 3 clusters Score -5438700 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -5438797.000000 Penalty: 3532.507568
	Iteration 50Q: 3 clusters Score -5438797 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -5438896.500000 Penalty: 3532.507568
	Iteration 51Q: 3 clusters Score -5438896 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -5438977.000000 Penalty: 3532.507568
	Iteration 52Q: 3 clusters Score -5438977 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -5439048.500000 Penalty: 3532.507568
	Iteration 53Q: 3 clusters Score -5439048 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -5439108.000000 Penalty: 3532.507568
	Iteration 54Q: 3 clusters Score -5439108 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -5439166.500000 Penalty: 3532.507568
	Iteration 55Q: 3 clusters Score -5439166 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -5439202.000000 Penalty: 3532.507568
	Iteration 56Q: 3 clusters Score -5439202 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -5439252.000000 Penalty: 3532.507568
	Iteration 57Q: 3 clusters Score -5439252 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -5439264.500000 Penalty: 3532.507568
	Iteration 58Q: 3 clusters Score -5439264 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -5439302.000000 Penalty: 3532.507568
	Iteration 59Q: 3 clusters Score -5439302 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -5439337.500000 Penalty: 3532.507568
	Iteration 60F: 3 clusters Score -5439338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -5439359.500000 Penalty: 3532.507568
	Iteration 61Q: 3 clusters Score -5439360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -5439378.000000 Penalty: 3532.507568
	Iteration 62Q: 3 clusters Score -5439378 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -5439406.000000 Penalty: 3532.507568
	Iteration 63Q: 3 clusters Score -5439406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -5439429.000000 Penalty: 3532.507568
	Iteration 64Q: 3 clusters Score -5439429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -5439433.500000 Penalty: 3532.507568
	Iteration 65Q: 3 clusters Score -5439434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -5439474.500000 Penalty: 3532.507568
	Iteration 66Q: 3 clusters Score -5439474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -5439513.000000 Penalty: 3532.507568
	Iteration 67Q: 3 clusters Score -5439513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -5439514.000000 Penalty: 3532.507568
	Iteration 68Q: 3 clusters Score -5439514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -5439524.500000 Penalty: 3532.507568
	Iteration 69Q: 3 clusters Score -5439524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -5439549.500000 Penalty: 3532.507568
	Iteration 70Q: 3 clusters Score -5439550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -5439561.500000 Penalty: 3532.507568
	Iteration 71Q: 3 clusters Score -5439562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -5439562.000000 Penalty: 3532.507568
	Iteration 72Q: 3 clusters Score -5439562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -5439569.000000 Penalty: 3532.507568
	Iteration 73Q: 3 clusters Score -5439569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -5439585.500000 Penalty: 3532.507568
	Iteration 74Q: 3 clusters Score -5439586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -5439598.000000 Penalty: 3532.507568
	Iteration 75Q: 3 clusters Score -5439598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -5439610.500000 Penalty: 3532.507568
	Iteration 76Q: 3 clusters Score -5439610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -5439613.500000 Penalty: 3532.507568
	Iteration 77Q: 3 clusters Score -5439614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -5439623.000000 Penalty: 3532.507568
	Iteration 78Q: 3 clusters Score -5439623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -5439628.000000 Penalty: 3532.507568
	Iteration 79Q: 3 clusters Score -5439628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -5439631.000000 Penalty: 3532.507568
	Iteration 80F: 3 clusters Score -5439631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -5439630.000000 Penalty: 3532.507568
	Iteration 81Q: 3 clusters Score -5439630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -5439640.500000 Penalty: 3532.507568
	Iteration 82Q: 3 clusters Score -5439640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -5439648.500000 Penalty: 3532.507568
	Iteration 83Q: 3 clusters Score -5439648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -5439647.500000 Penalty: 3532.507568
	Iteration 84Q: 3 clusters Score -5439648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -5439650.500000 Penalty: 3532.507568
	Iteration 85Q: 3 clusters Score -5439650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -5439649.500000 Penalty: 3532.507568
	Iteration 86Q: 3 clusters Score -5439650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -5439662.500000 Penalty: 3532.507568
	Iteration 87Q: 3 clusters Score -5439662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -5439666.000000 Penalty: 3532.507568
	Iteration 88Q: 3 clusters Score -5439666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -5439673.500000 Penalty: 3532.507568
	Iteration 89Q: 3 clusters Score -5439674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -5439670.500000 Penalty: 3532.507568
	Iteration 90Q: 3 clusters Score -5439670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -5439662.000000 Penalty: 3532.507568
	Iteration 91Q: 3 clusters Score -5439662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -5439661.000000 Penalty: 3532.507568
	Iteration 92Q: 3 clusters Score -5439661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -5439665.000000 Penalty: 3532.507568
	Iteration 93Q: 3 clusters Score -5439665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -5439660.000000 Penalty: 3532.507568
	Iteration 94Q: 3 clusters Score -5439660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -5439657.000000 Penalty: 3532.507568
	Iteration 95Q: 3 clusters Score -5439657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -5439659.500000 Penalty: 3532.507568
	Iteration 96Q: 3 clusters Score -5439660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -5439664.500000 Penalty: 3532.507568
	Iteration 97Q: 3 clusters Score -5439664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -5439663.000000 Penalty: 3532.507568
	Iteration 98Q: 3 clusters Score -5439663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -5439668.000000 Penalty: 3532.507568
	Iteration 99Q: 3 clusters Score -5439668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -5439669.500000 Penalty: 3532.507568
	Iteration 100F: 3 clusters Score -5439670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -5439671.500000 Penalty: 3532.507568
	Iteration 101Q: 3 clusters Score -5439672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -5439671.500000 Penalty: 3532.507568
	Iteration 102Q: 3 clusters Score -5439672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -5439664.000000 Penalty: 3532.507568
	Iteration 103Q: 3 clusters Score -5439664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -5439663.000000 Penalty: 3532.507568
	Iteration 104Q: 3 clusters Score -5439663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -5439666.000000 Penalty: 3532.507568
	Iteration 105Q: 3 clusters Score -5439666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -5439663.000000 Penalty: 3532.507568
	Iteration 106Q: 3 clusters Score -5439663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -5439665.000000 Penalty: 3532.507568
	Iteration 107Q: 3 clusters Score -5439665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -5439669.500000 Penalty: 3532.507568
	Iteration 108Q: 3 clusters Score -5439670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -5439671.000000 Penalty: 3532.507568
	Iteration 109Q: 3 clusters Score -5439671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -5439668.500000 Penalty: 3532.507568
	Iteration 110Q: 3 clusters Score -5439668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -5439665.000000 Penalty: 3532.507568
	Iteration 111Q: 3 clusters Score -5439665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -5439665.000000 Penalty: 3532.507568
	Iteration 112Q: 3 clusters Score -5439665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -5439667.000000 Penalty: 3532.507568
	Iteration 113Q: 3 clusters Score -5439667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -5439667.000000 Penalty: 3532.507568
	Iteration 114F: 3 clusters Score -5439667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -234721.328125 Penalty: 1256.652466
	Iteration 0F: 2 clusters Score -234721.3 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 1173 members 
Entering Unmasked Estep 
Score: -232445.015625 Penalty: 2513.304932
	Iteration 0F: 3 clusters Score -232445 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -232914.140625 Penalty: 2513.304932
	Iteration 1F: 3 clusters Score -232914.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -233031.578125 Penalty: 2513.304932
	Iteration 2F: 3 clusters Score -233031.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -233089.515625 Penalty: 2513.304932
	Iteration 3Q: 3 clusters Score -233089.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -233123.375000 Penalty: 2513.304932
	Iteration 4Q: 3 clusters Score -233123.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -233144.234375 Penalty: 2513.304932
	Iteration 5Q: 3 clusters Score -233144.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -233159.312500 Penalty: 2513.304932
	Iteration 6Q: 3 clusters Score -233159.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -233171.453125 Penalty: 2513.304932
	Iteration 7Q: 3 clusters Score -233171.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -233178.125000 Penalty: 2513.304932
	Iteration 8Q: 3 clusters Score -233178.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -233184.265625 Penalty: 2513.304932
	Iteration 9Q: 3 clusters Score -233184.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -233192.593750 Penalty: 2513.304932
	Iteration 10Q: 3 clusters Score -233192.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -233200.562500 Penalty: 2513.304932
	Iteration 11Q: 3 clusters Score -233200.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -233205.671875 Penalty: 2513.304932
	Iteration 12Q: 3 clusters Score -233205.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -233211.437500 Penalty: 2513.304932
	Iteration 13Q: 3 clusters Score -233211.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -233221.062500 Penalty: 2513.304932
	Iteration 14Q: 3 clusters Score -233221.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -233227.921875 Penalty: 2513.304932
	Iteration 15Q: 3 clusters Score -233227.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -233234.109375 Penalty: 2513.304932
	Iteration 16Q: 3 clusters Score -233234.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -233238.609375 Penalty: 2513.304932
	Iteration 17Q: 3 clusters Score -233238.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -233246.250000 Penalty: 2513.304932
	Iteration 18Q: 3 clusters Score -233246.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -233256.656250 Penalty: 2513.304932
	Iteration 19Q: 3 clusters Score -233256.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -233269.765625 Penalty: 2513.304932
	Iteration 20F: 3 clusters Score -233269.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -233283.812500 Penalty: 2513.304932
	Iteration 21Q: 3 clusters Score -233283.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -233294.468750 Penalty: 2513.304932
	Iteration 22Q: 3 clusters Score -233294.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -233305.359375 Penalty: 2513.304932
	Iteration 23Q: 3 clusters Score -233305.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -233316.125000 Penalty: 2513.304932
	Iteration 24Q: 3 clusters Score -233316.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -233320.187500 Penalty: 2513.304932
	Iteration 25Q: 3 clusters Score -233320.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -233324.921875 Penalty: 2513.304932
	Iteration 26Q: 3 clusters Score -233324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -233333.687500 Penalty: 2513.304932
	Iteration 27Q: 3 clusters Score -233333.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -233342.328125 Penalty: 2513.304932
	Iteration 28Q: 3 clusters Score -233342.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -233351.343750 Penalty: 2513.304932
	Iteration 29Q: 3 clusters Score -233351.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -233360.500000 Penalty: 2513.304932
	Iteration 30Q: 3 clusters Score -233360.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -233366.875000 Penalty: 2513.304932
	Iteration 31Q: 3 clusters Score -233366.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -233372.390625 Penalty: 2513.304932
	Iteration 32Q: 3 clusters Score -233372.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -233375.203125 Penalty: 2513.304932
	Iteration 33Q: 3 clusters Score -233375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -233377.734375 Penalty: 2513.304932
	Iteration 34Q: 3 clusters Score -233377.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -233380.125000 Penalty: 2513.304932
	Iteration 35Q: 3 clusters Score -233380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -233381.578125 Penalty: 2513.304932
	Iteration 36Q: 3 clusters Score -233381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -233382.312500 Penalty: 2513.304932
	Iteration 37Q: 3 clusters Score -233382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -233384.000000 Penalty: 2513.304932
	Iteration 38Q: 3 clusters Score -233384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -233385.562500 Penalty: 2513.304932
	Iteration 39Q: 3 clusters Score -233385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -233385.953125 Penalty: 2513.304932
	Iteration 40F: 3 clusters Score -233386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -233386.390625 Penalty: 2513.304932
	Iteration 41Q: 3 clusters Score -233386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -233387.531250 Penalty: 2513.304932
	Iteration 42Q: 3 clusters Score -233387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -233388.593750 Penalty: 2513.304932
	Iteration 43Q: 3 clusters Score -233388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -233390.656250 Penalty: 2513.304932
	Iteration 44Q: 3 clusters Score -233390.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -233393.156250 Penalty: 2513.304932
	Iteration 45Q: 3 clusters Score -233393.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -233396.703125 Penalty: 2513.304932
	Iteration 46Q: 3 clusters Score -233396.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -233401.296875 Penalty: 2513.304932
	Iteration 47Q: 3 clusters Score -233401.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -233408.218750 Penalty: 2513.304932
	Iteration 48Q: 3 clusters Score -233408.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -233420.093750 Penalty: 2513.304932
	Iteration 49Q: 3 clusters Score -233420.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -233426.859375 Penalty: 2513.304932
	Iteration 50Q: 3 clusters Score -233426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -233431.046875 Penalty: 2513.304932
	Iteration 51Q: 3 clusters Score -233431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -233435.093750 Penalty: 2513.304932
	Iteration 52Q: 3 clusters Score -233435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -233441.843750 Penalty: 2513.304932
	Iteration 53Q: 3 clusters Score -233441.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -233448.125000 Penalty: 2513.304932
	Iteration 54Q: 3 clusters Score -233448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -233455.125000 Penalty: 2513.304932
	Iteration 55Q: 3 clusters Score -233455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -233458.125000 Penalty: 2513.304932
	Iteration 56Q: 3 clusters Score -233458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -233460.312500 Penalty: 2513.304932
	Iteration 57Q: 3 clusters Score -233460.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -233465.218750 Penalty: 2513.304932
	Iteration 58Q: 3 clusters Score -233465.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -233470.390625 Penalty: 2513.304932
	Iteration 59Q: 3 clusters Score -233470.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -233475.593750 Penalty: 2513.304932
	Iteration 60F: 3 clusters Score -233475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -233479.890625 Penalty: 2513.304932
	Iteration 61Q: 3 clusters Score -233479.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -233484.843750 Penalty: 2513.304932
	Iteration 62Q: 3 clusters Score -233484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -233489.281250 Penalty: 2513.304932
	Iteration 63Q: 3 clusters Score -233489.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -233492.828125 Penalty: 2513.304932
	Iteration 64Q: 3 clusters Score -233492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -233497.062500 Penalty: 2513.304932
	Iteration 65Q: 3 clusters Score -233497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -233503.234375 Penalty: 2513.304932
	Iteration 66Q: 3 clusters Score -233503.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -233508.718750 Penalty: 2513.304932
	Iteration 67Q: 3 clusters Score -233508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -233511.953125 Penalty: 2513.304932
	Iteration 68Q: 3 clusters Score -233512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -233514.953125 Penalty: 2513.304932
	Iteration 69Q: 3 clusters Score -233515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -233518.500000 Penalty: 2513.304932
	Iteration 70Q: 3 clusters Score -233518.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -233523.234375 Penalty: 2513.304932
	Iteration 71Q: 3 clusters Score -233523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -233527.265625 Penalty: 2513.304932
	Iteration 72Q: 3 clusters Score -233527.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -233533.750000 Penalty: 2513.304932
	Iteration 73Q: 3 clusters Score -233533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -233536.609375 Penalty: 2513.304932
	Iteration 74Q: 3 clusters Score -233536.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -233538.890625 Penalty: 2513.304932
	Iteration 75Q: 3 clusters Score -233538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -233541.625000 Penalty: 2513.304932
	Iteration 76Q: 3 clusters Score -233541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -233541.968750 Penalty: 2513.304932
	Iteration 77Q: 3 clusters Score -233542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -233545.609375 Penalty: 2513.304932
	Iteration 78Q: 3 clusters Score -233545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -233549.921875 Penalty: 2513.304932
	Iteration 79Q: 3 clusters Score -233549.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -233553.953125 Penalty: 2513.304932
	Iteration 80F: 3 clusters Score -233554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -233557.625000 Penalty: 2513.304932
	Iteration 81Q: 3 clusters Score -233557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -233560.375000 Penalty: 2513.304932
	Iteration 82Q: 3 clusters Score -233560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -233564.000000 Penalty: 2513.304932
	Iteration 83Q: 3 clusters Score -233564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -233566.859375 Penalty: 2513.304932
	Iteration 84Q: 3 clusters Score -233566.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -233569.546875 Penalty: 2513.304932
	Iteration 85Q: 3 clusters Score -233569.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -233573.062500 Penalty: 2513.304932
	Iteration 86Q: 3 clusters Score -233573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -233576.000000 Penalty: 2513.304932
	Iteration 87Q: 3 clusters Score -233576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -233577.796875 Penalty: 2513.304932
	Iteration 88Q: 3 clusters Score -233577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -233580.640625 Penalty: 2513.304932
	Iteration 89Q: 3 clusters Score -233580.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -233586.265625 Penalty: 2513.304932
	Iteration 90Q: 3 clusters Score -233586.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -233591.968750 Penalty: 2513.304932
	Iteration 91Q: 3 clusters Score -233592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -233596.937500 Penalty: 2513.304932
	Iteration 92Q: 3 clusters Score -233596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -233607.218750 Penalty: 2513.304932
	Iteration 93Q: 3 clusters Score -233607.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -233617.125000 Penalty: 2513.304932
	Iteration 94Q: 3 clusters Score -233617.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -233624.093750 Penalty: 2513.304932
	Iteration 95Q: 3 clusters Score -233624.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -233629.546875 Penalty: 2513.304932
	Iteration 96Q: 3 clusters Score -233629.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -233637.968750 Penalty: 2513.304932
	Iteration 97Q: 3 clusters Score -233638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -233647.875000 Penalty: 2513.304932
	Iteration 98Q: 3 clusters Score -233647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -233651.859375 Penalty: 2513.304932
	Iteration 99Q: 3 clusters Score -233651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -233657.562500 Penalty: 2513.304932
	Iteration 100F: 3 clusters Score -233657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -233660.796875 Penalty: 2513.304932
	Iteration 101Q: 3 clusters Score -233660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -233663.125000 Penalty: 2513.304932
	Iteration 102Q: 3 clusters Score -233663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -233666.750000 Penalty: 2513.304932
	Iteration 103Q: 3 clusters Score -233666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -233667.734375 Penalty: 2513.304932
	Iteration 104Q: 3 clusters Score -233667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -233669.359375 Penalty: 2513.304932
	Iteration 105Q: 3 clusters Score -233669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -233670.843750 Penalty: 2513.304932
	Iteration 106Q: 3 clusters Score -233670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -233674.671875 Penalty: 2513.304932
	Iteration 107Q: 3 clusters Score -233674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -233677.718750 Penalty: 2513.304932
	Iteration 108Q: 3 clusters Score -233677.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -233677.718750 Penalty: 2513.304932
	Iteration 109F: 3 clusters Score -233677.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (307491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307491 members 
Entering Unmasked Estep 
Score: -31316160.000000 Penalty: 2053.382568
	Iteration 0F: 2 clusters Score -3.131616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153739 members 
Mstep: Class 2 contains 153752 members 
Entering Unmasked Estep 
Score: -31112748.000000 Penalty: 4106.765137
	Iteration 0F: 3 clusters Score -3.111275e+07 nChanged 150105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157642 members 
Mstep: Class 2 contains 149849 members 
Entering Unmasked Estep 
Score: -31204228.000000 Penalty: 4106.765137
	Iteration 1F: 3 clusters Score -3.120423e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158807 members 
Mstep: Class 2 contains 148684 members 
Entering Unmasked Estep 
Score: -31208426.000000 Penalty: 4106.765137
	Iteration 2Q: 3 clusters Score -3.120843e+07 nChanged 14215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160744 members 
Mstep: Class 2 contains 146747 members 
Entering Unmasked Estep 
Score: -31215432.000000 Penalty: 4106.765137
	Iteration 3Q: 3 clusters Score -3.121543e+07 nChanged 18112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 143525 members 
Entering Unmasked Estep 
Score: -31226366.000000 Penalty: 4106.765137
	Iteration 4F: 3 clusters Score -3.122637e+07 nChanged 22503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168769 members 
Mstep: Class 2 contains 138722 members 
Entering Unmasked Estep 
Score: -31243462.000000 Penalty: 4106.765137
	Iteration 5F: 3 clusters Score -3.124346e+07 nChanged 25421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174608 members 
Mstep: Class 2 contains 132883 members 
Entering Unmasked Estep 
Score: -31267072.000000 Penalty: 4106.765137
	Iteration 6F: 3 clusters Score -3.126707e+07 nChanged 23181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178571 members 
Mstep: Class 2 contains 128920 members 
Entering Unmasked Estep 
Score: -31285102.000000 Penalty: 4106.765137
	Iteration 7F: 3 clusters Score -3.12851e+07 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 127994 members 
Entering Unmasked Estep 
Score: -31290066.000000 Penalty: 4106.765137
	Iteration 8Q: 3 clusters Score -3.129007e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179121 members 
Mstep: Class 2 contains 128370 members 
Entering Unmasked Estep 
Score: -31291376.000000 Penalty: 4106.765137
	Iteration 9Q: 3 clusters Score -3.129138e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178372 members 
Mstep: Class 2 contains 129119 members 
Entering Unmasked Estep 
Score: -31292252.000000 Penalty: 4106.765137
	Iteration 10Q: 3 clusters Score -3.129225e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177470 members 
Mstep: Class 2 contains 130021 members 
Entering Unmasked Estep 
Score: -31292760.000000 Penalty: 4106.765137
	Iteration 11Q: 3 clusters Score -3.129276e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176538 members 
Mstep: Class 2 contains 130953 members 
Entering Unmasked Estep 
Score: -31293278.000000 Penalty: 4106.765137
	Iteration 12Q: 3 clusters Score -3.129328e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175521 members 
Mstep: Class 2 contains 131970 members 
Entering Unmasked Estep 
Score: -31293566.000000 Penalty: 4106.765137
	Iteration 13Q: 3 clusters Score -3.129357e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174494 members 
Mstep: Class 2 contains 132997 members 
Entering Unmasked Estep 
Score: -31293732.000000 Penalty: 4106.765137
	Iteration 14Q: 3 clusters Score -3.129373e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173431 members 
Mstep: Class 2 contains 134060 members 
Entering Unmasked Estep 
Score: -31293690.000000 Penalty: 4106.765137
	Iteration 15Q: 3 clusters Score -3.129369e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172443 members 
Mstep: Class 2 contains 135048 members 
Entering Unmasked Estep 
Score: -31293698.000000 Penalty: 4106.765137
	Iteration 16Q: 3 clusters Score -3.12937e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171498 members 
Mstep: Class 2 contains 135993 members 
Entering Unmasked Estep 
Score: -31293666.000000 Penalty: 4106.765137
	Iteration 17Q: 3 clusters Score -3.129367e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170535 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -31293676.000000 Penalty: 4106.765137
	Iteration 18Q: 3 clusters Score -3.129368e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169604 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -31293660.000000 Penalty: 4106.765137
	Iteration 19Q: 3 clusters Score -3.129366e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168745 members 
Mstep: Class 2 contains 138746 members 
Entering Unmasked Estep 
Score: -31293612.000000 Penalty: 4106.765137
	Iteration 20F: 3 clusters Score -3.129361e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167908 members 
Mstep: Class 2 contains 139583 members 
Entering Unmasked Estep 
Score: -31293536.000000 Penalty: 4106.765137
	Iteration 21Q: 3 clusters Score -3.129354e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167126 members 
Mstep: Class 2 contains 140365 members 
Entering Unmasked Estep 
Score: -31293486.000000 Penalty: 4106.765137
	Iteration 22Q: 3 clusters Score -3.129349e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -31293422.000000 Penalty: 4106.765137
	Iteration 23Q: 3 clusters Score -3.129342e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165675 members 
Mstep: Class 2 contains 141816 members 
Entering Unmasked Estep 
Score: -31293416.000000 Penalty: 4106.765137
	Iteration 24Q: 3 clusters Score -3.129342e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165000 members 
Mstep: Class 2 contains 142491 members 
Entering Unmasked Estep 
Score: -31293418.000000 Penalty: 4106.765137
	Iteration 25Q: 3 clusters Score -3.129342e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164343 members 
Mstep: Class 2 contains 143148 members 
Entering Unmasked Estep 
Score: -31293458.000000 Penalty: 4106.765137
	Iteration 26Q: 3 clusters Score -3.129346e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163757 members 
Mstep: Class 2 contains 143734 members 
Entering Unmasked Estep 
Score: -31293404.000000 Penalty: 4106.765137
	Iteration 27Q: 3 clusters Score -3.12934e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163158 members 
Mstep: Class 2 contains 144333 members 
Entering Unmasked Estep 
Score: -31293352.000000 Penalty: 4106.765137
	Iteration 28Q: 3 clusters Score -3.129335e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162543 members 
Mstep: Class 2 contains 144948 members 
Entering Unmasked Estep 
Score: -31293282.000000 Penalty: 4106.765137
	Iteration 29Q: 3 clusters Score -3.129328e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161948 members 
Mstep: Class 2 contains 145543 members 
Entering Unmasked Estep 
Score: -31293262.000000 Penalty: 4106.765137
	Iteration 30Q: 3 clusters Score -3.129326e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161369 members 
Mstep: Class 2 contains 146122 members 
Entering Unmasked Estep 
Score: -31293242.000000 Penalty: 4106.765137
	Iteration 31Q: 3 clusters Score -3.129324e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160858 members 
Mstep: Class 2 contains 146633 members 
Entering Unmasked Estep 
Score: -31293180.000000 Penalty: 4106.765137
	Iteration 32Q: 3 clusters Score -3.129318e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160383 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -31293186.000000 Penalty: 4106.765137
	Iteration 33Q: 3 clusters Score -3.129319e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159927 members 
Mstep: Class 2 contains 147564 members 
Entering Unmasked Estep 
Score: -31293186.000000 Penalty: 4106.765137
	Iteration 34Q: 3 clusters Score -3.129319e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159467 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -31293098.000000 Penalty: 4106.765137
	Iteration 35Q: 3 clusters Score -3.12931e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159034 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -31293106.000000 Penalty: 4106.765137
	Iteration 36Q: 3 clusters Score -3.129311e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158624 members 
Mstep: Class 2 contains 148867 members 
Entering Unmasked Estep 
Score: -31293118.000000 Penalty: 4106.765137
	Iteration 37Q: 3 clusters Score -3.129312e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158239 members 
Mstep: Class 2 contains 149252 members 
Entering Unmasked Estep 
Score: -31293054.000000 Penalty: 4106.765137
	Iteration 38Q: 3 clusters Score -3.129305e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157894 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -31293018.000000 Penalty: 4106.765137
	Iteration 39Q: 3 clusters Score -3.129302e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157503 members 
Mstep: Class 2 contains 149988 members 
Entering Unmasked Estep 
Score: -31293026.000000 Penalty: 4106.765137
	Iteration 40F: 3 clusters Score -3.129303e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157094 members 
Mstep: Class 2 contains 150397 members 
Entering Unmasked Estep 
Score: -31293010.000000 Penalty: 4106.765137
	Iteration 41Q: 3 clusters Score -3.129301e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 150773 members 
Entering Unmasked Estep 
Score: -31292970.000000 Penalty: 4106.765137
	Iteration 42Q: 3 clusters Score -3.129297e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156373 members 
Mstep: Class 2 contains 151118 members 
Entering Unmasked Estep 
Score: -31292962.000000 Penalty: 4106.765137
	Iteration 43Q: 3 clusters Score -3.129296e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156041 members 
Mstep: Class 2 contains 151450 members 
Entering Unmasked Estep 
Score: -31292852.000000 Penalty: 4106.765137
	Iteration 44Q: 3 clusters Score -3.129285e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155727 members 
Mstep: Class 2 contains 151764 members 
Entering Unmasked Estep 
Score: -31292816.000000 Penalty: 4106.765137
	Iteration 45Q: 3 clusters Score -3.129282e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155442 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -31292756.000000 Penalty: 4106.765137
	Iteration 46Q: 3 clusters Score -3.129276e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 152360 members 
Entering Unmasked Estep 
Score: -31292778.000000 Penalty: 4106.765137
	Iteration 47Q: 3 clusters Score -3.129278e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 152667 members 
Entering Unmasked Estep 
Score: -31292710.000000 Penalty: 4106.765137
	Iteration 48Q: 3 clusters Score -3.129271e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154545 members 
Mstep: Class 2 contains 152946 members 
Entering Unmasked Estep 
Score: -31292692.000000 Penalty: 4106.765137
	Iteration 49Q: 3 clusters Score -3.129269e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 153236 members 
Entering Unmasked Estep 
Score: -31292644.000000 Penalty: 4106.765137
	Iteration 50Q: 3 clusters Score -3.129264e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 153516 members 
Entering Unmasked Estep 
Score: -31292654.000000 Penalty: 4106.765137
	Iteration 51Q: 3 clusters Score -3.129265e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153682 members 
Mstep: Class 2 contains 153809 members 
Entering Unmasked Estep 
Score: -31292674.000000 Penalty: 4106.765137
	Iteration 52Q: 3 clusters Score -3.129267e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153409 members 
Mstep: Class 2 contains 154082 members 
Entering Unmasked Estep 
Score: -31292614.000000 Penalty: 4106.765137
	Iteration 53Q: 3 clusters Score -3.129261e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153146 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -31292592.000000 Penalty: 4106.765137
	Iteration 54Q: 3 clusters Score -3.129259e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152900 members 
Mstep: Class 2 contains 154591 members 
Entering Unmasked Estep 
Score: -31292588.000000 Penalty: 4106.765137
	Iteration 55Q: 3 clusters Score -3.129259e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 154823 members 
Entering Unmasked Estep 
Score: -31292576.000000 Penalty: 4106.765137
	Iteration 56Q: 3 clusters Score -3.129258e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152472 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -31292576.000000 Penalty: 4106.765137
	Iteration 57Q: 3 clusters Score -3.129258e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 155183 members 
Entering Unmasked Estep 
Score: -31292632.000000 Penalty: 4106.765137
	Iteration 58Q: 3 clusters Score -3.129263e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152149 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -31292640.000000 Penalty: 4106.765137
	Iteration 59Q: 3 clusters Score -3.129264e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151992 members 
Mstep: Class 2 contains 155499 members 
Entering Unmasked Estep 
Score: -31292650.000000 Penalty: 4106.765137
	Iteration 60F: 3 clusters Score -3.129265e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151856 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -31292674.000000 Penalty: 4106.765137
	Iteration 61Q: 3 clusters Score -3.129267e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151730 members 
Mstep: Class 2 contains 155761 members 
Entering Unmasked Estep 
Score: -31292678.000000 Penalty: 4106.765137
	Iteration 62Q: 3 clusters Score -3.129268e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151613 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -31292666.000000 Penalty: 4106.765137
	Iteration 63Q: 3 clusters Score -3.129267e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151485 members 
Mstep: Class 2 contains 156006 members 
Entering Unmasked Estep 
Score: -31292566.000000 Penalty: 4106.765137
	Iteration 64Q: 3 clusters Score -3.129257e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151347 members 
Mstep: Class 2 contains 156144 members 
Entering Unmasked Estep 
Score: -31292532.000000 Penalty: 4106.765137
	Iteration 65Q: 3 clusters Score -3.129253e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151214 members 
Mstep: Class 2 contains 156277 members 
Entering Unmasked Estep 
Score: -31292498.000000 Penalty: 4106.765137
	Iteration 66Q: 3 clusters Score -3.12925e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151088 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -31292542.000000 Penalty: 4106.765137
	Iteration 67Q: 3 clusters Score -3.129254e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150972 members 
Mstep: Class 2 contains 156519 members 
Entering Unmasked Estep 
Score: -31292572.000000 Penalty: 4106.765137
	Iteration 68Q: 3 clusters Score -3.129257e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150876 members 
Mstep: Class 2 contains 156615 members 
Entering Unmasked Estep 
Score: -31292530.000000 Penalty: 4106.765137
	Iteration 69Q: 3 clusters Score -3.129253e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150775 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -31292486.000000 Penalty: 4106.765137
	Iteration 70Q: 3 clusters Score -3.129249e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150665 members 
Mstep: Class 2 contains 156826 members 
Entering Unmasked Estep 
Score: -31292506.000000 Penalty: 4106.765137
	Iteration 71Q: 3 clusters Score -3.129251e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150563 members 
Mstep: Class 2 contains 156928 members 
Entering Unmasked Estep 
Score: -31292484.000000 Penalty: 4106.765137
	Iteration 72Q: 3 clusters Score -3.129248e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150448 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -31292528.000000 Penalty: 4106.765137
	Iteration 73Q: 3 clusters Score -3.129253e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150370 members 
Mstep: Class 2 contains 157121 members 
Entering Unmasked Estep 
Score: -31292550.000000 Penalty: 4106.765137
	Iteration 74Q: 3 clusters Score -3.129255e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150284 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -31292522.000000 Penalty: 4106.765137
	Iteration 75Q: 3 clusters Score -3.129252e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150216 members 
Mstep: Class 2 contains 157275 members 
Entering Unmasked Estep 
Score: -31292528.000000 Penalty: 4106.765137
	Iteration 76Q: 3 clusters Score -3.129253e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150145 members 
Mstep: Class 2 contains 157346 members 
Entering Unmasked Estep 
Score: -31292510.000000 Penalty: 4106.765137
	Iteration 77Q: 3 clusters Score -3.129251e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Mstep: Class 2 contains 157419 members 
Entering Unmasked Estep 
Score: -31292502.000000 Penalty: 4106.765137
	Iteration 78Q: 3 clusters Score -3.12925e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149993 members 
Mstep: Class 2 contains 157498 members 
Entering Unmasked Estep 
Score: -31292490.000000 Penalty: 4106.765137
	Iteration 79Q: 3 clusters Score -3.129249e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149927 members 
Mstep: Class 2 contains 157564 members 
Entering Unmasked Estep 
Score: -31292484.000000 Penalty: 4106.765137
	Iteration 80F: 3 clusters Score -3.129248e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 157637 members 
Entering Unmasked Estep 
Score: -31292452.000000 Penalty: 4106.765137
	Iteration 81Q: 3 clusters Score -3.129245e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149786 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -31292470.000000 Penalty: 4106.765137
	Iteration 82Q: 3 clusters Score -3.129247e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 157778 members 
Entering Unmasked Estep 
Score: -31292466.000000 Penalty: 4106.765137
	Iteration 83Q: 3 clusters Score -3.129247e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149643 members 
Mstep: Class 2 contains 157848 members 
Entering Unmasked Estep 
Score: -31292490.000000 Penalty: 4106.765137
	Iteration 84Q: 3 clusters Score -3.129249e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -31292472.000000 Penalty: 4106.765137
	Iteration 85Q: 3 clusters Score -3.129247e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149483 members 
Mstep: Class 2 contains 158008 members 
Entering Unmasked Estep 
Score: -31292484.000000 Penalty: 4106.765137
	Iteration 86Q: 3 clusters Score -3.129248e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -31292486.000000 Penalty: 4106.765137
	Iteration 87Q: 3 clusters Score -3.129249e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149319 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -31292460.000000 Penalty: 4106.765137
	Iteration 88Q: 3 clusters Score -3.129246e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149245 members 
Mstep: Class 2 contains 158246 members 
Entering Unmasked Estep 
Score: -31292452.000000 Penalty: 4106.765137
	Iteration 89Q: 3 clusters Score -3.129245e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149193 members 
Mstep: Class 2 contains 158298 members 
Entering Unmasked Estep 
Score: -31292484.000000 Penalty: 4106.765137
	Iteration 90Q: 3 clusters Score -3.129248e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -31292456.000000 Penalty: 4106.765137
	Iteration 91Q: 3 clusters Score -3.129246e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149114 members 
Mstep: Class 2 contains 158377 members 
Entering Unmasked Estep 
Score: -31292428.000000 Penalty: 4106.765137
	Iteration 92Q: 3 clusters Score -3.129243e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149076 members 
Mstep: Class 2 contains 158415 members 
Entering Unmasked Estep 
Score: -31292452.000000 Penalty: 4106.765137
	Iteration 93Q: 3 clusters Score -3.129245e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 158457 members 
Entering Unmasked Estep 
Score: -31292440.000000 Penalty: 4106.765137
	Iteration 94Q: 3 clusters Score -3.129244e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148998 members 
Mstep: Class 2 contains 158493 members 
Entering Unmasked Estep 
Score: -31292424.000000 Penalty: 4106.765137
	Iteration 95Q: 3 clusters Score -3.129242e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148958 members 
Mstep: Class 2 contains 158533 members 
Entering Unmasked Estep 
Score: -31292428.000000 Penalty: 4106.765137
	Iteration 96Q: 3 clusters Score -3.129243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148930 members 
Mstep: Class 2 contains 158561 members 
Entering Unmasked Estep 
Score: -31292422.000000 Penalty: 4106.765137
	Iteration 97Q: 3 clusters Score -3.129242e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148900 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -31292416.000000 Penalty: 4106.765137
	Iteration 98Q: 3 clusters Score -3.129242e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148875 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -31292400.000000 Penalty: 4106.765137
	Iteration 99Q: 3 clusters Score -3.12924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148863 members 
Mstep: Class 2 contains 158628 members 
Entering Unmasked Estep 
Score: -31292390.000000 Penalty: 4106.765137
	Iteration 100F: 3 clusters Score -3.129239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148848 members 
Mstep: Class 2 contains 158643 members 
Entering Unmasked Estep 
Score: -31292402.000000 Penalty: 4106.765137
	Iteration 101Q: 3 clusters Score -3.12924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148836 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -31292376.000000 Penalty: 4106.765137
	Iteration 102Q: 3 clusters Score -3.129238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148824 members 
Mstep: Class 2 contains 158667 members 
Entering Unmasked Estep 
Score: -31292404.000000 Penalty: 4106.765137
	Iteration 103Q: 3 clusters Score -3.12924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -31292384.000000 Penalty: 4106.765137
	Iteration 104Q: 3 clusters Score -3.129238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148800 members 
Mstep: Class 2 contains 158691 members 
Entering Unmasked Estep 
Score: -31292374.000000 Penalty: 4106.765137
	Iteration 105Q: 3 clusters Score -3.129237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148793 members 
Mstep: Class 2 contains 158698 members 
Entering Unmasked Estep 
Score: -31292370.000000 Penalty: 4106.765137
	Iteration 106Q: 3 clusters Score -3.129237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 158700 members 
Entering Unmasked Estep 
Score: -31292354.000000 Penalty: 4106.765137
	Iteration 107Q: 3 clusters Score -3.129235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148788 members 
Mstep: Class 2 contains 158703 members 
Entering Unmasked Estep 
Score: -31292338.000000 Penalty: 4106.765137
	Iteration 108Q: 3 clusters Score -3.129234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148783 members 
Mstep: Class 2 contains 158708 members 
Entering Unmasked Estep 
Score: -31292356.000000 Penalty: 4106.765137
	Iteration 109Q: 3 clusters Score -3.129236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148777 members 
Mstep: Class 2 contains 158714 members 
Entering Unmasked Estep 
Score: -31292362.000000 Penalty: 4106.765137
	Iteration 110Q: 3 clusters Score -3.129236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 158724 members 
Entering Unmasked Estep 
Score: -31292390.000000 Penalty: 4106.765137
	Iteration 111Q: 3 clusters Score -3.129239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148760 members 
Mstep: Class 2 contains 158731 members 
Entering Unmasked Estep 
Score: -31292402.000000 Penalty: 4106.765137
	Iteration 112Q: 3 clusters Score -3.12924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148756 members 
Mstep: Class 2 contains 158735 members 
Entering Unmasked Estep 
Score: -31292412.000000 Penalty: 4106.765137
	Iteration 113Q: 3 clusters Score -3.129241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 158740 members 
Entering Unmasked Estep 
Score: -31292408.000000 Penalty: 4106.765137
	Iteration 114Q: 3 clusters Score -3.129241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148745 members 
Mstep: Class 2 contains 158746 members 
Entering Unmasked Estep 
Score: -31292418.000000 Penalty: 4106.765137
	Iteration 115Q: 3 clusters Score -3.129242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148734 members 
Mstep: Class 2 contains 158757 members 
Entering Unmasked Estep 
Score: -31292410.000000 Penalty: 4106.765137
	Iteration 116Q: 3 clusters Score -3.129241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 158771 members 
Entering Unmasked Estep 
Score: -31292420.000000 Penalty: 4106.765137
	Iteration 117Q: 3 clusters Score -3.129242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148712 members 
Mstep: Class 2 contains 158779 members 
Entering Unmasked Estep 
Score: -31292428.000000 Penalty: 4106.765137
	Iteration 118Q: 3 clusters Score -3.129243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -31292412.000000 Penalty: 4106.765137
	Iteration 119Q: 3 clusters Score -3.129241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148705 members 
Mstep: Class 2 contains 158786 members 
Entering Unmasked Estep 
Score: -31292410.000000 Penalty: 4106.765137
	Iteration 120F: 3 clusters Score -3.129241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 158785 members 
Entering Unmasked Estep 
Score: -31292440.000000 Penalty: 4106.765137
	Iteration 121Q: 3 clusters Score -3.129244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -31292456.000000 Penalty: 4106.765137
	Iteration 122Q: 3 clusters Score -3.129246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148700 members 
Mstep: Class 2 contains 158791 members 
Entering Unmasked Estep 
Score: -31292444.000000 Penalty: 4106.765137
	Iteration 123Q: 3 clusters Score -3.129244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148696 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -31292434.000000 Penalty: 4106.765137
	Iteration 124Q: 3 clusters Score -3.129243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 158801 members 
Entering Unmasked Estep 
Score: -31292434.000000 Penalty: 4106.765137
	Iteration 125Q: 3 clusters Score -3.129243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148679 members 
Mstep: Class 2 contains 158812 members 
Entering Unmasked Estep 
Score: -31292418.000000 Penalty: 4106.765137
	Iteration 126Q: 3 clusters Score -3.129242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148670 members 
Mstep: Class 2 contains 158821 members 
Entering Unmasked Estep 
Score: -31292416.000000 Penalty: 4106.765137
	Iteration 127Q: 3 clusters Score -3.129242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148658 members 
Mstep: Class 2 contains 158833 members 
Entering Unmasked Estep 
Score: -31292394.000000 Penalty: 4106.765137
	Iteration 128Q: 3 clusters Score -3.129239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 158844 members 
Entering Unmasked Estep 
Score: -31292400.000000 Penalty: 4106.765137
	Iteration 129Q: 3 clusters Score -3.12924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148629 members 
Mstep: Class 2 contains 158862 members 
Entering Unmasked Estep 
Score: -31292382.000000 Penalty: 4106.765137
	Iteration 130Q: 3 clusters Score -3.129238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148610 members 
Mstep: Class 2 contains 158881 members 
Entering Unmasked Estep 
Score: -31292378.000000 Penalty: 4106.765137
	Iteration 131Q: 3 clusters Score -3.129238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 158905 members 
Entering Unmasked Estep 
Score: -31292392.000000 Penalty: 4106.765137
	Iteration 132Q: 3 clusters Score -3.129239e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148557 members 
Mstep: Class 2 contains 158934 members 
Entering Unmasked Estep 
Score: -31292394.000000 Penalty: 4106.765137
	Iteration 133Q: 3 clusters Score -3.129239e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148521 members 
Mstep: Class 2 contains 158970 members 
Entering Unmasked Estep 
Score: -31292374.000000 Penalty: 4106.765137
	Iteration 134Q: 3 clusters Score -3.129237e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148484 members 
Mstep: Class 2 contains 159007 members 
Entering Unmasked Estep 
Score: -31292356.000000 Penalty: 4106.765137
	Iteration 135Q: 3 clusters Score -3.129236e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 159047 members 
Entering Unmasked Estep 
Score: -31292368.000000 Penalty: 4106.765137
	Iteration 136Q: 3 clusters Score -3.129237e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148400 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -31292378.000000 Penalty: 4106.765137
	Iteration 137Q: 3 clusters Score -3.129238e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148347 members 
Mstep: Class 2 contains 159144 members 
Entering Unmasked Estep 
Score: -31292376.000000 Penalty: 4106.765137
	Iteration 138Q: 3 clusters Score -3.129238e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 159199 members 
Entering Unmasked Estep 
Score: -31292396.000000 Penalty: 4106.765137
	Iteration 139Q: 3 clusters Score -3.12924e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148239 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -31292394.000000 Penalty: 4106.765137
	Iteration 140F: 3 clusters Score -3.129239e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148186 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -31292396.000000 Penalty: 4106.765137
	Iteration 141Q: 3 clusters Score -3.12924e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148130 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -31292406.000000 Penalty: 4106.765137
	Iteration 142Q: 3 clusters Score -3.129241e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148087 members 
Mstep: Class 2 contains 159404 members 
Entering Unmasked Estep 
Score: -31292398.000000 Penalty: 4106.765137
	Iteration 143Q: 3 clusters Score -3.12924e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148031 members 
Mstep: Class 2 contains 159460 members 
Entering Unmasked Estep 
Score: -31292392.000000 Penalty: 4106.765137
	Iteration 144Q: 3 clusters Score -3.129239e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147973 members 
Mstep: Class 2 contains 159518 members 
Entering Unmasked Estep 
Score: -31292334.000000 Penalty: 4106.765137
	Iteration 145Q: 3 clusters Score -3.129233e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147897 members 
Mstep: Class 2 contains 159594 members 
Entering Unmasked Estep 
Score: -31292344.000000 Penalty: 4106.765137
	Iteration 146Q: 3 clusters Score -3.129234e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147821 members 
Mstep: Class 2 contains 159670 members 
Entering Unmasked Estep 
Score: -31292334.000000 Penalty: 4106.765137
	Iteration 147Q: 3 clusters Score -3.129233e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 159741 members 
Entering Unmasked Estep 
Score: -31292352.000000 Penalty: 4106.765137
	Iteration 148Q: 3 clusters Score -3.129235e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147685 members 
Mstep: Class 2 contains 159806 members 
Entering Unmasked Estep 
Score: -31292322.000000 Penalty: 4106.765137
	Iteration 149Q: 3 clusters Score -3.129232e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147588 members 
Mstep: Class 2 contains 159903 members 
Entering Unmasked Estep 
Score: -31292340.000000 Penalty: 4106.765137
	Iteration 150Q: 3 clusters Score -3.129234e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147512 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -31292330.000000 Penalty: 4106.765137
	Iteration 151Q: 3 clusters Score -3.129233e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147445 members 
Mstep: Class 2 contains 160046 members 
Entering Unmasked Estep 
Score: -31292318.000000 Penalty: 4106.765137
	Iteration 152Q: 3 clusters Score -3.129232e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147393 members 
Mstep: Class 2 contains 160098 members 
Entering Unmasked Estep 
Score: -31292282.000000 Penalty: 4106.765137
	Iteration 153Q: 3 clusters Score -3.129228e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147341 members 
Mstep: Class 2 contains 160150 members 
Entering Unmasked Estep 
Score: -31292246.000000 Penalty: 4106.765137
	Iteration 154Q: 3 clusters Score -3.129225e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147273 members 
Mstep: Class 2 contains 160218 members 
Entering Unmasked Estep 
Score: -31292266.000000 Penalty: 4106.765137
	Iteration 155Q: 3 clusters Score -3.129227e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147201 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -31292238.000000 Penalty: 4106.765137
	Iteration 156Q: 3 clusters Score -3.129224e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 160363 members 
Entering Unmasked Estep 
Score: -31292226.000000 Penalty: 4106.765137
	Iteration 157Q: 3 clusters Score -3.129223e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147060 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -31292258.000000 Penalty: 4106.765137
	Iteration 158Q: 3 clusters Score -3.129226e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 160500 members 
Entering Unmasked Estep 
Score: -31292258.000000 Penalty: 4106.765137
	Iteration 159Q: 3 clusters Score -3.129226e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146929 members 
Mstep: Class 2 contains 160562 members 
Entering Unmasked Estep 
Score: -31292266.000000 Penalty: 4106.765137
	Iteration 160F: 3 clusters Score -3.129227e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146870 members 
Mstep: Class 2 contains 160621 members 
Entering Unmasked Estep 
Score: -31292240.000000 Penalty: 4106.765137
	Iteration 161Q: 3 clusters Score -3.129224e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146824 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -31292254.000000 Penalty: 4106.765137
	Iteration 162Q: 3 clusters Score -3.129225e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146784 members 
Mstep: Class 2 contains 160707 members 
Entering Unmasked Estep 
Score: -31292218.000000 Penalty: 4106.765137
	Iteration 163Q: 3 clusters Score -3.129222e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146736 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -31292226.000000 Penalty: 4106.765137
	Iteration 164Q: 3 clusters Score -3.129223e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146681 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -31292218.000000 Penalty: 4106.765137
	Iteration 165Q: 3 clusters Score -3.129222e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146626 members 
Mstep: Class 2 contains 160865 members 
Entering Unmasked Estep 
Score: -31292228.000000 Penalty: 4106.765137
	Iteration 166Q: 3 clusters Score -3.129223e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 160913 members 
Entering Unmasked Estep 
Score: -31292210.000000 Penalty: 4106.765137
	Iteration 167Q: 3 clusters Score -3.129221e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146543 members 
Mstep: Class 2 contains 160948 members 
Entering Unmasked Estep 
Score: -31292214.000000 Penalty: 4106.765137
	Iteration 168Q: 3 clusters Score -3.129221e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146511 members 
Mstep: Class 2 contains 160980 members 
Entering Unmasked Estep 
Score: -31292202.000000 Penalty: 4106.765137
	Iteration 169Q: 3 clusters Score -3.12922e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146472 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -31292206.000000 Penalty: 4106.765137
	Iteration 170Q: 3 clusters Score -3.129221e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146434 members 
Mstep: Class 2 contains 161057 members 
Entering Unmasked Estep 
Score: -31292188.000000 Penalty: 4106.765137
	Iteration 171Q: 3 clusters Score -3.129219e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146401 members 
Mstep: Class 2 contains 161090 members 
Entering Unmasked Estep 
Score: -31292192.000000 Penalty: 4106.765137
	Iteration 172Q: 3 clusters Score -3.129219e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146350 members 
Mstep: Class 2 contains 161141 members 
Entering Unmasked Estep 
Score: -31292214.000000 Penalty: 4106.765137
	Iteration 173Q: 3 clusters Score -3.129221e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146306 members 
Mstep: Class 2 contains 161185 members 
Entering Unmasked Estep 
Score: -31292192.000000 Penalty: 4106.765137
	Iteration 174Q: 3 clusters Score -3.129219e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146265 members 
Mstep: Class 2 contains 161226 members 
Entering Unmasked Estep 
Score: -31292174.000000 Penalty: 4106.765137
	Iteration 175Q: 3 clusters Score -3.129217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146224 members 
Mstep: Class 2 contains 161267 members 
Entering Unmasked Estep 
Score: -31292196.000000 Penalty: 4106.765137
	Iteration 176Q: 3 clusters Score -3.12922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 161299 members 
Entering Unmasked Estep 
Score: -31292202.000000 Penalty: 4106.765137
	Iteration 177Q: 3 clusters Score -3.12922e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146160 members 
Mstep: Class 2 contains 161331 members 
Entering Unmasked Estep 
Score: -31292188.000000 Penalty: 4106.765137
	Iteration 178Q: 3 clusters Score -3.129219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146131 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -31292220.000000 Penalty: 4106.765137
	Iteration 179Q: 3 clusters Score -3.129222e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146107 members 
Mstep: Class 2 contains 161384 members 
Entering Unmasked Estep 
Score: -31292234.000000 Penalty: 4106.765137
	Iteration 180F: 3 clusters Score -3.129223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146090 members 
Mstep: Class 2 contains 161401 members 
Entering Unmasked Estep 
Score: -31292236.000000 Penalty: 4106.765137
	Iteration 181Q: 3 clusters Score -3.129224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146072 members 
Mstep: Class 2 contains 161419 members 
Entering Unmasked Estep 
Score: -31292234.000000 Penalty: 4106.765137
	Iteration 182Q: 3 clusters Score -3.129223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146048 members 
Mstep: Class 2 contains 161443 members 
Entering Unmasked Estep 
Score: -31292212.000000 Penalty: 4106.765137
	Iteration 183Q: 3 clusters Score -3.129221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146031 members 
Mstep: Class 2 contains 161460 members 
Entering Unmasked Estep 
Score: -31292214.000000 Penalty: 4106.765137
	Iteration 184Q: 3 clusters Score -3.129221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146021 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -31292204.000000 Penalty: 4106.765137
	Iteration 185Q: 3 clusters Score -3.12922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146011 members 
Mstep: Class 2 contains 161480 members 
Entering Unmasked Estep 
Score: -31292188.000000 Penalty: 4106.765137
	Iteration 186Q: 3 clusters Score -3.129219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146005 members 
Mstep: Class 2 contains 161486 members 
Entering Unmasked Estep 
Score: -31292202.000000 Penalty: 4106.765137
	Iteration 187Q: 3 clusters Score -3.12922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145993 members 
Mstep: Class 2 contains 161498 members 
Entering Unmasked Estep 
Score: -31292178.000000 Penalty: 4106.765137
	Iteration 188Q: 3 clusters Score -3.129218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145983 members 
Mstep: Class 2 contains 161508 members 
Entering Unmasked Estep 
Score: -31292186.000000 Penalty: 4106.765137
	Iteration 189Q: 3 clusters Score -3.129219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145973 members 
Mstep: Class 2 contains 161518 members 
Entering Unmasked Estep 
Score: -31292194.000000 Penalty: 4106.765137
	Iteration 190Q: 3 clusters Score -3.129219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145965 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -31292192.000000 Penalty: 4106.765137
	Iteration 191Q: 3 clusters Score -3.129219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145955 members 
Mstep: Class 2 contains 161536 members 
Entering Unmasked Estep 
Score: -31292190.000000 Penalty: 4106.765137
	Iteration 192Q: 3 clusters Score -3.129219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145950 members 
Mstep: Class 2 contains 161541 members 
Entering Unmasked Estep 
Score: -31292188.000000 Penalty: 4106.765137
	Iteration 193Q: 3 clusters Score -3.129219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145948 members 
Mstep: Class 2 contains 161543 members 
Entering Unmasked Estep 
Score: -31292178.000000 Penalty: 4106.765137
	Iteration 194Q: 3 clusters Score -3.129218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145943 members 
Mstep: Class 2 contains 161548 members 
Entering Unmasked Estep 
Score: -31292198.000000 Penalty: 4106.765137
	Iteration 195Q: 3 clusters Score -3.12922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145931 members 
Mstep: Class 2 contains 161560 members 
Entering Unmasked Estep 
Score: -31292224.000000 Penalty: 4106.765137
	Iteration 196Q: 3 clusters Score -3.129222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145917 members 
Mstep: Class 2 contains 161574 members 
Entering Unmasked Estep 
Score: -31292218.000000 Penalty: 4106.765137
	Iteration 197Q: 3 clusters Score -3.129222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 161581 members 
Entering Unmasked Estep 
Score: -31292192.000000 Penalty: 4106.765137
	Iteration 198Q: 3 clusters Score -3.129219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145900 members 
Mstep: Class 2 contains 161591 members 
Entering Unmasked Estep 
Score: -31292186.000000 Penalty: 4106.765137
	Iteration 199Q: 3 clusters Score -3.129219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145890 members 
Mstep: Class 2 contains 161601 members 
Entering Unmasked Estep 
Score: -31292180.000000 Penalty: 4106.765137
	Iteration 200F: 3 clusters Score -3.129218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145879 members 
Mstep: Class 2 contains 161612 members 
Entering Unmasked Estep 
Score: -31292164.000000 Penalty: 4106.765137
	Iteration 201Q: 3 clusters Score -3.129216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145871 members 
Mstep: Class 2 contains 161620 members 
Entering Unmasked Estep 
Score: -31292164.000000 Penalty: 4106.765137
	Iteration 202Q: 3 clusters Score -3.129216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145859 members 
Mstep: Class 2 contains 161632 members 
Entering Unmasked Estep 
Score: -31292174.000000 Penalty: 4106.765137
	Iteration 203Q: 3 clusters Score -3.129217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145849 members 
Mstep: Class 2 contains 161642 members 
Entering Unmasked Estep 
Score: -31292174.000000 Penalty: 4106.765137
	Iteration 204Q: 3 clusters Score -3.129217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145844 members 
Mstep: Class 2 contains 161647 members 
Entering Unmasked Estep 
Score: -31292166.000000 Penalty: 4106.765137
	Iteration 205Q: 3 clusters Score -3.129217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145837 members 
Mstep: Class 2 contains 161654 members 
Entering Unmasked Estep 
Score: -31292156.000000 Penalty: 4106.765137
	Iteration 206Q: 3 clusters Score -3.129216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145823 members 
Mstep: Class 2 contains 161668 members 
Entering Unmasked Estep 
Score: -31292158.000000 Penalty: 4106.765137
	Iteration 207Q: 3 clusters Score -3.129216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145808 members 
Mstep: Class 2 contains 161683 members 
Entering Unmasked Estep 
Score: -31292192.000000 Penalty: 4106.765137
	Iteration 208Q: 3 clusters Score -3.129219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145797 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -31292168.000000 Penalty: 4106.765137
	Iteration 209Q: 3 clusters Score -3.129217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145789 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -31292168.000000 Penalty: 4106.765137
	Iteration 210Q: 3 clusters Score -3.129217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145778 members 
Mstep: Class 2 contains 161713 members 
Entering Unmasked Estep 
Score: -31292152.000000 Penalty: 4106.765137
	Iteration 211Q: 3 clusters Score -3.129215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145770 members 
Mstep: Class 2 contains 161721 members 
Entering Unmasked Estep 
Score: -31292154.000000 Penalty: 4106.765137
	Iteration 212Q: 3 clusters Score -3.129215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 161729 members 
Entering Unmasked Estep 
Score: -31292154.000000 Penalty: 4106.765137
	Iteration 213Q: 3 clusters Score -3.129215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145761 members 
Mstep: Class 2 contains 161730 members 
Entering Unmasked Estep 
Score: -31292150.000000 Penalty: 4106.765137
	Iteration 214Q: 3 clusters Score -3.129215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145761 members 
Mstep: Class 2 contains 161730 members 
Entering Unmasked Estep 
Score: -31292150.000000 Penalty: 4106.765137
	Iteration 215F: 3 clusters Score -3.129215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -264328.906250 Penalty: 1289.125488
	Iteration 0F: 2 clusters Score -264328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -261816.437500 Penalty: 2578.250977
	Iteration 0F: 3 clusters Score -261816.4 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -262494.875000 Penalty: 2578.250977
	Iteration 1F: 3 clusters Score -262494.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -262709.281250 Penalty: 2578.250977
	Iteration 2F: 3 clusters Score -262709.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -262951.781250 Penalty: 2578.250977
	Iteration 3F: 3 clusters Score -262951.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -263238.593750 Penalty: 2578.250977
	Iteration 4F: 3 clusters Score -263238.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -263522.625000 Penalty: 2578.250977
	Iteration 5F: 3 clusters Score -263522.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -263659.281250 Penalty: 2578.250977
	Iteration 6F: 3 clusters Score -263659.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -263740.375000 Penalty: 2578.250977
	Iteration 7Q: 3 clusters Score -263740.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -263786.562500 Penalty: 2578.250977
	Iteration 8Q: 3 clusters Score -263786.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -263828.718750 Penalty: 2578.250977
	Iteration 9Q: 3 clusters Score -263828.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -263871.343750 Penalty: 2578.250977
	Iteration 10Q: 3 clusters Score -263871.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -263914.656250 Penalty: 2578.250977
	Iteration 11Q: 3 clusters Score -263914.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263933.125000 Penalty: 2578.250977
	Iteration 12Q: 3 clusters Score -263933.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -263943.093750 Penalty: 2578.250977
	Iteration 13Q: 3 clusters Score -263943.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -263956.250000 Penalty: 2578.250977
	Iteration 14Q: 3 clusters Score -263956.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -263965.968750 Penalty: 2578.250977
	Iteration 15Q: 3 clusters Score -263966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -263974.156250 Penalty: 2578.250977
	Iteration 16Q: 3 clusters Score -263974.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -263982.968750 Penalty: 2578.250977
	Iteration 17Q: 3 clusters Score -263983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -263988.843750 Penalty: 2578.250977
	Iteration 18Q: 3 clusters Score -263988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -263991.781250 Penalty: 2578.250977
	Iteration 19Q: 3 clusters Score -263991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -263993.406250 Penalty: 2578.250977
	Iteration 20F: 3 clusters Score -263993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -263997.093750 Penalty: 2578.250977
	Iteration 21Q: 3 clusters Score -263997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -264000.406250 Penalty: 2578.250977
	Iteration 22Q: 3 clusters Score -264000.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -264003.812500 Penalty: 2578.250977
	Iteration 23Q: 3 clusters Score -264003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -264005.531250 Penalty: 2578.250977
	Iteration 24Q: 3 clusters Score -264005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -264008.218750 Penalty: 2578.250977
	Iteration 25Q: 3 clusters Score -264008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -264013.468750 Penalty: 2578.250977
	Iteration 26Q: 3 clusters Score -264013.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -264022.281250 Penalty: 2578.250977
	Iteration 27Q: 3 clusters Score -264022.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -264027.656250 Penalty: 2578.250977
	Iteration 28Q: 3 clusters Score -264027.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -264028.500000 Penalty: 2578.250977
	Iteration 29Q: 3 clusters Score -264028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -264029.687500 Penalty: 2578.250977
	Iteration 30Q: 3 clusters Score -264029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -264029.812500 Penalty: 2578.250977
	Iteration 31Q: 3 clusters Score -264029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -264029.812500 Penalty: 2578.250977
	Iteration 32F: 3 clusters Score -264029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Entering Unmasked Estep 
Score: -2548942.500000 Penalty: 1643.464355
	Iteration 0F: 2 clusters Score -2548942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2532180.000000 Penalty: 3286.928711
	Iteration 0F: 3 clusters Score -2532180 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2538342.500000 Penalty: 3286.928711
	Iteration 1F: 3 clusters Score -2538342 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2538751.250000 Penalty: 3286.928711
	Iteration 2Q: 3 clusters Score -2538751 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2539211.500000 Penalty: 3286.928711
	Iteration 3Q: 3 clusters Score -2539212 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2539780.750000 Penalty: 3286.928711
	Iteration 4Q: 3 clusters Score -2539781 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2540461.250000 Penalty: 3286.928711
	Iteration 5F: 3 clusters Score -2540461 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2541341.750000 Penalty: 3286.928711
	Iteration 6F: 3 clusters Score -2541342 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2542414.000000 Penalty: 3286.928711
	Iteration 7F: 3 clusters Score -2542414 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2543533.250000 Penalty: 3286.928711
	Iteration 8F: 3 clusters Score -2543533 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2544416.500000 Penalty: 3286.928711
	Iteration 9F: 3 clusters Score -2544416 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2544856.250000 Penalty: 3286.928711
	Iteration 10Q: 3 clusters Score -2544856 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2545028.250000 Penalty: 3286.928711
	Iteration 11Q: 3 clusters Score -2545028 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2545134.250000 Penalty: 3286.928711
	Iteration 12Q: 3 clusters Score -2545134 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2545216.750000 Penalty: 3286.928711
	Iteration 13Q: 3 clusters Score -2545217 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2545281.250000 Penalty: 3286.928711
	Iteration 14Q: 3 clusters Score -2545281 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2545332.000000 Penalty: 3286.928711
	Iteration 15Q: 3 clusters Score -2545332 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2545371.250000 Penalty: 3286.928711
	Iteration 16Q: 3 clusters Score -2545371 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2545403.250000 Penalty: 3286.928711
	Iteration 17Q: 3 clusters Score -2545403 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2545456.250000 Penalty: 3286.928711
	Iteration 18Q: 3 clusters Score -2545456 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2545494.500000 Penalty: 3286.928711
	Iteration 19Q: 3 clusters Score -2545494 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2545530.000000 Penalty: 3286.928711
	Iteration 20F: 3 clusters Score -2545530 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2545565.500000 Penalty: 3286.928711
	Iteration 21Q: 3 clusters Score -2545566 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2545588.250000 Penalty: 3286.928711
	Iteration 22Q: 3 clusters Score -2545588 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2545613.750000 Penalty: 3286.928711
	Iteration 23Q: 3 clusters Score -2545614 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2545656.500000 Penalty: 3286.928711
	Iteration 24Q: 3 clusters Score -2545656 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2545673.750000 Penalty: 3286.928711
	Iteration 25Q: 3 clusters Score -2545674 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2545716.500000 Penalty: 3286.928711
	Iteration 26Q: 3 clusters Score -2545716 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2545735.500000 Penalty: 3286.928711
	Iteration 27Q: 3 clusters Score -2545736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2545777.250000 Penalty: 3286.928711
	Iteration 28Q: 3 clusters Score -2545777 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2545798.750000 Penalty: 3286.928711
	Iteration 29Q: 3 clusters Score -2545799 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2545828.750000 Penalty: 3286.928711
	Iteration 30Q: 3 clusters Score -2545829 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2545872.000000 Penalty: 3286.928711
	Iteration 31Q: 3 clusters Score -2545872 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2545910.750000 Penalty: 3286.928711
	Iteration 32Q: 3 clusters Score -2545911 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2545954.250000 Penalty: 3286.928711
	Iteration 33Q: 3 clusters Score -2545954 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2546017.250000 Penalty: 3286.928711
	Iteration 34Q: 3 clusters Score -2546017 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2546069.250000 Penalty: 3286.928711
	Iteration 35Q: 3 clusters Score -2546069 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2546161.000000 Penalty: 3286.928711
	Iteration 36Q: 3 clusters Score -2546161 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2546304.250000 Penalty: 3286.928711
	Iteration 37Q: 3 clusters Score -2546304 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2546414.500000 Penalty: 3286.928711
	Iteration 38Q: 3 clusters Score -2546414 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2546543.000000 Penalty: 3286.928711
	Iteration 39Q: 3 clusters Score -2546543 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2546652.000000 Penalty: 3286.928711
	Iteration 40F: 3 clusters Score -2546652 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2546751.250000 Penalty: 3286.928711
	Iteration 41Q: 3 clusters Score -2546751 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2546833.250000 Penalty: 3286.928711
	Iteration 42Q: 3 clusters Score -2546833 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2546912.500000 Penalty: 3286.928711
	Iteration 43Q: 3 clusters Score -2546912 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2546962.750000 Penalty: 3286.928711
	Iteration 44Q: 3 clusters Score -2546963 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2547012.250000 Penalty: 3286.928711
	Iteration 45Q: 3 clusters Score -2547012 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2547052.500000 Penalty: 3286.928711
	Iteration 46Q: 3 clusters Score -2547052 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2547086.250000 Penalty: 3286.928711
	Iteration 47Q: 3 clusters Score -2547086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2547118.000000 Penalty: 3286.928711
	Iteration 48Q: 3 clusters Score -2547118 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2547149.000000 Penalty: 3286.928711
	Iteration 49Q: 3 clusters Score -2547149 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2547173.750000 Penalty: 3286.928711
	Iteration 50Q: 3 clusters Score -2547174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2547197.750000 Penalty: 3286.928711
	Iteration 51Q: 3 clusters Score -2547198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2547211.000000 Penalty: 3286.928711
	Iteration 52Q: 3 clusters Score -2547211 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2547229.250000 Penalty: 3286.928711
	Iteration 53Q: 3 clusters Score -2547229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2547243.750000 Penalty: 3286.928711
	Iteration 54Q: 3 clusters Score -2547244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2547254.750000 Penalty: 3286.928711
	Iteration 55Q: 3 clusters Score -2547255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2547258.000000 Penalty: 3286.928711
	Iteration 56Q: 3 clusters Score -2547258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2547267.250000 Penalty: 3286.928711
	Iteration 57Q: 3 clusters Score -2547267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2547277.250000 Penalty: 3286.928711
	Iteration 58Q: 3 clusters Score -2547277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2547292.250000 Penalty: 3286.928711
	Iteration 59Q: 3 clusters Score -2547292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2547311.000000 Penalty: 3286.928711
	Iteration 60F: 3 clusters Score -2547311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2547323.750000 Penalty: 3286.928711
	Iteration 61Q: 3 clusters Score -2547324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2547333.500000 Penalty: 3286.928711
	Iteration 62Q: 3 clusters Score -2547334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2547345.250000 Penalty: 3286.928711
	Iteration 63Q: 3 clusters Score -2547345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2547357.500000 Penalty: 3286.928711
	Iteration 64Q: 3 clusters Score -2547358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2547358.250000 Penalty: 3286.928711
	Iteration 65Q: 3 clusters Score -2547358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2547371.500000 Penalty: 3286.928711
	Iteration 66Q: 3 clusters Score -2547372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2547384.250000 Penalty: 3286.928711
	Iteration 67Q: 3 clusters Score -2547384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2547394.250000 Penalty: 3286.928711
	Iteration 68Q: 3 clusters Score -2547394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2547406.500000 Penalty: 3286.928711
	Iteration 69Q: 3 clusters Score -2547406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2547410.750000 Penalty: 3286.928711
	Iteration 70Q: 3 clusters Score -2547411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2547414.500000 Penalty: 3286.928711
	Iteration 71Q: 3 clusters Score -2547414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2547428.250000 Penalty: 3286.928711
	Iteration 72Q: 3 clusters Score -2547428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2547445.250000 Penalty: 3286.928711
	Iteration 73Q: 3 clusters Score -2547445 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2547466.000000 Penalty: 3286.928711
	Iteration 74Q: 3 clusters Score -2547466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2547476.750000 Penalty: 3286.928711
	Iteration 75Q: 3 clusters Score -2547477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2547495.500000 Penalty: 3286.928711
	Iteration 76Q: 3 clusters Score -2547496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2547503.500000 Penalty: 3286.928711
	Iteration 77Q: 3 clusters Score -2547504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2547508.750000 Penalty: 3286.928711
	Iteration 78Q: 3 clusters Score -2547509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2547513.500000 Penalty: 3286.928711
	Iteration 79Q: 3 clusters Score -2547514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2547519.500000 Penalty: 3286.928711
	Iteration 80F: 3 clusters Score -2547520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2547526.250000 Penalty: 3286.928711
	Iteration 81Q: 3 clusters Score -2547526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2547531.000000 Penalty: 3286.928711
	Iteration 82Q: 3 clusters Score -2547531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2547536.500000 Penalty: 3286.928711
	Iteration 83Q: 3 clusters Score -2547536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2547541.500000 Penalty: 3286.928711
	Iteration 84Q: 3 clusters Score -2547542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2547553.250000 Penalty: 3286.928711
	Iteration 85Q: 3 clusters Score -2547553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2547561.000000 Penalty: 3286.928711
	Iteration 86Q: 3 clusters Score -2547561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2547561.750000 Penalty: 3286.928711
	Iteration 87Q: 3 clusters Score -2547562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2547569.750000 Penalty: 3286.928711
	Iteration 88Q: 3 clusters Score -2547570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2547570.750000 Penalty: 3286.928711
	Iteration 89Q: 3 clusters Score -2547571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2547576.750000 Penalty: 3286.928711
	Iteration 90Q: 3 clusters Score -2547577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2547577.000000 Penalty: 3286.928711
	Iteration 91Q: 3 clusters Score -2547577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2547575.250000 Penalty: 3286.928711
	Iteration 92Q: 3 clusters Score -2547575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2547582.750000 Penalty: 3286.928711
	Iteration 93Q: 3 clusters Score -2547583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2547584.750000 Penalty: 3286.928711
	Iteration 94Q: 3 clusters Score -2547585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2547592.250000 Penalty: 3286.928711
	Iteration 95Q: 3 clusters Score -2547592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2547592.000000 Penalty: 3286.928711
	Iteration 96Q: 3 clusters Score -2547592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2547591.250000 Penalty: 3286.928711
	Iteration 97Q: 3 clusters Score -2547591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2547587.750000 Penalty: 3286.928711
	Iteration 98Q: 3 clusters Score -2547588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2547584.500000 Penalty: 3286.928711
	Iteration 99Q: 3 clusters Score -2547584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2547586.000000 Penalty: 3286.928711
	Iteration 100F: 3 clusters Score -2547586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2547590.250000 Penalty: 3286.928711
	Iteration 101Q: 3 clusters Score -2547590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2547591.500000 Penalty: 3286.928711
	Iteration 102Q: 3 clusters Score -2547592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2547589.750000 Penalty: 3286.928711
	Iteration 103Q: 3 clusters Score -2547590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2547594.250000 Penalty: 3286.928711
	Iteration 104Q: 3 clusters Score -2547594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2547597.250000 Penalty: 3286.928711
	Iteration 105Q: 3 clusters Score -2547597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2547598.250000 Penalty: 3286.928711
	Iteration 106Q: 3 clusters Score -2547598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2547595.000000 Penalty: 3286.928711
	Iteration 107Q: 3 clusters Score -2547595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2547597.750000 Penalty: 3286.928711
	Iteration 108Q: 3 clusters Score -2547598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2547594.000000 Penalty: 3286.928711
	Iteration 109Q: 3 clusters Score -2547594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2547595.500000 Penalty: 3286.928711
	Iteration 110Q: 3 clusters Score -2547596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2547597.000000 Penalty: 3286.928711
	Iteration 111Q: 3 clusters Score -2547597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2547601.250000 Penalty: 3286.928711
	Iteration 112Q: 3 clusters Score -2547601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2547600.750000 Penalty: 3286.928711
	Iteration 113Q: 3 clusters Score -2547601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2547600.500000 Penalty: 3286.928711
	Iteration 114Q: 3 clusters Score -2547600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2547600.250000 Penalty: 3286.928711
	Iteration 115Q: 3 clusters Score -2547600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2547604.500000 Penalty: 3286.928711
	Iteration 116Q: 3 clusters Score -2547604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2547603.250000 Penalty: 3286.928711
	Iteration 117Q: 3 clusters Score -2547603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2547603.750000 Penalty: 3286.928711
	Iteration 118Q: 3 clusters Score -2547604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2547604.500000 Penalty: 3286.928711
	Iteration 119Q: 3 clusters Score -2547604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2547604.250000 Penalty: 3286.928711
	Iteration 120F: 3 clusters Score -2547604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Entering Unmasked Estep 
Score: -4300930.500000 Penalty: 1728.338135
	Iteration 0F: 2 clusters Score -4300930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4272886.000000 Penalty: 3456.676270
	Iteration 0F: 3 clusters Score -4272886 nChanged 19536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -4283698.500000 Penalty: 3456.676270
	Iteration 1F: 3 clusters Score -4283698 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -4284066.500000 Penalty: 3456.676270
	Iteration 2Q: 3 clusters Score -4284066 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -4284482.000000 Penalty: 3456.676270
	Iteration 3Q: 3 clusters Score -4284482 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -4285046.000000 Penalty: 3456.676270
	Iteration 4Q: 3 clusters Score -4285046 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -4285806.000000 Penalty: 3456.676270
	Iteration 5Q: 3 clusters Score -4285806 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4286923.500000 Penalty: 3456.676270
	Iteration 6F: 3 clusters Score -4286924 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4288603.000000 Penalty: 3456.676270
	Iteration 7F: 3 clusters Score -4288603 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -4290880.500000 Penalty: 3456.676270
	Iteration 8F: 3 clusters Score -4290880 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -4293540.500000 Penalty: 3456.676270
	Iteration 9F: 3 clusters Score -4293540 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -4295748.000000 Penalty: 3456.676270
	Iteration 10F: 3 clusters Score -4295748 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -4297134.500000 Penalty: 3456.676270
	Iteration 11Q: 3 clusters Score -4297134 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4297900.000000 Penalty: 3456.676270
	Iteration 12Q: 3 clusters Score -4297900 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -4298339.000000 Penalty: 3456.676270
	Iteration 13Q: 3 clusters Score -4298339 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -4298617.500000 Penalty: 3456.676270
	Iteration 14Q: 3 clusters Score -4298618 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -4298840.500000 Penalty: 3456.676270
	Iteration 15Q: 3 clusters Score -4298840 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -4299001.500000 Penalty: 3456.676270
	Iteration 16Q: 3 clusters Score -4299002 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -4299114.000000 Penalty: 3456.676270
	Iteration 17Q: 3 clusters Score -4299114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -4299183.000000 Penalty: 3456.676270
	Iteration 18Q: 3 clusters Score -4299183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -4299241.000000 Penalty: 3456.676270
	Iteration 19Q: 3 clusters Score -4299241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -4299293.000000 Penalty: 3456.676270
	Iteration 20F: 3 clusters Score -4299293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -4299324.000000 Penalty: 3456.676270
	Iteration 21Q: 3 clusters Score -4299324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -4299356.000000 Penalty: 3456.676270
	Iteration 22Q: 3 clusters Score -4299356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -4299381.500000 Penalty: 3456.676270
	Iteration 23Q: 3 clusters Score -4299382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -4299413.500000 Penalty: 3456.676270
	Iteration 24Q: 3 clusters Score -4299414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -4299437.000000 Penalty: 3456.676270
	Iteration 25Q: 3 clusters Score -4299437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -4299449.000000 Penalty: 3456.676270
	Iteration 26Q: 3 clusters Score -4299449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -4299469.000000 Penalty: 3456.676270
	Iteration 27Q: 3 clusters Score -4299469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -4299485.000000 Penalty: 3456.676270
	Iteration 28Q: 3 clusters Score -4299485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -4299490.000000 Penalty: 3456.676270
	Iteration 29Q: 3 clusters Score -4299490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -4299494.500000 Penalty: 3456.676270
	Iteration 30Q: 3 clusters Score -4299494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -4299500.000000 Penalty: 3456.676270
	Iteration 31Q: 3 clusters Score -4299500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -4299501.000000 Penalty: 3456.676270
	Iteration 32Q: 3 clusters Score -4299501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -4299501.000000 Penalty: 3456.676270
	Iteration 33F: 3 clusters Score -4299501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Entering Unmasked Estep 
Score: -2814687.750000 Penalty: 1659.444214
	Iteration 0F: 2 clusters Score -2814688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2796272.250000 Penalty: 3318.888428
	Iteration 0F: 3 clusters Score -2796272 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2803201.500000 Penalty: 3318.888428
	Iteration 1F: 3 clusters Score -2803202 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2803719.250000 Penalty: 3318.888428
	Iteration 2Q: 3 clusters Score -2803719 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2804265.250000 Penalty: 3318.888428
	Iteration 3Q: 3 clusters Score -2804265 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2804962.500000 Penalty: 3318.888428
	Iteration 4F: 3 clusters Score -2804962 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2805803.250000 Penalty: 3318.888428
	Iteration 5F: 3 clusters Score -2805803 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2806784.500000 Penalty: 3318.888428
	Iteration 6F: 3 clusters Score -2806784 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2808012.750000 Penalty: 3318.888428
	Iteration 7F: 3 clusters Score -2808013 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2809389.250000 Penalty: 3318.888428
	Iteration 8F: 3 clusters Score -2809389 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2810312.250000 Penalty: 3318.888428
	Iteration 9F: 3 clusters Score -2810312 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2810758.250000 Penalty: 3318.888428
	Iteration 10Q: 3 clusters Score -2810758 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2810977.500000 Penalty: 3318.888428
	Iteration 11Q: 3 clusters Score -2810978 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2811089.250000 Penalty: 3318.888428
	Iteration 12Q: 3 clusters Score -2811089 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2811190.500000 Penalty: 3318.888428
	Iteration 13Q: 3 clusters Score -2811190 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2811287.500000 Penalty: 3318.888428
	Iteration 14Q: 3 clusters Score -2811288 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2811372.500000 Penalty: 3318.888428
	Iteration 15Q: 3 clusters Score -2811372 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2811456.750000 Penalty: 3318.888428
	Iteration 16Q: 3 clusters Score -2811457 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2811538.750000 Penalty: 3318.888428
	Iteration 17Q: 3 clusters Score -2811539 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2811612.250000 Penalty: 3318.888428
	Iteration 18Q: 3 clusters Score -2811612 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2811706.000000 Penalty: 3318.888428
	Iteration 19Q: 3 clusters Score -2811706 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2811823.750000 Penalty: 3318.888428
	Iteration 20F: 3 clusters Score -2811824 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2811882.500000 Penalty: 3318.888428
	Iteration 21Q: 3 clusters Score -2811882 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2811968.250000 Penalty: 3318.888428
	Iteration 22Q: 3 clusters Score -2811968 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2812057.750000 Penalty: 3318.888428
	Iteration 23Q: 3 clusters Score -2812058 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2812128.250000 Penalty: 3318.888428
	Iteration 24Q: 3 clusters Score -2812128 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2812217.000000 Penalty: 3318.888428
	Iteration 25Q: 3 clusters Score -2812217 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2812307.750000 Penalty: 3318.888428
	Iteration 26Q: 3 clusters Score -2812308 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2812369.500000 Penalty: 3318.888428
	Iteration 27Q: 3 clusters Score -2812370 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2812438.250000 Penalty: 3318.888428
	Iteration 28Q: 3 clusters Score -2812438 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2812507.750000 Penalty: 3318.888428
	Iteration 29Q: 3 clusters Score -2812508 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2812590.750000 Penalty: 3318.888428
	Iteration 30Q: 3 clusters Score -2812591 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2812668.000000 Penalty: 3318.888428
	Iteration 31Q: 3 clusters Score -2812668 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2812745.500000 Penalty: 3318.888428
	Iteration 32Q: 3 clusters Score -2812746 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2812822.500000 Penalty: 3318.888428
	Iteration 33Q: 3 clusters Score -2812822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2812887.500000 Penalty: 3318.888428
	Iteration 34Q: 3 clusters Score -2812888 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2812947.000000 Penalty: 3318.888428
	Iteration 35Q: 3 clusters Score -2812947 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2812993.000000 Penalty: 3318.888428
	Iteration 36Q: 3 clusters Score -2812993 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2813037.500000 Penalty: 3318.888428
	Iteration 37Q: 3 clusters Score -2813038 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2813082.250000 Penalty: 3318.888428
	Iteration 38Q: 3 clusters Score -2813082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2813108.750000 Penalty: 3318.888428
	Iteration 39Q: 3 clusters Score -2813109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2813147.250000 Penalty: 3318.888428
	Iteration 40F: 3 clusters Score -2813147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2813181.500000 Penalty: 3318.888428
	Iteration 41Q: 3 clusters Score -2813182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2813207.750000 Penalty: 3318.888428
	Iteration 42Q: 3 clusters Score -2813208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2813231.000000 Penalty: 3318.888428
	Iteration 43Q: 3 clusters Score -2813231 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2813242.000000 Penalty: 3318.888428
	Iteration 44Q: 3 clusters Score -2813242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2813260.750000 Penalty: 3318.888428
	Iteration 45Q: 3 clusters Score -2813261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2813271.000000 Penalty: 3318.888428
	Iteration 46Q: 3 clusters Score -2813271 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2813298.000000 Penalty: 3318.888428
	Iteration 47Q: 3 clusters Score -2813298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2813319.750000 Penalty: 3318.888428
	Iteration 48Q: 3 clusters Score -2813320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2813329.000000 Penalty: 3318.888428
	Iteration 49Q: 3 clusters Score -2813329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2813341.750000 Penalty: 3318.888428
	Iteration 50Q: 3 clusters Score -2813342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2813354.250000 Penalty: 3318.888428
	Iteration 51Q: 3 clusters Score -2813354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2813357.500000 Penalty: 3318.888428
	Iteration 52Q: 3 clusters Score -2813358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2813363.750000 Penalty: 3318.888428
	Iteration 53Q: 3 clusters Score -2813364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2813379.000000 Penalty: 3318.888428
	Iteration 54Q: 3 clusters Score -2813379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2813388.250000 Penalty: 3318.888428
	Iteration 55Q: 3 clusters Score -2813388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2813401.250000 Penalty: 3318.888428
	Iteration 56Q: 3 clusters Score -2813401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2813411.250000 Penalty: 3318.888428
	Iteration 57Q: 3 clusters Score -2813411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2813412.750000 Penalty: 3318.888428
	Iteration 58Q: 3 clusters Score -2813413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2813424.250000 Penalty: 3318.888428
	Iteration 59Q: 3 clusters Score -2813424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2813422.750000 Penalty: 3318.888428
	Iteration 60F: 3 clusters Score -2813423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2813427.750000 Penalty: 3318.888428
	Iteration 61Q: 3 clusters Score -2813428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2813431.500000 Penalty: 3318.888428
	Iteration 62Q: 3 clusters Score -2813432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2813439.750000 Penalty: 3318.888428
	Iteration 63Q: 3 clusters Score -2813440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2813442.500000 Penalty: 3318.888428
	Iteration 64Q: 3 clusters Score -2813442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2813444.000000 Penalty: 3318.888428
	Iteration 65Q: 3 clusters Score -2813444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2813450.750000 Penalty: 3318.888428
	Iteration 66Q: 3 clusters Score -2813451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2813451.500000 Penalty: 3318.888428
	Iteration 67Q: 3 clusters Score -2813452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2813452.500000 Penalty: 3318.888428
	Iteration 68Q: 3 clusters Score -2813452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2813454.000000 Penalty: 3318.888428
	Iteration 69Q: 3 clusters Score -2813454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2813454.000000 Penalty: 3318.888428
	Iteration 70F: 3 clusters Score -2813454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77707 members 
Mstep: Class 4 contains 1984 members 
Mstep: Class 5 contains 321585 members 
Mstep: Class 6 contains 37426 members 
Mstep: Class 9 contains 36533 members 
Mstep: Class 10 contains 6985 members 
Mstep: Class 12 contains 52536 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 14 contains 307491 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 18 contains 41603 members 
Mstep: Class 19 contains 27227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137192.000000 Penalty: 29056.449219
Iteration 159Q: 14 clusters Score -9.413719e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77750 members 
Mstep: Class 4 contains 1984 members 
Mstep: Class 5 contains 321450 members 
Mstep: Class 6 contains 37205 members 
Mstep: Class 9 contains 36549 members 
Mstep: Class 10 contains 6997 members 
Mstep: Class 12 contains 52649 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 307600 members 
Mstep: Class 15 contains 2789 members 
Mstep: Class 16 contains 24693 members 
Mstep: Class 18 contains 41635 members 
Mstep: Class 19 contains 27242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137320.000000 Penalty: 29056.449219
Iteration 160F: 14 clusters Score -9.413732e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77794 members 
Mstep: Class 4 contains 1984 members 
Mstep: Class 5 contains 321381 members 
Mstep: Class 6 contains 36986 members 
Mstep: Class 9 contains 36553 members 
Mstep: Class 10 contains 7006 members 
Mstep: Class 12 contains 52746 members 
Mstep: Class 13 contains 2275 members 
Mstep: Class 14 contains 307701 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 24706 members 
Mstep: Class 18 contains 41660 members 
Mstep: Class 19 contains 27238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137368.000000 Penalty: 29056.449219
Iteration 161Q: 14 clusters Score -9.413737e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77824 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 5 contains 321293 members 
Mstep: Class 6 contains 36749 members 
Mstep: Class 9 contains 36569 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 12 contains 52845 members 
Mstep: Class 13 contains 2267 members 
Mstep: Class 14 contains 307854 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 18 contains 41672 members 
Mstep: Class 19 contains 27239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137320.000000 Penalty: 29056.449219
Iteration 162Q: 14 clusters Score -9.413732e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77862 members 
Mstep: Class 4 contains 1987 members 
Mstep: Class 5 contains 321211 members 
Mstep: Class 6 contains 36527 members 
Mstep: Class 9 contains 36584 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 12 contains 52945 members 
Mstep: Class 13 contains 2261 members 
Mstep: Class 14 contains 307989 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 24716 members 
Mstep: Class 18 contains 41692 members 
Mstep: Class 19 contains 27234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137256.000000 Penalty: 29056.449219
Iteration 163Q: 14 clusters Score -9.413726e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77890 members 
Mstep: Class 4 contains 1988 members 
Mstep: Class 5 contains 321093 members 
Mstep: Class 6 contains 36279 members 
Mstep: Class 9 contains 36592 members 
Mstep: Class 10 contains 7025 members 
Mstep: Class 12 contains 53035 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 308237 members 
Mstep: Class 15 contains 2790 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 18 contains 41689 members 
Mstep: Class 19 contains 27231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136976.000000 Penalty: 29056.449219
Iteration 164Q: 14 clusters Score -9.413698e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77925 members 
Mstep: Class 4 contains 1989 members 
Mstep: Class 5 contains 321060 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 9 contains 36601 members 
Mstep: Class 10 contains 7031 members 
Mstep: Class 12 contains 53134 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 308403 members 
Mstep: Class 15 contains 2786 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 18 contains 41691 members 
Mstep: Class 19 contains 27214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136832.000000 Penalty: 29056.449219
Iteration 165Q: 14 clusters Score -9.413683e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77959 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 321040 members 
Mstep: Class 6 contains 35734 members 
Mstep: Class 9 contains 36603 members 
Mstep: Class 10 contains 7035 members 
Mstep: Class 12 contains 53249 members 
Mstep: Class 13 contains 2254 members 
Mstep: Class 14 contains 308551 members 
Mstep: Class 15 contains 2785 members 
Mstep: Class 16 contains 24729 members 
Mstep: Class 18 contains 41704 members 
Mstep: Class 19 contains 27192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136960.000000 Penalty: 29056.449219
Iteration 166Q: 14 clusters Score -9.413696e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77972 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 320988 members 
Mstep: Class 6 contains 35505 members 
Mstep: Class 9 contains 36611 members 
Mstep: Class 10 contains 7039 members 
Mstep: Class 12 contains 53370 members 
Mstep: Class 13 contains 2250 members 
Mstep: Class 14 contains 308715 members 
Mstep: Class 15 contains 2786 members 
Mstep: Class 16 contains 24725 members 
Mstep: Class 18 contains 41703 members 
Mstep: Class 19 contains 27171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136888.000000 Penalty: 29056.449219
Iteration 167Q: 14 clusters Score -9.413689e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78021 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 320834 members 
Mstep: Class 6 contains 35293 members 
Mstep: Class 9 contains 36623 members 
Mstep: Class 10 contains 7042 members 
Mstep: Class 12 contains 53462 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 308930 members 
Mstep: Class 15 contains 2785 members 
Mstep: Class 16 contains 24747 members 
Mstep: Class 18 contains 41699 members 
Mstep: Class 19 contains 27157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136744.000000 Penalty: 29056.449219
Iteration 168Q: 14 clusters Score -9.413674e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78043 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 320726 members 
Mstep: Class 6 contains 35052 members 
Mstep: Class 9 contains 36633 members 
Mstep: Class 10 contains 7048 members 
Mstep: Class 12 contains 53564 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 309124 members 
Mstep: Class 15 contains 2783 members 
Mstep: Class 16 contains 24777 members 
Mstep: Class 18 contains 41706 members 
Mstep: Class 19 contains 27144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136504.000000 Penalty: 29056.449219
Iteration 169Q: 14 clusters Score -9.41365e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78077 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 320587 members 
Mstep: Class 6 contains 34823 members 
Mstep: Class 9 contains 36640 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 12 contains 53690 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 309298 members 
Mstep: Class 15 contains 2785 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 18 contains 41711 members 
Mstep: Class 19 contains 27136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136272.000000 Penalty: 29056.449219
Iteration 170Q: 14 clusters Score -9.413627e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78122 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 320491 members 
Mstep: Class 6 contains 34560 members 
Mstep: Class 9 contains 36663 members 
Mstep: Class 10 contains 7061 members 
Mstep: Class 12 contains 53812 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 309440 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 24828 members 
Mstep: Class 18 contains 41711 members 
Mstep: Class 19 contains 27133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136056.000000 Penalty: 29056.449219
Iteration 171Q: 14 clusters Score -9.413606e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78146 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 320501 members 
Mstep: Class 6 contains 34298 members 
Mstep: Class 9 contains 36672 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 12 contains 53917 members 
Mstep: Class 13 contains 2222 members 
Mstep: Class 14 contains 309548 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 24838 members 
Mstep: Class 18 contains 41714 members 
Mstep: Class 19 contains 27128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136088.000000 Penalty: 29056.449219
Iteration 172Q: 14 clusters Score -9.413609e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78169 members 
Mstep: Class 4 contains 1992 members 
Mstep: Class 5 contains 320425 members 
Mstep: Class 6 contains 34063 members 
Mstep: Class 9 contains 36674 members 
Mstep: Class 10 contains 7067 members 
Mstep: Class 12 contains 54012 members 
Mstep: Class 13 contains 2218 members 
Mstep: Class 14 contains 309717 members 
Mstep: Class 15 contains 2781 members 
Mstep: Class 16 contains 24859 members 
Mstep: Class 18 contains 41723 members 
Mstep: Class 19 contains 27125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135872.000000 Penalty: 29056.449219
Iteration 173Q: 14 clusters Score -9.413587e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78201 members 
Mstep: Class 4 contains 1992 members 
Mstep: Class 5 contains 320322 members 
Mstep: Class 6 contains 33830 members 
Mstep: Class 9 contains 36676 members 
Mstep: Class 10 contains 7075 members 
Mstep: Class 12 contains 54102 members 
Mstep: Class 13 contains 2216 members 
Mstep: Class 14 contains 309908 members 
Mstep: Class 15 contains 2780 members 
Mstep: Class 16 contains 24879 members 
Mstep: Class 18 contains 41730 members 
Mstep: Class 19 contains 27114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135664.000000 Penalty: 29056.449219
Iteration 174Q: 14 clusters Score -9.413566e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78237 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 320222 members 
Mstep: Class 6 contains 33586 members 
Mstep: Class 9 contains 36677 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 12 contains 54228 members 
Mstep: Class 13 contains 2214 members 
Mstep: Class 14 contains 310093 members 
Mstep: Class 15 contains 2776 members 
Mstep: Class 16 contains 24892 members 
Mstep: Class 18 contains 41727 members 
Mstep: Class 19 contains 27103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135560.000000 Penalty: 29056.449219
Iteration 175Q: 14 clusters Score -9.413556e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78298 members 
Mstep: Class 4 contains 1991 members 
Mstep: Class 5 contains 320163 members 
Mstep: Class 6 contains 33341 members 
Mstep: Class 9 contains 36678 members 
Mstep: Class 10 contains 7089 members 
Mstep: Class 12 contains 54364 members 
Mstep: Class 13 contains 2212 members 
Mstep: Class 14 contains 310212 members 
Mstep: Class 15 contains 2767 members 
Mstep: Class 16 contains 24904 members 
Mstep: Class 18 contains 41726 members 
Mstep: Class 19 contains 27080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135472.000000 Penalty: 29056.449219
Iteration 176Q: 14 clusters Score -9.413547e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78340 members 
Mstep: Class 4 contains 1991 members 
Mstep: Class 5 contains 320061 members 
Mstep: Class 6 contains 33074 members 
Mstep: Class 9 contains 36677 members 
Mstep: Class 10 contains 7105 members 
Mstep: Class 12 contains 54478 members 
Mstep: Class 13 contains 2210 members 
Mstep: Class 14 contains 310408 members 
Mstep: Class 15 contains 2770 members 
Mstep: Class 16 contains 24918 members 
Mstep: Class 18 contains 41724 members 
Mstep: Class 19 contains 27069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135176.000000 Penalty: 29056.449219
Iteration 177Q: 14 clusters Score -9.413518e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78401 members 
Mstep: Class 4 contains 1993 members 
Mstep: Class 5 contains 319983 members 
Mstep: Class 6 contains 32794 members 
Mstep: Class 9 contains 36661 members 
Mstep: Class 10 contains 7118 members 
Mstep: Class 12 contains 54605 members 
Mstep: Class 13 contains 2208 members 
Mstep: Class 14 contains 310576 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 16 contains 24931 members 
Mstep: Class 18 contains 41724 members 
Mstep: Class 19 contains 27060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134864.000000 Penalty: 29056.449219
Iteration 178Q: 14 clusters Score -9.413486e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78440 members 
Mstep: Class 4 contains 1994 members 
Mstep: Class 5 contains 319920 members 
Mstep: Class 6 contains 32473 members 
Mstep: Class 9 contains 36657 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 12 contains 54746 members 
Mstep: Class 13 contains 2206 members 
Mstep: Class 14 contains 310757 members 
Mstep: Class 15 contains 2780 members 
Mstep: Class 16 contains 24943 members 
Mstep: Class 18 contains 41734 members 
Mstep: Class 19 contains 27047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134520.000000 Penalty: 29056.449219
Iteration 179Q: 14 clusters Score -9.413452e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78483 members 
Mstep: Class 4 contains 1994 members 
Mstep: Class 5 contains 319873 members 
Mstep: Class 6 contains 32151 members 
Mstep: Class 9 contains 36658 members 
Mstep: Class 10 contains 7138 members 
Mstep: Class 12 contains 54882 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 14 contains 310905 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 24964 members 
Mstep: Class 18 contains 41756 members 
Mstep: Class 19 contains 27036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134480.000000 Penalty: 29056.449219
Iteration 180F: 14 clusters Score -9.413448e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78529 members 
Mstep: Class 4 contains 1998 members 
Mstep: Class 5 contains 319773 members 
Mstep: Class 6 contains 31819 members 
Mstep: Class 9 contains 36655 members 
Mstep: Class 10 contains 7144 members 
Mstep: Class 12 contains 55027 members 
Mstep: Class 13 contains 2197 members 
Mstep: Class 14 contains 311104 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 24989 members 
Mstep: Class 18 contains 41775 members 
Mstep: Class 19 contains 27027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134376.000000 Penalty: 29056.449219
Iteration 181Q: 14 clusters Score -9.413438e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78604 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 319729 members 
Mstep: Class 6 contains 31487 members 
Mstep: Class 9 contains 36655 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 12 contains 55169 members 
Mstep: Class 13 contains 2194 members 
Mstep: Class 14 contains 311194 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 25007 members 
Mstep: Class 18 contains 41807 members 
Mstep: Class 19 contains 27038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134480.000000 Penalty: 29056.449219
Iteration 182Q: 14 clusters Score -9.413448e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78679 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 319691 members 
Mstep: Class 6 contains 31154 members 
Mstep: Class 9 contains 36649 members 
Mstep: Class 10 contains 7150 members 
Mstep: Class 12 contains 55285 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 311312 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 25032 members 
Mstep: Class 18 contains 41841 members 
Mstep: Class 19 contains 27041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134112.000000 Penalty: 29056.449219
Iteration 183Q: 14 clusters Score -9.413411e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78715 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 319633 members 
Mstep: Class 6 contains 30832 members 
Mstep: Class 9 contains 36657 members 
Mstep: Class 10 contains 7154 members 
Mstep: Class 12 contains 55411 members 
Mstep: Class 13 contains 2190 members 
Mstep: Class 14 contains 311451 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 25057 members 
Mstep: Class 18 contains 41878 members 
Mstep: Class 19 contains 27046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134032.000000 Penalty: 29056.449219
Iteration 184Q: 14 clusters Score -9.413403e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78751 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 319582 members 
Mstep: Class 6 contains 30512 members 
Mstep: Class 9 contains 36672 members 
Mstep: Class 10 contains 7159 members 
Mstep: Class 12 contains 55538 members 
Mstep: Class 13 contains 2185 members 
Mstep: Class 14 contains 311572 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 25075 members 
Mstep: Class 18 contains 41926 members 
Mstep: Class 19 contains 27049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134064.000000 Penalty: 29056.449219
Iteration 185Q: 14 clusters Score -9.413406e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78812 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 319614 members 
Mstep: Class 6 contains 30142 members 
Mstep: Class 9 contains 36684 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 12 contains 55666 members 
Mstep: Class 13 contains 2183 members 
Mstep: Class 14 contains 311651 members 
Mstep: Class 15 contains 2801 members 
Mstep: Class 16 contains 25098 members 
Mstep: Class 18 contains 41951 members 
Mstep: Class 19 contains 27056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133880.000000 Penalty: 29056.449219
Iteration 186Q: 14 clusters Score -9.413388e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78887 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 319579 members 
Mstep: Class 6 contains 29776 members 
Mstep: Class 9 contains 36692 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 12 contains 55800 members 
Mstep: Class 13 contains 2177 members 
Mstep: Class 14 contains 311767 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 25126 members 
Mstep: Class 18 contains 41984 members 
Mstep: Class 19 contains 27061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133680.000000 Penalty: 29056.449219
Iteration 187Q: 14 clusters Score -9.413368e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78940 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 319533 members 
Mstep: Class 6 contains 29392 members 
Mstep: Class 9 contains 36702 members 
Mstep: Class 10 contains 7176 members 
Mstep: Class 12 contains 55947 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 311919 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 25150 members 
Mstep: Class 18 contains 42007 members 
Mstep: Class 19 contains 27074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133320.000000 Penalty: 29056.449219
Iteration 188Q: 14 clusters Score -9.413332e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78972 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 319478 members 
Mstep: Class 6 contains 29038 members 
Mstep: Class 9 contains 36713 members 
Mstep: Class 10 contains 7187 members 
Mstep: Class 12 contains 56061 members 
Mstep: Class 13 contains 2158 members 
Mstep: Class 14 contains 312080 members 
Mstep: Class 15 contains 2807 members 
Mstep: Class 16 contains 25172 members 
Mstep: Class 18 contains 42050 members 
Mstep: Class 19 contains 27102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133344.000000 Penalty: 29056.449219
Iteration 189Q: 14 clusters Score -9.413334e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79014 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 319438 members 
Mstep: Class 6 contains 28669 members 
Mstep: Class 9 contains 36723 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 12 contains 56191 members 
Mstep: Class 13 contains 2150 members 
Mstep: Class 14 contains 312232 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 25204 members 
Mstep: Class 18 contains 42081 members 
Mstep: Class 19 contains 27117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133184.000000 Penalty: 29056.449219
Iteration 190Q: 14 clusters Score -9.413318e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79043 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 319363 members 
Mstep: Class 6 contains 28278 members 
Mstep: Class 9 contains 36727 members 
Mstep: Class 10 contains 7200 members 
Mstep: Class 12 contains 56334 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 312443 members 
Mstep: Class 15 contains 2807 members 
Mstep: Class 16 contains 25233 members 
Mstep: Class 18 contains 42105 members 
Mstep: Class 19 contains 27141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132976.000000 Penalty: 29056.449219
Iteration 191Q: 14 clusters Score -9.413298e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79088 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 319348 members 
Mstep: Class 6 contains 27907 members 
Mstep: Class 9 contains 36728 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 12 contains 56477 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 312570 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 25262 members 
Mstep: Class 18 contains 42133 members 
Mstep: Class 19 contains 27160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132832.000000 Penalty: 29056.449219
Iteration 192Q: 14 clusters Score -9.413283e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79141 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 319275 members 
Mstep: Class 6 contains 27518 members 
Mstep: Class 9 contains 36730 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 12 contains 56624 members 
Mstep: Class 13 contains 2130 members 
Mstep: Class 14 contains 312778 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 25273 members 
Mstep: Class 18 contains 42154 members 
Mstep: Class 19 contains 27181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132568.000000 Penalty: 29056.449219
Iteration 193Q: 14 clusters Score -9.413257e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79185 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 319227 members 
Mstep: Class 6 contains 27132 members 
Mstep: Class 9 contains 36733 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 12 contains 56775 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 312954 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 25286 members 
Mstep: Class 18 contains 42172 members 
Mstep: Class 19 contains 27209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132416.000000 Penalty: 29056.449219
Iteration 194Q: 14 clusters Score -9.413242e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79242 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 319109 members 
Mstep: Class 6 contains 26767 members 
Mstep: Class 9 contains 36748 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 12 contains 56912 members 
Mstep: Class 13 contains 2117 members 
Mstep: Class 14 contains 313154 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 25307 members 
Mstep: Class 18 contains 42198 members 
Mstep: Class 19 contains 27234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132448.000000 Penalty: 29056.449219
Iteration 195Q: 14 clusters Score -9.413245e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79310 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 319100 members 
Mstep: Class 6 contains 26395 members 
Mstep: Class 9 contains 36774 members 
Mstep: Class 10 contains 7228 members 
Mstep: Class 12 contains 57034 members 
Mstep: Class 13 contains 2107 members 
Mstep: Class 14 contains 313250 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 25339 members 
Mstep: Class 18 contains 42213 members 
Mstep: Class 19 contains 27261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132464.000000 Penalty: 29056.449219
Iteration 196Q: 14 clusters Score -9.413246e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79387 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 318987 members 
Mstep: Class 6 contains 26034 members 
Mstep: Class 9 contains 36787 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 12 contains 57172 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 313400 members 
Mstep: Class 15 contains 2801 members 
Mstep: Class 16 contains 25388 members 
Mstep: Class 18 contains 42235 members 
Mstep: Class 19 contains 27285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132280.000000 Penalty: 29056.449219
Iteration 197Q: 14 clusters Score -9.413228e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79454 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 318919 members 
Mstep: Class 6 contains 25626 members 
Mstep: Class 9 contains 36804 members 
Mstep: Class 10 contains 7241 members 
Mstep: Class 12 contains 57318 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 313541 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 25443 members 
Mstep: Class 18 contains 42247 members 
Mstep: Class 19 contains 27317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132232.000000 Penalty: 29056.449219
Iteration 198Q: 14 clusters Score -9.413223e+07 nChanged 2025
Entering ConstructFrom: 
Score: -94132232.000000 Penalty: 29056.449219
Entering ConstructFrom: 
Trying to split cluster 2 (79500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Entering Unmasked Estep 
Score: -7891740.000000 Penalty: 1833.570679
	Iteration 0F: 2 clusters Score -7891740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -7838727.000000 Penalty: 3667.141357
	Iteration 0F: 3 clusters Score -7838727 nChanged 37527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -7860573.500000 Penalty: 3667.141357
	Iteration 1F: 3 clusters Score -7860574 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -7861409.500000 Penalty: 3667.141357
	Iteration 2Q: 3 clusters Score -7861410 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7862474 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7863785 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7867236 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -7869161.500000 Penalty: 3667.141357
	Iteration 7F: 3 clusters Score -7869162 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7871056 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7872696 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -7873939.500000 Penalty: 3667.141357
	Iteration 10Q: 3 clusters Score -7873940 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7874849 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7875467 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -7876020.500000 Penalty: 3667.141357
	Iteration 13Q: 3 clusters Score -7876020 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7876437 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -7876816.500000 Penalty: 3667.141357
	Iteration 15Q: 3 clusters Score -7876816 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -7877073.500000 Penalty: 3667.141357
	Iteration 16Q: 3 clusters Score -7877074 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7877451 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -7877816.000000 Penalty: 3667.141357
	Iteration 18Q: 3 clusters Score -7877816 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -7878208.500000 Penalty: 3667.141357
	Iteration 19Q: 3 clusters Score -7878208 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -7878692.000000 Penalty: 3667.141357
	Iteration 20F: 3 clusters Score -7878692 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -7879203.000000 Penalty: 3667.141357
	Iteration 21Q: 3 clusters Score -7879203 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -7879995.500000 Penalty: 3667.141357
	Iteration 22Q: 3 clusters Score -7879996 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -7881099.000000 Penalty: 3667.141357
	Iteration 23Q: 3 clusters Score -7881099 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -7882491.000000 Penalty: 3667.141357
	Iteration 24Q: 3 clusters Score -7882491 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -7883955.000000 Penalty: 3667.141357
	Iteration 25Q: 3 clusters Score -7883955 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -7885272.000000 Penalty: 3667.141357
	Iteration 26Q: 3 clusters Score -7885272 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -7886355.000000 Penalty: 3667.141357
	Iteration 27Q: 3 clusters Score -7886355 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -7887212.000000 Penalty: 3667.141357
	Iteration 28Q: 3 clusters Score -7887212 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -7887850.500000 Penalty: 3667.141357
	Iteration 29Q: 3 clusters Score -7887850 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -7888301.500000 Penalty: 3667.141357
	Iteration 30Q: 3 clusters Score -7888302 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7888596 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7888836 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7888998 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7889130 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7889236 nChanged 316
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -7889319.000000 Penalty: 3667.141357
	Iteration 36Q: 3 clusters Score -7889319 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7889384 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7889449 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7889502 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -7889525.000000 Penalty: 3667.141357
	Iteration 40F: 3 clusters Score -7889525 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7889537 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7889554 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -7889575.000000 Penalty: 3667.141357
	Iteration 43Q: 3 clusters Score -7889575 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7889607.500000 Penalty: 3667.141357
	Iteration 44Q: 3 clusters Score -7889608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74410 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7889638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7889643 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7889678.000000 Penalty: 3667.141357
	Iteration 47Q: 3 clusters Score -7889678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7889700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7889707 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7889714 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7889736 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7889735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -7889733.500000 Penalty: 3667.141357
	Iteration 53Q: 3 clusters Score -7889734 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75245 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -7889755.000000 Penalty: 3667.141357
	Iteration 54Q: 3 clusters Score -7889755 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7889768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7889774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7889784 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7889787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7889804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7889825 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7889824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7889824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7889842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7889835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75736 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7889844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7889850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7889850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7889849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7889858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7889864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7889866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7889874 nChanged 26
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Mstep: Class 1 contains 75989 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7889884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7889888 nChanged 26
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Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7889886 nChanged 26
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Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7889898 nChanged 17
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Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7889897 nChanged 11
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Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7889895 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7889898 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7889902 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7889904 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7889910 nChanged 13
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Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7889914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7889916 nChanged 21
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Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7889914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7889922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7889928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7889938 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -7889941.000000 Penalty: 3667.141357
	Iteration 89Q: 3 clusters Score -7889941 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7889942 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7889943.000000 Penalty: 3667.141357
	Iteration 91Q: 3 clusters Score -7889943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -7889939.500000 Penalty: 3667.141357
	Iteration 92Q: 3 clusters Score -7889940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7889946.500000 Penalty: 3667.141357
	Iteration 93Q: 3 clusters Score -7889946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7889946.000000 Penalty: 3667.141357
	Iteration 94Q: 3 clusters Score -7889946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -7889960.500000 Penalty: 3667.141357
	Iteration 95Q: 3 clusters Score -7889960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -7889957.000000 Penalty: 3667.141357
	Iteration 96Q: 3 clusters Score -7889957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7889953.000000 Penalty: 3667.141357
	Iteration 97Q: 3 clusters Score -7889953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7889964.500000 Penalty: 3667.141357
	Iteration 98Q: 3 clusters Score -7889964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -7889966.500000 Penalty: 3667.141357
	Iteration 99Q: 3 clusters Score -7889966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7889971.500000 Penalty: 3667.141357
	Iteration 100F: 3 clusters Score -7889972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76457 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7889971.000000 Penalty: 3667.141357
	Iteration 101Q: 3 clusters Score -7889971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7889986.000000 Penalty: 3667.141357
	Iteration 102Q: 3 clusters Score -7889986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7889985.500000 Penalty: 3667.141357
	Iteration 103Q: 3 clusters Score -7889986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -7889986.000000 Penalty: 3667.141357
	Iteration 104Q: 3 clusters Score -7889986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -7889990.500000 Penalty: 3667.141357
	Iteration 105Q: 3 clusters Score -7889990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7889995.500000 Penalty: 3667.141357
	Iteration 106Q: 3 clusters Score -7889996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76539 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7889994.000000 Penalty: 3667.141357
	Iteration 107Q: 3 clusters Score -7889994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7889996.500000 Penalty: 3667.141357
	Iteration 108Q: 3 clusters Score -7889996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7889992.000000 Penalty: 3667.141357
	Iteration 109Q: 3 clusters Score -7889992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7889991.000000 Penalty: 3667.141357
	Iteration 110Q: 3 clusters Score -7889991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7889992.000000 Penalty: 3667.141357
	Iteration 111Q: 3 clusters Score -7889992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76563 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7889994.000000 Penalty: 3667.141357
	Iteration 112Q: 3 clusters Score -7889994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7889994.500000 Penalty: 3667.141357
	Iteration 113Q: 3 clusters Score -7889994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7889994.500000 Penalty: 3667.141357
	Iteration 114F: 3 clusters Score -7889994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -196208.468750 Penalty: 1236.280151
	Iteration 0F: 2 clusters Score -196208.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -194129.890625 Penalty: 2472.560303
	Iteration 0F: 3 clusters Score -194129.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -194612.546875 Penalty: 2472.560303
	Iteration 1F: 3 clusters Score -194612.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -194810.062500 Penalty: 2472.560303
	Iteration 2F: 3 clusters Score -194810.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -194979.156250 Penalty: 2472.560303
	Iteration 3F: 3 clusters Score -194979.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -195084.953125 Penalty: 2472.560303
	Iteration 4F: 3 clusters Score -195085 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -195159.375000 Penalty: 2472.560303
	Iteration 5Q: 3 clusters Score -195159.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -195224.812500 Penalty: 2472.560303
	Iteration 6Q: 3 clusters Score -195224.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -195290.421875 Penalty: 2472.560303
	Iteration 7Q: 3 clusters Score -195290.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -195340.328125 Penalty: 2472.560303
	Iteration 8Q: 3 clusters Score -195340.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -195365.843750 Penalty: 2472.560303
	Iteration 9Q: 3 clusters Score -195365.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -195377.218750 Penalty: 2472.560303
	Iteration 10Q: 3 clusters Score -195377.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -195387.296875 Penalty: 2472.560303
	Iteration 11Q: 3 clusters Score -195387.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -195393.593750 Penalty: 2472.560303
	Iteration 12Q: 3 clusters Score -195393.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -195400.187500 Penalty: 2472.560303
	Iteration 13Q: 3 clusters Score -195400.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -195408.593750 Penalty: 2472.560303
	Iteration 14Q: 3 clusters Score -195408.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -195416.468750 Penalty: 2472.560303
	Iteration 15Q: 3 clusters Score -195416.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -195426.843750 Penalty: 2472.560303
	Iteration 16Q: 3 clusters Score -195426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -195431.812500 Penalty: 2472.560303
	Iteration 17Q: 3 clusters Score -195431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -195432.781250 Penalty: 2472.560303
	Iteration 18Q: 3 clusters Score -195432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -195433.296875 Penalty: 2472.560303
	Iteration 19Q: 3 clusters Score -195433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -195434.109375 Penalty: 2472.560303
	Iteration 20F: 3 clusters Score -195434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -195434.375000 Penalty: 2472.560303
	Iteration 21Q: 3 clusters Score -195434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -195434.656250 Penalty: 2472.560303
	Iteration 22Q: 3 clusters Score -195434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -195434.656250 Penalty: 2472.560303
	Iteration 23F: 3 clusters Score -195434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (318780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318780 members 
Entering Unmasked Estep 
Score: -32326188.000000 Penalty: 2059.241699
	Iteration 0F: 2 clusters Score -3.232619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159114 members 
Mstep: Class 2 contains 159666 members 
Entering Unmasked Estep 
Score: -32117904.000000 Penalty: 4118.483398
	Iteration 0F: 3 clusters Score -3.21179e+07 nChanged 155633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 167769 members 
Entering Unmasked Estep 
Score: -32211526.000000 Penalty: 4118.483398
	Iteration 1F: 3 clusters Score -3.221153e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146111 members 
Mstep: Class 2 contains 172669 members 
Entering Unmasked Estep 
Score: -32213972.000000 Penalty: 4118.483398
	Iteration 2Q: 3 clusters Score -3.221397e+07 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138618 members 
Mstep: Class 2 contains 180162 members 
Entering Unmasked Estep 
Score: -32217788.000000 Penalty: 4118.483398
	Iteration 3Q: 3 clusters Score -3.221779e+07 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 191420 members 
Entering Unmasked Estep 
Score: -32223940.000000 Penalty: 4118.483398
	Iteration 4Q: 3 clusters Score -3.222394e+07 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Mstep: Class 2 contains 206893 members 
Entering Unmasked Estep 
Score: -32233966.000000 Penalty: 4118.483398
	Iteration 5F: 3 clusters Score -3.223397e+07 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 225783 members 
Entering Unmasked Estep 
Score: -32248794.000000 Penalty: 4118.483398
	Iteration 6F: 3 clusters Score -3.224879e+07 nChanged 23326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73565 members 
Mstep: Class 2 contains 245215 members 
Entering Unmasked Estep 
Score: -32267520.000000 Penalty: 4118.483398
	Iteration 7F: 3 clusters Score -3.226752e+07 nChanged 20351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 261022 members 
Entering Unmasked Estep 
Score: -32284084.000000 Penalty: 4118.483398
	Iteration 8F: 3 clusters Score -3.228408e+07 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 271380 members 
Entering Unmasked Estep 
Score: -32295172.000000 Penalty: 4118.483398
	Iteration 9Q: 3 clusters Score -3.229517e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 277908 members 
Entering Unmasked Estep 
Score: -32302192.000000 Penalty: 4118.483398
	Iteration 10Q: 3 clusters Score -3.230219e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 282877 members 
Entering Unmasked Estep 
Score: -32307496.000000 Penalty: 4118.483398
	Iteration 11Q: 3 clusters Score -3.23075e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 287717 members 
Entering Unmasked Estep 
Score: -32311980.000000 Penalty: 4118.483398
	Iteration 12Q: 3 clusters Score -3.231198e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 292560 members 
Entering Unmasked Estep 
Score: -32315882.000000 Penalty: 4118.483398
	Iteration 13Q: 3 clusters Score -3.231588e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 296808 members 
Entering Unmasked Estep 
Score: -32319176.000000 Penalty: 4118.483398
	Iteration 14Q: 3 clusters Score -3.231918e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 300414 members 
Entering Unmasked Estep 
Score: -32321612.000000 Penalty: 4118.483398
	Iteration 15Q: 3 clusters Score -3.232161e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 303367 members 
Entering Unmasked Estep 
Score: -32323302.000000 Penalty: 4118.483398
	Iteration 16Q: 3 clusters Score -3.23233e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 305618 members 
Entering Unmasked Estep 
Score: -32324776.000000 Penalty: 4118.483398
	Iteration 17Q: 3 clusters Score -3.232478e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 307416 members 
Entering Unmasked Estep 
Score: -32325894.000000 Penalty: 4118.483398
	Iteration 18Q: 3 clusters Score -3.232589e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 308879 members 
Entering Unmasked Estep 
Score: -32326542.000000 Penalty: 4118.483398
	Iteration 19Q: 3 clusters Score -3.232654e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 310132 members 
Entering Unmasked Estep 
Score: -32326908.000000 Penalty: 4118.483398
	Iteration 20F: 3 clusters Score -3.232691e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 311152 members 
Entering Unmasked Estep 
Score: -32327116.000000 Penalty: 4118.483398
	Iteration 21Q: 3 clusters Score -3.232712e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 312006 members 
Entering Unmasked Estep 
Score: -32327218.000000 Penalty: 4118.483398
	Iteration 22Q: 3 clusters Score -3.232722e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 312721 members 
Entering Unmasked Estep 
Score: -32327306.000000 Penalty: 4118.483398
	Iteration 23Q: 3 clusters Score -3.232731e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 313273 members 
Entering Unmasked Estep 
Score: -32327318.000000 Penalty: 4118.483398
	Iteration 24Q: 3 clusters Score -3.232732e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 313729 members 
Entering Unmasked Estep 
Score: -32327306.000000 Penalty: 4118.483398
	Iteration 25Q: 3 clusters Score -3.232731e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 314120 members 
Entering Unmasked Estep 
Score: -32327204.000000 Penalty: 4118.483398
	Iteration 26Q: 3 clusters Score -3.23272e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 314452 members 
Entering Unmasked Estep 
Score: -32327184.000000 Penalty: 4118.483398
	Iteration 27Q: 3 clusters Score -3.232718e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 314726 members 
Entering Unmasked Estep 
Score: -32327160.000000 Penalty: 4118.483398
	Iteration 28Q: 3 clusters Score -3.232716e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 314940 members 
Entering Unmasked Estep 
Score: -32327118.000000 Penalty: 4118.483398
	Iteration 29Q: 3 clusters Score -3.232712e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 315124 members 
Entering Unmasked Estep 
Score: -32327100.000000 Penalty: 4118.483398
	Iteration 30Q: 3 clusters Score -3.23271e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 315292 members 
Entering Unmasked Estep 
Score: -32327070.000000 Penalty: 4118.483398
	Iteration 31Q: 3 clusters Score -3.232707e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 315421 members 
Entering Unmasked Estep 
Score: -32327044.000000 Penalty: 4118.483398
	Iteration 32Q: 3 clusters Score -3.232704e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 315537 members 
Entering Unmasked Estep 
Score: -32327020.000000 Penalty: 4118.483398
	Iteration 33Q: 3 clusters Score -3.232702e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 315640 members 
Entering Unmasked Estep 
Score: -32326952.000000 Penalty: 4118.483398
	Iteration 34Q: 3 clusters Score -3.232695e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 315719 members 
Entering Unmasked Estep 
Score: -32326946.000000 Penalty: 4118.483398
	Iteration 35Q: 3 clusters Score -3.232695e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 315781 members 
Entering Unmasked Estep 
Score: -32326890.000000 Penalty: 4118.483398
	Iteration 36Q: 3 clusters Score -3.232689e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 315825 members 
Entering Unmasked Estep 
Score: -32326876.000000 Penalty: 4118.483398
	Iteration 37Q: 3 clusters Score -3.232688e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 315867 members 
Entering Unmasked Estep 
Score: -32326858.000000 Penalty: 4118.483398
	Iteration 38Q: 3 clusters Score -3.232686e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 315908 members 
Entering Unmasked Estep 
Score: -32326848.000000 Penalty: 4118.483398
	Iteration 39Q: 3 clusters Score -3.232685e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 315942 members 
Entering Unmasked Estep 
Score: -32326816.000000 Penalty: 4118.483398
	Iteration 40F: 3 clusters Score -3.232682e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 315971 members 
Entering Unmasked Estep 
Score: -32326846.000000 Penalty: 4118.483398
	Iteration 41Q: 3 clusters Score -3.232685e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 316007 members 
Entering Unmasked Estep 
Score: -32326816.000000 Penalty: 4118.483398
	Iteration 42Q: 3 clusters Score -3.232682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 316034 members 
Entering Unmasked Estep 
Score: -32326856.000000 Penalty: 4118.483398
	Iteration 43Q: 3 clusters Score -3.232686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 316050 members 
Entering Unmasked Estep 
Score: -32326838.000000 Penalty: 4118.483398
	Iteration 44Q: 3 clusters Score -3.232684e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 316066 members 
Entering Unmasked Estep 
Score: -32326824.000000 Penalty: 4118.483398
	Iteration 45Q: 3 clusters Score -3.232682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 316077 members 
Entering Unmasked Estep 
Score: -32326856.000000 Penalty: 4118.483398
	Iteration 46Q: 3 clusters Score -3.232686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 316094 members 
Entering Unmasked Estep 
Score: -32326822.000000 Penalty: 4118.483398
	Iteration 47Q: 3 clusters Score -3.232682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 316109 members 
Entering Unmasked Estep 
Score: -32326820.000000 Penalty: 4118.483398
	Iteration 48Q: 3 clusters Score -3.232682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 316131 members 
Entering Unmasked Estep 
Score: -32326788.000000 Penalty: 4118.483398
	Iteration 49Q: 3 clusters Score -3.232679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 316150 members 
Entering Unmasked Estep 
Score: -32326826.000000 Penalty: 4118.483398
	Iteration 50Q: 3 clusters Score -3.232683e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 316170 members 
Entering Unmasked Estep 
Score: -32326784.000000 Penalty: 4118.483398
	Iteration 51Q: 3 clusters Score -3.232678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 316192 members 
Entering Unmasked Estep 
Score: -32326764.000000 Penalty: 4118.483398
	Iteration 52Q: 3 clusters Score -3.232676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 316215 members 
Entering Unmasked Estep 
Score: -32326734.000000 Penalty: 4118.483398
	Iteration 53Q: 3 clusters Score -3.232673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 316229 members 
Entering Unmasked Estep 
Score: -32326748.000000 Penalty: 4118.483398
	Iteration 54Q: 3 clusters Score -3.232675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 316240 members 
Entering Unmasked Estep 
Score: -32326740.000000 Penalty: 4118.483398
	Iteration 55Q: 3 clusters Score -3.232674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 316258 members 
Entering Unmasked Estep 
Score: -32326710.000000 Penalty: 4118.483398
	Iteration 56Q: 3 clusters Score -3.232671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 316274 members 
Entering Unmasked Estep 
Score: -32326698.000000 Penalty: 4118.483398
	Iteration 57Q: 3 clusters Score -3.23267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 316290 members 
Entering Unmasked Estep 
Score: -32326686.000000 Penalty: 4118.483398
	Iteration 58Q: 3 clusters Score -3.232669e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 316311 members 
Entering Unmasked Estep 
Score: -32326686.000000 Penalty: 4118.483398
	Iteration 59Q: 3 clusters Score -3.232669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 316333 members 
Entering Unmasked Estep 
Score: -32326688.000000 Penalty: 4118.483398
	Iteration 60F: 3 clusters Score -3.232669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 316342 members 
Entering Unmasked Estep 
Score: -32326696.000000 Penalty: 4118.483398
	Iteration 61Q: 3 clusters Score -3.23267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 316351 members 
Entering Unmasked Estep 
Score: -32326674.000000 Penalty: 4118.483398
	Iteration 62Q: 3 clusters Score -3.232667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 316366 members 
Entering Unmasked Estep 
Score: -32326694.000000 Penalty: 4118.483398
	Iteration 63Q: 3 clusters Score -3.232669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 316376 members 
Entering Unmasked Estep 
Score: -32326692.000000 Penalty: 4118.483398
	Iteration 64Q: 3 clusters Score -3.232669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 316397 members 
Entering Unmasked Estep 
Score: -32326680.000000 Penalty: 4118.483398
	Iteration 65Q: 3 clusters Score -3.232668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 316412 members 
Entering Unmasked Estep 
Score: -32326682.000000 Penalty: 4118.483398
	Iteration 66Q: 3 clusters Score -3.232668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 316419 members 
Entering Unmasked Estep 
Score: -32326684.000000 Penalty: 4118.483398
	Iteration 67Q: 3 clusters Score -3.232668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 316422 members 
Entering Unmasked Estep 
Score: -32326658.000000 Penalty: 4118.483398
	Iteration 68Q: 3 clusters Score -3.232666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 316430 members 
Entering Unmasked Estep 
Score: -32326644.000000 Penalty: 4118.483398
	Iteration 69Q: 3 clusters Score -3.232664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 316438 members 
Entering Unmasked Estep 
Score: -32326642.000000 Penalty: 4118.483398
	Iteration 70Q: 3 clusters Score -3.232664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 316441 members 
Entering Unmasked Estep 
Score: -32326650.000000 Penalty: 4118.483398
	Iteration 71Q: 3 clusters Score -3.232665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 316442 members 
Entering Unmasked Estep 
Score: -32326648.000000 Penalty: 4118.483398
	Iteration 72Q: 3 clusters Score -3.232665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 316440 members 
Entering Unmasked Estep 
Score: -32326648.000000 Penalty: 4118.483398
	Iteration 73Q: 3 clusters Score -3.232665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 316440 members 
Entering Unmasked Estep 
Score: -32326644.000000 Penalty: 4118.483398
	Iteration 74Q: 3 clusters Score -3.232664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 316440 members 
Entering Unmasked Estep 
Score: -32326644.000000 Penalty: 4118.483398
	Iteration 75F: 3 clusters Score -3.232664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 316440 members 
Mstep: Class 2 contains 79500 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 25273 members 
Mstep: Class 9 contains 36826 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 12 contains 57468 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 313723 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 25495 members 
Mstep: Class 18 contains 42252 members 
Mstep: Class 19 contains 27349 members 
Entering Unmasked Estep 
Score: -94131952.000000 Penalty: 31291.560547
Splitting cluster 5 changes total score from -94132232.000000 to -94131952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (25273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Entering Unmasked Estep 
Score: -2647347.500000 Penalty: 1647.342529
	Iteration 0F: 2 clusters Score -2647348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2630343.250000 Penalty: 3294.685059
	Iteration 0F: 3 clusters Score -2630343 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2636560.750000 Penalty: 3294.685059
	Iteration 1F: 3 clusters Score -2636561 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2636848.500000 Penalty: 3294.685059
	Iteration 2Q: 3 clusters Score -2636848 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2637183.750000 Penalty: 3294.685059
	Iteration 3Q: 3 clusters Score -2637184 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2637596.750000 Penalty: 3294.685059
	Iteration 4Q: 3 clusters Score -2637597 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2638177.500000 Penalty: 3294.685059
	Iteration 5Q: 3 clusters Score -2638178 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2639030.250000 Penalty: 3294.685059
	Iteration 6F: 3 clusters Score -2639030 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2640160.000000 Penalty: 3294.685059
	Iteration 7F: 3 clusters Score -2640160 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2641512.750000 Penalty: 3294.685059
	Iteration 8F: 3 clusters Score -2641513 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2642946.250000 Penalty: 3294.685059
	Iteration 9F: 3 clusters Score -2642946 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -2644159.000000 Penalty: 3294.685059
	Iteration 10F: 3 clusters Score -2644159 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2644950.750000 Penalty: 3294.685059
	Iteration 11Q: 3 clusters Score -2644951 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2645389.750000 Penalty: 3294.685059
	Iteration 12Q: 3 clusters Score -2645390 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2645609.000000 Penalty: 3294.685059
	Iteration 13Q: 3 clusters Score -2645609 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2645726.250000 Penalty: 3294.685059
	Iteration 14Q: 3 clusters Score -2645726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -2645781.500000 Penalty: 3294.685059
	Iteration 15Q: 3 clusters Score -2645782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -2645806.750000 Penalty: 3294.685059
	Iteration 16Q: 3 clusters Score -2645807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -2645831.000000 Penalty: 3294.685059
	Iteration 17Q: 3 clusters Score -2645831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -2645850.000000 Penalty: 3294.685059
	Iteration 18Q: 3 clusters Score -2645850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2645858.750000 Penalty: 3294.685059
	Iteration 19Q: 3 clusters Score -2645859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -2645865.250000 Penalty: 3294.685059
	Iteration 20F: 3 clusters Score -2645865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -2645874.750000 Penalty: 3294.685059
	Iteration 21Q: 3 clusters Score -2645875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -2645889.000000 Penalty: 3294.685059
	Iteration 22Q: 3 clusters Score -2645889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -2645889.750000 Penalty: 3294.685059
	Iteration 23Q: 3 clusters Score -2645890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -2645898.500000 Penalty: 3294.685059
	Iteration 24Q: 3 clusters Score -2645898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2645902.750000 Penalty: 3294.685059
	Iteration 25Q: 3 clusters Score -2645903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2645902.250000 Penalty: 3294.685059
	Iteration 26Q: 3 clusters Score -2645902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2645902.250000 Penalty: 3294.685059
	Iteration 27F: 3 clusters Score -2645902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Entering Unmasked Estep 
Score: -3799168.250000 Penalty: 1708.518311
	Iteration 0F: 2 clusters Score -3799168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3774282.500000 Penalty: 3417.036621
	Iteration 0F: 3 clusters Score -3774282 nChanged 17120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3783985.000000 Penalty: 3417.036621
	Iteration 1F: 3 clusters Score -3783985 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3784415.750000 Penalty: 3417.036621
	Iteration 2Q: 3 clusters Score -3784416 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3784963.750000 Penalty: 3417.036621
	Iteration 3Q: 3 clusters Score -3784964 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3785569.500000 Penalty: 3417.036621
	Iteration 4Q: 3 clusters Score -3785570 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3786437.250000 Penalty: 3417.036621
	Iteration 5Q: 3 clusters Score -3786437 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -3787528.500000 Penalty: 3417.036621
	Iteration 6F: 3 clusters Score -3787528 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3788932.500000 Penalty: 3417.036621
	Iteration 7F: 3 clusters Score -3788932 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3790500.750000 Penalty: 3417.036621
	Iteration 8F: 3 clusters Score -3790501 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3791795.000000 Penalty: 3417.036621
	Iteration 9F: 3 clusters Score -3791795 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3792498.750000 Penalty: 3417.036621
	Iteration 10Q: 3 clusters Score -3792499 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3792821.250000 Penalty: 3417.036621
	Iteration 11Q: 3 clusters Score -3792821 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3793020.250000 Penalty: 3417.036621
	Iteration 12Q: 3 clusters Score -3793020 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3793133.250000 Penalty: 3417.036621
	Iteration 13Q: 3 clusters Score -3793133 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3793231.500000 Penalty: 3417.036621
	Iteration 14Q: 3 clusters Score -3793232 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3793330.000000 Penalty: 3417.036621
	Iteration 15Q: 3 clusters Score -3793330 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3793417.750000 Penalty: 3417.036621
	Iteration 16Q: 3 clusters Score -3793418 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3793505.500000 Penalty: 3417.036621
	Iteration 17Q: 3 clusters Score -3793506 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3793593.000000 Penalty: 3417.036621
	Iteration 18Q: 3 clusters Score -3793593 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3793681.250000 Penalty: 3417.036621
	Iteration 19Q: 3 clusters Score -3793681 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3793784.500000 Penalty: 3417.036621
	Iteration 20F: 3 clusters Score -3793784 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3793869.000000 Penalty: 3417.036621
	Iteration 21Q: 3 clusters Score -3793869 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3793937.750000 Penalty: 3417.036621
	Iteration 22Q: 3 clusters Score -3793938 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3793972.250000 Penalty: 3417.036621
	Iteration 23Q: 3 clusters Score -3793972 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3794036.250000 Penalty: 3417.036621
	Iteration 24Q: 3 clusters Score -3794036 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3794068.750000 Penalty: 3417.036621
	Iteration 25Q: 3 clusters Score -3794069 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3794107.500000 Penalty: 3417.036621
	Iteration 26Q: 3 clusters Score -3794108 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3794169.000000 Penalty: 3417.036621
	Iteration 27Q: 3 clusters Score -3794169 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3794233.750000 Penalty: 3417.036621
	Iteration 28Q: 3 clusters Score -3794234 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3794300.250000 Penalty: 3417.036621
	Iteration 29Q: 3 clusters Score -3794300 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3794376.000000 Penalty: 3417.036621
	Iteration 30Q: 3 clusters Score -3794376 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3794436.250000 Penalty: 3417.036621
	Iteration 31Q: 3 clusters Score -3794436 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3794504.750000 Penalty: 3417.036621
	Iteration 32Q: 3 clusters Score -3794505 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3794570.500000 Penalty: 3417.036621
	Iteration 33Q: 3 clusters Score -3794570 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3794636.250000 Penalty: 3417.036621
	Iteration 34Q: 3 clusters Score -3794636 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3794673.750000 Penalty: 3417.036621
	Iteration 35Q: 3 clusters Score -3794674 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3794738.500000 Penalty: 3417.036621
	Iteration 36Q: 3 clusters Score -3794738 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3794793.000000 Penalty: 3417.036621
	Iteration 37Q: 3 clusters Score -3794793 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3794838.750000 Penalty: 3417.036621
	Iteration 38Q: 3 clusters Score -3794839 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3794920.500000 Penalty: 3417.036621
	Iteration 39Q: 3 clusters Score -3794920 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3794996.250000 Penalty: 3417.036621
	Iteration 40F: 3 clusters Score -3794996 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3795054.500000 Penalty: 3417.036621
	Iteration 41Q: 3 clusters Score -3795054 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3795107.750000 Penalty: 3417.036621
	Iteration 42Q: 3 clusters Score -3795108 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3795171.750000 Penalty: 3417.036621
	Iteration 43Q: 3 clusters Score -3795172 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3795251.000000 Penalty: 3417.036621
	Iteration 44Q: 3 clusters Score -3795251 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3795321.750000 Penalty: 3417.036621
	Iteration 45Q: 3 clusters Score -3795322 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3795425.250000 Penalty: 3417.036621
	Iteration 46Q: 3 clusters Score -3795425 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3795511.500000 Penalty: 3417.036621
	Iteration 47Q: 3 clusters Score -3795512 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3795623.000000 Penalty: 3417.036621
	Iteration 48Q: 3 clusters Score -3795623 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3795736.250000 Penalty: 3417.036621
	Iteration 49Q: 3 clusters Score -3795736 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3795849.500000 Penalty: 3417.036621
	Iteration 50Q: 3 clusters Score -3795850 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3795951.500000 Penalty: 3417.036621
	Iteration 51Q: 3 clusters Score -3795952 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3796066.750000 Penalty: 3417.036621
	Iteration 52Q: 3 clusters Score -3796067 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3796158.750000 Penalty: 3417.036621
	Iteration 53Q: 3 clusters Score -3796159 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3796313.000000 Penalty: 3417.036621
	Iteration 54Q: 3 clusters Score -3796313 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3796421.000000 Penalty: 3417.036621
	Iteration 55Q: 3 clusters Score -3796421 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3796527.000000 Penalty: 3417.036621
	Iteration 56Q: 3 clusters Score -3796527 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3796632.000000 Penalty: 3417.036621
	Iteration 57Q: 3 clusters Score -3796632 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3796754.250000 Penalty: 3417.036621
	Iteration 58Q: 3 clusters Score -3796754 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3796852.500000 Penalty: 3417.036621
	Iteration 59Q: 3 clusters Score -3796852 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3796932.250000 Penalty: 3417.036621
	Iteration 60F: 3 clusters Score -3796932 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3797014.250000 Penalty: 3417.036621
	Iteration 61Q: 3 clusters Score -3797014 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3797081.750000 Penalty: 3417.036621
	Iteration 62Q: 3 clusters Score -3797082 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3797157.250000 Penalty: 3417.036621
	Iteration 63Q: 3 clusters Score -3797157 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3797218.750000 Penalty: 3417.036621
	Iteration 64Q: 3 clusters Score -3797219 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3797271.750000 Penalty: 3417.036621
	Iteration 65Q: 3 clusters Score -3797272 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3797356.500000 Penalty: 3417.036621
	Iteration 66Q: 3 clusters Score -3797356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3797396.000000 Penalty: 3417.036621
	Iteration 67Q: 3 clusters Score -3797396 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3797447.250000 Penalty: 3417.036621
	Iteration 68Q: 3 clusters Score -3797447 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3797497.000000 Penalty: 3417.036621
	Iteration 69Q: 3 clusters Score -3797497 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3797530.500000 Penalty: 3417.036621
	Iteration 70Q: 3 clusters Score -3797530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3797560.250000 Penalty: 3417.036621
	Iteration 71Q: 3 clusters Score -3797560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3797580.500000 Penalty: 3417.036621
	Iteration 72Q: 3 clusters Score -3797580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3797612.000000 Penalty: 3417.036621
	Iteration 73Q: 3 clusters Score -3797612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3797636.500000 Penalty: 3417.036621
	Iteration 74Q: 3 clusters Score -3797636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3797646.000000 Penalty: 3417.036621
	Iteration 75Q: 3 clusters Score -3797646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3797662.250000 Penalty: 3417.036621
	Iteration 76Q: 3 clusters Score -3797662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3797681.000000 Penalty: 3417.036621
	Iteration 77Q: 3 clusters Score -3797681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3797687.500000 Penalty: 3417.036621
	Iteration 78Q: 3 clusters Score -3797688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3797691.000000 Penalty: 3417.036621
	Iteration 79Q: 3 clusters Score -3797691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3797703.000000 Penalty: 3417.036621
	Iteration 80F: 3 clusters Score -3797703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3797715.750000 Penalty: 3417.036621
	Iteration 81Q: 3 clusters Score -3797716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3797720.250000 Penalty: 3417.036621
	Iteration 82Q: 3 clusters Score -3797720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3797734.250000 Penalty: 3417.036621
	Iteration 83Q: 3 clusters Score -3797734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3797737.500000 Penalty: 3417.036621
	Iteration 84Q: 3 clusters Score -3797738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3797737.000000 Penalty: 3417.036621
	Iteration 85Q: 3 clusters Score -3797737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3797735.250000 Penalty: 3417.036621
	Iteration 86Q: 3 clusters Score -3797735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3797735.250000 Penalty: 3417.036621
	Iteration 87F: 3 clusters Score -3797735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Entering Unmasked Estep 
Score: -695881.062500 Penalty: 1444.310913
	Iteration 0F: 2 clusters Score -695881.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -690553.937500 Penalty: 2888.621826
	Iteration 0F: 3 clusters Score -690553.9 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -692341.000000 Penalty: 2888.621826
	Iteration 1F: 3 clusters Score -692341 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -692625.625000 Penalty: 2888.621826
	Iteration 2F: 3 clusters Score -692625.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -692879.500000 Penalty: 2888.621826
	Iteration 3F: 3 clusters Score -692879.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -693190.000000 Penalty: 2888.621826
	Iteration 4Q: 3 clusters Score -693190 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -693460.562500 Penalty: 2888.621826
	Iteration 5F: 3 clusters Score -693460.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -693711.000000 Penalty: 2888.621826
	Iteration 6F: 3 clusters Score -693711 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -693943.062500 Penalty: 2888.621826
	Iteration 7F: 3 clusters Score -693943.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -694137.250000 Penalty: 2888.621826
	Iteration 8Q: 3 clusters Score -694137.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -694334.437500 Penalty: 2888.621826
	Iteration 9Q: 3 clusters Score -694334.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -694535.937500 Penalty: 2888.621826
	Iteration 10Q: 3 clusters Score -694535.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -694743.500000 Penalty: 2888.621826
	Iteration 11Q: 3 clusters Score -694743.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -694962.187500 Penalty: 2888.621826
	Iteration 12Q: 3 clusters Score -694962.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -695149.812500 Penalty: 2888.621826
	Iteration 13Q: 3 clusters Score -695149.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -695290.687500 Penalty: 2888.621826
	Iteration 14Q: 3 clusters Score -695290.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -695406.500000 Penalty: 2888.621826
	Iteration 15Q: 3 clusters Score -695406.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -695512.562500 Penalty: 2888.621826
	Iteration 16Q: 3 clusters Score -695512.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -695616.750000 Penalty: 2888.621826
	Iteration 17Q: 3 clusters Score -695616.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -695702.062500 Penalty: 2888.621826
	Iteration 18Q: 3 clusters Score -695702.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -695792.687500 Penalty: 2888.621826
	Iteration 19Q: 3 clusters Score -695792.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -695876.937500 Penalty: 2888.621826
	Iteration 20F: 3 clusters Score -695876.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -695953.625000 Penalty: 2888.621826
	Iteration 21Q: 3 clusters Score -695953.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -696017.437500 Penalty: 2888.621826
	Iteration 22Q: 3 clusters Score -696017.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -696059.875000 Penalty: 2888.621826
	Iteration 23Q: 3 clusters Score -696059.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -696091.625000 Penalty: 2888.621826
	Iteration 24Q: 3 clusters Score -696091.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -696113.875000 Penalty: 2888.621826
	Iteration 25Q: 3 clusters Score -696113.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -696125.062500 Penalty: 2888.621826
	Iteration 26Q: 3 clusters Score -696125.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -696135.437500 Penalty: 2888.621826
	Iteration 27Q: 3 clusters Score -696135.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -696139.687500 Penalty: 2888.621826
	Iteration 28Q: 3 clusters Score -696139.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -696142.500000 Penalty: 2888.621826
	Iteration 29Q: 3 clusters Score -696142.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -696144.000000 Penalty: 2888.621826
	Iteration 30Q: 3 clusters Score -696144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -696145.750000 Penalty: 2888.621826
	Iteration 31Q: 3 clusters Score -696145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -696146.625000 Penalty: 2888.621826
	Iteration 32Q: 3 clusters Score -696146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -696146.500000 Penalty: 2888.621826
	Iteration 33Q: 3 clusters Score -696146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -696147.937500 Penalty: 2888.621826
	Iteration 34Q: 3 clusters Score -696147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -696149.125000 Penalty: 2888.621826
	Iteration 35Q: 3 clusters Score -696149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -696150.125000 Penalty: 2888.621826
	Iteration 36Q: 3 clusters Score -696150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -696151.375000 Penalty: 2888.621826
	Iteration 37Q: 3 clusters Score -696151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -696153.687500 Penalty: 2888.621826
	Iteration 38Q: 3 clusters Score -696153.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -696155.875000 Penalty: 2888.621826
	Iteration 39Q: 3 clusters Score -696155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -696156.437500 Penalty: 2888.621826
	Iteration 40F: 3 clusters Score -696156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -696157.062500 Penalty: 2888.621826
	Iteration 41Q: 3 clusters Score -696157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -696158.000000 Penalty: 2888.621826
	Iteration 42Q: 3 clusters Score -696158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -696158.000000 Penalty: 2888.621826
	Iteration 43F: 3 clusters Score -696158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 79500 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 318780 members 
Mstep: Class 6 contains 25273 members 
Mstep: Class 9 contains 36826 members 
Mstep: Class 10 contains 6699 members 
Mstep: Class 12 contains 57468 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 313723 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 25495 members 
Mstep: Class 18 contains 42252 members 
Mstep: Class 19 contains 27349 members 
Entering Unmasked Estep 
Score: -94131408.000000 Penalty: 31291.560547
Splitting cluster 10 changes total score from -94132232.000000 to -94131408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (57468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Entering Unmasked Estep 
Score: -5946872.500000 Penalty: 1780.834839
	Iteration 0F: 2 clusters Score -5946872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5908391.500000 Penalty: 3561.669678
	Iteration 0F: 3 clusters Score -5908392 nChanged 27044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -5923991.500000 Penalty: 3561.669678
	Iteration 1F: 3 clusters Score -5923992 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -5925052.500000 Penalty: 3561.669678
	Iteration 2Q: 3 clusters Score -5925052 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -5926859.000000 Penalty: 3561.669678
	Iteration 3F: 3 clusters Score -5926859 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -5929876.000000 Penalty: 3561.669678
	Iteration 4F: 3 clusters Score -5929876 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -5933976.000000 Penalty: 3561.669678
	Iteration 5F: 3 clusters Score -5933976 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -5938411.000000 Penalty: 3561.669678
	Iteration 6F: 3 clusters Score -5938411 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -5941441.500000 Penalty: 3561.669678
	Iteration 7F: 3 clusters Score -5941442 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -5942752.000000 Penalty: 3561.669678
	Iteration 8Q: 3 clusters Score -5942752 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -5943284.500000 Penalty: 3561.669678
	Iteration 9Q: 3 clusters Score -5943284 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -5943583.000000 Penalty: 3561.669678
	Iteration 10Q: 3 clusters Score -5943583 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -5943836.000000 Penalty: 3561.669678
	Iteration 11Q: 3 clusters Score -5943836 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -5944073.500000 Penalty: 3561.669678
	Iteration 12Q: 3 clusters Score -5944074 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -5944240.500000 Penalty: 3561.669678
	Iteration 13Q: 3 clusters Score -5944240 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -5944401.000000 Penalty: 3561.669678
	Iteration 14Q: 3 clusters Score -5944401 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -5944551.500000 Penalty: 3561.669678
	Iteration 15Q: 3 clusters Score -5944552 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -5944654.500000 Penalty: 3561.669678
	Iteration 16Q: 3 clusters Score -5944654 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -5944763.000000 Penalty: 3561.669678
	Iteration 17Q: 3 clusters Score -5944763 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -5944846.000000 Penalty: 3561.669678
	Iteration 18Q: 3 clusters Score -5944846 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -5944930.500000 Penalty: 3561.669678
	Iteration 19Q: 3 clusters Score -5944930 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -5945011.500000 Penalty: 3561.669678
	Iteration 20F: 3 clusters Score -5945012 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -5945108.500000 Penalty: 3561.669678
	Iteration 21Q: 3 clusters Score -5945108 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -5945173.500000 Penalty: 3561.669678
	Iteration 22Q: 3 clusters Score -5945174 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -5945237.000000 Penalty: 3561.669678
	Iteration 23Q: 3 clusters Score -5945237 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -5945269.000000 Penalty: 3561.669678
	Iteration 24Q: 3 clusters Score -5945269 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -5945299.000000 Penalty: 3561.669678
	Iteration 25Q: 3 clusters Score -5945299 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -5945334.500000 Penalty: 3561.669678
	Iteration 26Q: 3 clusters Score -5945334 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -5945365.500000 Penalty: 3561.669678
	Iteration 27Q: 3 clusters Score -5945366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -5945375.000000 Penalty: 3561.669678
	Iteration 28Q: 3 clusters Score -5945375 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -5945398.500000 Penalty: 3561.669678
	Iteration 29Q: 3 clusters Score -5945398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -5945407.500000 Penalty: 3561.669678
	Iteration 30Q: 3 clusters Score -5945408 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -5945412.500000 Penalty: 3561.669678
	Iteration 31Q: 3 clusters Score -5945412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -5945447.000000 Penalty: 3561.669678
	Iteration 32Q: 3 clusters Score -5945447 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -5945461.000000 Penalty: 3561.669678
	Iteration 33Q: 3 clusters Score -5945461 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -5945484.000000 Penalty: 3561.669678
	Iteration 34Q: 3 clusters Score -5945484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -5945520.500000 Penalty: 3561.669678
	Iteration 35Q: 3 clusters Score -5945520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -5945539.000000 Penalty: 3561.669678
	Iteration 36Q: 3 clusters Score -5945539 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -5945560.000000 Penalty: 3561.669678
	Iteration 37Q: 3 clusters Score -5945560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -5945584.000000 Penalty: 3561.669678
	Iteration 38Q: 3 clusters Score -5945584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -5945593.500000 Penalty: 3561.669678
	Iteration 39Q: 3 clusters Score -5945594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -5945593.000000 Penalty: 3561.669678
	Iteration 40F: 3 clusters Score -5945593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -5945606.500000 Penalty: 3561.669678
	Iteration 41Q: 3 clusters Score -5945606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -5945605.000000 Penalty: 3561.669678
	Iteration 42Q: 3 clusters Score -5945605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -5945619.000000 Penalty: 3561.669678
	Iteration 43Q: 3 clusters Score -5945619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -5945632.000000 Penalty: 3561.669678
	Iteration 44Q: 3 clusters Score -5945632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -5945631.500000 Penalty: 3561.669678
	Iteration 45Q: 3 clusters Score -5945632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -5945635.500000 Penalty: 3561.669678
	Iteration 46Q: 3 clusters Score -5945636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -5945630.500000 Penalty: 3561.669678
	Iteration 47Q: 3 clusters Score -5945630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -5945638.500000 Penalty: 3561.669678
	Iteration 48Q: 3 clusters Score -5945638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -5945635.500000 Penalty: 3561.669678
	Iteration 49Q: 3 clusters Score -5945636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -5945639.500000 Penalty: 3561.669678
	Iteration 50Q: 3 clusters Score -5945640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -5945646.000000 Penalty: 3561.669678
	Iteration 51Q: 3 clusters Score -5945646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -5945646.000000 Penalty: 3561.669678
	Iteration 52Q: 3 clusters Score -5945646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -5945656.500000 Penalty: 3561.669678
	Iteration 53Q: 3 clusters Score -5945656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -5945652.500000 Penalty: 3561.669678
	Iteration 54Q: 3 clusters Score -5945652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -5945654.500000 Penalty: 3561.669678
	Iteration 55Q: 3 clusters Score -5945654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -5945653.500000 Penalty: 3561.669678
	Iteration 56Q: 3 clusters Score -5945654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -5945664.000000 Penalty: 3561.669678
	Iteration 57Q: 3 clusters Score -5945664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -5945663.000000 Penalty: 3561.669678
	Iteration 58Q: 3 clusters Score -5945663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -5945667.000000 Penalty: 3561.669678
	Iteration 59Q: 3 clusters Score -5945667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -5945669.000000 Penalty: 3561.669678
	Iteration 60F: 3 clusters Score -5945669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -5945668.500000 Penalty: 3561.669678
	Iteration 61Q: 3 clusters Score -5945668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -5945670.000000 Penalty: 3561.669678
	Iteration 62Q: 3 clusters Score -5945670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -5945672.500000 Penalty: 3561.669678
	Iteration 63Q: 3 clusters Score -5945672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -5945668.500000 Penalty: 3561.669678
	Iteration 64Q: 3 clusters Score -5945668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -5945671.500000 Penalty: 3561.669678
	Iteration 65Q: 3 clusters Score -5945672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -5945668.000000 Penalty: 3561.669678
	Iteration 66Q: 3 clusters Score -5945668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -5945672.500000 Penalty: 3561.669678
	Iteration 67Q: 3 clusters Score -5945672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -5945676.000000 Penalty: 3561.669678
	Iteration 68Q: 3 clusters Score -5945676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -5945677.500000 Penalty: 3561.669678
	Iteration 69Q: 3 clusters Score -5945678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -5945680.000000 Penalty: 3561.669678
	Iteration 70Q: 3 clusters Score -5945680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -5945676.000000 Penalty: 3561.669678
	Iteration 71Q: 3 clusters Score -5945676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -5945676.500000 Penalty: 3561.669678
	Iteration 72Q: 3 clusters Score -5945676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -5945671.500000 Penalty: 3561.669678
	Iteration 73Q: 3 clusters Score -5945672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -5945670.500000 Penalty: 3561.669678
	Iteration 74Q: 3 clusters Score -5945670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -5945668.000000 Penalty: 3561.669678
	Iteration 75Q: 3 clusters Score -5945668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -5945668.000000 Penalty: 3561.669678
	Iteration 76F: 3 clusters Score -5945668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -215484.562500 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -215484.6 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 1043 members 
Entering Unmasked Estep 
Score: -213314.531250 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -213314.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -213747.500000 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -213747.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -213853.500000 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -213853.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -213930.265625 Penalty: 2485.685547
	Iteration 3Q: 3 clusters Score -213930.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -213979.765625 Penalty: 2485.685547
	Iteration 4Q: 3 clusters Score -213979.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -214012.921875 Penalty: 2485.685547
	Iteration 5Q: 3 clusters Score -214012.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -214035.906250 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -214035.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -214057.468750 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -214057.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -214073.515625 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -214073.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -214087.750000 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -214087.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -214100.453125 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -214100.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -214108.640625 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -214108.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -214123.515625 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -214123.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -214136.812500 Penalty: 2485.685547
	Iteration 13Q: 3 clusters Score -214136.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -214145.312500 Penalty: 2485.685547
	Iteration 14Q: 3 clusters Score -214145.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -214155.343750 Penalty: 2485.685547
	Iteration 15Q: 3 clusters Score -214155.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -214165.765625 Penalty: 2485.685547
	Iteration 16Q: 3 clusters Score -214165.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -214175.515625 Penalty: 2485.685547
	Iteration 17Q: 3 clusters Score -214175.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -214189.156250 Penalty: 2485.685547
	Iteration 18Q: 3 clusters Score -214189.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -214202.921875 Penalty: 2485.685547
	Iteration 19Q: 3 clusters Score -214202.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -214216.093750 Penalty: 2485.685547
	Iteration 20F: 3 clusters Score -214216.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -214227.218750 Penalty: 2485.685547
	Iteration 21Q: 3 clusters Score -214227.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -214239.078125 Penalty: 2485.685547
	Iteration 22Q: 3 clusters Score -214239.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -214255.875000 Penalty: 2485.685547
	Iteration 23Q: 3 clusters Score -214255.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -214267.953125 Penalty: 2485.685547
	Iteration 24Q: 3 clusters Score -214268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -214284.671875 Penalty: 2485.685547
	Iteration 25Q: 3 clusters Score -214284.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -214302.312500 Penalty: 2485.685547
	Iteration 26Q: 3 clusters Score -214302.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -214319.546875 Penalty: 2485.685547
	Iteration 27Q: 3 clusters Score -214319.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -214341.765625 Penalty: 2485.685547
	Iteration 28Q: 3 clusters Score -214341.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -214366.859375 Penalty: 2485.685547
	Iteration 29Q: 3 clusters Score -214366.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -214393.687500 Penalty: 2485.685547
	Iteration 30Q: 3 clusters Score -214393.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -214412.187500 Penalty: 2485.685547
	Iteration 31Q: 3 clusters Score -214412.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -214439.296875 Penalty: 2485.685547
	Iteration 32Q: 3 clusters Score -214439.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -214460.437500 Penalty: 2485.685547
	Iteration 33Q: 3 clusters Score -214460.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -214478.609375 Penalty: 2485.685547
	Iteration 34Q: 3 clusters Score -214478.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -214493.171875 Penalty: 2485.685547
	Iteration 35Q: 3 clusters Score -214493.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -214501.640625 Penalty: 2485.685547
	Iteration 36Q: 3 clusters Score -214501.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -214511.234375 Penalty: 2485.685547
	Iteration 37Q: 3 clusters Score -214511.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -214517.484375 Penalty: 2485.685547
	Iteration 38Q: 3 clusters Score -214517.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -214523.406250 Penalty: 2485.685547
	Iteration 39Q: 3 clusters Score -214523.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -214528.468750 Penalty: 2485.685547
	Iteration 40F: 3 clusters Score -214528.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -214534.531250 Penalty: 2485.685547
	Iteration 41Q: 3 clusters Score -214534.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -214541.046875 Penalty: 2485.685547
	Iteration 42Q: 3 clusters Score -214541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -214548.437500 Penalty: 2485.685547
	Iteration 43Q: 3 clusters Score -214548.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -214559.687500 Penalty: 2485.685547
	Iteration 44Q: 3 clusters Score -214559.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -214567.656250 Penalty: 2485.685547
	Iteration 45Q: 3 clusters Score -214567.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -214576.265625 Penalty: 2485.685547
	Iteration 46Q: 3 clusters Score -214576.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -214582.500000 Penalty: 2485.685547
	Iteration 47Q: 3 clusters Score -214582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -214587.687500 Penalty: 2485.685547
	Iteration 48Q: 3 clusters Score -214587.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -214591.359375 Penalty: 2485.685547
	Iteration 49Q: 3 clusters Score -214591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -214593.984375 Penalty: 2485.685547
	Iteration 50Q: 3 clusters Score -214594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -214594.953125 Penalty: 2485.685547
	Iteration 51Q: 3 clusters Score -214595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -214597.296875 Penalty: 2485.685547
	Iteration 52Q: 3 clusters Score -214597.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -214599.218750 Penalty: 2485.685547
	Iteration 53Q: 3 clusters Score -214599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -214600.187500 Penalty: 2485.685547
	Iteration 54Q: 3 clusters Score -214600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -214601.187500 Penalty: 2485.685547
	Iteration 55Q: 3 clusters Score -214601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -214601.546875 Penalty: 2485.685547
	Iteration 56Q: 3 clusters Score -214601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -214602.046875 Penalty: 2485.685547
	Iteration 57Q: 3 clusters Score -214602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -214603.500000 Penalty: 2485.685547
	Iteration 58Q: 3 clusters Score -214603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -214605.156250 Penalty: 2485.685547
	Iteration 59Q: 3 clusters Score -214605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -214608.578125 Penalty: 2485.685547
	Iteration 60F: 3 clusters Score -214608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -214612.500000 Penalty: 2485.685547
	Iteration 61Q: 3 clusters Score -214612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -214616.703125 Penalty: 2485.685547
	Iteration 62Q: 3 clusters Score -214616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -214618.765625 Penalty: 2485.685547
	Iteration 63Q: 3 clusters Score -214618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -214619.843750 Penalty: 2485.685547
	Iteration 64Q: 3 clusters Score -214619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -214620.593750 Penalty: 2485.685547
	Iteration 65Q: 3 clusters Score -214620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -214621.625000 Penalty: 2485.685547
	Iteration 66Q: 3 clusters Score -214621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -214624.156250 Penalty: 2485.685547
	Iteration 67Q: 3 clusters Score -214624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -214626.906250 Penalty: 2485.685547
	Iteration 68Q: 3 clusters Score -214626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -214627.359375 Penalty: 2485.685547
	Iteration 69Q: 3 clusters Score -214627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -214627.359375 Penalty: 2485.685547
	Iteration 70F: 3 clusters Score -214627.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (313723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313723 members 
Entering Unmasked Estep 
Score: -31950838.000000 Penalty: 2056.643066
	Iteration 0F: 2 clusters Score -3.195084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157433 members 
Mstep: Class 2 contains 156290 members 
Entering Unmasked Estep 
Score: -31747044.000000 Penalty: 4113.286133
	Iteration 0F: 3 clusters Score -3.174704e+07 nChanged 153243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170430 members 
Mstep: Class 2 contains 143293 members 
Entering Unmasked Estep 
Score: -31839384.000000 Penalty: 4113.286133
	Iteration 1F: 3 clusters Score -3.183938e+07 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179278 members 
Mstep: Class 2 contains 134445 members 
Entering Unmasked Estep 
Score: -31844120.000000 Penalty: 4113.286133
	Iteration 2Q: 3 clusters Score -3.184412e+07 nChanged 17305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192421 members 
Mstep: Class 2 contains 121302 members 
Entering Unmasked Estep 
Score: -31852122.000000 Penalty: 4113.286133
	Iteration 3F: 3 clusters Score -3.185212e+07 nChanged 22613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210336 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -31866734.000000 Penalty: 4113.286133
	Iteration 4F: 3 clusters Score -3.186673e+07 nChanged 25823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230881 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -31887088.000000 Penalty: 4113.286133
	Iteration 5F: 3 clusters Score -3.188709e+07 nChanged 23586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248055 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -31908056.000000 Penalty: 4113.286133
	Iteration 6F: 3 clusters Score -3.190806e+07 nChanged 17752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256959 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -31924104.000000 Penalty: 4113.286133
	Iteration 7F: 3 clusters Score -3.19241e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259091 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -31930108.000000 Penalty: 4113.286133
	Iteration 8Q: 3 clusters Score -3.193011e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259253 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -31931954.000000 Penalty: 4113.286133
	Iteration 9Q: 3 clusters Score -3.193195e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258782 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -31933066.000000 Penalty: 4113.286133
	Iteration 10Q: 3 clusters Score -3.193307e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257860 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -31933784.000000 Penalty: 4113.286133
	Iteration 11Q: 3 clusters Score -3.193378e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256672 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -31934074.000000 Penalty: 4113.286133
	Iteration 12Q: 3 clusters Score -3.193407e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255313 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -31934090.000000 Penalty: 4113.286133
	Iteration 13Q: 3 clusters Score -3.193409e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253711 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -31934132.000000 Penalty: 4113.286133
	Iteration 14Q: 3 clusters Score -3.193413e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251947 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -31934092.000000 Penalty: 4113.286133
	Iteration 15Q: 3 clusters Score -3.193409e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250010 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -31933836.000000 Penalty: 4113.286133
	Iteration 16Q: 3 clusters Score -3.193384e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247995 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -31933598.000000 Penalty: 4113.286133
	Iteration 17Q: 3 clusters Score -3.19336e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245897 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -31933124.000000 Penalty: 4113.286133
	Iteration 18Q: 3 clusters Score -3.193312e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243718 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -31932838.000000 Penalty: 4113.286133
	Iteration 19Q: 3 clusters Score -3.193284e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241441 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -31932634.000000 Penalty: 4113.286133
	Iteration 20F: 3 clusters Score -3.193263e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238993 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -31932326.000000 Penalty: 4113.286133
	Iteration 21Q: 3 clusters Score -3.193233e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236431 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -31932264.000000 Penalty: 4113.286133
	Iteration 22Q: 3 clusters Score -3.193226e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233754 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -31931930.000000 Penalty: 4113.286133
	Iteration 23Q: 3 clusters Score -3.193193e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231026 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -31931608.000000 Penalty: 4113.286133
	Iteration 24Q: 3 clusters Score -3.193161e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228156 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -31931444.000000 Penalty: 4113.286133
	Iteration 25Q: 3 clusters Score -3.193144e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225210 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -31931116.000000 Penalty: 4113.286133
	Iteration 26Q: 3 clusters Score -3.193112e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222243 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -31931006.000000 Penalty: 4113.286133
	Iteration 27Q: 3 clusters Score -3.193101e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219149 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -31930852.000000 Penalty: 4113.286133
	Iteration 28Q: 3 clusters Score -3.193085e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215950 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -31930642.000000 Penalty: 4113.286133
	Iteration 29Q: 3 clusters Score -3.193064e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212755 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -31930532.000000 Penalty: 4113.286133
	Iteration 30Q: 3 clusters Score -3.193053e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209562 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -31930408.000000 Penalty: 4113.286133
	Iteration 31Q: 3 clusters Score -3.193041e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206224 members 
Mstep: Class 2 contains 107499 members 
Entering Unmasked Estep 
Score: -31930278.000000 Penalty: 4113.286133
	Iteration 32Q: 3 clusters Score -3.193028e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202896 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -31929946.000000 Penalty: 4113.286133
	Iteration 33Q: 3 clusters Score -3.192995e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199594 members 
Mstep: Class 2 contains 114129 members 
Entering Unmasked Estep 
Score: -31929818.000000 Penalty: 4113.286133
	Iteration 34Q: 3 clusters Score -3.192982e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196206 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -31929688.000000 Penalty: 4113.286133
	Iteration 35Q: 3 clusters Score -3.192969e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192896 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -31929436.000000 Penalty: 4113.286133
	Iteration 36Q: 3 clusters Score -3.192944e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189587 members 
Mstep: Class 2 contains 124136 members 
Entering Unmasked Estep 
Score: -31929402.000000 Penalty: 4113.286133
	Iteration 37Q: 3 clusters Score -3.19294e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186314 members 
Mstep: Class 2 contains 127409 members 
Entering Unmasked Estep 
Score: -31929208.000000 Penalty: 4113.286133
	Iteration 38Q: 3 clusters Score -3.192921e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183044 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -31929208.000000 Penalty: 4113.286133
	Iteration 39Q: 3 clusters Score -3.192921e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179878 members 
Mstep: Class 2 contains 133845 members 
Entering Unmasked Estep 
Score: -31929362.000000 Penalty: 4113.286133
	Iteration 40F: 3 clusters Score -3.192936e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176843 members 
Mstep: Class 2 contains 136880 members 
Entering Unmasked Estep 
Score: -31929502.000000 Penalty: 4113.286133
	Iteration 41Q: 3 clusters Score -3.19295e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173876 members 
Mstep: Class 2 contains 139847 members 
Entering Unmasked Estep 
Score: -31929300.000000 Penalty: 4113.286133
	Iteration 42Q: 3 clusters Score -3.19293e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 142646 members 
Entering Unmasked Estep 
Score: -31929372.000000 Penalty: 4113.286133
	Iteration 43Q: 3 clusters Score -3.192937e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168412 members 
Mstep: Class 2 contains 145311 members 
Entering Unmasked Estep 
Score: -31929360.000000 Penalty: 4113.286133
	Iteration 44Q: 3 clusters Score -3.192936e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 147908 members 
Entering Unmasked Estep 
Score: -31929230.000000 Penalty: 4113.286133
	Iteration 45Q: 3 clusters Score -3.192923e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163343 members 
Mstep: Class 2 contains 150380 members 
Entering Unmasked Estep 
Score: -31929248.000000 Penalty: 4113.286133
	Iteration 46Q: 3 clusters Score -3.192925e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161035 members 
Mstep: Class 2 contains 152688 members 
Entering Unmasked Estep 
Score: -31929222.000000 Penalty: 4113.286133
	Iteration 47Q: 3 clusters Score -3.192922e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 154686 members 
Entering Unmasked Estep 
Score: -31929370.000000 Penalty: 4113.286133
	Iteration 48Q: 3 clusters Score -3.192937e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157224 members 
Mstep: Class 2 contains 156499 members 
Entering Unmasked Estep 
Score: -31929258.000000 Penalty: 4113.286133
	Iteration 49Q: 3 clusters Score -3.192926e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155588 members 
Mstep: Class 2 contains 158135 members 
Entering Unmasked Estep 
Score: -31929210.000000 Penalty: 4113.286133
	Iteration 50Q: 3 clusters Score -3.192921e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154085 members 
Mstep: Class 2 contains 159638 members 
Entering Unmasked Estep 
Score: -31929084.000000 Penalty: 4113.286133
	Iteration 51Q: 3 clusters Score -3.192908e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152690 members 
Mstep: Class 2 contains 161033 members 
Entering Unmasked Estep 
Score: -31929006.000000 Penalty: 4113.286133
	Iteration 52Q: 3 clusters Score -3.192901e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151400 members 
Mstep: Class 2 contains 162323 members 
Entering Unmasked Estep 
Score: -31928842.000000 Penalty: 4113.286133
	Iteration 53Q: 3 clusters Score -3.192884e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150252 members 
Mstep: Class 2 contains 163471 members 
Entering Unmasked Estep 
Score: -31928758.000000 Penalty: 4113.286133
	Iteration 54Q: 3 clusters Score -3.192876e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 164474 members 
Entering Unmasked Estep 
Score: -31928696.000000 Penalty: 4113.286133
	Iteration 55Q: 3 clusters Score -3.19287e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148302 members 
Mstep: Class 2 contains 165421 members 
Entering Unmasked Estep 
Score: -31928664.000000 Penalty: 4113.286133
	Iteration 56Q: 3 clusters Score -3.192866e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147470 members 
Mstep: Class 2 contains 166253 members 
Entering Unmasked Estep 
Score: -31928648.000000 Penalty: 4113.286133
	Iteration 57Q: 3 clusters Score -3.192865e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146756 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -31928644.000000 Penalty: 4113.286133
	Iteration 58Q: 3 clusters Score -3.192864e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146037 members 
Mstep: Class 2 contains 167686 members 
Entering Unmasked Estep 
Score: -31928640.000000 Penalty: 4113.286133
	Iteration 59Q: 3 clusters Score -3.192864e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145347 members 
Mstep: Class 2 contains 168376 members 
Entering Unmasked Estep 
Score: -31928618.000000 Penalty: 4113.286133
	Iteration 60F: 3 clusters Score -3.192862e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144667 members 
Mstep: Class 2 contains 169056 members 
Entering Unmasked Estep 
Score: -31928630.000000 Penalty: 4113.286133
	Iteration 61Q: 3 clusters Score -3.192863e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 169682 members 
Entering Unmasked Estep 
Score: -31928616.000000 Penalty: 4113.286133
	Iteration 62Q: 3 clusters Score -3.192862e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143480 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -31928630.000000 Penalty: 4113.286133
	Iteration 63Q: 3 clusters Score -3.192863e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142964 members 
Mstep: Class 2 contains 170759 members 
Entering Unmasked Estep 
Score: -31928610.000000 Penalty: 4113.286133
	Iteration 64Q: 3 clusters Score -3.192861e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142520 members 
Mstep: Class 2 contains 171203 members 
Entering Unmasked Estep 
Score: -31928646.000000 Penalty: 4113.286133
	Iteration 65Q: 3 clusters Score -3.192865e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142090 members 
Mstep: Class 2 contains 171633 members 
Entering Unmasked Estep 
Score: -31928632.000000 Penalty: 4113.286133
	Iteration 66Q: 3 clusters Score -3.192863e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141747 members 
Mstep: Class 2 contains 171976 members 
Entering Unmasked Estep 
Score: -31928594.000000 Penalty: 4113.286133
	Iteration 67Q: 3 clusters Score -3.192859e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141450 members 
Mstep: Class 2 contains 172273 members 
Entering Unmasked Estep 
Score: -31928582.000000 Penalty: 4113.286133
	Iteration 68Q: 3 clusters Score -3.192858e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 172495 members 
Entering Unmasked Estep 
Score: -31928614.000000 Penalty: 4113.286133
	Iteration 69Q: 3 clusters Score -3.192861e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141029 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -31928564.000000 Penalty: 4113.286133
	Iteration 70Q: 3 clusters Score -3.192856e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140876 members 
Mstep: Class 2 contains 172847 members 
Entering Unmasked Estep 
Score: -31928572.000000 Penalty: 4113.286133
	Iteration 71Q: 3 clusters Score -3.192857e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140762 members 
Mstep: Class 2 contains 172961 members 
Entering Unmasked Estep 
Score: -31928544.000000 Penalty: 4113.286133
	Iteration 72Q: 3 clusters Score -3.192854e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140656 members 
Mstep: Class 2 contains 173067 members 
Entering Unmasked Estep 
Score: -31928474.000000 Penalty: 4113.286133
	Iteration 73Q: 3 clusters Score -3.192847e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140565 members 
Mstep: Class 2 contains 173158 members 
Entering Unmasked Estep 
Score: -31928516.000000 Penalty: 4113.286133
	Iteration 74Q: 3 clusters Score -3.192852e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140506 members 
Mstep: Class 2 contains 173217 members 
Entering Unmasked Estep 
Score: -31928486.000000 Penalty: 4113.286133
	Iteration 75Q: 3 clusters Score -3.192849e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140467 members 
Mstep: Class 2 contains 173256 members 
Entering Unmasked Estep 
Score: -31928446.000000 Penalty: 4113.286133
	Iteration 76Q: 3 clusters Score -3.192845e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 173293 members 
Entering Unmasked Estep 
Score: -31928426.000000 Penalty: 4113.286133
	Iteration 77Q: 3 clusters Score -3.192843e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140400 members 
Mstep: Class 2 contains 173323 members 
Entering Unmasked Estep 
Score: -31928422.000000 Penalty: 4113.286133
	Iteration 78Q: 3 clusters Score -3.192842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140383 members 
Mstep: Class 2 contains 173340 members 
Entering Unmasked Estep 
Score: -31928436.000000 Penalty: 4113.286133
	Iteration 79Q: 3 clusters Score -3.192844e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140356 members 
Mstep: Class 2 contains 173367 members 
Entering Unmasked Estep 
Score: -31928460.000000 Penalty: 4113.286133
	Iteration 80F: 3 clusters Score -3.192846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140337 members 
Mstep: Class 2 contains 173386 members 
Entering Unmasked Estep 
Score: -31928436.000000 Penalty: 4113.286133
	Iteration 81Q: 3 clusters Score -3.192844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140324 members 
Mstep: Class 2 contains 173399 members 
Entering Unmasked Estep 
Score: -31928440.000000 Penalty: 4113.286133
	Iteration 82Q: 3 clusters Score -3.192844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140314 members 
Mstep: Class 2 contains 173409 members 
Entering Unmasked Estep 
Score: -31928436.000000 Penalty: 4113.286133
	Iteration 83Q: 3 clusters Score -3.192844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140312 members 
Mstep: Class 2 contains 173411 members 
Entering Unmasked Estep 
Score: -31928424.000000 Penalty: 4113.286133
	Iteration 84Q: 3 clusters Score -3.192842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140307 members 
Mstep: Class 2 contains 173416 members 
Entering Unmasked Estep 
Score: -31928420.000000 Penalty: 4113.286133
	Iteration 85Q: 3 clusters Score -3.192842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 173425 members 
Entering Unmasked Estep 
Score: -31928444.000000 Penalty: 4113.286133
	Iteration 86Q: 3 clusters Score -3.192844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140295 members 
Mstep: Class 2 contains 173428 members 
Entering Unmasked Estep 
Score: -31928448.000000 Penalty: 4113.286133
	Iteration 87Q: 3 clusters Score -3.192845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140292 members 
Mstep: Class 2 contains 173431 members 
Entering Unmasked Estep 
Score: -31928438.000000 Penalty: 4113.286133
	Iteration 88Q: 3 clusters Score -3.192844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -31928426.000000 Penalty: 4113.286133
	Iteration 89Q: 3 clusters Score -3.192843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140289 members 
Mstep: Class 2 contains 173434 members 
Entering Unmasked Estep 
Score: -31928414.000000 Penalty: 4113.286133
	Iteration 90Q: 3 clusters Score -3.192841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140291 members 
Mstep: Class 2 contains 173432 members 
Entering Unmasked Estep 
Score: -31928440.000000 Penalty: 4113.286133
	Iteration 91Q: 3 clusters Score -3.192844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -31928420.000000 Penalty: 4113.286133
	Iteration 92Q: 3 clusters Score -3.192842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140289 members 
Mstep: Class 2 contains 173434 members 
Entering Unmasked Estep 
Score: -31928438.000000 Penalty: 4113.286133
	Iteration 93Q: 3 clusters Score -3.192844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140287 members 
Mstep: Class 2 contains 173436 members 
Entering Unmasked Estep 
Score: -31928430.000000 Penalty: 4113.286133
	Iteration 94Q: 3 clusters Score -3.192843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140280 members 
Mstep: Class 2 contains 173443 members 
Entering Unmasked Estep 
Score: -31928430.000000 Penalty: 4113.286133
	Iteration 95Q: 3 clusters Score -3.192843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140279 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -31928466.000000 Penalty: 4113.286133
	Iteration 96Q: 3 clusters Score -3.192847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140283 members 
Mstep: Class 2 contains 173440 members 
Entering Unmasked Estep 
Score: -31928436.000000 Penalty: 4113.286133
	Iteration 97Q: 3 clusters Score -3.192844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140287 members 
Mstep: Class 2 contains 173436 members 
Entering Unmasked Estep 
Score: -31928442.000000 Penalty: 4113.286133
	Iteration 98Q: 3 clusters Score -3.192844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -31928438.000000 Penalty: 4113.286133
	Iteration 99Q: 3 clusters Score -3.192844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -31928438.000000 Penalty: 4113.286133
	Iteration 100F: 3 clusters Score -3.192844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -265311.375000 Penalty: 1289.997437
	Iteration 0F: 2 clusters Score -265311.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -262730.093750 Penalty: 2579.994873
	Iteration 0F: 3 clusters Score -262730.1 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -263542.187500 Penalty: 2579.994873
	Iteration 1F: 3 clusters Score -263542.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -263987.093750 Penalty: 2579.994873
	Iteration 2F: 3 clusters Score -263987.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -264329.656250 Penalty: 2579.994873
	Iteration 3F: 3 clusters Score -264329.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -264605.937500 Penalty: 2579.994873
	Iteration 4F: 3 clusters Score -264605.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -264832.281250 Penalty: 2579.994873
	Iteration 5F: 3 clusters Score -264832.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -264973.968750 Penalty: 2579.994873
	Iteration 6Q: 3 clusters Score -264974 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -265023.968750 Penalty: 2579.994873
	Iteration 7Q: 3 clusters Score -265024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -265055.000000 Penalty: 2579.994873
	Iteration 8Q: 3 clusters Score -265055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -265092.593750 Penalty: 2579.994873
	Iteration 9Q: 3 clusters Score -265092.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -265130.375000 Penalty: 2579.994873
	Iteration 10Q: 3 clusters Score -265130.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -265143.875000 Penalty: 2579.994873
	Iteration 11Q: 3 clusters Score -265143.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -265151.343750 Penalty: 2579.994873
	Iteration 12Q: 3 clusters Score -265151.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -265155.500000 Penalty: 2579.994873
	Iteration 13Q: 3 clusters Score -265155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -265159.093750 Penalty: 2579.994873
	Iteration 14Q: 3 clusters Score -265159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -265159.906250 Penalty: 2579.994873
	Iteration 15Q: 3 clusters Score -265159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -265161.968750 Penalty: 2579.994873
	Iteration 16Q: 3 clusters Score -265162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -265163.718750 Penalty: 2579.994873
	Iteration 17Q: 3 clusters Score -265163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -265165.218750 Penalty: 2579.994873
	Iteration 18Q: 3 clusters Score -265165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -265166.968750 Penalty: 2579.994873
	Iteration 19Q: 3 clusters Score -265167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -265167.218750 Penalty: 2579.994873
	Iteration 20F: 3 clusters Score -265167.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Entering Unmasked Estep 
Score: -2633416.250000 Penalty: 1648.763550
	Iteration 0F: 2 clusters Score -2633416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2616062.000000 Penalty: 3297.527100
	Iteration 0F: 3 clusters Score -2616062 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2622450.000000 Penalty: 3297.527100
	Iteration 1F: 3 clusters Score -2622450 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2622753.500000 Penalty: 3297.527100
	Iteration 2Q: 3 clusters Score -2622754 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2623034.250000 Penalty: 3297.527100
	Iteration 3Q: 3 clusters Score -2623034 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2623328.000000 Penalty: 3297.527100
	Iteration 4Q: 3 clusters Score -2623328 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2623689.000000 Penalty: 3297.527100
	Iteration 5Q: 3 clusters Score -2623689 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2624208.250000 Penalty: 3297.527100
	Iteration 6Q: 3 clusters Score -2624208 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2625037.750000 Penalty: 3297.527100
	Iteration 7F: 3 clusters Score -2625038 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2626309.000000 Penalty: 3297.527100
	Iteration 8F: 3 clusters Score -2626309 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2628057.500000 Penalty: 3297.527100
	Iteration 9F: 3 clusters Score -2628058 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2629775.500000 Penalty: 3297.527100
	Iteration 10F: 3 clusters Score -2629776 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2630865.000000 Penalty: 3297.527100
	Iteration 11Q: 3 clusters Score -2630865 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2631443.750000 Penalty: 3297.527100
	Iteration 12Q: 3 clusters Score -2631444 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2631691.000000 Penalty: 3297.527100
	Iteration 13Q: 3 clusters Score -2631691 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2631823.000000 Penalty: 3297.527100
	Iteration 14Q: 3 clusters Score -2631823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2631886.500000 Penalty: 3297.527100
	Iteration 15Q: 3 clusters Score -2631886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2631916.250000 Penalty: 3297.527100
	Iteration 16Q: 3 clusters Score -2631916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2631937.000000 Penalty: 3297.527100
	Iteration 17Q: 3 clusters Score -2631937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2631949.750000 Penalty: 3297.527100
	Iteration 18Q: 3 clusters Score -2631950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2631959.500000 Penalty: 3297.527100
	Iteration 19Q: 3 clusters Score -2631960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2631967.250000 Penalty: 3297.527100
	Iteration 20F: 3 clusters Score -2631967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2631973.750000 Penalty: 3297.527100
	Iteration 21Q: 3 clusters Score -2631974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2631977.750000 Penalty: 3297.527100
	Iteration 22Q: 3 clusters Score -2631978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2631980.500000 Penalty: 3297.527100
	Iteration 23Q: 3 clusters Score -2631980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2631982.000000 Penalty: 3297.527100
	Iteration 24Q: 3 clusters Score -2631982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2631982.500000 Penalty: 3297.527100
	Iteration 25Q: 3 clusters Score -2631982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2631982.500000 Penalty: 3297.527100
	Iteration 26F: 3 clusters Score -2631982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Entering Unmasked Estep 
Score: -4368641.500000 Penalty: 1730.853638
	Iteration 0F: 2 clusters Score -4368642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4340169.000000 Penalty: 3461.707275
	Iteration 0F: 3 clusters Score -4340169 nChanged 19916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4351284.000000 Penalty: 3461.707275
	Iteration 1F: 3 clusters Score -4351284 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4351629.500000 Penalty: 3461.707275
	Iteration 2Q: 3 clusters Score -4351630 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4352019.000000 Penalty: 3461.707275
	Iteration 3Q: 3 clusters Score -4352019 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4352452.500000 Penalty: 3461.707275
	Iteration 4Q: 3 clusters Score -4352452 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4353025.500000 Penalty: 3461.707275
	Iteration 5Q: 3 clusters Score -4353026 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4353939.500000 Penalty: 3461.707275
	Iteration 6Q: 3 clusters Score -4353940 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4355347.500000 Penalty: 3461.707275
	Iteration 7F: 3 clusters Score -4355348 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4357360.000000 Penalty: 3461.707275
	Iteration 8F: 3 clusters Score -4357360 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -4359739.000000 Penalty: 3461.707275
	Iteration 9F: 3 clusters Score -4359739 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -4362008.000000 Penalty: 3461.707275
	Iteration 10F: 3 clusters Score -4362008 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -4363682.000000 Penalty: 3461.707275
	Iteration 11Q: 3 clusters Score -4363682 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -4364772.000000 Penalty: 3461.707275
	Iteration 12Q: 3 clusters Score -4364772 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4365472.500000 Penalty: 3461.707275
	Iteration 13Q: 3 clusters Score -4365472 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4365962.000000 Penalty: 3461.707275
	Iteration 14Q: 3 clusters Score -4365962 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4366286.000000 Penalty: 3461.707275
	Iteration 15Q: 3 clusters Score -4366286 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4366473.500000 Penalty: 3461.707275
	Iteration 16Q: 3 clusters Score -4366474 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4366642.000000 Penalty: 3461.707275
	Iteration 17Q: 3 clusters Score -4366642 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4366754.000000 Penalty: 3461.707275
	Iteration 18Q: 3 clusters Score -4366754 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4366833.000000 Penalty: 3461.707275
	Iteration 19Q: 3 clusters Score -4366833 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4366909.000000 Penalty: 3461.707275
	Iteration 20F: 3 clusters Score -4366909 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4366981.500000 Penalty: 3461.707275
	Iteration 21Q: 3 clusters Score -4366982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4367028.000000 Penalty: 3461.707275
	Iteration 22Q: 3 clusters Score -4367028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4367051.000000 Penalty: 3461.707275
	Iteration 23Q: 3 clusters Score -4367051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4367076.000000 Penalty: 3461.707275
	Iteration 24Q: 3 clusters Score -4367076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4367091.500000 Penalty: 3461.707275
	Iteration 25Q: 3 clusters Score -4367092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4367107.500000 Penalty: 3461.707275
	Iteration 26Q: 3 clusters Score -4367108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4367124.500000 Penalty: 3461.707275
	Iteration 27Q: 3 clusters Score -4367124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4367147.000000 Penalty: 3461.707275
	Iteration 28Q: 3 clusters Score -4367147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4367166.000000 Penalty: 3461.707275
	Iteration 29Q: 3 clusters Score -4367166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4367178.000000 Penalty: 3461.707275
	Iteration 30Q: 3 clusters Score -4367178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4367192.500000 Penalty: 3461.707275
	Iteration 31Q: 3 clusters Score -4367192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4367194.500000 Penalty: 3461.707275
	Iteration 32Q: 3 clusters Score -4367194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4367201.500000 Penalty: 3461.707275
	Iteration 33Q: 3 clusters Score -4367202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4367204.000000 Penalty: 3461.707275
	Iteration 34Q: 3 clusters Score -4367204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4367212.500000 Penalty: 3461.707275
	Iteration 35Q: 3 clusters Score -4367212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4367217.000000 Penalty: 3461.707275
	Iteration 36Q: 3 clusters Score -4367217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4367222.000000 Penalty: 3461.707275
	Iteration 37Q: 3 clusters Score -4367222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4367229.500000 Penalty: 3461.707275
	Iteration 38Q: 3 clusters Score -4367230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4367224.000000 Penalty: 3461.707275
	Iteration 39Q: 3 clusters Score -4367224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4367234.500000 Penalty: 3461.707275
	Iteration 40F: 3 clusters Score -4367234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4367238.500000 Penalty: 3461.707275
	Iteration 41Q: 3 clusters Score -4367238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4367245.500000 Penalty: 3461.707275
	Iteration 42Q: 3 clusters Score -4367246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4367256.000000 Penalty: 3461.707275
	Iteration 43Q: 3 clusters Score -4367256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4367252.000000 Penalty: 3461.707275
	Iteration 44Q: 3 clusters Score -4367252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4367257.000000 Penalty: 3461.707275
	Iteration 45Q: 3 clusters Score -4367257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4367258.500000 Penalty: 3461.707275
	Iteration 46Q: 3 clusters Score -4367258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4367264.000000 Penalty: 3461.707275
	Iteration 47Q: 3 clusters Score -4367264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4367266.500000 Penalty: 3461.707275
	Iteration 48Q: 3 clusters Score -4367266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4367275.500000 Penalty: 3461.707275
	Iteration 49Q: 3 clusters Score -4367276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4367274.500000 Penalty: 3461.707275
	Iteration 50Q: 3 clusters Score -4367274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4367278.000000 Penalty: 3461.707275
	Iteration 51Q: 3 clusters Score -4367278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4367280.500000 Penalty: 3461.707275
	Iteration 52Q: 3 clusters Score -4367280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4367279.500000 Penalty: 3461.707275
	Iteration 53Q: 3 clusters Score -4367280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4367279.500000 Penalty: 3461.707275
	Iteration 54Q: 3 clusters Score -4367280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4367277.500000 Penalty: 3461.707275
	Iteration 55Q: 3 clusters Score -4367278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4367280.000000 Penalty: 3461.707275
	Iteration 56Q: 3 clusters Score -4367280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4367277.500000 Penalty: 3461.707275
	Iteration 57Q: 3 clusters Score -4367278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4367276.500000 Penalty: 3461.707275
	Iteration 58Q: 3 clusters Score -4367276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4367273.500000 Penalty: 3461.707275
	Iteration 59Q: 3 clusters Score -4367274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4367278.000000 Penalty: 3461.707275
	Iteration 60F: 3 clusters Score -4367278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4367282.000000 Penalty: 3461.707275
	Iteration 61Q: 3 clusters Score -4367282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4367288.000000 Penalty: 3461.707275
	Iteration 62Q: 3 clusters Score -4367288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4367284.500000 Penalty: 3461.707275
	Iteration 63Q: 3 clusters Score -4367284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4367285.000000 Penalty: 3461.707275
	Iteration 64Q: 3 clusters Score -4367285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4367285.000000 Penalty: 3461.707275
	Iteration 65F: 3 clusters Score -4367285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Entering Unmasked Estep 
Score: -2828216.750000 Penalty: 1660.170776
	Iteration 0F: 2 clusters Score -2828217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2809708.750000 Penalty: 3320.341553
	Iteration 0F: 3 clusters Score -2809709 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2816830.000000 Penalty: 3320.341553
	Iteration 1F: 3 clusters Score -2816830 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2817418.250000 Penalty: 3320.341553
	Iteration 2F: 3 clusters Score -2817418 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2818046.750000 Penalty: 3320.341553
	Iteration 3F: 3 clusters Score -2818047 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2818819.000000 Penalty: 3320.341553
	Iteration 4F: 3 clusters Score -2818819 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2819820.500000 Penalty: 3320.341553
	Iteration 5F: 3 clusters Score -2819820 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2821126.500000 Penalty: 3320.341553
	Iteration 6F: 3 clusters Score -2821126 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2822670.250000 Penalty: 3320.341553
	Iteration 7F: 3 clusters Score -2822670 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2824117.750000 Penalty: 3320.341553
	Iteration 8F: 3 clusters Score -2824118 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -2825300.250000 Penalty: 3320.341553
	Iteration 9Q: 3 clusters Score -2825300 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2825999.500000 Penalty: 3320.341553
	Iteration 10Q: 3 clusters Score -2826000 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -2826365.750000 Penalty: 3320.341553
	Iteration 11Q: 3 clusters Score -2826366 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -2826577.000000 Penalty: 3320.341553
	Iteration 12Q: 3 clusters Score -2826577 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -2826725.000000 Penalty: 3320.341553
	Iteration 13Q: 3 clusters Score -2826725 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -2826793.250000 Penalty: 3320.341553
	Iteration 14Q: 3 clusters Score -2826793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -2826841.750000 Penalty: 3320.341553
	Iteration 15Q: 3 clusters Score -2826842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2826877.500000 Penalty: 3320.341553
	Iteration 16Q: 3 clusters Score -2826878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -2826884.000000 Penalty: 3320.341553
	Iteration 17Q: 3 clusters Score -2826884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2826897.250000 Penalty: 3320.341553
	Iteration 18Q: 3 clusters Score -2826897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -2826903.750000 Penalty: 3320.341553
	Iteration 19Q: 3 clusters Score -2826904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -2826912.750000 Penalty: 3320.341553
	Iteration 20F: 3 clusters Score -2826913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -2826914.500000 Penalty: 3320.341553
	Iteration 21Q: 3 clusters Score -2826914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -2826919.250000 Penalty: 3320.341553
	Iteration 22Q: 3 clusters Score -2826919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -2826920.750000 Penalty: 3320.341553
	Iteration 23Q: 3 clusters Score -2826921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -2826919.250000 Penalty: 3320.341553
	Iteration 24Q: 3 clusters Score -2826919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -2826919.250000 Penalty: 3320.341553
	Iteration 25F: 3 clusters Score -2826919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79500 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 318780 members 
Mstep: Class 6 contains 25273 members 
Mstep: Class 9 contains 36826 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 12 contains 57468 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 313723 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 25495 members 
Mstep: Class 18 contains 42252 members 
Mstep: Class 19 contains 27349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94131992.000000 Penalty: 29056.449219
Iteration 199Q: 14 clusters Score -9.413199e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79527 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 318606 members 
Mstep: Class 6 contains 24949 members 
Mstep: Class 9 contains 36859 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 12 contains 57604 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 313935 members 
Mstep: Class 15 contains 2801 members 
Mstep: Class 16 contains 25531 members 
Mstep: Class 18 contains 42274 members 
Mstep: Class 19 contains 27381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94131592.000000 Penalty: 29056.449219
Iteration 200F: 14 clusters Score -9.413159e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79582 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 318531 members 
Mstep: Class 6 contains 24630 members 
Mstep: Class 9 contains 36882 members 
Mstep: Class 10 contains 7251 members 
Mstep: Class 12 contains 57751 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 314023 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 25576 members 
Mstep: Class 18 contains 42282 members 
Mstep: Class 19 contains 27413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94131408.000000 Penalty: 29056.449219
Iteration 201Q: 14 clusters Score -9.413141e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79619 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 318337 members 
Mstep: Class 6 contains 24323 members 
Mstep: Class 9 contains 36905 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 12 contains 57914 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 314168 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 18 contains 42300 members 
Mstep: Class 19 contains 27475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94131360.000000 Penalty: 29056.449219
Iteration 202Q: 14 clusters Score -9.413136e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79661 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 318191 members 
Mstep: Class 6 contains 23994 members 
Mstep: Class 9 contains 36942 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 12 contains 58068 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 314276 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 25667 members 
Mstep: Class 18 contains 42339 members 
Mstep: Class 19 contains 27524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94131040.000000 Penalty: 29056.449219
Iteration 203Q: 14 clusters Score -9.413104e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79702 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 318111 members 
Mstep: Class 6 contains 23637 members 
Mstep: Class 9 contains 36987 members 
Mstep: Class 10 contains 7267 members 
Mstep: Class 12 contains 58205 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 314397 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 25702 members 
Mstep: Class 18 contains 42362 members 
Mstep: Class 19 contains 27559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130784.000000 Penalty: 29056.449219
Iteration 204Q: 14 clusters Score -9.413078e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79762 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 318085 members 
Mstep: Class 6 contains 23271 members 
Mstep: Class 9 contains 37018 members 
Mstep: Class 10 contains 7272 members 
Mstep: Class 12 contains 58310 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 314488 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 25736 members 
Mstep: Class 18 contains 42386 members 
Mstep: Class 19 contains 27606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130768.000000 Penalty: 29056.449219
Iteration 205Q: 14 clusters Score -9.413077e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79825 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 318008 members 
Mstep: Class 6 contains 22910 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 7275 members 
Mstep: Class 12 contains 58425 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 314595 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 25781 members 
Mstep: Class 18 contains 42415 members 
Mstep: Class 19 contains 27666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130536.000000 Penalty: 29056.449219
Iteration 206Q: 14 clusters Score -9.413054e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79891 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 317863 members 
Mstep: Class 6 contains 22509 members 
Mstep: Class 9 contains 37068 members 
Mstep: Class 10 contains 7276 members 
Mstep: Class 12 contains 58561 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 314793 members 
Mstep: Class 15 contains 2801 members 
Mstep: Class 16 contains 25821 members 
Mstep: Class 18 contains 42441 members 
Mstep: Class 19 contains 27723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130528.000000 Penalty: 29056.449219
Iteration 207Q: 14 clusters Score -9.413053e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79938 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 317747 members 
Mstep: Class 6 contains 22102 members 
Mstep: Class 9 contains 37096 members 
Mstep: Class 10 contains 7279 members 
Mstep: Class 12 contains 58699 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 314969 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 25861 members 
Mstep: Class 18 contains 42475 members 
Mstep: Class 19 contains 27778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130352.000000 Penalty: 29056.449219
Iteration 208Q: 14 clusters Score -9.413035e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79987 members 
Mstep: Class 4 contains 2023 members 
Mstep: Class 5 contains 317719 members 
Mstep: Class 6 contains 21674 members 
Mstep: Class 9 contains 37137 members 
Mstep: Class 10 contains 7283 members 
Mstep: Class 12 contains 58848 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 315036 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 18 contains 42504 members 
Mstep: Class 19 contains 27832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129944.000000 Penalty: 29056.449219
Iteration 209Q: 14 clusters Score -9.412994e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80047 members 
Mstep: Class 4 contains 2023 members 
Mstep: Class 5 contains 317677 members 
Mstep: Class 6 contains 21233 members 
Mstep: Class 9 contains 37172 members 
Mstep: Class 10 contains 7288 members 
Mstep: Class 12 contains 58995 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 315124 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 16 contains 25979 members 
Mstep: Class 18 contains 42537 members 
Mstep: Class 19 contains 27887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129704.000000 Penalty: 29056.449219
Iteration 210Q: 14 clusters Score -9.41297e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80087 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 317622 members 
Mstep: Class 6 contains 20753 members 
Mstep: Class 9 contains 37205 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 12 contains 59144 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 315290 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 26030 members 
Mstep: Class 18 contains 42574 members 
Mstep: Class 19 contains 27943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129432.000000 Penalty: 29056.449219
Iteration 211Q: 14 clusters Score -9.412943e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80137 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 317539 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 9 contains 37245 members 
Mstep: Class 10 contains 7297 members 
Mstep: Class 12 contains 59287 members 
Mstep: Class 13 contains 2024 members 
Mstep: Class 14 contains 315461 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 26073 members 
Mstep: Class 18 contains 42617 members 
Mstep: Class 19 contains 28014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129712.000000 Penalty: 29056.449219
Iteration 212Q: 14 clusters Score -9.412971e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80193 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 317390 members 
Mstep: Class 6 contains 19830 members 
Mstep: Class 9 contains 37276 members 
Mstep: Class 10 contains 7299 members 
Mstep: Class 12 contains 59432 members 
Mstep: Class 13 contains 2013 members 
Mstep: Class 14 contains 315693 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 16 contains 26104 members 
Mstep: Class 18 contains 42651 members 
Mstep: Class 19 contains 28091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129032.000000 Penalty: 29056.449219
Iteration 213Q: 14 clusters Score -9.412903e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80269 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 317270 members 
Mstep: Class 6 contains 19334 members 
Mstep: Class 9 contains 37312 members 
Mstep: Class 10 contains 7301 members 
Mstep: Class 12 contains 59611 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 315873 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 26153 members 
Mstep: Class 18 contains 42674 members 
Mstep: Class 19 contains 28165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128488.000000 Penalty: 29056.449219
Iteration 214Q: 14 clusters Score -9.412849e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80331 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 317016 members 
Mstep: Class 6 contains 18870 members 
Mstep: Class 9 contains 37353 members 
Mstep: Class 10 contains 7303 members 
Mstep: Class 12 contains 59820 members 
Mstep: Class 13 contains 2007 members 
Mstep: Class 14 contains 316140 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 26212 members 
Mstep: Class 18 contains 42682 members 
Mstep: Class 19 contains 28238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128440.000000 Penalty: 29056.449219
Iteration 215Q: 14 clusters Score -9.412844e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80411 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 316719 members 
Mstep: Class 6 contains 18420 members 
Mstep: Class 9 contains 37393 members 
Mstep: Class 10 contains 7303 members 
Mstep: Class 12 contains 60068 members 
Mstep: Class 13 contains 1998 members 
Mstep: Class 14 contains 316359 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 26268 members 
Mstep: Class 18 contains 42723 members 
Mstep: Class 19 contains 28309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128392.000000 Penalty: 29056.449219
Iteration 216Q: 14 clusters Score -9.412839e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80493 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 316485 members 
Mstep: Class 6 contains 17951 members 
Mstep: Class 9 contains 37454 members 
Mstep: Class 10 contains 7304 members 
Mstep: Class 12 contains 60304 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 316523 members 
Mstep: Class 15 contains 2830 members 
Mstep: Class 16 contains 26334 members 
Mstep: Class 18 contains 42762 members 
Mstep: Class 19 contains 28370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128568.000000 Penalty: 29056.449219
Iteration 217Q: 14 clusters Score -9.412857e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80626 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 316103 members 
Mstep: Class 6 contains 17509 members 
Mstep: Class 9 contains 37517 members 
Mstep: Class 10 contains 7304 members 
Mstep: Class 12 contains 60570 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 316714 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 26392 members 
Mstep: Class 18 contains 42803 members 
Mstep: Class 19 contains 28439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128792.000000 Penalty: 29056.449219
Iteration 218Q: 14 clusters Score -9.412879e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80732 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 315716 members 
Mstep: Class 6 contains 17080 members 
Mstep: Class 9 contains 37576 members 
Mstep: Class 10 contains 7306 members 
Mstep: Class 12 contains 60840 members 
Mstep: Class 13 contains 1981 members 
Mstep: Class 14 contains 316930 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 26446 members 
Mstep: Class 18 contains 42847 members 
Mstep: Class 19 contains 28505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128712.000000 Penalty: 29056.449219
Iteration 219Q: 14 clusters Score -9.412871e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80857 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 315379 members 
Mstep: Class 6 contains 16645 members 
Mstep: Class 9 contains 37634 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 12 contains 61098 members 
Mstep: Class 13 contains 1969 members 
Mstep: Class 14 contains 317087 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 26506 members 
Mstep: Class 18 contains 42904 members 
Mstep: Class 19 contains 28572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129104.000000 Penalty: 29056.449219
Iteration 220F: 14 clusters Score -9.41291e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80945 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 314999 members 
Mstep: Class 6 contains 16228 members 
Mstep: Class 9 contains 37701 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 12 contains 61349 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 317285 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 26574 members 
Mstep: Class 18 contains 42969 members 
Mstep: Class 19 contains 28640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129296.000000 Penalty: 29056.449219
Iteration 221Q: 14 clusters Score -9.41293e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81046 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 314606 members 
Mstep: Class 6 contains 15804 members 
Mstep: Class 9 contains 37779 members 
Mstep: Class 10 contains 7308 members 
Mstep: Class 12 contains 61615 members 
Mstep: Class 13 contains 1943 members 
Mstep: Class 14 contains 317464 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 26641 members 
Mstep: Class 18 contains 43045 members 
Mstep: Class 19 contains 28701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129328.000000 Penalty: 29056.449219
Iteration 222Q: 14 clusters Score -9.412933e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81115 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 314278 members 
Mstep: Class 6 contains 15406 members 
Mstep: Class 9 contains 37848 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 12 contains 61856 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 317618 members 
Mstep: Class 15 contains 2847 members 
Mstep: Class 16 contains 26691 members 
Mstep: Class 18 contains 43123 members 
Mstep: Class 19 contains 28770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128920.000000 Penalty: 29056.449219
Iteration 223Q: 14 clusters Score -9.412892e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81195 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 314028 members 
Mstep: Class 6 contains 15001 members 
Mstep: Class 9 contains 37918 members 
Mstep: Class 10 contains 7305 members 
Mstep: Class 12 contains 62092 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 317712 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 16 contains 26759 members 
Mstep: Class 18 contains 43179 members 
Mstep: Class 19 contains 28835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128888.000000 Penalty: 29056.449219
Iteration 224Q: 14 clusters Score -9.412889e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81273 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 313722 members 
Mstep: Class 6 contains 14614 members 
Mstep: Class 9 contains 38002 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 12 contains 62309 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 317821 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 16 contains 26839 members 
Mstep: Class 18 contains 43249 members 
Mstep: Class 19 contains 28905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128704.000000 Penalty: 29056.449219
Iteration 225Q: 14 clusters Score -9.41287e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81350 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 313342 members 
Mstep: Class 6 contains 14227 members 
Mstep: Class 9 contains 38077 members 
Mstep: Class 10 contains 7290 members 
Mstep: Class 12 contains 62551 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 318021 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 26881 members 
Mstep: Class 18 contains 43319 members 
Mstep: Class 19 contains 28975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128960.000000 Penalty: 29056.449219
Iteration 226Q: 14 clusters Score -9.412896e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81430 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 312948 members 
Mstep: Class 6 contains 13824 members 
Mstep: Class 9 contains 38175 members 
Mstep: Class 10 contains 7288 members 
Mstep: Class 12 contains 62834 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 318175 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 26933 members 
Mstep: Class 18 contains 43393 members 
Mstep: Class 19 contains 29033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128680.000000 Penalty: 29056.449219
Iteration 227Q: 14 clusters Score -9.412868e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81500 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 312616 members 
Mstep: Class 6 contains 13391 members 
Mstep: Class 9 contains 38274 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 12 contains 63100 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 318347 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 26975 members 
Mstep: Class 18 contains 43472 members 
Mstep: Class 19 contains 29096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128888.000000 Penalty: 29056.449219
Iteration 228Q: 14 clusters Score -9.412889e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81572 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 312132 members 
Mstep: Class 6 contains 12959 members 
Mstep: Class 9 contains 38395 members 
Mstep: Class 10 contains 7273 members 
Mstep: Class 12 contains 63385 members 
Mstep: Class 13 contains 1870 members 
Mstep: Class 14 contains 318595 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 27023 members 
Mstep: Class 18 contains 43561 members 
Mstep: Class 19 contains 29175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128840.000000 Penalty: 29056.449219
Iteration 229Q: 14 clusters Score -9.412884e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81650 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 311688 members 
Mstep: Class 6 contains 12534 members 
Mstep: Class 9 contains 38535 members 
Mstep: Class 10 contains 7265 members 
Mstep: Class 12 contains 63668 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 318772 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 16 contains 27078 members 
Mstep: Class 18 contains 43654 members 
Mstep: Class 19 contains 29233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128664.000000 Penalty: 29056.449219
Iteration 230Q: 14 clusters Score -9.412866e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81718 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 311340 members 
Mstep: Class 6 contains 12082 members 
Mstep: Class 9 contains 38686 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 12 contains 63924 members 
Mstep: Class 13 contains 1845 members 
Mstep: Class 14 contains 318918 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 16 contains 27123 members 
Mstep: Class 18 contains 43764 members 
Mstep: Class 19 contains 29278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128768.000000 Penalty: 29056.449219
Iteration 231Q: 14 clusters Score -9.412877e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81759 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 310829 members 
Mstep: Class 6 contains 11668 members 
Mstep: Class 9 contains 38858 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 12 contains 64189 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 319170 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 27175 members 
Mstep: Class 18 contains 43874 members 
Mstep: Class 19 contains 29344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128888.000000 Penalty: 29056.449219
Iteration 232Q: 14 clusters Score -9.412889e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81780 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 310340 members 
Mstep: Class 6 contains 11273 members 
Mstep: Class 9 contains 39062 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 12 contains 64482 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 319338 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 27245 members 
Mstep: Class 18 contains 43975 members 
Mstep: Class 19 contains 29403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128608.000000 Penalty: 29056.449219
Iteration 233Q: 14 clusters Score -9.412861e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81790 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 309940 members 
Mstep: Class 6 contains 10895 members 
Mstep: Class 9 contains 39268 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 12 contains 64781 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 319394 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 16 contains 27307 members 
Mstep: Class 18 contains 44084 members 
Mstep: Class 19 contains 29462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128672.000000 Penalty: 29056.449219
Iteration 234Q: 14 clusters Score -9.412867e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81840 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 309472 members 
Mstep: Class 6 contains 10505 members 
Mstep: Class 9 contains 39470 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 12 contains 65085 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 319498 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 27336 members 
Mstep: Class 18 contains 44210 members 
Mstep: Class 19 contains 29518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128184.000000 Penalty: 29056.449219
Iteration 235Q: 14 clusters Score -9.412818e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81864 members 
Mstep: Class 4 contains 2037 members 
Mstep: Class 5 contains 308889 members 
Mstep: Class 6 contains 10134 members 
Mstep: Class 9 contains 39690 members 
Mstep: Class 10 contains 7200 members 
Mstep: Class 12 contains 65408 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 319640 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 27369 members 
Mstep: Class 18 contains 44357 members 
Mstep: Class 19 contains 29599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128328.000000 Penalty: 29056.449219
Iteration 236Q: 14 clusters Score -9.412833e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81852 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 308436 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 9 contains 39879 members 
Mstep: Class 10 contains 7185 members 
Mstep: Class 12 contains 65740 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 14 contains 319747 members 
Mstep: Class 15 contains 2866 members 
Mstep: Class 16 contains 27399 members 
Mstep: Class 18 contains 44506 members 
Mstep: Class 19 contains 29658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128320.000000 Penalty: 29056.449219
Iteration 237Q: 14 clusters Score -9.412832e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81843 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 308064 members 
Mstep: Class 6 contains 9401 members 
Mstep: Class 9 contains 40036 members 
Mstep: Class 10 contains 7162 members 
Mstep: Class 12 contains 66072 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 319800 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 27423 members 
Mstep: Class 18 contains 44623 members 
Mstep: Class 19 contains 29731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128600.000000 Penalty: 29056.449219
Iteration 238Q: 14 clusters Score -9.41286e+07 nChanged 3441
Entering ConstructFrom: 
Score: -94128600.000000 Penalty: 29056.449219
Entering ConstructFrom: 
Trying to split cluster 2 (81824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Entering Unmasked Estep 
Score: -8114529.500000 Penalty: 1838.252930
	Iteration 0F: 2 clusters Score -8114530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -8059652.000000 Penalty: 3676.505859
	Iteration 0F: 3 clusters Score -8059652 nChanged 39129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -8082121.500000 Penalty: 3676.505859
	Iteration 1F: 3 clusters Score -8082122 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -8082642.500000 Penalty: 3676.505859
	Iteration 2Q: 3 clusters Score -8082642 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -8083225.000000 Penalty: 3676.505859
	Iteration 3Q: 3 clusters Score -8083225 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -8083997.000000 Penalty: 3676.505859
	Iteration 4Q: 3 clusters Score -8083997 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -8085199.000000 Penalty: 3676.505859
	Iteration 5Q: 3 clusters Score -8085199 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -8087159.500000 Penalty: 3676.505859
	Iteration 6Q: 3 clusters Score -8087160 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -8090292.000000 Penalty: 3676.505859
	Iteration 7F: 3 clusters Score -8090292 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -8094561.500000 Penalty: 3676.505859
	Iteration 8F: 3 clusters Score -8094562 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -8099139.000000 Penalty: 3676.505859
	Iteration 9F: 3 clusters Score -8099139 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70827 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -8103397.500000 Penalty: 3676.505859
	Iteration 10F: 3 clusters Score -8103398 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -8106761.500000 Penalty: 3676.505859
	Iteration 11Q: 3 clusters Score -8106762 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77388 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -8109337.000000 Penalty: 3676.505859
	Iteration 12Q: 3 clusters Score -8109337 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -8110848.000000 Penalty: 3676.505859
	Iteration 13Q: 3 clusters Score -8110848 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8111742.500000 Penalty: 3676.505859
	Iteration 14Q: 3 clusters Score -8111742 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8112265.000000 Penalty: 3676.505859
	Iteration 15Q: 3 clusters Score -8112265 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8112532.000000 Penalty: 3676.505859
	Iteration 16Q: 3 clusters Score -8112532 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8112681.000000 Penalty: 3676.505859
	Iteration 17Q: 3 clusters Score -8112681 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81299 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8112764.000000 Penalty: 3676.505859
	Iteration 18Q: 3 clusters Score -8112764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8112825.000000 Penalty: 3676.505859
	Iteration 19Q: 3 clusters Score -8112825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8112854.000000 Penalty: 3676.505859
	Iteration 20F: 3 clusters Score -8112854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8112878.500000 Penalty: 3676.505859
	Iteration 21Q: 3 clusters Score -8112878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8112901.000000 Penalty: 3676.505859
	Iteration 22Q: 3 clusters Score -8112901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8112911.500000 Penalty: 3676.505859
	Iteration 23Q: 3 clusters Score -8112912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81469 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8112939.500000 Penalty: 3676.505859
	Iteration 24Q: 3 clusters Score -8112940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8112960.500000 Penalty: 3676.505859
	Iteration 25Q: 3 clusters Score -8112960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8112972.500000 Penalty: 3676.505859
	Iteration 26Q: 3 clusters Score -8112972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8112987.000000 Penalty: 3676.505859
	Iteration 27Q: 3 clusters Score -8112987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8112982.500000 Penalty: 3676.505859
	Iteration 28Q: 3 clusters Score -8112982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8112996.000000 Penalty: 3676.505859
	Iteration 29Q: 3 clusters Score -8112996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8113004.000000 Penalty: 3676.505859
	Iteration 30Q: 3 clusters Score -8113004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8113004.000000 Penalty: 3676.505859
	Iteration 31F: 3 clusters Score -8113004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -198921.265625 Penalty: 1238.364624
	Iteration 0F: 2 clusters Score -198921.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -196820.968750 Penalty: 2476.729248
	Iteration 0F: 3 clusters Score -196821 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -197286.656250 Penalty: 2476.729248
	Iteration 1F: 3 clusters Score -197286.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -197402.734375 Penalty: 2476.729248
	Iteration 2F: 3 clusters Score -197402.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197459.421875 Penalty: 2476.729248
	Iteration 3Q: 3 clusters Score -197459.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -197498.171875 Penalty: 2476.729248
	Iteration 4Q: 3 clusters Score -197498.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -197529.656250 Penalty: 2476.729248
	Iteration 5Q: 3 clusters Score -197529.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -197563.218750 Penalty: 2476.729248
	Iteration 6Q: 3 clusters Score -197563.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -197600.343750 Penalty: 2476.729248
	Iteration 7Q: 3 clusters Score -197600.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -197632.187500 Penalty: 2476.729248
	Iteration 8Q: 3 clusters Score -197632.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -197681.625000 Penalty: 2476.729248
	Iteration 9Q: 3 clusters Score -197681.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -197740.906250 Penalty: 2476.729248
	Iteration 10Q: 3 clusters Score -197740.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -197796.578125 Penalty: 2476.729248
	Iteration 11Q: 3 clusters Score -197796.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -197854.468750 Penalty: 2476.729248
	Iteration 12Q: 3 clusters Score -197854.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -197904.171875 Penalty: 2476.729248
	Iteration 13Q: 3 clusters Score -197904.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -197944.937500 Penalty: 2476.729248
	Iteration 14Q: 3 clusters Score -197944.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -197998.968750 Penalty: 2476.729248
	Iteration 15Q: 3 clusters Score -197999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -198038.125000 Penalty: 2476.729248
	Iteration 16Q: 3 clusters Score -198038.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -198067.171875 Penalty: 2476.729248
	Iteration 17Q: 3 clusters Score -198067.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -198086.890625 Penalty: 2476.729248
	Iteration 18Q: 3 clusters Score -198086.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -198099.328125 Penalty: 2476.729248
	Iteration 19Q: 3 clusters Score -198099.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -198106.843750 Penalty: 2476.729248
	Iteration 20F: 3 clusters Score -198106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -198113.296875 Penalty: 2476.729248
	Iteration 21Q: 3 clusters Score -198113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -198117.562500 Penalty: 2476.729248
	Iteration 22Q: 3 clusters Score -198117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -198118.375000 Penalty: 2476.729248
	Iteration 23Q: 3 clusters Score -198118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -198122.281250 Penalty: 2476.729248
	Iteration 24Q: 3 clusters Score -198122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -198126.718750 Penalty: 2476.729248
	Iteration 25Q: 3 clusters Score -198126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -198132.562500 Penalty: 2476.729248
	Iteration 26Q: 3 clusters Score -198132.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -198140.234375 Penalty: 2476.729248
	Iteration 27Q: 3 clusters Score -198140.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -198143.609375 Penalty: 2476.729248
	Iteration 28Q: 3 clusters Score -198143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -198144.125000 Penalty: 2476.729248
	Iteration 29Q: 3 clusters Score -198144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -198146.843750 Penalty: 2476.729248
	Iteration 30Q: 3 clusters Score -198146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -198149.234375 Penalty: 2476.729248
	Iteration 31Q: 3 clusters Score -198149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -198150.265625 Penalty: 2476.729248
	Iteration 32Q: 3 clusters Score -198150.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -198150.265625 Penalty: 2476.729248
	Iteration 33F: 3 clusters Score -198150.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (307592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307592 members 
Entering Unmasked Estep 
Score: -31220816.000000 Penalty: 2053.436035
	Iteration 0F: 2 clusters Score -3.122082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 153888 members 
Entering Unmasked Estep 
Score: -31018804.000000 Penalty: 4106.872070
	Iteration 0F: 3 clusters Score -3.10188e+07 nChanged 150377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 155461 members 
Entering Unmasked Estep 
Score: -31112700.000000 Penalty: 4106.872070
	Iteration 1F: 3 clusters Score -3.11127e+07 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151094 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -31117978.000000 Penalty: 4106.872070
	Iteration 2Q: 3 clusters Score -3.111798e+07 nChanged 15360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149658 members 
Mstep: Class 2 contains 157934 members 
Entering Unmasked Estep 
Score: -31126132.000000 Penalty: 4106.872070
	Iteration 3Q: 3 clusters Score -3.112613e+07 nChanged 18630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 159430 members 
Entering Unmasked Estep 
Score: -31138436.000000 Penalty: 4106.872070
	Iteration 4F: 3 clusters Score -3.113844e+07 nChanged 21429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147301 members 
Mstep: Class 2 contains 160291 members 
Entering Unmasked Estep 
Score: -31154540.000000 Penalty: 4106.872070
	Iteration 5F: 3 clusters Score -3.115454e+07 nChanged 22365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147236 members 
Mstep: Class 2 contains 160356 members 
Entering Unmasked Estep 
Score: -31171226.000000 Penalty: 4106.872070
	Iteration 6F: 3 clusters Score -3.117123e+07 nChanged 20018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147688 members 
Mstep: Class 2 contains 159904 members 
Entering Unmasked Estep 
Score: -31184114.000000 Penalty: 4106.872070
	Iteration 7F: 3 clusters Score -3.118411e+07 nChanged 14120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148128 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -31189846.000000 Penalty: 4106.872070
	Iteration 8Q: 3 clusters Score -3.118985e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148190 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -31191970.000000 Penalty: 4106.872070
	Iteration 9Q: 3 clusters Score -3.119197e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147814 members 
Mstep: Class 2 contains 159778 members 
Entering Unmasked Estep 
Score: -31192870.000000 Penalty: 4106.872070
	Iteration 10Q: 3 clusters Score -3.119287e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147255 members 
Mstep: Class 2 contains 160337 members 
Entering Unmasked Estep 
Score: -31193676.000000 Penalty: 4106.872070
	Iteration 11Q: 3 clusters Score -3.119368e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146557 members 
Mstep: Class 2 contains 161035 members 
Entering Unmasked Estep 
Score: -31194334.000000 Penalty: 4106.872070
	Iteration 12Q: 3 clusters Score -3.119433e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145800 members 
Mstep: Class 2 contains 161792 members 
Entering Unmasked Estep 
Score: -31194928.000000 Penalty: 4106.872070
	Iteration 13Q: 3 clusters Score -3.119493e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 162683 members 
Entering Unmasked Estep 
Score: -31195408.000000 Penalty: 4106.872070
	Iteration 14Q: 3 clusters Score -3.119541e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143969 members 
Mstep: Class 2 contains 163623 members 
Entering Unmasked Estep 
Score: -31195644.000000 Penalty: 4106.872070
	Iteration 15Q: 3 clusters Score -3.119564e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142952 members 
Mstep: Class 2 contains 164640 members 
Entering Unmasked Estep 
Score: -31196104.000000 Penalty: 4106.872070
	Iteration 16Q: 3 clusters Score -3.11961e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 165739 members 
Entering Unmasked Estep 
Score: -31196434.000000 Penalty: 4106.872070
	Iteration 17Q: 3 clusters Score -3.119643e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140719 members 
Mstep: Class 2 contains 166873 members 
Entering Unmasked Estep 
Score: -31196790.000000 Penalty: 4106.872070
	Iteration 18Q: 3 clusters Score -3.119679e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139584 members 
Mstep: Class 2 contains 168008 members 
Entering Unmasked Estep 
Score: -31196766.000000 Penalty: 4106.872070
	Iteration 19Q: 3 clusters Score -3.119677e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138477 members 
Mstep: Class 2 contains 169115 members 
Entering Unmasked Estep 
Score: -31196880.000000 Penalty: 4106.872070
	Iteration 20F: 3 clusters Score -3.119688e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137428 members 
Mstep: Class 2 contains 170164 members 
Entering Unmasked Estep 
Score: -31197022.000000 Penalty: 4106.872070
	Iteration 21Q: 3 clusters Score -3.119702e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136373 members 
Mstep: Class 2 contains 171219 members 
Entering Unmasked Estep 
Score: -31197050.000000 Penalty: 4106.872070
	Iteration 22Q: 3 clusters Score -3.119705e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135300 members 
Mstep: Class 2 contains 172292 members 
Entering Unmasked Estep 
Score: -31197138.000000 Penalty: 4106.872070
	Iteration 23Q: 3 clusters Score -3.119714e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134277 members 
Mstep: Class 2 contains 173315 members 
Entering Unmasked Estep 
Score: -31197190.000000 Penalty: 4106.872070
	Iteration 24Q: 3 clusters Score -3.119719e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133247 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -31197320.000000 Penalty: 4106.872070
	Iteration 25Q: 3 clusters Score -3.119732e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132205 members 
Mstep: Class 2 contains 175387 members 
Entering Unmasked Estep 
Score: -31197396.000000 Penalty: 4106.872070
	Iteration 26Q: 3 clusters Score -3.11974e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131116 members 
Mstep: Class 2 contains 176476 members 
Entering Unmasked Estep 
Score: -31197306.000000 Penalty: 4106.872070
	Iteration 27Q: 3 clusters Score -3.119731e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130018 members 
Mstep: Class 2 contains 177574 members 
Entering Unmasked Estep 
Score: -31197332.000000 Penalty: 4106.872070
	Iteration 28Q: 3 clusters Score -3.119733e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128895 members 
Mstep: Class 2 contains 178697 members 
Entering Unmasked Estep 
Score: -31197292.000000 Penalty: 4106.872070
	Iteration 29Q: 3 clusters Score -3.119729e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127742 members 
Mstep: Class 2 contains 179850 members 
Entering Unmasked Estep 
Score: -31197162.000000 Penalty: 4106.872070
	Iteration 30Q: 3 clusters Score -3.119716e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 180982 members 
Entering Unmasked Estep 
Score: -31197084.000000 Penalty: 4106.872070
	Iteration 31Q: 3 clusters Score -3.119708e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125563 members 
Mstep: Class 2 contains 182029 members 
Entering Unmasked Estep 
Score: -31196978.000000 Penalty: 4106.872070
	Iteration 32Q: 3 clusters Score -3.119698e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 183046 members 
Entering Unmasked Estep 
Score: -31196924.000000 Penalty: 4106.872070
	Iteration 33Q: 3 clusters Score -3.119692e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123495 members 
Mstep: Class 2 contains 184097 members 
Entering Unmasked Estep 
Score: -31196912.000000 Penalty: 4106.872070
	Iteration 34Q: 3 clusters Score -3.119691e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122440 members 
Mstep: Class 2 contains 185152 members 
Entering Unmasked Estep 
Score: -31196870.000000 Penalty: 4106.872070
	Iteration 35Q: 3 clusters Score -3.119687e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121384 members 
Mstep: Class 2 contains 186208 members 
Entering Unmasked Estep 
Score: -31196806.000000 Penalty: 4106.872070
	Iteration 36Q: 3 clusters Score -3.119681e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 187246 members 
Entering Unmasked Estep 
Score: -31196736.000000 Penalty: 4106.872070
	Iteration 37Q: 3 clusters Score -3.119674e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119304 members 
Mstep: Class 2 contains 188288 members 
Entering Unmasked Estep 
Score: -31196734.000000 Penalty: 4106.872070
	Iteration 38Q: 3 clusters Score -3.119673e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118305 members 
Mstep: Class 2 contains 189287 members 
Entering Unmasked Estep 
Score: -31196684.000000 Penalty: 4106.872070
	Iteration 39Q: 3 clusters Score -3.119668e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117281 members 
Mstep: Class 2 contains 190311 members 
Entering Unmasked Estep 
Score: -31196716.000000 Penalty: 4106.872070
	Iteration 40F: 3 clusters Score -3.119672e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116241 members 
Mstep: Class 2 contains 191351 members 
Entering Unmasked Estep 
Score: -31196728.000000 Penalty: 4106.872070
	Iteration 41Q: 3 clusters Score -3.119673e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 192392 members 
Entering Unmasked Estep 
Score: -31196652.000000 Penalty: 4106.872070
	Iteration 42Q: 3 clusters Score -3.119665e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114124 members 
Mstep: Class 2 contains 193468 members 
Entering Unmasked Estep 
Score: -31196572.000000 Penalty: 4106.872070
	Iteration 43Q: 3 clusters Score -3.119657e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113013 members 
Mstep: Class 2 contains 194579 members 
Entering Unmasked Estep 
Score: -31196526.000000 Penalty: 4106.872070
	Iteration 44Q: 3 clusters Score -3.119653e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 195722 members 
Entering Unmasked Estep 
Score: -31196538.000000 Penalty: 4106.872070
	Iteration 45Q: 3 clusters Score -3.119654e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110662 members 
Mstep: Class 2 contains 196930 members 
Entering Unmasked Estep 
Score: -31196460.000000 Penalty: 4106.872070
	Iteration 46Q: 3 clusters Score -3.119646e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109409 members 
Mstep: Class 2 contains 198183 members 
Entering Unmasked Estep 
Score: -31196414.000000 Penalty: 4106.872070
	Iteration 47Q: 3 clusters Score -3.119641e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 199430 members 
Entering Unmasked Estep 
Score: -31196408.000000 Penalty: 4106.872070
	Iteration 48Q: 3 clusters Score -3.119641e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 200685 members 
Entering Unmasked Estep 
Score: -31196438.000000 Penalty: 4106.872070
	Iteration 49Q: 3 clusters Score -3.119644e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 201947 members 
Entering Unmasked Estep 
Score: -31196450.000000 Penalty: 4106.872070
	Iteration 50Q: 3 clusters Score -3.119645e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104362 members 
Mstep: Class 2 contains 203230 members 
Entering Unmasked Estep 
Score: -31196374.000000 Penalty: 4106.872070
	Iteration 51Q: 3 clusters Score -3.119637e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 204577 members 
Entering Unmasked Estep 
Score: -31196416.000000 Penalty: 4106.872070
	Iteration 52Q: 3 clusters Score -3.119642e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 205937 members 
Entering Unmasked Estep 
Score: -31196484.000000 Penalty: 4106.872070
	Iteration 53Q: 3 clusters Score -3.119648e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 207317 members 
Entering Unmasked Estep 
Score: -31196580.000000 Penalty: 4106.872070
	Iteration 54Q: 3 clusters Score -3.119658e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 208787 members 
Entering Unmasked Estep 
Score: -31196568.000000 Penalty: 4106.872070
	Iteration 55Q: 3 clusters Score -3.119657e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 210312 members 
Entering Unmasked Estep 
Score: -31196600.000000 Penalty: 4106.872070
	Iteration 56Q: 3 clusters Score -3.11966e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 211866 members 
Entering Unmasked Estep 
Score: -31196636.000000 Penalty: 4106.872070
	Iteration 57Q: 3 clusters Score -3.119664e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 213437 members 
Entering Unmasked Estep 
Score: -31196682.000000 Penalty: 4106.872070
	Iteration 58Q: 3 clusters Score -3.119668e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 215018 members 
Entering Unmasked Estep 
Score: -31196686.000000 Penalty: 4106.872070
	Iteration 59Q: 3 clusters Score -3.119669e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 216642 members 
Entering Unmasked Estep 
Score: -31196648.000000 Penalty: 4106.872070
	Iteration 60F: 3 clusters Score -3.119665e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 218281 members 
Entering Unmasked Estep 
Score: -31196826.000000 Penalty: 4106.872070
	Iteration 61Q: 3 clusters Score -3.119683e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 219963 members 
Entering Unmasked Estep 
Score: -31197036.000000 Penalty: 4106.872070
	Iteration 62Q: 3 clusters Score -3.119704e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 221727 members 
Entering Unmasked Estep 
Score: -31197164.000000 Penalty: 4106.872070
	Iteration 63Q: 3 clusters Score -3.119716e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 223554 members 
Entering Unmasked Estep 
Score: -31197388.000000 Penalty: 4106.872070
	Iteration 64Q: 3 clusters Score -3.119739e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 225368 members 
Entering Unmasked Estep 
Score: -31197438.000000 Penalty: 4106.872070
	Iteration 65Q: 3 clusters Score -3.119744e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 227142 members 
Entering Unmasked Estep 
Score: -31197586.000000 Penalty: 4106.872070
	Iteration 66Q: 3 clusters Score -3.119759e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 228959 members 
Entering Unmasked Estep 
Score: -31197782.000000 Penalty: 4106.872070
	Iteration 67Q: 3 clusters Score -3.119778e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 230833 members 
Entering Unmasked Estep 
Score: -31198044.000000 Penalty: 4106.872070
	Iteration 68Q: 3 clusters Score -3.119804e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 232755 members 
Entering Unmasked Estep 
Score: -31198362.000000 Penalty: 4106.872070
	Iteration 69Q: 3 clusters Score -3.119836e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 234714 members 
Entering Unmasked Estep 
Score: -31198666.000000 Penalty: 4106.872070
	Iteration 70Q: 3 clusters Score -3.119867e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 236760 members 
Entering Unmasked Estep 
Score: -31198960.000000 Penalty: 4106.872070
	Iteration 71Q: 3 clusters Score -3.119896e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 238810 members 
Entering Unmasked Estep 
Score: -31199220.000000 Penalty: 4106.872070
	Iteration 72Q: 3 clusters Score -3.119922e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 240906 members 
Entering Unmasked Estep 
Score: -31199544.000000 Penalty: 4106.872070
	Iteration 73Q: 3 clusters Score -3.119954e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 242966 members 
Entering Unmasked Estep 
Score: -31199832.000000 Penalty: 4106.872070
	Iteration 74Q: 3 clusters Score -3.119983e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 245080 members 
Entering Unmasked Estep 
Score: -31200270.000000 Penalty: 4106.872070
	Iteration 75Q: 3 clusters Score -3.120027e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 247143 members 
Entering Unmasked Estep 
Score: -31200630.000000 Penalty: 4106.872070
	Iteration 76Q: 3 clusters Score -3.120063e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 249204 members 
Entering Unmasked Estep 
Score: -31201022.000000 Penalty: 4106.872070
	Iteration 77Q: 3 clusters Score -3.120102e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 251320 members 
Entering Unmasked Estep 
Score: -31201702.000000 Penalty: 4106.872070
	Iteration 78Q: 3 clusters Score -3.12017e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 253391 members 
Entering Unmasked Estep 
Score: -31202118.000000 Penalty: 4106.872070
	Iteration 79Q: 3 clusters Score -3.120212e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 255516 members 
Entering Unmasked Estep 
Score: -31202544.000000 Penalty: 4106.872070
	Iteration 80F: 3 clusters Score -3.120254e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 257682 members 
Entering Unmasked Estep 
Score: -31202896.000000 Penalty: 4106.872070
	Iteration 81Q: 3 clusters Score -3.12029e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 259810 members 
Entering Unmasked Estep 
Score: -31203288.000000 Penalty: 4106.872070
	Iteration 82Q: 3 clusters Score -3.120329e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 261955 members 
Entering Unmasked Estep 
Score: -31203824.000000 Penalty: 4106.872070
	Iteration 83Q: 3 clusters Score -3.120382e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 264095 members 
Entering Unmasked Estep 
Score: -31204432.000000 Penalty: 4106.872070
	Iteration 84Q: 3 clusters Score -3.120443e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 266253 members 
Entering Unmasked Estep 
Score: -31205040.000000 Penalty: 4106.872070
	Iteration 85Q: 3 clusters Score -3.120504e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 268413 members 
Entering Unmasked Estep 
Score: -31205592.000000 Penalty: 4106.872070
	Iteration 86Q: 3 clusters Score -3.120559e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 270549 members 
Entering Unmasked Estep 
Score: -31206004.000000 Penalty: 4106.872070
	Iteration 87Q: 3 clusters Score -3.1206e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 272705 members 
Entering Unmasked Estep 
Score: -31206648.000000 Penalty: 4106.872070
	Iteration 88Q: 3 clusters Score -3.120665e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 274918 members 
Entering Unmasked Estep 
Score: -31207486.000000 Penalty: 4106.872070
	Iteration 89Q: 3 clusters Score -3.120749e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 277028 members 
Entering Unmasked Estep 
Score: -31208410.000000 Penalty: 4106.872070
	Iteration 90Q: 3 clusters Score -3.120841e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 279046 members 
Entering Unmasked Estep 
Score: -31209550.000000 Penalty: 4106.872070
	Iteration 91Q: 3 clusters Score -3.120955e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 280973 members 
Entering Unmasked Estep 
Score: -31210560.000000 Penalty: 4106.872070
	Iteration 92Q: 3 clusters Score -3.121056e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 282784 members 
Entering Unmasked Estep 
Score: -31211734.000000 Penalty: 4106.872070
	Iteration 93Q: 3 clusters Score -3.121173e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 284489 members 
Entering Unmasked Estep 
Score: -31212896.000000 Penalty: 4106.872070
	Iteration 94Q: 3 clusters Score -3.12129e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 286078 members 
Entering Unmasked Estep 
Score: -31213874.000000 Penalty: 4106.872070
	Iteration 95Q: 3 clusters Score -3.121387e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 287524 members 
Entering Unmasked Estep 
Score: -31214864.000000 Penalty: 4106.872070
	Iteration 96Q: 3 clusters Score -3.121486e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 288840 members 
Entering Unmasked Estep 
Score: -31215424.000000 Penalty: 4106.872070
	Iteration 97Q: 3 clusters Score -3.121542e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 290018 members 
Entering Unmasked Estep 
Score: -31216132.000000 Penalty: 4106.872070
	Iteration 98Q: 3 clusters Score -3.121613e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 291116 members 
Entering Unmasked Estep 
Score: -31216516.000000 Penalty: 4106.872070
	Iteration 99Q: 3 clusters Score -3.121652e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 292118 members 
Entering Unmasked Estep 
Score: -31217018.000000 Penalty: 4106.872070
	Iteration 100F: 3 clusters Score -3.121702e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 293081 members 
Entering Unmasked Estep 
Score: -31217422.000000 Penalty: 4106.872070
	Iteration 101Q: 3 clusters Score -3.121742e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 293958 members 
Entering Unmasked Estep 
Score: -31217714.000000 Penalty: 4106.872070
	Iteration 102Q: 3 clusters Score -3.121771e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 294693 members 
Entering Unmasked Estep 
Score: -31217968.000000 Penalty: 4106.872070
	Iteration 103Q: 3 clusters Score -3.121797e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 295364 members 
Entering Unmasked Estep 
Score: -31218080.000000 Penalty: 4106.872070
	Iteration 104Q: 3 clusters Score -3.121808e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 295939 members 
Entering Unmasked Estep 
Score: -31218240.000000 Penalty: 4106.872070
	Iteration 105Q: 3 clusters Score -3.121824e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 296463 members 
Entering Unmasked Estep 
Score: -31218372.000000 Penalty: 4106.872070
	Iteration 106Q: 3 clusters Score -3.121837e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 296906 members 
Entering Unmasked Estep 
Score: -31218534.000000 Penalty: 4106.872070
	Iteration 107Q: 3 clusters Score -3.121853e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 297345 members 
Entering Unmasked Estep 
Score: -31218674.000000 Penalty: 4106.872070
	Iteration 108Q: 3 clusters Score -3.121867e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 297725 members 
Entering Unmasked Estep 
Score: -31218810.000000 Penalty: 4106.872070
	Iteration 109Q: 3 clusters Score -3.121881e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 298052 members 
Entering Unmasked Estep 
Score: -31218878.000000 Penalty: 4106.872070
	Iteration 110Q: 3 clusters Score -3.121888e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 298351 members 
Entering Unmasked Estep 
Score: -31218978.000000 Penalty: 4106.872070
	Iteration 111Q: 3 clusters Score -3.121898e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 298658 members 
Entering Unmasked Estep 
Score: -31219010.000000 Penalty: 4106.872070
	Iteration 112Q: 3 clusters Score -3.121901e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 298957 members 
Entering Unmasked Estep 
Score: -31219096.000000 Penalty: 4106.872070
	Iteration 113Q: 3 clusters Score -3.12191e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 299248 members 
Entering Unmasked Estep 
Score: -31219204.000000 Penalty: 4106.872070
	Iteration 114Q: 3 clusters Score -3.12192e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 299519 members 
Entering Unmasked Estep 
Score: -31219356.000000 Penalty: 4106.872070
	Iteration 115Q: 3 clusters Score -3.121936e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 299753 members 
Entering Unmasked Estep 
Score: -31219424.000000 Penalty: 4106.872070
	Iteration 116Q: 3 clusters Score -3.121942e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 299953 members 
Entering Unmasked Estep 
Score: -31219512.000000 Penalty: 4106.872070
	Iteration 117Q: 3 clusters Score -3.121951e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 300134 members 
Entering Unmasked Estep 
Score: -31219550.000000 Penalty: 4106.872070
	Iteration 118Q: 3 clusters Score -3.121955e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 300297 members 
Entering Unmasked Estep 
Score: -31219580.000000 Penalty: 4106.872070
	Iteration 119Q: 3 clusters Score -3.121958e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 300441 members 
Entering Unmasked Estep 
Score: -31219694.000000 Penalty: 4106.872070
	Iteration 120F: 3 clusters Score -3.121969e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 300577 members 
Entering Unmasked Estep 
Score: -31219682.000000 Penalty: 4106.872070
	Iteration 121Q: 3 clusters Score -3.121968e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 300710 members 
Entering Unmasked Estep 
Score: -31219700.000000 Penalty: 4106.872070
	Iteration 122Q: 3 clusters Score -3.12197e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 300843 members 
Entering Unmasked Estep 
Score: -31219710.000000 Penalty: 4106.872070
	Iteration 123Q: 3 clusters Score -3.121971e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 300970 members 
Entering Unmasked Estep 
Score: -31219718.000000 Penalty: 4106.872070
	Iteration 124Q: 3 clusters Score -3.121972e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 301083 members 
Entering Unmasked Estep 
Score: -31219728.000000 Penalty: 4106.872070
	Iteration 125Q: 3 clusters Score -3.121973e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 301170 members 
Entering Unmasked Estep 
Score: -31219770.000000 Penalty: 4106.872070
	Iteration 126Q: 3 clusters Score -3.121977e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 301253 members 
Entering Unmasked Estep 
Score: -31219758.000000 Penalty: 4106.872070
	Iteration 127Q: 3 clusters Score -3.121976e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 301334 members 
Entering Unmasked Estep 
Score: -31219756.000000 Penalty: 4106.872070
	Iteration 128Q: 3 clusters Score -3.121976e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 301410 members 
Entering Unmasked Estep 
Score: -31219734.000000 Penalty: 4106.872070
	Iteration 129Q: 3 clusters Score -3.121973e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 301488 members 
Entering Unmasked Estep 
Score: -31219730.000000 Penalty: 4106.872070
	Iteration 130Q: 3 clusters Score -3.121973e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 301560 members 
Entering Unmasked Estep 
Score: -31219752.000000 Penalty: 4106.872070
	Iteration 131Q: 3 clusters Score -3.121975e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 301621 members 
Entering Unmasked Estep 
Score: -31219766.000000 Penalty: 4106.872070
	Iteration 132Q: 3 clusters Score -3.121977e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 301670 members 
Entering Unmasked Estep 
Score: -31219750.000000 Penalty: 4106.872070
	Iteration 133Q: 3 clusters Score -3.121975e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 301711 members 
Entering Unmasked Estep 
Score: -31219750.000000 Penalty: 4106.872070
	Iteration 134Q: 3 clusters Score -3.121975e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 301749 members 
Entering Unmasked Estep 
Score: -31219738.000000 Penalty: 4106.872070
	Iteration 135Q: 3 clusters Score -3.121974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 301791 members 
Entering Unmasked Estep 
Score: -31219742.000000 Penalty: 4106.872070
	Iteration 136Q: 3 clusters Score -3.121974e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 301833 members 
Entering Unmasked Estep 
Score: -31219734.000000 Penalty: 4106.872070
	Iteration 137Q: 3 clusters Score -3.121973e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 301864 members 
Entering Unmasked Estep 
Score: -31219720.000000 Penalty: 4106.872070
	Iteration 138Q: 3 clusters Score -3.121972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 301894 members 
Entering Unmasked Estep 
Score: -31219724.000000 Penalty: 4106.872070
	Iteration 139Q: 3 clusters Score -3.121972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 301926 members 
Entering Unmasked Estep 
Score: -31219712.000000 Penalty: 4106.872070
	Iteration 140F: 3 clusters Score -3.121971e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 301954 members 
Entering Unmasked Estep 
Score: -31219718.000000 Penalty: 4106.872070
	Iteration 141Q: 3 clusters Score -3.121972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 301984 members 
Entering Unmasked Estep 
Score: -31219726.000000 Penalty: 4106.872070
	Iteration 142Q: 3 clusters Score -3.121973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 302006 members 
Entering Unmasked Estep 
Score: -31219742.000000 Penalty: 4106.872070
	Iteration 143Q: 3 clusters Score -3.121974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 302026 members 
Entering Unmasked Estep 
Score: -31219748.000000 Penalty: 4106.872070
	Iteration 144Q: 3 clusters Score -3.121975e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 302044 members 
Entering Unmasked Estep 
Score: -31219744.000000 Penalty: 4106.872070
	Iteration 145Q: 3 clusters Score -3.121974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 302060 members 
Entering Unmasked Estep 
Score: -31219738.000000 Penalty: 4106.872070
	Iteration 146Q: 3 clusters Score -3.121974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 302070 members 
Entering Unmasked Estep 
Score: -31219762.000000 Penalty: 4106.872070
	Iteration 147Q: 3 clusters Score -3.121976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 302081 members 
Entering Unmasked Estep 
Score: -31219748.000000 Penalty: 4106.872070
	Iteration 148Q: 3 clusters Score -3.121975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 302098 members 
Entering Unmasked Estep 
Score: -31219762.000000 Penalty: 4106.872070
	Iteration 149Q: 3 clusters Score -3.121976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 302115 members 
Entering Unmasked Estep 
Score: -31219758.000000 Penalty: 4106.872070
	Iteration 150Q: 3 clusters Score -3.121976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 302133 members 
Entering Unmasked Estep 
Score: -31219786.000000 Penalty: 4106.872070
	Iteration 151Q: 3 clusters Score -3.121979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 302146 members 
Entering Unmasked Estep 
Score: -31219766.000000 Penalty: 4106.872070
	Iteration 152Q: 3 clusters Score -3.121977e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 302167 members 
Entering Unmasked Estep 
Score: -31219778.000000 Penalty: 4106.872070
	Iteration 153Q: 3 clusters Score -3.121978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 302185 members 
Entering Unmasked Estep 
Score: -31219774.000000 Penalty: 4106.872070
	Iteration 154Q: 3 clusters Score -3.121977e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 302202 members 
Entering Unmasked Estep 
Score: -31219786.000000 Penalty: 4106.872070
	Iteration 155Q: 3 clusters Score -3.121979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 302219 members 
Entering Unmasked Estep 
Score: -31219770.000000 Penalty: 4106.872070
	Iteration 156Q: 3 clusters Score -3.121977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 302232 members 
Entering Unmasked Estep 
Score: -31219786.000000 Penalty: 4106.872070
	Iteration 157Q: 3 clusters Score -3.121979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 302241 members 
Entering Unmasked Estep 
Score: -31219764.000000 Penalty: 4106.872070
	Iteration 158Q: 3 clusters Score -3.121976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 302256 members 
Entering Unmasked Estep 
Score: -31219790.000000 Penalty: 4106.872070
	Iteration 159Q: 3 clusters Score -3.121979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 302265 members 
Entering Unmasked Estep 
Score: -31219778.000000 Penalty: 4106.872070
	Iteration 160F: 3 clusters Score -3.121978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 302274 members 
Entering Unmasked Estep 
Score: -31219790.000000 Penalty: 4106.872070
	Iteration 161Q: 3 clusters Score -3.121979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 302280 members 
Entering Unmasked Estep 
Score: -31219784.000000 Penalty: 4106.872070
	Iteration 162Q: 3 clusters Score -3.121978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 302285 members 
Entering Unmasked Estep 
Score: -31219782.000000 Penalty: 4106.872070
	Iteration 163Q: 3 clusters Score -3.121978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 302291 members 
Entering Unmasked Estep 
Score: -31219776.000000 Penalty: 4106.872070
	Iteration 164Q: 3 clusters Score -3.121978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 302299 members 
Entering Unmasked Estep 
Score: -31219764.000000 Penalty: 4106.872070
	Iteration 165Q: 3 clusters Score -3.121976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 302310 members 
Entering Unmasked Estep 
Score: -31219794.000000 Penalty: 4106.872070
	Iteration 166Q: 3 clusters Score -3.121979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 302317 members 
Entering Unmasked Estep 
Score: -31219794.000000 Penalty: 4106.872070
	Iteration 167Q: 3 clusters Score -3.121979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 302325 members 
Entering Unmasked Estep 
Score: -31219812.000000 Penalty: 4106.872070
	Iteration 168Q: 3 clusters Score -3.121981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 302331 members 
Entering Unmasked Estep 
Score: -31219808.000000 Penalty: 4106.872070
	Iteration 169Q: 3 clusters Score -3.121981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 302339 members 
Entering Unmasked Estep 
Score: -31219816.000000 Penalty: 4106.872070
	Iteration 170Q: 3 clusters Score -3.121982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 302347 members 
Entering Unmasked Estep 
Score: -31219846.000000 Penalty: 4106.872070
	Iteration 171Q: 3 clusters Score -3.121985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 302359 members 
Entering Unmasked Estep 
Score: -31219858.000000 Penalty: 4106.872070
	Iteration 172Q: 3 clusters Score -3.121986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 302374 members 
Entering Unmasked Estep 
Score: -31219840.000000 Penalty: 4106.872070
	Iteration 173Q: 3 clusters Score -3.121984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 302398 members 
Entering Unmasked Estep 
Score: -31219850.000000 Penalty: 4106.872070
	Iteration 174Q: 3 clusters Score -3.121985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 302423 members 
Entering Unmasked Estep 
Score: -31219850.000000 Penalty: 4106.872070
	Iteration 175Q: 3 clusters Score -3.121985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 302448 members 
Entering Unmasked Estep 
Score: -31219852.000000 Penalty: 4106.872070
	Iteration 176Q: 3 clusters Score -3.121985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 302475 members 
Entering Unmasked Estep 
Score: -31219848.000000 Penalty: 4106.872070
	Iteration 177Q: 3 clusters Score -3.121985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 302498 members 
Entering Unmasked Estep 
Score: -31219816.000000 Penalty: 4106.872070
	Iteration 178Q: 3 clusters Score -3.121982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 302520 members 
Entering Unmasked Estep 
Score: -31219808.000000 Penalty: 4106.872070
	Iteration 179Q: 3 clusters Score -3.121981e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 302540 members 
Entering Unmasked Estep 
Score: -31219798.000000 Penalty: 4106.872070
	Iteration 180F: 3 clusters Score -3.12198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 302556 members 
Entering Unmasked Estep 
Score: -31219804.000000 Penalty: 4106.872070
	Iteration 181Q: 3 clusters Score -3.12198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 302567 members 
Entering Unmasked Estep 
Score: -31219796.000000 Penalty: 4106.872070
	Iteration 182Q: 3 clusters Score -3.12198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 302572 members 
Entering Unmasked Estep 
Score: -31219800.000000 Penalty: 4106.872070
	Iteration 183Q: 3 clusters Score -3.12198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 302576 members 
Entering Unmasked Estep 
Score: -31219774.000000 Penalty: 4106.872070
	Iteration 184Q: 3 clusters Score -3.121977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 302578 members 
Entering Unmasked Estep 
Score: -31219780.000000 Penalty: 4106.872070
	Iteration 185Q: 3 clusters Score -3.121978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 302582 members 
Entering Unmasked Estep 
Score: -31219780.000000 Penalty: 4106.872070
	Iteration 186Q: 3 clusters Score -3.121978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 302585 members 
Entering Unmasked Estep 
Score: -31219794.000000 Penalty: 4106.872070
	Iteration 187Q: 3 clusters Score -3.121979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 302586 members 
Entering Unmasked Estep 
Score: -31219786.000000 Penalty: 4106.872070
	Iteration 188Q: 3 clusters Score -3.121979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 302590 members 
Entering Unmasked Estep 
Score: -31219798.000000 Penalty: 4106.872070
	Iteration 189Q: 3 clusters Score -3.12198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 302592 members 
Entering Unmasked Estep 
Score: -31219800.000000 Penalty: 4106.872070
	Iteration 190Q: 3 clusters Score -3.12198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 302594 members 
Entering Unmasked Estep 
Score: -31219782.000000 Penalty: 4106.872070
	Iteration 191Q: 3 clusters Score -3.121978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 302595 members 
Entering Unmasked Estep 
Score: -31219784.000000 Penalty: 4106.872070
	Iteration 192Q: 3 clusters Score -3.121978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 302596 members 
Entering Unmasked Estep 
Score: -31219786.000000 Penalty: 4106.872070
	Iteration 193Q: 3 clusters Score -3.121979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 302597 members 
Entering Unmasked Estep 
Score: -31219790.000000 Penalty: 4106.872070
	Iteration 194Q: 3 clusters Score -3.121979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 302599 members 
Entering Unmasked Estep 
Score: -31219802.000000 Penalty: 4106.872070
	Iteration 195Q: 3 clusters Score -3.12198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 302603 members 
Entering Unmasked Estep 
Score: -31219796.000000 Penalty: 4106.872070
	Iteration 196Q: 3 clusters Score -3.12198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 302606 members 
Entering Unmasked Estep 
Score: -31219798.000000 Penalty: 4106.872070
	Iteration 197Q: 3 clusters Score -3.12198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 302609 members 
Entering Unmasked Estep 
Score: -31219784.000000 Penalty: 4106.872070
	Iteration 198Q: 3 clusters Score -3.121978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 302611 members 
Entering Unmasked Estep 
Score: -31219778.000000 Penalty: 4106.872070
	Iteration 199Q: 3 clusters Score -3.121978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 302613 members 
Entering Unmasked Estep 
Score: -31219794.000000 Penalty: 4106.872070
	Iteration 200F: 3 clusters Score -3.121979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 302613 members 
Entering Unmasked Estep 
Score: -31219782.000000 Penalty: 4106.872070
	Iteration 201Q: 3 clusters Score -3.121978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 302615 members 
Entering Unmasked Estep 
Score: -31219802.000000 Penalty: 4106.872070
	Iteration 202Q: 3 clusters Score -3.12198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 302616 members 
Entering Unmasked Estep 
Score: -31219804.000000 Penalty: 4106.872070
	Iteration 203Q: 3 clusters Score -3.12198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 302616 members 
Entering Unmasked Estep 
Score: -31219804.000000 Penalty: 4106.872070
	Iteration 204F: 3 clusters Score -3.12198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Entering Unmasked Estep 
Score: -960240.000000 Penalty: 1480.889893
	Iteration 0F: 2 clusters Score -960240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -953686.312500 Penalty: 2961.779785
	Iteration 0F: 3 clusters Score -953686.3 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -955754.062500 Penalty: 2961.779785
	Iteration 1F: 3 clusters Score -955754.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -955984.000000 Penalty: 2961.779785
	Iteration 2F: 3 clusters Score -955984 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -956175.687500 Penalty: 2961.779785
	Iteration 3Q: 3 clusters Score -956175.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -956347.000000 Penalty: 2961.779785
	Iteration 4Q: 3 clusters Score -956347 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -956521.812500 Penalty: 2961.779785
	Iteration 5Q: 3 clusters Score -956521.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -956715.625000 Penalty: 2961.779785
	Iteration 6Q: 3 clusters Score -956715.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -956952.062500 Penalty: 2961.779785
	Iteration 7Q: 3 clusters Score -956952.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -957235.125000 Penalty: 2961.779785
	Iteration 8Q: 3 clusters Score -957235.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -957537.125000 Penalty: 2961.779785
	Iteration 9Q: 3 clusters Score -957537.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -957809.687500 Penalty: 2961.779785
	Iteration 10Q: 3 clusters Score -957809.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -958057.000000 Penalty: 2961.779785
	Iteration 11Q: 3 clusters Score -958057 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -958295.562500 Penalty: 2961.779785
	Iteration 12Q: 3 clusters Score -958295.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -958486.250000 Penalty: 2961.779785
	Iteration 13Q: 3 clusters Score -958486.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -958622.500000 Penalty: 2961.779785
	Iteration 14Q: 3 clusters Score -958622.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -958737.437500 Penalty: 2961.779785
	Iteration 15Q: 3 clusters Score -958737.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -958809.875000 Penalty: 2961.779785
	Iteration 16Q: 3 clusters Score -958809.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -958863.937500 Penalty: 2961.779785
	Iteration 17Q: 3 clusters Score -958863.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -958898.750000 Penalty: 2961.779785
	Iteration 18Q: 3 clusters Score -958898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -958920.750000 Penalty: 2961.779785
	Iteration 19Q: 3 clusters Score -958920.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -958946.187500 Penalty: 2961.779785
	Iteration 20F: 3 clusters Score -958946.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -958965.812500 Penalty: 2961.779785
	Iteration 21Q: 3 clusters Score -958965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -958978.250000 Penalty: 2961.779785
	Iteration 22Q: 3 clusters Score -958978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -958988.812500 Penalty: 2961.779785
	Iteration 23Q: 3 clusters Score -958988.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -958998.437500 Penalty: 2961.779785
	Iteration 24Q: 3 clusters Score -958998.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -959000.562500 Penalty: 2961.779785
	Iteration 25Q: 3 clusters Score -959000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -959001.375000 Penalty: 2961.779785
	Iteration 26Q: 3 clusters Score -959001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -959003.687500 Penalty: 2961.779785
	Iteration 27Q: 3 clusters Score -959003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -959004.937500 Penalty: 2961.779785
	Iteration 28Q: 3 clusters Score -959004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -959005.812500 Penalty: 2961.779785
	Iteration 29Q: 3 clusters Score -959005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -959006.562500 Penalty: 2961.779785
	Iteration 30Q: 3 clusters Score -959006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -959010.000000 Penalty: 2961.779785
	Iteration 31Q: 3 clusters Score -959010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -959013.562500 Penalty: 2961.779785
	Iteration 32Q: 3 clusters Score -959013.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -959013.562500 Penalty: 2961.779785
	Iteration 33F: 3 clusters Score -959013.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Entering Unmasked Estep 
Score: -4145320.750000 Penalty: 1722.795898
	Iteration 0F: 2 clusters Score -4145321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4118333.750000 Penalty: 3445.591797
	Iteration 0F: 3 clusters Score -4118334 nChanged 18726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4128747.750000 Penalty: 3445.591797
	Iteration 1F: 3 clusters Score -4128748 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -4129193.000000 Penalty: 3445.591797
	Iteration 2Q: 3 clusters Score -4129193 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -4129750.250000 Penalty: 3445.591797
	Iteration 3Q: 3 clusters Score -4129750 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -4130533.000000 Penalty: 3445.591797
	Iteration 4Q: 3 clusters Score -4130533 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4131722.750000 Penalty: 3445.591797
	Iteration 5F: 3 clusters Score -4131723 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4133505.750000 Penalty: 3445.591797
	Iteration 6F: 3 clusters Score -4133506 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -4135979.000000 Penalty: 3445.591797
	Iteration 7F: 3 clusters Score -4135979 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -4138561.500000 Penalty: 3445.591797
	Iteration 8F: 3 clusters Score -4138562 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4140732.250000 Penalty: 3445.591797
	Iteration 9F: 3 clusters Score -4140732 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4142118.000000 Penalty: 3445.591797
	Iteration 10Q: 3 clusters Score -4142118 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4142884.500000 Penalty: 3445.591797
	Iteration 11Q: 3 clusters Score -4142884 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4143313.250000 Penalty: 3445.591797
	Iteration 12Q: 3 clusters Score -4143313 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4143563.750000 Penalty: 3445.591797
	Iteration 13Q: 3 clusters Score -4143564 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4143735.500000 Penalty: 3445.591797
	Iteration 14Q: 3 clusters Score -4143736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4143853.250000 Penalty: 3445.591797
	Iteration 15Q: 3 clusters Score -4143853 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4143920.750000 Penalty: 3445.591797
	Iteration 16Q: 3 clusters Score -4143921 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4143969.000000 Penalty: 3445.591797
	Iteration 17Q: 3 clusters Score -4143969 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4143989.750000 Penalty: 3445.591797
	Iteration 18Q: 3 clusters Score -4143990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4144011.000000 Penalty: 3445.591797
	Iteration 19Q: 3 clusters Score -4144011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4144033.500000 Penalty: 3445.591797
	Iteration 20F: 3 clusters Score -4144034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4144048.000000 Penalty: 3445.591797
	Iteration 21Q: 3 clusters Score -4144048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4144060.250000 Penalty: 3445.591797
	Iteration 22Q: 3 clusters Score -4144060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4144064.750000 Penalty: 3445.591797
	Iteration 23Q: 3 clusters Score -4144065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4144068.750000 Penalty: 3445.591797
	Iteration 24Q: 3 clusters Score -4144069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4144078.750000 Penalty: 3445.591797
	Iteration 25Q: 3 clusters Score -4144079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4144078.250000 Penalty: 3445.591797
	Iteration 26Q: 3 clusters Score -4144078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4144076.750000 Penalty: 3445.591797
	Iteration 27Q: 3 clusters Score -4144077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4144074.000000 Penalty: 3445.591797
	Iteration 28Q: 3 clusters Score -4144074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4144072.250000 Penalty: 3445.591797
	Iteration 29Q: 3 clusters Score -4144072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4144073.750000 Penalty: 3445.591797
	Iteration 30Q: 3 clusters Score -4144074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4144075.500000 Penalty: 3445.591797
	Iteration 31Q: 3 clusters Score -4144076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4144073.500000 Penalty: 3445.591797
	Iteration 32Q: 3 clusters Score -4144074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4144072.000000 Penalty: 3445.591797
	Iteration 33Q: 3 clusters Score -4144072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4144076.750000 Penalty: 3445.591797
	Iteration 34Q: 3 clusters Score -4144077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4144075.500000 Penalty: 3445.591797
	Iteration 35Q: 3 clusters Score -4144076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4144072.500000 Penalty: 3445.591797
	Iteration 36Q: 3 clusters Score -4144072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4144075.250000 Penalty: 3445.591797
	Iteration 37Q: 3 clusters Score -4144075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4144078.750000 Penalty: 3445.591797
	Iteration 38Q: 3 clusters Score -4144079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4144082.500000 Penalty: 3445.591797
	Iteration 39Q: 3 clusters Score -4144082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4144083.750000 Penalty: 3445.591797
	Iteration 40F: 3 clusters Score -4144084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4144082.000000 Penalty: 3445.591797
	Iteration 41Q: 3 clusters Score -4144082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4144081.250000 Penalty: 3445.591797
	Iteration 42Q: 3 clusters Score -4144081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4144081.250000 Penalty: 3445.591797
	Iteration 43F: 3 clusters Score -4144081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -686161.500000 Penalty: 1442.074951
	Iteration 0F: 2 clusters Score -686161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -680811.125000 Penalty: 2884.149902
	Iteration 0F: 3 clusters Score -680811.1 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -682484.625000 Penalty: 2884.149902
	Iteration 1F: 3 clusters Score -682484.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -682699.000000 Penalty: 2884.149902
	Iteration 2F: 3 clusters Score -682699 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -682874.500000 Penalty: 2884.149902
	Iteration 3F: 3 clusters Score -682874.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -683036.437500 Penalty: 2884.149902
	Iteration 4Q: 3 clusters Score -683036.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -683207.125000 Penalty: 2884.149902
	Iteration 5Q: 3 clusters Score -683207.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -683414.437500 Penalty: 2884.149902
	Iteration 6Q: 3 clusters Score -683414.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -683662.875000 Penalty: 2884.149902
	Iteration 7Q: 3 clusters Score -683662.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -684001.062500 Penalty: 2884.149902
	Iteration 8F: 3 clusters Score -684001.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -684431.750000 Penalty: 2884.149902
	Iteration 9F: 3 clusters Score -684431.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -684913.437500 Penalty: 2884.149902
	Iteration 10F: 3 clusters Score -684913.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -685355.000000 Penalty: 2884.149902
	Iteration 11F: 3 clusters Score -685355 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -685722.750000 Penalty: 2884.149902
	Iteration 12F: 3 clusters Score -685722.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -685973.125000 Penalty: 2884.149902
	Iteration 13Q: 3 clusters Score -685973.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -686128.500000 Penalty: 2884.149902
	Iteration 14Q: 3 clusters Score -686128.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -686213.562500 Penalty: 2884.149902
	Iteration 15Q: 3 clusters Score -686213.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -686273.250000 Penalty: 2884.149902
	Iteration 16Q: 3 clusters Score -686273.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -686318.812500 Penalty: 2884.149902
	Iteration 17Q: 3 clusters Score -686318.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -686347.375000 Penalty: 2884.149902
	Iteration 18Q: 3 clusters Score -686347.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -686364.125000 Penalty: 2884.149902
	Iteration 19Q: 3 clusters Score -686364.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -686371.562500 Penalty: 2884.149902
	Iteration 20F: 3 clusters Score -686371.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -686381.000000 Penalty: 2884.149902
	Iteration 21Q: 3 clusters Score -686381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -686382.937500 Penalty: 2884.149902
	Iteration 22Q: 3 clusters Score -686382.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -686385.062500 Penalty: 2884.149902
	Iteration 23Q: 3 clusters Score -686385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -686387.625000 Penalty: 2884.149902
	Iteration 24Q: 3 clusters Score -686387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -686387.062500 Penalty: 2884.149902
	Iteration 25Q: 3 clusters Score -686387.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -686387.125000 Penalty: 2884.149902
	Iteration 26Q: 3 clusters Score -686387.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -686388.812500 Penalty: 2884.149902
	Iteration 27Q: 3 clusters Score -686388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -686388.812500 Penalty: 2884.149902
	Iteration 28F: 3 clusters Score -686388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 81824 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 307592 members 
Mstep: Class 6 contains 9074 members 
Mstep: Class 9 contains 40208 members 
Mstep: Class 10 contains 6615 members 
Mstep: Class 12 contains 66434 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 319856 members 
Mstep: Class 15 contains 2874 members 
Mstep: Class 16 contains 27446 members 
Mstep: Class 18 contains 44746 members 
Mstep: Class 19 contains 29831 members 
Entering Unmasked Estep 
Score: -94127848.000000 Penalty: 31291.560547
Splitting cluster 10 changes total score from -94128600.000000 to -94127848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (66434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Entering Unmasked Estep 
Score: -6861960.000000 Penalty: 1804.394165
	Iteration 0F: 2 clusters Score -6861960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -6817626.500000 Penalty: 3608.788330
	Iteration 0F: 3 clusters Score -6817626 nChanged 31568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -6835168.500000 Penalty: 3608.788330
	Iteration 1F: 3 clusters Score -6835168 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -6835703.500000 Penalty: 3608.788330
	Iteration 2Q: 3 clusters Score -6835704 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -6836330.500000 Penalty: 3608.788330
	Iteration 3Q: 3 clusters Score -6836330 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -6837150.000000 Penalty: 3608.788330
	Iteration 4Q: 3 clusters Score -6837150 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -6838248.000000 Penalty: 3608.788330
	Iteration 5Q: 3 clusters Score -6838248 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -6839635.500000 Penalty: 3608.788330
	Iteration 6Q: 3 clusters Score -6839636 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -6841446.500000 Penalty: 3608.788330
	Iteration 7F: 3 clusters Score -6841446 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -6843817.000000 Penalty: 3608.788330
	Iteration 8F: 3 clusters Score -6843817 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -6846863.500000 Penalty: 3608.788330
	Iteration 9F: 3 clusters Score -6846864 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -6849919.500000 Penalty: 3608.788330
	Iteration 10F: 3 clusters Score -6849920 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -6851816.500000 Penalty: 3608.788330
	Iteration 11Q: 3 clusters Score -6851816 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -6852685.000000 Penalty: 3608.788330
	Iteration 12Q: 3 clusters Score -6852685 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -6853216.500000 Penalty: 3608.788330
	Iteration 13Q: 3 clusters Score -6853216 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -6853601.000000 Penalty: 3608.788330
	Iteration 14Q: 3 clusters Score -6853601 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -6854014.000000 Penalty: 3608.788330
	Iteration 15Q: 3 clusters Score -6854014 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6854432.000000 Penalty: 3608.788330
	Iteration 16Q: 3 clusters Score -6854432 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -6854877.000000 Penalty: 3608.788330
	Iteration 17Q: 3 clusters Score -6854877 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -6855267.000000 Penalty: 3608.788330
	Iteration 18Q: 3 clusters Score -6855267 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -6855663.500000 Penalty: 3608.788330
	Iteration 19Q: 3 clusters Score -6855664 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -6856099.000000 Penalty: 3608.788330
	Iteration 20F: 3 clusters Score -6856099 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -6856605.000000 Penalty: 3608.788330
	Iteration 21Q: 3 clusters Score -6856605 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -6857029.500000 Penalty: 3608.788330
	Iteration 22Q: 3 clusters Score -6857030 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -6857494.000000 Penalty: 3608.788330
	Iteration 23Q: 3 clusters Score -6857494 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -6857931.000000 Penalty: 3608.788330
	Iteration 24Q: 3 clusters Score -6857931 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -6858269.500000 Penalty: 3608.788330
	Iteration 25Q: 3 clusters Score -6858270 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -6858618.500000 Penalty: 3608.788330
	Iteration 26Q: 3 clusters Score -6858618 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -6858918.500000 Penalty: 3608.788330
	Iteration 27Q: 3 clusters Score -6858918 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -6859207.500000 Penalty: 3608.788330
	Iteration 28Q: 3 clusters Score -6859208 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -6859417.000000 Penalty: 3608.788330
	Iteration 29Q: 3 clusters Score -6859417 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -6859587.000000 Penalty: 3608.788330
	Iteration 30Q: 3 clusters Score -6859587 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -6859747.000000 Penalty: 3608.788330
	Iteration 31Q: 3 clusters Score -6859747 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -6859927.500000 Penalty: 3608.788330
	Iteration 32Q: 3 clusters Score -6859928 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -6860055.000000 Penalty: 3608.788330
	Iteration 33Q: 3 clusters Score -6860055 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -6860142.500000 Penalty: 3608.788330
	Iteration 34Q: 3 clusters Score -6860142 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -6860216.000000 Penalty: 3608.788330
	Iteration 35Q: 3 clusters Score -6860216 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -6860242.500000 Penalty: 3608.788330
	Iteration 36Q: 3 clusters Score -6860242 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -6860317.000000 Penalty: 3608.788330
	Iteration 37Q: 3 clusters Score -6860317 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -6860360.500000 Penalty: 3608.788330
	Iteration 38Q: 3 clusters Score -6860360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -6860396.000000 Penalty: 3608.788330
	Iteration 39Q: 3 clusters Score -6860396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -6860426.500000 Penalty: 3608.788330
	Iteration 40F: 3 clusters Score -6860426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -6860459.000000 Penalty: 3608.788330
	Iteration 41Q: 3 clusters Score -6860459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -6860487.000000 Penalty: 3608.788330
	Iteration 42Q: 3 clusters Score -6860487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -6860516.500000 Penalty: 3608.788330
	Iteration 43Q: 3 clusters Score -6860516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -6860545.500000 Penalty: 3608.788330
	Iteration 44Q: 3 clusters Score -6860546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -6860560.000000 Penalty: 3608.788330
	Iteration 45Q: 3 clusters Score -6860560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -6860577.000000 Penalty: 3608.788330
	Iteration 46Q: 3 clusters Score -6860577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -6860581.000000 Penalty: 3608.788330
	Iteration 47Q: 3 clusters Score -6860581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -6860592.000000 Penalty: 3608.788330
	Iteration 48Q: 3 clusters Score -6860592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -6860606.000000 Penalty: 3608.788330
	Iteration 49Q: 3 clusters Score -6860606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -6860602.000000 Penalty: 3608.788330
	Iteration 50Q: 3 clusters Score -6860602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -6860613.000000 Penalty: 3608.788330
	Iteration 51Q: 3 clusters Score -6860613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -6860614.500000 Penalty: 3608.788330
	Iteration 52Q: 3 clusters Score -6860614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -6860625.000000 Penalty: 3608.788330
	Iteration 53Q: 3 clusters Score -6860625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -6860626.500000 Penalty: 3608.788330
	Iteration 54Q: 3 clusters Score -6860626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -6860636.000000 Penalty: 3608.788330
	Iteration 55Q: 3 clusters Score -6860636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -6860643.000000 Penalty: 3608.788330
	Iteration 56Q: 3 clusters Score -6860643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -6860644.500000 Penalty: 3608.788330
	Iteration 57Q: 3 clusters Score -6860644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -6860652.500000 Penalty: 3608.788330
	Iteration 58Q: 3 clusters Score -6860652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -6860650.500000 Penalty: 3608.788330
	Iteration 59Q: 3 clusters Score -6860650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -6860649.500000 Penalty: 3608.788330
	Iteration 60F: 3 clusters Score -6860650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -6860647.500000 Penalty: 3608.788330
	Iteration 61Q: 3 clusters Score -6860648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -6860651.000000 Penalty: 3608.788330
	Iteration 62Q: 3 clusters Score -6860651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -6860656.000000 Penalty: 3608.788330
	Iteration 63Q: 3 clusters Score -6860656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -6860656.500000 Penalty: 3608.788330
	Iteration 64Q: 3 clusters Score -6860656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -6860658.500000 Penalty: 3608.788330
	Iteration 65Q: 3 clusters Score -6860658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -6860663.500000 Penalty: 3608.788330
	Iteration 66Q: 3 clusters Score -6860664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -6860668.000000 Penalty: 3608.788330
	Iteration 67Q: 3 clusters Score -6860668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -6860663.500000 Penalty: 3608.788330
	Iteration 68Q: 3 clusters Score -6860664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -6860663.000000 Penalty: 3608.788330
	Iteration 69Q: 3 clusters Score -6860663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -6860663.000000 Penalty: 3608.788330
	Iteration 70F: 3 clusters Score -6860663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -180187.187500 Penalty: 1213.818848
	Iteration 0F: 2 clusters Score -180187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -178266.750000 Penalty: 2427.637695
	Iteration 0F: 3 clusters Score -178266.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -178646.718750 Penalty: 2427.637695
	Iteration 1F: 3 clusters Score -178646.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -178742.593750 Penalty: 2427.637695
	Iteration 2F: 3 clusters Score -178742.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -178782.953125 Penalty: 2427.637695
	Iteration 3Q: 3 clusters Score -178783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -178813.015625 Penalty: 2427.637695
	Iteration 4Q: 3 clusters Score -178813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -178832.484375 Penalty: 2427.637695
	Iteration 5Q: 3 clusters Score -178832.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -178853.640625 Penalty: 2427.637695
	Iteration 6Q: 3 clusters Score -178853.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -178860.578125 Penalty: 2427.637695
	Iteration 7Q: 3 clusters Score -178860.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -178865.828125 Penalty: 2427.637695
	Iteration 8Q: 3 clusters Score -178865.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -178868.984375 Penalty: 2427.637695
	Iteration 9Q: 3 clusters Score -178869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -178871.156250 Penalty: 2427.637695
	Iteration 10Q: 3 clusters Score -178871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -178872.125000 Penalty: 2427.637695
	Iteration 11Q: 3 clusters Score -178872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -178874.859375 Penalty: 2427.637695
	Iteration 12Q: 3 clusters Score -178874.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -178877.750000 Penalty: 2427.637695
	Iteration 13Q: 3 clusters Score -178877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178879.218750 Penalty: 2427.637695
	Iteration 14Q: 3 clusters Score -178879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -178880.875000 Penalty: 2427.637695
	Iteration 15Q: 3 clusters Score -178880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -178881.531250 Penalty: 2427.637695
	Iteration 16Q: 3 clusters Score -178881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -178882.125000 Penalty: 2427.637695
	Iteration 17Q: 3 clusters Score -178882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -178882.578125 Penalty: 2427.637695
	Iteration 18Q: 3 clusters Score -178882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178883.218750 Penalty: 2427.637695
	Iteration 19Q: 3 clusters Score -178883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178883.703125 Penalty: 2427.637695
	Iteration 20F: 3 clusters Score -178883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178884.468750 Penalty: 2427.637695
	Iteration 21Q: 3 clusters Score -178884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178884.468750 Penalty: 2427.637695
	Iteration 22F: 3 clusters Score -178884.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (319856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319856 members 
Entering Unmasked Estep 
Score: -32574476.000000 Penalty: 2059.789307
	Iteration 0F: 2 clusters Score -3.257448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160101 members 
Mstep: Class 2 contains 159755 members 
Entering Unmasked Estep 
Score: -32370628.000000 Penalty: 4119.578613
	Iteration 0F: 3 clusters Score -3.237063e+07 nChanged 155961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161930 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -32464076.000000 Penalty: 4119.578613
	Iteration 1F: 3 clusters Score -3.246408e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 156286 members 
Entering Unmasked Estep 
Score: -32465520.000000 Penalty: 4119.578613
	Iteration 2Q: 3 clusters Score -3.246552e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166398 members 
Mstep: Class 2 contains 153458 members 
Entering Unmasked Estep 
Score: -32466740.000000 Penalty: 4119.578613
	Iteration 3Q: 3 clusters Score -3.246674e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 148914 members 
Entering Unmasked Estep 
Score: -32469238.000000 Penalty: 4119.578613
	Iteration 4Q: 3 clusters Score -3.246924e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178369 members 
Mstep: Class 2 contains 141487 members 
Entering Unmasked Estep 
Score: -32473160.000000 Penalty: 4119.578613
	Iteration 5Q: 3 clusters Score -3.247316e+07 nChanged 14298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189559 members 
Mstep: Class 2 contains 130297 members 
Entering Unmasked Estep 
Score: -32479632.000000 Penalty: 4119.578613
	Iteration 6Q: 3 clusters Score -3.247963e+07 nChanged 18374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205203 members 
Mstep: Class 2 contains 114653 members 
Entering Unmasked Estep 
Score: -32490492.000000 Penalty: 4119.578613
	Iteration 7F: 3 clusters Score -3.249049e+07 nChanged 21944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224595 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -32506746.000000 Penalty: 4119.578613
	Iteration 8F: 3 clusters Score -3.250675e+07 nChanged 22560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244485 members 
Mstep: Class 2 contains 75371 members 
Entering Unmasked Estep 
Score: -32524716.000000 Penalty: 4119.578613
	Iteration 9F: 3 clusters Score -3.252472e+07 nChanged 19287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260908 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -32540004.000000 Penalty: 4119.578613
	Iteration 10F: 3 clusters Score -3.254e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272696 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -32549708.000000 Penalty: 4119.578613
	Iteration 11Q: 3 clusters Score -3.254971e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281282 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -32557228.000000 Penalty: 4119.578613
	Iteration 12Q: 3 clusters Score -3.255723e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288643 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -32563222.000000 Penalty: 4119.578613
	Iteration 13Q: 3 clusters Score -3.256322e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294859 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -32566878.000000 Penalty: 4119.578613
	Iteration 14Q: 3 clusters Score -3.256688e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300133 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -32569850.000000 Penalty: 4119.578613
	Iteration 15Q: 3 clusters Score -3.256985e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304391 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -32571844.000000 Penalty: 4119.578613
	Iteration 16Q: 3 clusters Score -3.257184e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307835 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -32573170.000000 Penalty: 4119.578613
	Iteration 17Q: 3 clusters Score -3.257317e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310561 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -32573864.000000 Penalty: 4119.578613
	Iteration 18Q: 3 clusters Score -3.257386e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312559 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -32574142.000000 Penalty: 4119.578613
	Iteration 19Q: 3 clusters Score -3.257414e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314059 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -32574166.000000 Penalty: 4119.578613
	Iteration 20F: 3 clusters Score -3.257417e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315182 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -32573992.000000 Penalty: 4119.578613
	Iteration 21Q: 3 clusters Score -3.257399e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315987 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -32573776.000000 Penalty: 4119.578613
	Iteration 22Q: 3 clusters Score -3.257378e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316554 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -32573816.000000 Penalty: 4119.578613
	Iteration 23Q: 3 clusters Score -3.257382e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316965 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -32573744.000000 Penalty: 4119.578613
	Iteration 24Q: 3 clusters Score -3.257374e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317253 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -32573676.000000 Penalty: 4119.578613
	Iteration 25Q: 3 clusters Score -3.257368e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317485 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -32573666.000000 Penalty: 4119.578613
	Iteration 26Q: 3 clusters Score -3.257367e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317677 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -32573642.000000 Penalty: 4119.578613
	Iteration 27Q: 3 clusters Score -3.257364e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317827 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -32573572.000000 Penalty: 4119.578613
	Iteration 28Q: 3 clusters Score -3.257357e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317950 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -32573604.000000 Penalty: 4119.578613
	Iteration 29Q: 3 clusters Score -3.25736e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318047 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -32573562.000000 Penalty: 4119.578613
	Iteration 30Q: 3 clusters Score -3.257356e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318124 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -32573586.000000 Penalty: 4119.578613
	Iteration 31Q: 3 clusters Score -3.257359e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318200 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -32573556.000000 Penalty: 4119.578613
	Iteration 32Q: 3 clusters Score -3.257356e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318273 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -32573548.000000 Penalty: 4119.578613
	Iteration 33Q: 3 clusters Score -3.257355e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318327 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -32573544.000000 Penalty: 4119.578613
	Iteration 34Q: 3 clusters Score -3.257354e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318377 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -32573520.000000 Penalty: 4119.578613
	Iteration 35Q: 3 clusters Score -3.257352e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318421 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -32573512.000000 Penalty: 4119.578613
	Iteration 36Q: 3 clusters Score -3.257351e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318458 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -32573506.000000 Penalty: 4119.578613
	Iteration 37Q: 3 clusters Score -3.257351e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318485 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -32573494.000000 Penalty: 4119.578613
	Iteration 38Q: 3 clusters Score -3.257349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318498 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -32573496.000000 Penalty: 4119.578613
	Iteration 39Q: 3 clusters Score -3.25735e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318510 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -32573490.000000 Penalty: 4119.578613
	Iteration 40F: 3 clusters Score -3.257349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318519 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -32573466.000000 Penalty: 4119.578613
	Iteration 41Q: 3 clusters Score -3.257347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318524 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -32573488.000000 Penalty: 4119.578613
	Iteration 42Q: 3 clusters Score -3.257349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318527 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -32573492.000000 Penalty: 4119.578613
	Iteration 43Q: 3 clusters Score -3.257349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318525 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -32573498.000000 Penalty: 4119.578613
	Iteration 44Q: 3 clusters Score -3.25735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318525 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -32573502.000000 Penalty: 4119.578613
	Iteration 45Q: 3 clusters Score -3.25735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318528 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -32573506.000000 Penalty: 4119.578613
	Iteration 46Q: 3 clusters Score -3.257351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318533 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -32573496.000000 Penalty: 4119.578613
	Iteration 47Q: 3 clusters Score -3.25735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318535 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -32573490.000000 Penalty: 4119.578613
	Iteration 48Q: 3 clusters Score -3.257349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318537 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -32573474.000000 Penalty: 4119.578613
	Iteration 49Q: 3 clusters Score -3.257347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318541 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -32573472.000000 Penalty: 4119.578613
	Iteration 50Q: 3 clusters Score -3.257347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318548 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -32573492.000000 Penalty: 4119.578613
	Iteration 51Q: 3 clusters Score -3.257349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318551 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -32573518.000000 Penalty: 4119.578613
	Iteration 52Q: 3 clusters Score -3.257352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318552 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -32573514.000000 Penalty: 4119.578613
	Iteration 53Q: 3 clusters Score -3.257351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318558 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -32573532.000000 Penalty: 4119.578613
	Iteration 54Q: 3 clusters Score -3.257353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318562 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -32573540.000000 Penalty: 4119.578613
	Iteration 55Q: 3 clusters Score -3.257354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318565 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -32573520.000000 Penalty: 4119.578613
	Iteration 56Q: 3 clusters Score -3.257352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318572 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -32573504.000000 Penalty: 4119.578613
	Iteration 57Q: 3 clusters Score -3.25735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318576 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -32573506.000000 Penalty: 4119.578613
	Iteration 58Q: 3 clusters Score -3.257351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318578 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -32573486.000000 Penalty: 4119.578613
	Iteration 59Q: 3 clusters Score -3.257349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318580 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -32573490.000000 Penalty: 4119.578613
	Iteration 60F: 3 clusters Score -3.257349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318583 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -32573476.000000 Penalty: 4119.578613
	Iteration 61Q: 3 clusters Score -3.257348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318584 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -32573484.000000 Penalty: 4119.578613
	Iteration 62Q: 3 clusters Score -3.257348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318583 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -32573490.000000 Penalty: 4119.578613
	Iteration 63Q: 3 clusters Score -3.257349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318583 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -32573490.000000 Penalty: 4119.578613
	Iteration 64F: 3 clusters Score -3.257349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -272310.437500 Penalty: 1294.062256
	Iteration 0F: 2 clusters Score -272310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -269721.187500 Penalty: 2588.124512
	Iteration 0F: 3 clusters Score -269721.2 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -270442.031250 Penalty: 2588.124512
	Iteration 1F: 3 clusters Score -270442 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -270631.031250 Penalty: 2588.124512
	Iteration 2F: 3 clusters Score -270631 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -270771.968750 Penalty: 2588.124512
	Iteration 3F: 3 clusters Score -270772 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -270919.593750 Penalty: 2588.124512
	Iteration 4F: 3 clusters Score -270919.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -271105.343750 Penalty: 2588.124512
	Iteration 5Q: 3 clusters Score -271105.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -271357.625000 Penalty: 2588.124512
	Iteration 6F: 3 clusters Score -271357.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -271619.218750 Penalty: 2588.124512
	Iteration 7F: 3 clusters Score -271619.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -271788.843750 Penalty: 2588.124512
	Iteration 8F: 3 clusters Score -271788.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -271903.281250 Penalty: 2588.124512
	Iteration 9Q: 3 clusters Score -271903.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -271981.687500 Penalty: 2588.124512
	Iteration 10Q: 3 clusters Score -271981.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -272022.093750 Penalty: 2588.124512
	Iteration 11Q: 3 clusters Score -272022.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -272047.468750 Penalty: 2588.124512
	Iteration 12Q: 3 clusters Score -272047.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -272070.437500 Penalty: 2588.124512
	Iteration 13Q: 3 clusters Score -272070.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -272087.187500 Penalty: 2588.124512
	Iteration 14Q: 3 clusters Score -272087.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -272099.125000 Penalty: 2588.124512
	Iteration 15Q: 3 clusters Score -272099.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -272107.312500 Penalty: 2588.124512
	Iteration 16Q: 3 clusters Score -272107.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -272121.500000 Penalty: 2588.124512
	Iteration 17Q: 3 clusters Score -272121.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -272140.468750 Penalty: 2588.124512
	Iteration 18Q: 3 clusters Score -272140.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -272161.250000 Penalty: 2588.124512
	Iteration 19Q: 3 clusters Score -272161.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -272181.281250 Penalty: 2588.124512
	Iteration 20F: 3 clusters Score -272181.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -272202.406250 Penalty: 2588.124512
	Iteration 21Q: 3 clusters Score -272202.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -272218.062500 Penalty: 2588.124512
	Iteration 22Q: 3 clusters Score -272218.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -272232.593750 Penalty: 2588.124512
	Iteration 23Q: 3 clusters Score -272232.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -272242.843750 Penalty: 2588.124512
	Iteration 24Q: 3 clusters Score -272242.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -272252.156250 Penalty: 2588.124512
	Iteration 25Q: 3 clusters Score -272252.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -272259.687500 Penalty: 2588.124512
	Iteration 26Q: 3 clusters Score -272259.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -272269.843750 Penalty: 2588.124512
	Iteration 27Q: 3 clusters Score -272269.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -272276.750000 Penalty: 2588.124512
	Iteration 28Q: 3 clusters Score -272276.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -272290.312500 Penalty: 2588.124512
	Iteration 29Q: 3 clusters Score -272290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -272304.500000 Penalty: 2588.124512
	Iteration 30Q: 3 clusters Score -272304.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -272321.062500 Penalty: 2588.124512
	Iteration 31Q: 3 clusters Score -272321.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -272329.562500 Penalty: 2588.124512
	Iteration 32Q: 3 clusters Score -272329.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -272340.906250 Penalty: 2588.124512
	Iteration 33Q: 3 clusters Score -272340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -272346.312500 Penalty: 2588.124512
	Iteration 34Q: 3 clusters Score -272346.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -272351.875000 Penalty: 2588.124512
	Iteration 35Q: 3 clusters Score -272351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -272352.718750 Penalty: 2588.124512
	Iteration 36Q: 3 clusters Score -272352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -272353.687500 Penalty: 2588.124512
	Iteration 37Q: 3 clusters Score -272353.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -272353.687500 Penalty: 2588.124512
	Iteration 38F: 3 clusters Score -272353.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 81824 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 307592 members 
Mstep: Class 6 contains 9074 members 
Mstep: Class 9 contains 40208 members 
Mstep: Class 10 contains 7146 members 
Mstep: Class 12 contains 66434 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 319856 members 
Mstep: Class 15 contains 2629 members 
Mstep: Class 16 contains 27446 members 
Mstep: Class 18 contains 44746 members 
Mstep: Class 19 contains 29831 members 
Entering Unmasked Estep 
Score: -94127760.000000 Penalty: 31291.560547
Splitting cluster 15 changes total score from -94128600.000000 to -94127760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (27446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Entering Unmasked Estep 
Score: -2831579.000000 Penalty: 1660.745972
	Iteration 0F: 2 clusters Score -2831579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2812979.500000 Penalty: 3321.491943
	Iteration 0F: 3 clusters Score -2812980 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2820249.500000 Penalty: 3321.491943
	Iteration 1F: 3 clusters Score -2820250 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2820963.500000 Penalty: 3321.491943
	Iteration 2F: 3 clusters Score -2820964 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2821768.000000 Penalty: 3321.491943
	Iteration 3F: 3 clusters Score -2821768 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2822630.250000 Penalty: 3321.491943
	Iteration 4F: 3 clusters Score -2822630 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2823482.500000 Penalty: 3321.491943
	Iteration 5F: 3 clusters Score -2823482 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2824398.750000 Penalty: 3321.491943
	Iteration 6F: 3 clusters Score -2824399 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2825391.000000 Penalty: 3321.491943
	Iteration 7F: 3 clusters Score -2825391 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2826267.250000 Penalty: 3321.491943
	Iteration 8F: 3 clusters Score -2826267 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2826892.250000 Penalty: 3321.491943
	Iteration 9Q: 3 clusters Score -2826892 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2827245.500000 Penalty: 3321.491943
	Iteration 10Q: 3 clusters Score -2827246 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2827384.750000 Penalty: 3321.491943
	Iteration 11Q: 3 clusters Score -2827385 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2827482.500000 Penalty: 3321.491943
	Iteration 12Q: 3 clusters Score -2827482 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2827549.750000 Penalty: 3321.491943
	Iteration 13Q: 3 clusters Score -2827550 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2827595.000000 Penalty: 3321.491943
	Iteration 14Q: 3 clusters Score -2827595 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2827658.000000 Penalty: 3321.491943
	Iteration 15Q: 3 clusters Score -2827658 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2827705.500000 Penalty: 3321.491943
	Iteration 16Q: 3 clusters Score -2827706 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2827754.750000 Penalty: 3321.491943
	Iteration 17Q: 3 clusters Score -2827755 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2827776.750000 Penalty: 3321.491943
	Iteration 18Q: 3 clusters Score -2827777 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2827801.000000 Penalty: 3321.491943
	Iteration 19Q: 3 clusters Score -2827801 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2827842.250000 Penalty: 3321.491943
	Iteration 20F: 3 clusters Score -2827842 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2827887.750000 Penalty: 3321.491943
	Iteration 21Q: 3 clusters Score -2827888 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2827915.500000 Penalty: 3321.491943
	Iteration 22Q: 3 clusters Score -2827916 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2827935.500000 Penalty: 3321.491943
	Iteration 23Q: 3 clusters Score -2827936 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2827955.000000 Penalty: 3321.491943
	Iteration 24Q: 3 clusters Score -2827955 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2827970.500000 Penalty: 3321.491943
	Iteration 25Q: 3 clusters Score -2827970 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2827995.000000 Penalty: 3321.491943
	Iteration 26Q: 3 clusters Score -2827995 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2828004.500000 Penalty: 3321.491943
	Iteration 27Q: 3 clusters Score -2828004 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2828009.750000 Penalty: 3321.491943
	Iteration 28Q: 3 clusters Score -2828010 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2828017.000000 Penalty: 3321.491943
	Iteration 29Q: 3 clusters Score -2828017 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2828021.500000 Penalty: 3321.491943
	Iteration 30Q: 3 clusters Score -2828022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2828029.500000 Penalty: 3321.491943
	Iteration 31Q: 3 clusters Score -2828030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2828040.500000 Penalty: 3321.491943
	Iteration 32Q: 3 clusters Score -2828040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2828037.250000 Penalty: 3321.491943
	Iteration 33Q: 3 clusters Score -2828037 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2828052.000000 Penalty: 3321.491943
	Iteration 34Q: 3 clusters Score -2828052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2828061.750000 Penalty: 3321.491943
	Iteration 35Q: 3 clusters Score -2828062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2828078.250000 Penalty: 3321.491943
	Iteration 36Q: 3 clusters Score -2828078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2828086.500000 Penalty: 3321.491943
	Iteration 37Q: 3 clusters Score -2828086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2828084.000000 Penalty: 3321.491943
	Iteration 38Q: 3 clusters Score -2828084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2828084.250000 Penalty: 3321.491943
	Iteration 39Q: 3 clusters Score -2828084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2828083.750000 Penalty: 3321.491943
	Iteration 40F: 3 clusters Score -2828084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2828086.500000 Penalty: 3321.491943
	Iteration 41Q: 3 clusters Score -2828086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2828093.500000 Penalty: 3321.491943
	Iteration 42Q: 3 clusters Score -2828094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2828104.000000 Penalty: 3321.491943
	Iteration 43Q: 3 clusters Score -2828104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2828111.750000 Penalty: 3321.491943
	Iteration 44Q: 3 clusters Score -2828112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2828109.750000 Penalty: 3321.491943
	Iteration 45Q: 3 clusters Score -2828110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2828111.500000 Penalty: 3321.491943
	Iteration 46Q: 3 clusters Score -2828112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2828108.250000 Penalty: 3321.491943
	Iteration 47Q: 3 clusters Score -2828108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2828111.250000 Penalty: 3321.491943
	Iteration 48Q: 3 clusters Score -2828111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2828113.750000 Penalty: 3321.491943
	Iteration 49Q: 3 clusters Score -2828114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2828113.000000 Penalty: 3321.491943
	Iteration 50Q: 3 clusters Score -2828113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2828109.000000 Penalty: 3321.491943
	Iteration 51Q: 3 clusters Score -2828109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2828104.500000 Penalty: 3321.491943
	Iteration 52Q: 3 clusters Score -2828104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2828115.500000 Penalty: 3321.491943
	Iteration 53Q: 3 clusters Score -2828116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2828116.750000 Penalty: 3321.491943
	Iteration 54Q: 3 clusters Score -2828117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2828118.750000 Penalty: 3321.491943
	Iteration 55Q: 3 clusters Score -2828119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2828108.250000 Penalty: 3321.491943
	Iteration 56Q: 3 clusters Score -2828108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2828113.000000 Penalty: 3321.491943
	Iteration 57Q: 3 clusters Score -2828113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2828113.250000 Penalty: 3321.491943
	Iteration 58Q: 3 clusters Score -2828113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2828115.500000 Penalty: 3321.491943
	Iteration 59Q: 3 clusters Score -2828116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2828115.250000 Penalty: 3321.491943
	Iteration 60F: 3 clusters Score -2828115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2828114.250000 Penalty: 3321.491943
	Iteration 61Q: 3 clusters Score -2828114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2828109.250000 Penalty: 3321.491943
	Iteration 62Q: 3 clusters Score -2828109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2828115.250000 Penalty: 3321.491943
	Iteration 63Q: 3 clusters Score -2828115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2828115.000000 Penalty: 3321.491943
	Iteration 64Q: 3 clusters Score -2828115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2828115.500000 Penalty: 3321.491943
	Iteration 65Q: 3 clusters Score -2828116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2828119.250000 Penalty: 3321.491943
	Iteration 66Q: 3 clusters Score -2828119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2828120.250000 Penalty: 3321.491943
	Iteration 67Q: 3 clusters Score -2828120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2828125.000000 Penalty: 3321.491943
	Iteration 68Q: 3 clusters Score -2828125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2828131.250000 Penalty: 3321.491943
	Iteration 69Q: 3 clusters Score -2828131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2828129.250000 Penalty: 3321.491943
	Iteration 70Q: 3 clusters Score -2828129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2828131 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2828139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2828134.000000 Penalty: 3321.491943
	Iteration 73Q: 3 clusters Score -2828134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2828138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2828136.750000 Penalty: 3321.491943
	Iteration 75Q: 3 clusters Score -2828137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2828152.750000 Penalty: 3321.491943
	Iteration 76Q: 3 clusters Score -2828153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2828154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2828150.750000 Penalty: 3321.491943
	Iteration 78Q: 3 clusters Score -2828151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2828166.000000 Penalty: 3321.491943
	Iteration 79Q: 3 clusters Score -2828166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2828171.750000 Penalty: 3321.491943
	Iteration 80F: 3 clusters Score -2828172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2828172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2828167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2828168.750000 Penalty: 3321.491943
	Iteration 83Q: 3 clusters Score -2828169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2828168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2828168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2828170.500000 Penalty: 3321.491943
	Iteration 86Q: 3 clusters Score -2828170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2828173.750000 Penalty: 3321.491943
	Iteration 87Q: 3 clusters Score -2828174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2828171.750000 Penalty: 3321.491943
	Iteration 88Q: 3 clusters Score -2828172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2828171.500000 Penalty: 3321.491943
	Iteration 89Q: 3 clusters Score -2828172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2828173.750000 Penalty: 3321.491943
	Iteration 90Q: 3 clusters Score -2828174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2828172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2828182.500000 Penalty: 3321.491943
	Iteration 92Q: 3 clusters Score -2828182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2828187.000000 Penalty: 3321.491943
	Iteration 93Q: 3 clusters Score -2828187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2828183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2828178.000000 Penalty: 3321.491943
	Iteration 95Q: 3 clusters Score -2828178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2828167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2828169.750000 Penalty: 3321.491943
	Iteration 97Q: 3 clusters Score -2828170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2828181.250000 Penalty: 3321.491943
	Iteration 98Q: 3 clusters Score -2828181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2828172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2828176.250000 Penalty: 3321.491943
	Iteration 100F: 3 clusters Score -2828176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2828178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2828171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2828178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2828181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2828198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2828204.500000 Penalty: 3321.491943
	Iteration 106Q: 3 clusters Score -2828204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2828208.000000 Penalty: 3321.491943
	Iteration 107Q: 3 clusters Score -2828208 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2828225.250000 Penalty: 3321.491943
	Iteration 108Q: 3 clusters Score -2828225 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2828226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2828245.000000 Penalty: 3321.491943
	Iteration 110Q: 3 clusters Score -2828245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2828252 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2828256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2828262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2828281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2828294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2828301.500000 Penalty: 3321.491943
	Iteration 116Q: 3 clusters Score -2828302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2828304 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2828311.500000 Penalty: 3321.491943
	Iteration 118Q: 3 clusters Score -2828312 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2828321.250000 Penalty: 3321.491943
	Iteration 119Q: 3 clusters Score -2828321 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2828331.000000 Penalty: 3321.491943
	Iteration 120F: 3 clusters Score -2828331 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2828330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2828336.000000 Penalty: 3321.491943
	Iteration 122Q: 3 clusters Score -2828336 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2828353.000000 Penalty: 3321.491943
	Iteration 123Q: 3 clusters Score -2828353 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2828378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2828393.250000 Penalty: 3321.491943
	Iteration 125Q: 3 clusters Score -2828393 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2828407 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2828430 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2828453.250000 Penalty: 3321.491943
	Iteration 128Q: 3 clusters Score -2828453 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2828485 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2828522 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2828561 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2828606 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2828638 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2828673.500000 Penalty: 3321.491943
	Iteration 134Q: 3 clusters Score -2828674 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2828719.250000 Penalty: 3321.491943
	Iteration 135Q: 3 clusters Score -2828719 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2828741 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2828761.500000 Penalty: 3321.491943
	Iteration 137Q: 3 clusters Score -2828762 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2828797.250000 Penalty: 3321.491943
	Iteration 138Q: 3 clusters Score -2828797 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2828841.500000 Penalty: 3321.491943
	Iteration 139Q: 3 clusters Score -2828842 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2828872.750000 Penalty: 3321.491943
	Iteration 140F: 3 clusters Score -2828873 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2828915.000000 Penalty: 3321.491943
	Iteration 141Q: 3 clusters Score -2828915 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2828942.500000 Penalty: 3321.491943
	Iteration 142Q: 3 clusters Score -2828942 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2828969 nChanged 170
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Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2828990 nChanged 159
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Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2829010 nChanged 158
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Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2829042.750000 Penalty: 3321.491943
	Iteration 146Q: 3 clusters Score -2829043 nChanged 184
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Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2829089 nChanged 181
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Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2829122.500000 Penalty: 3321.491943
	Iteration 148Q: 3 clusters Score -2829122 nChanged 168
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Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2829157.000000 Penalty: 3321.491943
	Iteration 149Q: 3 clusters Score -2829157 nChanged 178
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Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2829175.750000 Penalty: 3321.491943
	Iteration 150Q: 3 clusters Score -2829176 nChanged 173
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Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2829207.500000 Penalty: 3321.491943
	Iteration 151Q: 3 clusters Score -2829208 nChanged 176
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Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2829243.750000 Penalty: 3321.491943
	Iteration 152Q: 3 clusters Score -2829244 nChanged 169
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Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2829291.250000 Penalty: 3321.491943
	Iteration 153Q: 3 clusters Score -2829291 nChanged 159
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Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2829314.750000 Penalty: 3321.491943
	Iteration 154Q: 3 clusters Score -2829315 nChanged 128
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Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2829342.500000 Penalty: 3321.491943
	Iteration 155Q: 3 clusters Score -2829342 nChanged 150
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Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2829371.250000 Penalty: 3321.491943
	Iteration 156Q: 3 clusters Score -2829371 nChanged 144
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Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2829403.000000 Penalty: 3321.491943
	Iteration 157Q: 3 clusters Score -2829403 nChanged 153
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Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2829433.750000 Penalty: 3321.491943
	Iteration 158Q: 3 clusters Score -2829434 nChanged 150
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Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2829473 nChanged 150
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Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2829496.250000 Penalty: 3321.491943
	Iteration 160F: 3 clusters Score -2829496 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2829531.250000 Penalty: 3321.491943
	Iteration 161Q: 3 clusters Score -2829531 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2829561.750000 Penalty: 3321.491943
	Iteration 162Q: 3 clusters Score -2829562 nChanged 126
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Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2829585.750000 Penalty: 3321.491943
	Iteration 163Q: 3 clusters Score -2829586 nChanged 125
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Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2829627.500000 Penalty: 3321.491943
	Iteration 164Q: 3 clusters Score -2829628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2829657.500000 Penalty: 3321.491943
	Iteration 165Q: 3 clusters Score -2829658 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2829668.500000 Penalty: 3321.491943
	Iteration 166Q: 3 clusters Score -2829668 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2829701.500000 Penalty: 3321.491943
	Iteration 167Q: 3 clusters Score -2829702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2829719.000000 Penalty: 3321.491943
	Iteration 168Q: 3 clusters Score -2829719 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2829759.750000 Penalty: 3321.491943
	Iteration 169Q: 3 clusters Score -2829760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2829797.500000 Penalty: 3321.491943
	Iteration 170Q: 3 clusters Score -2829798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2829836.500000 Penalty: 3321.491943
	Iteration 171Q: 3 clusters Score -2829836 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2829865.500000 Penalty: 3321.491943
	Iteration 172Q: 3 clusters Score -2829866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2829894.750000 Penalty: 3321.491943
	Iteration 173Q: 3 clusters Score -2829895 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2829924.750000 Penalty: 3321.491943
	Iteration 174Q: 3 clusters Score -2829925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2829950.250000 Penalty: 3321.491943
	Iteration 175Q: 3 clusters Score -2829950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2829959.500000 Penalty: 3321.491943
	Iteration 176Q: 3 clusters Score -2829960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2829981.750000 Penalty: 3321.491943
	Iteration 177Q: 3 clusters Score -2829982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2830003.500000 Penalty: 3321.491943
	Iteration 178Q: 3 clusters Score -2830004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2830019.500000 Penalty: 3321.491943
	Iteration 179Q: 3 clusters Score -2830020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2830022.750000 Penalty: 3321.491943
	Iteration 180F: 3 clusters Score -2830023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2830035.750000 Penalty: 3321.491943
	Iteration 181Q: 3 clusters Score -2830036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2830060.750000 Penalty: 3321.491943
	Iteration 182Q: 3 clusters Score -2830061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2830068.750000 Penalty: 3321.491943
	Iteration 183Q: 3 clusters Score -2830069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2830083.750000 Penalty: 3321.491943
	Iteration 184Q: 3 clusters Score -2830084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2830089.250000 Penalty: 3321.491943
	Iteration 185Q: 3 clusters Score -2830089 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2830108.000000 Penalty: 3321.491943
	Iteration 186Q: 3 clusters Score -2830108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2830111.250000 Penalty: 3321.491943
	Iteration 187Q: 3 clusters Score -2830111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2830118.250000 Penalty: 3321.491943
	Iteration 188Q: 3 clusters Score -2830118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2830118.750000 Penalty: 3321.491943
	Iteration 189Q: 3 clusters Score -2830119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2830121.000000 Penalty: 3321.491943
	Iteration 190Q: 3 clusters Score -2830121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2830143.500000 Penalty: 3321.491943
	Iteration 191Q: 3 clusters Score -2830144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2830149.000000 Penalty: 3321.491943
	Iteration 192Q: 3 clusters Score -2830149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2830165.250000 Penalty: 3321.491943
	Iteration 193Q: 3 clusters Score -2830165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2830172.750000 Penalty: 3321.491943
	Iteration 194Q: 3 clusters Score -2830173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2830176.500000 Penalty: 3321.491943
	Iteration 195Q: 3 clusters Score -2830176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2830186.250000 Penalty: 3321.491943
	Iteration 196Q: 3 clusters Score -2830186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2830191.000000 Penalty: 3321.491943
	Iteration 197Q: 3 clusters Score -2830191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2830190.750000 Penalty: 3321.491943
	Iteration 198Q: 3 clusters Score -2830191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2830200.500000 Penalty: 3321.491943
	Iteration 199Q: 3 clusters Score -2830200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2830209.750000 Penalty: 3321.491943
	Iteration 200F: 3 clusters Score -2830210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2830214.500000 Penalty: 3321.491943
	Iteration 201Q: 3 clusters Score -2830214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2830221.750000 Penalty: 3321.491943
	Iteration 202Q: 3 clusters Score -2830222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2830225.750000 Penalty: 3321.491943
	Iteration 203Q: 3 clusters Score -2830226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2830232.500000 Penalty: 3321.491943
	Iteration 204Q: 3 clusters Score -2830232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2830249.500000 Penalty: 3321.491943
	Iteration 205Q: 3 clusters Score -2830250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2830250.750000 Penalty: 3321.491943
	Iteration 206Q: 3 clusters Score -2830251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2830264.000000 Penalty: 3321.491943
	Iteration 207Q: 3 clusters Score -2830264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2830268.250000 Penalty: 3321.491943
	Iteration 208Q: 3 clusters Score -2830268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2830273.500000 Penalty: 3321.491943
	Iteration 209Q: 3 clusters Score -2830274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2830284.000000 Penalty: 3321.491943
	Iteration 210Q: 3 clusters Score -2830284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2830288.500000 Penalty: 3321.491943
	Iteration 211Q: 3 clusters Score -2830288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2830288.750000 Penalty: 3321.491943
	Iteration 212Q: 3 clusters Score -2830289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2830290.000000 Penalty: 3321.491943
	Iteration 213Q: 3 clusters Score -2830290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2830291.000000 Penalty: 3321.491943
	Iteration 214Q: 3 clusters Score -2830291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2830291.500000 Penalty: 3321.491943
	Iteration 215Q: 3 clusters Score -2830292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2830290.000000 Penalty: 3321.491943
	Iteration 216Q: 3 clusters Score -2830290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2830289.750000 Penalty: 3321.491943
	Iteration 217Q: 3 clusters Score -2830290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2830285.500000 Penalty: 3321.491943
	Iteration 218Q: 3 clusters Score -2830286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2830287.500000 Penalty: 3321.491943
	Iteration 219Q: 3 clusters Score -2830288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2830289.000000 Penalty: 3321.491943
	Iteration 220F: 3 clusters Score -2830289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2830287.750000 Penalty: 3321.491943
	Iteration 221Q: 3 clusters Score -2830288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2830287.750000 Penalty: 3321.491943
	Iteration 222Q: 3 clusters Score -2830288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2830286.750000 Penalty: 3321.491943
	Iteration 223Q: 3 clusters Score -2830287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2830294.000000 Penalty: 3321.491943
	Iteration 224Q: 3 clusters Score -2830294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2830292.000000 Penalty: 3321.491943
	Iteration 225Q: 3 clusters Score -2830292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2830293.500000 Penalty: 3321.491943
	Iteration 226Q: 3 clusters Score -2830294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2830289.750000 Penalty: 3321.491943
	Iteration 227Q: 3 clusters Score -2830290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2830289.750000 Penalty: 3321.491943
	Iteration 228F: 3 clusters Score -2830290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Entering Unmasked Estep 
Score: -4624508.000000 Penalty: 1740.173096
	Iteration 0F: 2 clusters Score -4624508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -4594565.500000 Penalty: 3480.346191
	Iteration 0F: 3 clusters Score -4594566 nChanged 20884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4606717.000000 Penalty: 3480.346191
	Iteration 1F: 3 clusters Score -4606717 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4607360.500000 Penalty: 3480.346191
	Iteration 2Q: 3 clusters Score -4607360 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4608130.000000 Penalty: 3480.346191
	Iteration 3Q: 3 clusters Score -4608130 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4609199.000000 Penalty: 3480.346191
	Iteration 4Q: 3 clusters Score -4609199 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4610553.000000 Penalty: 3480.346191
	Iteration 5F: 3 clusters Score -4610553 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4612279.000000 Penalty: 3480.346191
	Iteration 6F: 3 clusters Score -4612279 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -4614280.500000 Penalty: 3480.346191
	Iteration 7F: 3 clusters Score -4614280 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4616245.000000 Penalty: 3480.346191
	Iteration 8F: 3 clusters Score -4616245 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -4617782.500000 Penalty: 3480.346191
	Iteration 9Q: 3 clusters Score -4617782 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -4618641.500000 Penalty: 3480.346191
	Iteration 10Q: 3 clusters Score -4618642 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -4619163.000000 Penalty: 3480.346191
	Iteration 11Q: 3 clusters Score -4619163 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -4619509.500000 Penalty: 3480.346191
	Iteration 12Q: 3 clusters Score -4619510 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -4619797.000000 Penalty: 3480.346191
	Iteration 13Q: 3 clusters Score -4619797 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -4620064.500000 Penalty: 3480.346191
	Iteration 14Q: 3 clusters Score -4620064 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4620337.500000 Penalty: 3480.346191
	Iteration 15Q: 3 clusters Score -4620338 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -4620580.500000 Penalty: 3480.346191
	Iteration 16Q: 3 clusters Score -4620580 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4620796.500000 Penalty: 3480.346191
	Iteration 17Q: 3 clusters Score -4620796 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4621056.500000 Penalty: 3480.346191
	Iteration 18Q: 3 clusters Score -4621056 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4621310.000000 Penalty: 3480.346191
	Iteration 19Q: 3 clusters Score -4621310 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4621521.000000 Penalty: 3480.346191
	Iteration 20F: 3 clusters Score -4621521 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4621691.500000 Penalty: 3480.346191
	Iteration 21Q: 3 clusters Score -4621692 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4621887.500000 Penalty: 3480.346191
	Iteration 22Q: 3 clusters Score -4621888 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4622074.000000 Penalty: 3480.346191
	Iteration 23Q: 3 clusters Score -4622074 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4622202.000000 Penalty: 3480.346191
	Iteration 24Q: 3 clusters Score -4622202 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4622319.500000 Penalty: 3480.346191
	Iteration 25Q: 3 clusters Score -4622320 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4622431.500000 Penalty: 3480.346191
	Iteration 26Q: 3 clusters Score -4622432 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4622542.000000 Penalty: 3480.346191
	Iteration 27Q: 3 clusters Score -4622542 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4622649.000000 Penalty: 3480.346191
	Iteration 28Q: 3 clusters Score -4622649 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4622734.000000 Penalty: 3480.346191
	Iteration 29Q: 3 clusters Score -4622734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4622824.000000 Penalty: 3480.346191
	Iteration 30Q: 3 clusters Score -4622824 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4622916.000000 Penalty: 3480.346191
	Iteration 31Q: 3 clusters Score -4622916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4622970.000000 Penalty: 3480.346191
	Iteration 32Q: 3 clusters Score -4622970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4623018.000000 Penalty: 3480.346191
	Iteration 33Q: 3 clusters Score -4623018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4623053.500000 Penalty: 3480.346191
	Iteration 34Q: 3 clusters Score -4623054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4623074.500000 Penalty: 3480.346191
	Iteration 35Q: 3 clusters Score -4623074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4623094.000000 Penalty: 3480.346191
	Iteration 36Q: 3 clusters Score -4623094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4623114.500000 Penalty: 3480.346191
	Iteration 37Q: 3 clusters Score -4623114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4623130.500000 Penalty: 3480.346191
	Iteration 38Q: 3 clusters Score -4623130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4623132.000000 Penalty: 3480.346191
	Iteration 39Q: 3 clusters Score -4623132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4623148.500000 Penalty: 3480.346191
	Iteration 40F: 3 clusters Score -4623148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4623161.500000 Penalty: 3480.346191
	Iteration 41Q: 3 clusters Score -4623162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4623173.500000 Penalty: 3480.346191
	Iteration 42Q: 3 clusters Score -4623174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4623177.000000 Penalty: 3480.346191
	Iteration 43Q: 3 clusters Score -4623177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4623174.500000 Penalty: 3480.346191
	Iteration 44Q: 3 clusters Score -4623174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4623177.500000 Penalty: 3480.346191
	Iteration 45Q: 3 clusters Score -4623178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4623180.500000 Penalty: 3480.346191
	Iteration 46Q: 3 clusters Score -4623180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4623188.500000 Penalty: 3480.346191
	Iteration 47Q: 3 clusters Score -4623188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4623195.000000 Penalty: 3480.346191
	Iteration 48Q: 3 clusters Score -4623195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4623202.000000 Penalty: 3480.346191
	Iteration 49Q: 3 clusters Score -4623202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4623208.500000 Penalty: 3480.346191
	Iteration 50Q: 3 clusters Score -4623208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4623207.500000 Penalty: 3480.346191
	Iteration 51Q: 3 clusters Score -4623208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4623215.000000 Penalty: 3480.346191
	Iteration 52Q: 3 clusters Score -4623215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4623215.000000 Penalty: 3480.346191
	Iteration 53Q: 3 clusters Score -4623215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4623214.500000 Penalty: 3480.346191
	Iteration 54Q: 3 clusters Score -4623214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4623214.500000 Penalty: 3480.346191
	Iteration 55Q: 3 clusters Score -4623214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4623214.500000 Penalty: 3480.346191
	Iteration 56F: 3 clusters Score -4623214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Entering Unmasked Estep 
Score: -3082550.250000 Penalty: 1674.286865
	Iteration 0F: 2 clusters Score -3082550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3062448.500000 Penalty: 3348.573730
	Iteration 0F: 3 clusters Score -3062448 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3070003.250000 Penalty: 3348.573730
	Iteration 1F: 3 clusters Score -3070003 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3070299.500000 Penalty: 3348.573730
	Iteration 2Q: 3 clusters Score -3070300 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3070535.250000 Penalty: 3348.573730
	Iteration 3Q: 3 clusters Score -3070535 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3070779.500000 Penalty: 3348.573730
	Iteration 4Q: 3 clusters Score -3070780 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3071043.000000 Penalty: 3348.573730
	Iteration 5Q: 3 clusters Score -3071043 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3071401.500000 Penalty: 3348.573730
	Iteration 6Q: 3 clusters Score -3071402 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3071920.500000 Penalty: 3348.573730
	Iteration 7Q: 3 clusters Score -3071920 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3072721.750000 Penalty: 3348.573730
	Iteration 8Q: 3 clusters Score -3072722 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3073745.250000 Penalty: 3348.573730
	Iteration 9F: 3 clusters Score -3073745 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3074959.000000 Penalty: 3348.573730
	Iteration 10F: 3 clusters Score -3074959 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3076269.750000 Penalty: 3348.573730
	Iteration 11F: 3 clusters Score -3076270 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3077181.250000 Penalty: 3348.573730
	Iteration 12F: 3 clusters Score -3077181 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3077638.500000 Penalty: 3348.573730
	Iteration 13Q: 3 clusters Score -3077638 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3077880.250000 Penalty: 3348.573730
	Iteration 14Q: 3 clusters Score -3077880 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3078033.250000 Penalty: 3348.573730
	Iteration 15Q: 3 clusters Score -3078033 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3078155.500000 Penalty: 3348.573730
	Iteration 16Q: 3 clusters Score -3078156 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3078260.250000 Penalty: 3348.573730
	Iteration 17Q: 3 clusters Score -3078260 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3078340.750000 Penalty: 3348.573730
	Iteration 18Q: 3 clusters Score -3078341 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3078415.500000 Penalty: 3348.573730
	Iteration 19Q: 3 clusters Score -3078416 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3078517.500000 Penalty: 3348.573730
	Iteration 20F: 3 clusters Score -3078518 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3078599.000000 Penalty: 3348.573730
	Iteration 21Q: 3 clusters Score -3078599 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3078664.500000 Penalty: 3348.573730
	Iteration 22Q: 3 clusters Score -3078664 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3078733.750000 Penalty: 3348.573730
	Iteration 23Q: 3 clusters Score -3078734 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3078819.250000 Penalty: 3348.573730
	Iteration 24Q: 3 clusters Score -3078819 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3078895.000000 Penalty: 3348.573730
	Iteration 25Q: 3 clusters Score -3078895 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3078971.250000 Penalty: 3348.573730
	Iteration 26Q: 3 clusters Score -3078971 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3079042.500000 Penalty: 3348.573730
	Iteration 27Q: 3 clusters Score -3079042 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3079117.000000 Penalty: 3348.573730
	Iteration 28Q: 3 clusters Score -3079117 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3079190.500000 Penalty: 3348.573730
	Iteration 29Q: 3 clusters Score -3079190 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3079266.250000 Penalty: 3348.573730
	Iteration 30Q: 3 clusters Score -3079266 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3079337.000000 Penalty: 3348.573730
	Iteration 31Q: 3 clusters Score -3079337 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3079401.750000 Penalty: 3348.573730
	Iteration 32Q: 3 clusters Score -3079402 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3079465.000000 Penalty: 3348.573730
	Iteration 33Q: 3 clusters Score -3079465 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3079548.000000 Penalty: 3348.573730
	Iteration 34Q: 3 clusters Score -3079548 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3079636.250000 Penalty: 3348.573730
	Iteration 35Q: 3 clusters Score -3079636 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3079724.750000 Penalty: 3348.573730
	Iteration 36Q: 3 clusters Score -3079725 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3079808.500000 Penalty: 3348.573730
	Iteration 37Q: 3 clusters Score -3079808 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3079891.250000 Penalty: 3348.573730
	Iteration 38Q: 3 clusters Score -3079891 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3079963.000000 Penalty: 3348.573730
	Iteration 39Q: 3 clusters Score -3079963 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3080034.500000 Penalty: 3348.573730
	Iteration 40F: 3 clusters Score -3080034 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3080125.500000 Penalty: 3348.573730
	Iteration 41Q: 3 clusters Score -3080126 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3080197.500000 Penalty: 3348.573730
	Iteration 42Q: 3 clusters Score -3080198 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3080278.250000 Penalty: 3348.573730
	Iteration 43Q: 3 clusters Score -3080278 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3080373.000000 Penalty: 3348.573730
	Iteration 44Q: 3 clusters Score -3080373 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3080465.250000 Penalty: 3348.573730
	Iteration 45Q: 3 clusters Score -3080465 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3080565.000000 Penalty: 3348.573730
	Iteration 46Q: 3 clusters Score -3080565 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3080636.000000 Penalty: 3348.573730
	Iteration 47Q: 3 clusters Score -3080636 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3080700.500000 Penalty: 3348.573730
	Iteration 48Q: 3 clusters Score -3080700 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3080779.000000 Penalty: 3348.573730
	Iteration 49Q: 3 clusters Score -3080779 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3080825.750000 Penalty: 3348.573730
	Iteration 50Q: 3 clusters Score -3080826 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3080859.000000 Penalty: 3348.573730
	Iteration 51Q: 3 clusters Score -3080859 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3080908.500000 Penalty: 3348.573730
	Iteration 52Q: 3 clusters Score -3080908 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3080939.250000 Penalty: 3348.573730
	Iteration 53Q: 3 clusters Score -3080939 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3080959.750000 Penalty: 3348.573730
	Iteration 54Q: 3 clusters Score -3080960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3080984.500000 Penalty: 3348.573730
	Iteration 55Q: 3 clusters Score -3080984 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3081005.250000 Penalty: 3348.573730
	Iteration 56Q: 3 clusters Score -3081005 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3081027.000000 Penalty: 3348.573730
	Iteration 57Q: 3 clusters Score -3081027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3081061.500000 Penalty: 3348.573730
	Iteration 58Q: 3 clusters Score -3081062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3081080.750000 Penalty: 3348.573730
	Iteration 59Q: 3 clusters Score -3081081 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3081101.750000 Penalty: 3348.573730
	Iteration 60F: 3 clusters Score -3081102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3081117.250000 Penalty: 3348.573730
	Iteration 61Q: 3 clusters Score -3081117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3081141.500000 Penalty: 3348.573730
	Iteration 62Q: 3 clusters Score -3081142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3081151.750000 Penalty: 3348.573730
	Iteration 63Q: 3 clusters Score -3081152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3081170.250000 Penalty: 3348.573730
	Iteration 64Q: 3 clusters Score -3081170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3081187.500000 Penalty: 3348.573730
	Iteration 65Q: 3 clusters Score -3081188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3081203.500000 Penalty: 3348.573730
	Iteration 66Q: 3 clusters Score -3081204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3081220.000000 Penalty: 3348.573730
	Iteration 67Q: 3 clusters Score -3081220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3081237.500000 Penalty: 3348.573730
	Iteration 68Q: 3 clusters Score -3081238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3081260.750000 Penalty: 3348.573730
	Iteration 69Q: 3 clusters Score -3081261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3081269.750000 Penalty: 3348.573730
	Iteration 70Q: 3 clusters Score -3081270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3081287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3081301.500000 Penalty: 3348.573730
	Iteration 72Q: 3 clusters Score -3081302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3081311.750000 Penalty: 3348.573730
	Iteration 73Q: 3 clusters Score -3081312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3081323.000000 Penalty: 3348.573730
	Iteration 74Q: 3 clusters Score -3081323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3081338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3081338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3081345.000000 Penalty: 3348.573730
	Iteration 77Q: 3 clusters Score -3081345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3081349.250000 Penalty: 3348.573730
	Iteration 78Q: 3 clusters Score -3081349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3081356.500000 Penalty: 3348.573730
	Iteration 79Q: 3 clusters Score -3081356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3081358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3081360.000000 Penalty: 3348.573730
	Iteration 81Q: 3 clusters Score -3081360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3081362.250000 Penalty: 3348.573730
	Iteration 82Q: 3 clusters Score -3081362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3081362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3081360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3081361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3081366.500000 Penalty: 3348.573730
	Iteration 86Q: 3 clusters Score -3081366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3081366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3081370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3081372.000000 Penalty: 3348.573730
	Iteration 89Q: 3 clusters Score -3081372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3081372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3081373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3081370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3081371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3081370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
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	Iteration 95F: 3 clusters Score -3081370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81824 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 307592 members 
Mstep: Class 6 contains 9074 members 
Mstep: Class 9 contains 40208 members 
Mstep: Class 10 contains 7146 members 
Mstep: Class 12 contains 66434 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 319856 members 
Mstep: Class 15 contains 2874 members 
Mstep: Class 16 contains 27446 members 
Mstep: Class 18 contains 44746 members 
Mstep: Class 19 contains 29831 members 
Entering Unmasked Estep 
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Iteration 239Q: 14 clusters Score -9.412874e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81826 members 
Mstep: Class 4 contains 2037 members 
Mstep: Class 5 contains 307138 members 
Mstep: Class 6 contains 8742 members 
Mstep: Class 9 contains 40392 members 
Mstep: Class 10 contains 7135 members 
Mstep: Class 12 contains 66771 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 319880 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 27489 members 
Mstep: Class 18 contains 44859 members 
Mstep: Class 19 contains 29932 members 
Entering Unmasked Estep 
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Iteration 240F: 14 clusters Score -9.412886e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81835 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 306771 members 
Mstep: Class 6 contains 8392 members 
Mstep: Class 9 contains 40570 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 12 contains 67081 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 319865 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 27528 members 
Mstep: Class 18 contains 44966 members 
Mstep: Class 19 contains 30034 members 
Entering Unmasked Estep 
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Iteration 241Q: 14 clusters Score -9.412898e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81780 members 
Mstep: Class 4 contains 2036 members 
Mstep: Class 5 contains 306413 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 9 contains 40746 members 
Mstep: Class 10 contains 7108 members 
Mstep: Class 12 contains 67363 members 
Mstep: Class 13 contains 1741 members 
Mstep: Class 14 contains 319950 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 27551 members 
Mstep: Class 18 contains 45077 members 
Mstep: Class 19 contains 30132 members 
Entering Unmasked Estep 
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Iteration 242Q: 14 clusters Score -9.412924e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81718 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 305989 members 
Mstep: Class 6 contains 7706 members 
Mstep: Class 9 contains 40943 members 
Mstep: Class 10 contains 7095 members 
Mstep: Class 12 contains 67628 members 
Mstep: Class 13 contains 1735 members 
Mstep: Class 14 contains 320081 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 16 contains 27592 members 
Mstep: Class 18 contains 45200 members 
Mstep: Class 19 contains 30229 members 
Entering Unmasked Estep 
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Iteration 243Q: 14 clusters Score -9.412949e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81647 members 
Mstep: Class 4 contains 2036 members 
Mstep: Class 5 contains 305521 members 
Mstep: Class 6 contains 7365 members 
Mstep: Class 9 contains 41138 members 
Mstep: Class 10 contains 7077 members 
Mstep: Class 12 contains 67927 members 
Mstep: Class 13 contains 1727 members 
Mstep: Class 14 contains 320220 members 
Mstep: Class 15 contains 2878 members 
Mstep: Class 16 contains 27633 members 
Mstep: Class 18 contains 45316 members 
Mstep: Class 19 contains 30340 members 
Entering Unmasked Estep 
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Iteration 244Q: 14 clusters Score -9.412973e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81552 members 
Mstep: Class 4 contains 2037 members 
Mstep: Class 5 contains 305086 members 
Mstep: Class 6 contains 7028 members 
Mstep: Class 9 contains 41359 members 
Mstep: Class 10 contains 7052 members 
Mstep: Class 12 contains 68230 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 320316 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 27692 members 
Mstep: Class 18 contains 45446 members 
Mstep: Class 19 contains 30436 members 
Entering Unmasked Estep 
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Iteration 245Q: 14 clusters Score -9.41299e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81436 members 
Mstep: Class 4 contains 2036 members 
Mstep: Class 5 contains 304586 members 
Mstep: Class 6 contains 6721 members 
Mstep: Class 9 contains 41572 members 
Mstep: Class 10 contains 7020 members 
Mstep: Class 12 contains 68525 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 320499 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 27753 members 
Mstep: Class 18 contains 45581 members 
Mstep: Class 19 contains 30524 members 
Entering Unmasked Estep 
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Iteration 246Q: 14 clusters Score -9.412978e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81295 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 304058 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 9 contains 41778 members 
Mstep: Class 10 contains 6996 members 
Mstep: Class 12 contains 68814 members 
Mstep: Class 13 contains 1682 members 
Mstep: Class 14 contains 320726 members 
Mstep: Class 15 contains 2878 members 
Mstep: Class 16 contains 27801 members 
Mstep: Class 18 contains 45687 members 
Mstep: Class 19 contains 30618 members 
Entering Unmasked Estep 
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Iteration 247Q: 14 clusters Score -9.41297e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81134 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 303496 members 
Mstep: Class 6 contains 6218 members 
Mstep: Class 9 contains 42000 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 12 contains 69040 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 321002 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 16 contains 27859 members 
Mstep: Class 18 contains 45816 members 
Mstep: Class 19 contains 30710 members 
Entering Unmasked Estep 
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Iteration 248Q: 14 clusters Score -9.412938e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80944 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 303056 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 9 contains 42220 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 12 contains 69261 members 
Mstep: Class 13 contains 1660 members 
Mstep: Class 14 contains 321234 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 27893 members 
Mstep: Class 18 contains 45941 members 
Mstep: Class 19 contains 30781 members 
Entering Unmasked Estep 
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Iteration 249Q: 14 clusters Score -9.412946e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80737 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 302491 members 
Mstep: Class 6 contains 5765 members 
Mstep: Class 9 contains 42416 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 12 contains 69519 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 321559 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 27947 members 
Mstep: Class 18 contains 46075 members 
Mstep: Class 19 contains 30852 members 
Entering Unmasked Estep 
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Iteration 250Q: 14 clusters Score -9.412941e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80516 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 301959 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 9 contains 42585 members 
Mstep: Class 10 contains 6850 members 
Mstep: Class 12 contains 69785 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 321874 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 27991 members 
Mstep: Class 18 contains 46211 members 
Mstep: Class 19 contains 30945 members 
Entering Unmasked Estep 
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Iteration 251Q: 14 clusters Score -9.412925e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80321 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 301564 members 
Mstep: Class 6 contains 5346 members 
Mstep: Class 9 contains 42733 members 
Mstep: Class 10 contains 6814 members 
Mstep: Class 12 contains 70070 members 
Mstep: Class 13 contains 1629 members 
Mstep: Class 14 contains 322015 members 
Mstep: Class 15 contains 2901 members 
Mstep: Class 16 contains 28039 members 
Mstep: Class 18 contains 46342 members 
Mstep: Class 19 contains 31020 members 
Entering Unmasked Estep 
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Iteration 252Q: 14 clusters Score -9.412919e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 80094 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 301153 members 
Mstep: Class 6 contains 5184 members 
Mstep: Class 9 contains 42857 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 12 contains 70354 members 
Mstep: Class 13 contains 1621 members 
Mstep: Class 14 contains 322177 members 
Mstep: Class 15 contains 2911 members 
Mstep: Class 16 contains 28097 members 
Mstep: Class 18 contains 46464 members 
Mstep: Class 19 contains 31096 members 
Entering Unmasked Estep 
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Iteration 253Q: 14 clusters Score -9.412976e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79856 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 300769 members 
Mstep: Class 6 contains 5041 members 
Mstep: Class 9 contains 42977 members 
Mstep: Class 10 contains 6757 members 
Mstep: Class 12 contains 70613 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 322363 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 28146 members 
Mstep: Class 18 contains 46585 members 
Mstep: Class 19 contains 31164 members 
Entering Unmasked Estep 
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Iteration 254Q: 14 clusters Score -9.412996e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79655 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 300403 members 
Mstep: Class 6 contains 4932 members 
Mstep: Class 9 contains 43120 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 12 contains 70873 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 322442 members 
Mstep: Class 15 contains 2909 members 
Mstep: Class 16 contains 28204 members 
Mstep: Class 18 contains 46718 members 
Mstep: Class 19 contains 31215 members 
Entering Unmasked Estep 
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Iteration 255Q: 14 clusters Score -9.41296e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79475 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 299982 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 9 contains 43280 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 12 contains 71130 members 
Mstep: Class 13 contains 1587 members 
Mstep: Class 14 contains 322530 members 
Mstep: Class 15 contains 2909 members 
Mstep: Class 16 contains 28271 members 
Mstep: Class 18 contains 46867 members 
Mstep: Class 19 contains 31261 members 
Entering Unmasked Estep 
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Iteration 256Q: 14 clusters Score -9.412969e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79289 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 299678 members 
Mstep: Class 6 contains 4710 members 
Mstep: Class 9 contains 43429 members 
Mstep: Class 10 contains 6614 members 
Mstep: Class 12 contains 71361 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 322581 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 28338 members 
Mstep: Class 18 contains 46998 members 
Mstep: Class 19 contains 31314 members 
Entering Unmasked Estep 
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Iteration 257Q: 14 clusters Score -9.412986e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 79118 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 299432 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 9 contains 43587 members 
Mstep: Class 10 contains 6559 members 
Mstep: Class 12 contains 71574 members 
Mstep: Class 13 contains 1568 members 
Mstep: Class 14 contains 322621 members 
Mstep: Class 15 contains 2907 members 
Mstep: Class 16 contains 28397 members 
Mstep: Class 18 contains 47116 members 
Mstep: Class 19 contains 31339 members 
Entering Unmasked Estep 
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Iteration 258Q: 14 clusters Score -9.412982e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78912 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 299185 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 9 contains 43743 members 
Mstep: Class 10 contains 6501 members 
Mstep: Class 12 contains 71765 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 322720 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 28454 members 
Mstep: Class 18 contains 47217 members 
Mstep: Class 19 contains 31375 members 
Entering Unmasked Estep 
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Iteration 259Q: 14 clusters Score -9.412997e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78692 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 298996 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 9 contains 43890 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 12 contains 71931 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 322807 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 16 contains 28507 members 
Mstep: Class 18 contains 47298 members 
Mstep: Class 19 contains 31419 members 
Entering Unmasked Estep 
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Iteration 260F: 14 clusters Score -9.412996e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78497 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 298786 members 
Mstep: Class 6 contains 4297 members 
Mstep: Class 9 contains 44025 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 12 contains 72086 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 322883 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 28579 members 
Mstep: Class 18 contains 47368 members 
Mstep: Class 19 contains 31453 members 
Entering Unmasked Estep 
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Iteration 261Q: 14 clusters Score -9.412982e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78319 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 298536 members 
Mstep: Class 6 contains 4222 members 
Mstep: Class 9 contains 44139 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 12 contains 72247 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 323020 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 28646 members 
Mstep: Class 18 contains 47426 members 
Mstep: Class 19 contains 31488 members 
Entering Unmasked Estep 
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Iteration 262Q: 14 clusters Score -9.412957e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 78114 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 298324 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 9 contains 44251 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 12 contains 72384 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 323140 members 
Mstep: Class 15 contains 2894 members 
Mstep: Class 16 contains 28725 members 
Mstep: Class 18 contains 47499 members 
Mstep: Class 19 contains 31519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129688.000000 Penalty: 29056.449219
Iteration 263Q: 14 clusters Score -9.412969e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77933 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 298077 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 9 contains 44347 members 
Mstep: Class 10 contains 6221 members 
Mstep: Class 12 contains 72516 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 323263 members 
Mstep: Class 15 contains 2893 members 
Mstep: Class 16 contains 28802 members 
Mstep: Class 18 contains 47568 members 
Mstep: Class 19 contains 31562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129536.000000 Penalty: 29056.449219
Iteration 264Q: 14 clusters Score -9.412954e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77763 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 297919 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 9 contains 44442 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 12 contains 72645 members 
Mstep: Class 13 contains 1518 members 
Mstep: Class 14 contains 323306 members 
Mstep: Class 15 contains 2891 members 
Mstep: Class 16 contains 28891 members 
Mstep: Class 18 contains 47630 members 
Mstep: Class 19 contains 31587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129832.000000 Penalty: 29056.449219
Iteration 265Q: 14 clusters Score -9.412983e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77604 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 297791 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 9 contains 44543 members 
Mstep: Class 10 contains 6128 members 
Mstep: Class 12 contains 72754 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 323322 members 
Mstep: Class 15 contains 2887 members 
Mstep: Class 16 contains 28976 members 
Mstep: Class 18 contains 47686 members 
Mstep: Class 19 contains 31611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130040.000000 Penalty: 29056.449219
Iteration 266Q: 14 clusters Score -9.413004e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77476 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 297658 members 
Mstep: Class 6 contains 3937 members 
Mstep: Class 9 contains 44627 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 12 contains 72844 members 
Mstep: Class 13 contains 1510 members 
Mstep: Class 14 contains 323334 members 
Mstep: Class 15 contains 2884 members 
Mstep: Class 16 contains 29055 members 
Mstep: Class 18 contains 47756 members 
Mstep: Class 19 contains 31636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129872.000000 Penalty: 29056.449219
Iteration 267Q: 14 clusters Score -9.412987e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77366 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 297538 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 9 contains 44717 members 
Mstep: Class 10 contains 6028 members 
Mstep: Class 12 contains 72937 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 323343 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 16 contains 29109 members 
Mstep: Class 18 contains 47797 members 
Mstep: Class 19 contains 31655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129800.000000 Penalty: 29056.449219
Iteration 268Q: 14 clusters Score -9.41298e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77254 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 297447 members 
Mstep: Class 6 contains 3893 members 
Mstep: Class 9 contains 44800 members 
Mstep: Class 10 contains 5967 members 
Mstep: Class 12 contains 73011 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 323362 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 29156 members 
Mstep: Class 18 contains 47856 members 
Mstep: Class 19 contains 31664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129608.000000 Penalty: 29056.449219
Iteration 269Q: 14 clusters Score -9.412961e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 77133 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 297377 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 9 contains 44879 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 12 contains 73084 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 323361 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 29205 members 
Mstep: Class 18 contains 47933 members 
Mstep: Class 19 contains 31672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129616.000000 Penalty: 29056.449219
Iteration 270Q: 14 clusters Score -9.412962e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76994 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 297312 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 9 contains 44944 members 
Mstep: Class 10 contains 5834 members 
Mstep: Class 12 contains 73146 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 323375 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 29265 members 
Mstep: Class 18 contains 48001 members 
Mstep: Class 19 contains 31704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129400.000000 Penalty: 29056.449219
Iteration 271Q: 14 clusters Score -9.41294e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76902 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 297287 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 9 contains 45019 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 12 contains 73216 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 323320 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 16 contains 29310 members 
Mstep: Class 18 contains 48056 members 
Mstep: Class 19 contains 31736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129304.000000 Penalty: 29056.449219
Iteration 272Q: 14 clusters Score -9.41293e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76795 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 297246 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 9 contains 45074 members 
Mstep: Class 10 contains 5721 members 
Mstep: Class 12 contains 73309 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 323221 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 29369 members 
Mstep: Class 18 contains 48124 members 
Mstep: Class 19 contains 31772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129448.000000 Penalty: 29056.449219
Iteration 273Q: 14 clusters Score -9.412945e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76724 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 297184 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 9 contains 45132 members 
Mstep: Class 10 contains 5682 members 
Mstep: Class 12 contains 73393 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 323107 members 
Mstep: Class 15 contains 2874 members 
Mstep: Class 16 contains 29432 members 
Mstep: Class 18 contains 48187 members 
Mstep: Class 19 contains 31809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129656.000000 Penalty: 29056.449219
Iteration 274Q: 14 clusters Score -9.412966e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76670 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 297152 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 9 contains 45190 members 
Mstep: Class 10 contains 5640 members 
Mstep: Class 12 contains 73454 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 322973 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 29496 members 
Mstep: Class 18 contains 48240 members 
Mstep: Class 19 contains 31852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129536.000000 Penalty: 29056.449219
Iteration 275Q: 14 clusters Score -9.412954e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76617 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 297161 members 
Mstep: Class 6 contains 3747 members 
Mstep: Class 9 contains 45248 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 12 contains 73495 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 322839 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 29530 members 
Mstep: Class 18 contains 48290 members 
Mstep: Class 19 contains 31892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129592.000000 Penalty: 29056.449219
Iteration 276Q: 14 clusters Score -9.412959e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76556 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 297079 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 9 contains 45312 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 12 contains 73544 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 322766 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 29568 members 
Mstep: Class 18 contains 48346 members 
Mstep: Class 19 contains 31933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129680.000000 Penalty: 29056.449219
Iteration 277Q: 14 clusters Score -9.412968e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76492 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 297001 members 
Mstep: Class 6 contains 3725 members 
Mstep: Class 9 contains 45368 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 12 contains 73600 members 
Mstep: Class 13 contains 1483 members 
Mstep: Class 14 contains 322716 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 16 contains 29595 members 
Mstep: Class 18 contains 48395 members 
Mstep: Class 19 contains 31966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129728.000000 Penalty: 29056.449219
Iteration 278Q: 14 clusters Score -9.412973e+07 nChanged 1228
Entering ConstructFrom: 
Score: -94129728.000000 Penalty: 29056.449219
Entering ConstructFrom: 
Trying to split cluster 2 (76430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Entering Unmasked Estep 
Score: -7560865.500000 Penalty: 1827.171143
	Iteration 0F: 2 clusters Score -7560866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -7509654.000000 Penalty: 3654.342285
	Iteration 0F: 3 clusters Score -7509654 nChanged 36354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7530784.500000 Penalty: 3654.342285
	Iteration 1F: 3 clusters Score -7530784 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -7531753.500000 Penalty: 3654.342285
	Iteration 2Q: 3 clusters Score -7531754 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -7533287.000000 Penalty: 3654.342285
	Iteration 3Q: 3 clusters Score -7533287 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -7535754.000000 Penalty: 3654.342285
	Iteration 4F: 3 clusters Score -7535754 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -7539243.000000 Penalty: 3654.342285
	Iteration 5F: 3 clusters Score -7539243 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -7543497.000000 Penalty: 3654.342285
	Iteration 6F: 3 clusters Score -7543497 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -7548192.000000 Penalty: 3654.342285
	Iteration 7F: 3 clusters Score -7548192 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -7552713.000000 Penalty: 3654.342285
	Iteration 8F: 3 clusters Score -7552713 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -7555997.000000 Penalty: 3654.342285
	Iteration 9Q: 3 clusters Score -7555997 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -7557900.500000 Penalty: 3654.342285
	Iteration 10Q: 3 clusters Score -7557900 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -7558707.000000 Penalty: 3654.342285
	Iteration 11Q: 3 clusters Score -7558707 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -7559015.500000 Penalty: 3654.342285
	Iteration 12Q: 3 clusters Score -7559016 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -7559130.000000 Penalty: 3654.342285
	Iteration 13Q: 3 clusters Score -7559130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -7559187.500000 Penalty: 3654.342285
	Iteration 14Q: 3 clusters Score -7559188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -7559227.500000 Penalty: 3654.342285
	Iteration 15Q: 3 clusters Score -7559228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -7559248.000000 Penalty: 3654.342285
	Iteration 16Q: 3 clusters Score -7559248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -7559263.000000 Penalty: 3654.342285
	Iteration 17Q: 3 clusters Score -7559263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -7559264.500000 Penalty: 3654.342285
	Iteration 18Q: 3 clusters Score -7559264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -7559272.000000 Penalty: 3654.342285
	Iteration 19Q: 3 clusters Score -7559272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -7559267.000000 Penalty: 3654.342285
	Iteration 20F: 3 clusters Score -7559267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -7559267.000000 Penalty: 3654.342285
	Iteration 21Q: 3 clusters Score -7559267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -7559271.000000 Penalty: 3654.342285
	Iteration 22Q: 3 clusters Score -7559271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -7559277.000000 Penalty: 3654.342285
	Iteration 23Q: 3 clusters Score -7559277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -7559280.500000 Penalty: 3654.342285
	Iteration 24Q: 3 clusters Score -7559280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -7559275.500000 Penalty: 3654.342285
	Iteration 25Q: 3 clusters Score -7559276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -7559278.500000 Penalty: 3654.342285
	Iteration 26Q: 3 clusters Score -7559278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -7559281.500000 Penalty: 3654.342285
	Iteration 27Q: 3 clusters Score -7559282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -7559280.500000 Penalty: 3654.342285
	Iteration 28Q: 3 clusters Score -7559280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -7559280.500000 Penalty: 3654.342285
	Iteration 29F: 3 clusters Score -7559280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -198382.218750 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -198382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -196256.234375 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -196256.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -196737.625000 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -196737.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -196932.218750 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -196932.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -197067.000000 Penalty: 2475.612061
	Iteration 3F: 3 clusters Score -197067 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -197171.375000 Penalty: 2475.612061
	Iteration 4F: 3 clusters Score -197171.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -197267.781250 Penalty: 2475.612061
	Iteration 5F: 3 clusters Score -197267.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -197341.328125 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -197341.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -197399.437500 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -197399.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -197438.484375 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -197438.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -197461.843750 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -197461.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -197475.515625 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -197475.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -197488.328125 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -197488.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -197499.593750 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -197499.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -197518.390625 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -197518.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -197533.125000 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -197533.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -197539.421875 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -197539.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -197543.015625 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -197543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -197547.078125 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -197547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -197551.828125 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -197551.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -197558.515625 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -197558.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -197563.500000 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -197563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -197566.765625 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -197566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -197568.375000 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -197568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -197568.515625 Penalty: 2475.612061
	Iteration 23Q: 3 clusters Score -197568.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -197569.125000 Penalty: 2475.612061
	Iteration 24Q: 3 clusters Score -197569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -197569.125000 Penalty: 2475.612061
	Iteration 25F: 3 clusters Score -197569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (296977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296977 members 
Entering Unmasked Estep 
Score: -30175050.000000 Penalty: 2047.729126
	Iteration 0F: 2 clusters Score -3.017505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 148506 members 
Entering Unmasked Estep 
Score: -29978950.000000 Penalty: 4095.458252
	Iteration 0F: 3 clusters Score -2.997895e+07 nChanged 145180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146383 members 
Mstep: Class 2 contains 150594 members 
Entering Unmasked Estep 
Score: -30066036.000000 Penalty: 4095.458252
	Iteration 1F: 3 clusters Score -3.006604e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145277 members 
Mstep: Class 2 contains 151700 members 
Entering Unmasked Estep 
Score: -30067904.000000 Penalty: 4095.458252
	Iteration 2Q: 3 clusters Score -3.00679e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143828 members 
Mstep: Class 2 contains 153149 members 
Entering Unmasked Estep 
Score: -30070138.000000 Penalty: 4095.458252
	Iteration 3Q: 3 clusters Score -3.007014e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141819 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -30073324.000000 Penalty: 4095.458252
	Iteration 4Q: 3 clusters Score -3.007332e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139133 members 
Mstep: Class 2 contains 157844 members 
Entering Unmasked Estep 
Score: -30078026.000000 Penalty: 4095.458252
	Iteration 5Q: 3 clusters Score -3.007803e+07 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135884 members 
Mstep: Class 2 contains 161093 members 
Entering Unmasked Estep 
Score: -30086352.000000 Penalty: 4095.458252
	Iteration 6F: 3 clusters Score -3.008635e+07 nChanged 18229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132495 members 
Mstep: Class 2 contains 164482 members 
Entering Unmasked Estep 
Score: -30099306.000000 Penalty: 4095.458252
	Iteration 7F: 3 clusters Score -3.009931e+07 nChanged 19901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130144 members 
Mstep: Class 2 contains 166833 members 
Entering Unmasked Estep 
Score: -30114674.000000 Penalty: 4095.458252
	Iteration 8F: 3 clusters Score -3.011467e+07 nChanged 17865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 168406 members 
Entering Unmasked Estep 
Score: -30124738.000000 Penalty: 4095.458252
	Iteration 9F: 3 clusters Score -3.012474e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127270 members 
Mstep: Class 2 contains 169707 members 
Entering Unmasked Estep 
Score: -30127632.000000 Penalty: 4095.458252
	Iteration 10Q: 3 clusters Score -3.012763e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125978 members 
Mstep: Class 2 contains 170999 members 
Entering Unmasked Estep 
Score: -30128590.000000 Penalty: 4095.458252
	Iteration 11Q: 3 clusters Score -3.012859e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124731 members 
Mstep: Class 2 contains 172246 members 
Entering Unmasked Estep 
Score: -30129048.000000 Penalty: 4095.458252
	Iteration 12Q: 3 clusters Score -3.012905e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 173559 members 
Entering Unmasked Estep 
Score: -30129214.000000 Penalty: 4095.458252
	Iteration 13Q: 3 clusters Score -3.012921e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122119 members 
Mstep: Class 2 contains 174858 members 
Entering Unmasked Estep 
Score: -30129394.000000 Penalty: 4095.458252
	Iteration 14Q: 3 clusters Score -3.012939e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 176114 members 
Entering Unmasked Estep 
Score: -30129638.000000 Penalty: 4095.458252
	Iteration 15Q: 3 clusters Score -3.012964e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119685 members 
Mstep: Class 2 contains 177292 members 
Entering Unmasked Estep 
Score: -30130036.000000 Penalty: 4095.458252
	Iteration 16Q: 3 clusters Score -3.013004e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118475 members 
Mstep: Class 2 contains 178502 members 
Entering Unmasked Estep 
Score: -30130466.000000 Penalty: 4095.458252
	Iteration 17Q: 3 clusters Score -3.013047e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 179683 members 
Entering Unmasked Estep 
Score: -30130834.000000 Penalty: 4095.458252
	Iteration 18Q: 3 clusters Score -3.013083e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116070 members 
Mstep: Class 2 contains 180907 members 
Entering Unmasked Estep 
Score: -30131152.000000 Penalty: 4095.458252
	Iteration 19Q: 3 clusters Score -3.013115e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 182117 members 
Entering Unmasked Estep 
Score: -30131492.000000 Penalty: 4095.458252
	Iteration 20F: 3 clusters Score -3.013149e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113656 members 
Mstep: Class 2 contains 183321 members 
Entering Unmasked Estep 
Score: -30131852.000000 Penalty: 4095.458252
	Iteration 21Q: 3 clusters Score -3.013185e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 184412 members 
Entering Unmasked Estep 
Score: -30132172.000000 Penalty: 4095.458252
	Iteration 22Q: 3 clusters Score -3.013217e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 185528 members 
Entering Unmasked Estep 
Score: -30132378.000000 Penalty: 4095.458252
	Iteration 23Q: 3 clusters Score -3.013238e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 186612 members 
Entering Unmasked Estep 
Score: -30132606.000000 Penalty: 4095.458252
	Iteration 24Q: 3 clusters Score -3.013261e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109334 members 
Mstep: Class 2 contains 187643 members 
Entering Unmasked Estep 
Score: -30132954.000000 Penalty: 4095.458252
	Iteration 25Q: 3 clusters Score -3.013295e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108204 members 
Mstep: Class 2 contains 188773 members 
Entering Unmasked Estep 
Score: -30133132.000000 Penalty: 4095.458252
	Iteration 26Q: 3 clusters Score -3.013313e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106980 members 
Mstep: Class 2 contains 189997 members 
Entering Unmasked Estep 
Score: -30133526.000000 Penalty: 4095.458252
	Iteration 27Q: 3 clusters Score -3.013353e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 191150 members 
Entering Unmasked Estep 
Score: -30133918.000000 Penalty: 4095.458252
	Iteration 28Q: 3 clusters Score -3.013392e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 192233 members 
Entering Unmasked Estep 
Score: -30134494.000000 Penalty: 4095.458252
	Iteration 29Q: 3 clusters Score -3.013449e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103684 members 
Mstep: Class 2 contains 193293 members 
Entering Unmasked Estep 
Score: -30134710.000000 Penalty: 4095.458252
	Iteration 30Q: 3 clusters Score -3.013471e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102672 members 
Mstep: Class 2 contains 194305 members 
Entering Unmasked Estep 
Score: -30135110.000000 Penalty: 4095.458252
	Iteration 31Q: 3 clusters Score -3.013511e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101594 members 
Mstep: Class 2 contains 195383 members 
Entering Unmasked Estep 
Score: -30135640.000000 Penalty: 4095.458252
	Iteration 32Q: 3 clusters Score -3.013564e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100410 members 
Mstep: Class 2 contains 196567 members 
Entering Unmasked Estep 
Score: -30136072.000000 Penalty: 4095.458252
	Iteration 33Q: 3 clusters Score -3.013607e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 197785 members 
Entering Unmasked Estep 
Score: -30136414.000000 Penalty: 4095.458252
	Iteration 34Q: 3 clusters Score -3.013641e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 198920 members 
Entering Unmasked Estep 
Score: -30136786.000000 Penalty: 4095.458252
	Iteration 35Q: 3 clusters Score -3.013679e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 200074 members 
Entering Unmasked Estep 
Score: -30137212.000000 Penalty: 4095.458252
	Iteration 36Q: 3 clusters Score -3.013721e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95706 members 
Mstep: Class 2 contains 201271 members 
Entering Unmasked Estep 
Score: -30137798.000000 Penalty: 4095.458252
	Iteration 37Q: 3 clusters Score -3.01378e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 202471 members 
Entering Unmasked Estep 
Score: -30138074.000000 Penalty: 4095.458252
	Iteration 38Q: 3 clusters Score -3.013807e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 203666 members 
Entering Unmasked Estep 
Score: -30138464.000000 Penalty: 4095.458252
	Iteration 39Q: 3 clusters Score -3.013846e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 204863 members 
Entering Unmasked Estep 
Score: -30139132.000000 Penalty: 4095.458252
	Iteration 40F: 3 clusters Score -3.013913e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90885 members 
Mstep: Class 2 contains 206092 members 
Entering Unmasked Estep 
Score: -30139638.000000 Penalty: 4095.458252
	Iteration 41Q: 3 clusters Score -3.013964e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 207246 members 
Entering Unmasked Estep 
Score: -30140058.000000 Penalty: 4095.458252
	Iteration 42Q: 3 clusters Score -3.014006e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88609 members 
Mstep: Class 2 contains 208368 members 
Entering Unmasked Estep 
Score: -30140744.000000 Penalty: 4095.458252
	Iteration 43Q: 3 clusters Score -3.014074e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87593 members 
Mstep: Class 2 contains 209384 members 
Entering Unmasked Estep 
Score: -30141390.000000 Penalty: 4095.458252
	Iteration 44Q: 3 clusters Score -3.014139e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 210344 members 
Entering Unmasked Estep 
Score: -30141990.000000 Penalty: 4095.458252
	Iteration 45Q: 3 clusters Score -3.014199e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 211203 members 
Entering Unmasked Estep 
Score: -30142474.000000 Penalty: 4095.458252
	Iteration 46Q: 3 clusters Score -3.014247e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85028 members 
Mstep: Class 2 contains 211949 members 
Entering Unmasked Estep 
Score: -30142866.000000 Penalty: 4095.458252
	Iteration 47Q: 3 clusters Score -3.014287e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84375 members 
Mstep: Class 2 contains 212602 members 
Entering Unmasked Estep 
Score: -30143294.000000 Penalty: 4095.458252
	Iteration 48Q: 3 clusters Score -3.014329e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 213145 members 
Entering Unmasked Estep 
Score: -30143722.000000 Penalty: 4095.458252
	Iteration 49Q: 3 clusters Score -3.014372e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 213605 members 
Entering Unmasked Estep 
Score: -30144020.000000 Penalty: 4095.458252
	Iteration 50Q: 3 clusters Score -3.014402e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 213991 members 
Entering Unmasked Estep 
Score: -30144480.000000 Penalty: 4095.458252
	Iteration 51Q: 3 clusters Score -3.014448e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 214222 members 
Entering Unmasked Estep 
Score: -30145070.000000 Penalty: 4095.458252
	Iteration 52Q: 3 clusters Score -3.014507e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 214227 members 
Entering Unmasked Estep 
Score: -30145646.000000 Penalty: 4095.458252
	Iteration 53Q: 3 clusters Score -3.014565e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 214200 members 
Entering Unmasked Estep 
Score: -30146230.000000 Penalty: 4095.458252
	Iteration 54Q: 3 clusters Score -3.014623e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 214061 members 
Entering Unmasked Estep 
Score: -30146876.000000 Penalty: 4095.458252
	Iteration 55Q: 3 clusters Score -3.014688e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 213818 members 
Entering Unmasked Estep 
Score: -30147548.000000 Penalty: 4095.458252
	Iteration 56Q: 3 clusters Score -3.014755e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 213649 members 
Entering Unmasked Estep 
Score: -30147784.000000 Penalty: 4095.458252
	Iteration 57Q: 3 clusters Score -3.014778e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 213448 members 
Entering Unmasked Estep 
Score: -30148302.000000 Penalty: 4095.458252
	Iteration 58Q: 3 clusters Score -3.01483e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 213342 members 
Entering Unmasked Estep 
Score: -30148956.000000 Penalty: 4095.458252
	Iteration 59Q: 3 clusters Score -3.014896e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 213286 members 
Entering Unmasked Estep 
Score: -30150090.000000 Penalty: 4095.458252
	Iteration 60F: 3 clusters Score -3.015009e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 212819 members 
Entering Unmasked Estep 
Score: -30151048.000000 Penalty: 4095.458252
	Iteration 61Q: 3 clusters Score -3.015105e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 212375 members 
Entering Unmasked Estep 
Score: -30151868.000000 Penalty: 4095.458252
	Iteration 62Q: 3 clusters Score -3.015187e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 212001 members 
Entering Unmasked Estep 
Score: -30152912.000000 Penalty: 4095.458252
	Iteration 63Q: 3 clusters Score -3.015291e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 211656 members 
Entering Unmasked Estep 
Score: -30153654.000000 Penalty: 4095.458252
	Iteration 64Q: 3 clusters Score -3.015365e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 211288 members 
Entering Unmasked Estep 
Score: -30154416.000000 Penalty: 4095.458252
	Iteration 65Q: 3 clusters Score -3.015442e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 210850 members 
Entering Unmasked Estep 
Score: -30154928.000000 Penalty: 4095.458252
	Iteration 66Q: 3 clusters Score -3.015493e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 210395 members 
Entering Unmasked Estep 
Score: -30155436.000000 Penalty: 4095.458252
	Iteration 67Q: 3 clusters Score -3.015544e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 209870 members 
Entering Unmasked Estep 
Score: -30155742.000000 Penalty: 4095.458252
	Iteration 68Q: 3 clusters Score -3.015574e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 209317 members 
Entering Unmasked Estep 
Score: -30156118.000000 Penalty: 4095.458252
	Iteration 69Q: 3 clusters Score -3.015612e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 208715 members 
Entering Unmasked Estep 
Score: -30156186.000000 Penalty: 4095.458252
	Iteration 70Q: 3 clusters Score -3.015619e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88904 members 
Mstep: Class 2 contains 208073 members 
Entering Unmasked Estep 
Score: -30156284.000000 Penalty: 4095.458252
	Iteration 71Q: 3 clusters Score -3.015628e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89536 members 
Mstep: Class 2 contains 207441 members 
Entering Unmasked Estep 
Score: -30156390.000000 Penalty: 4095.458252
	Iteration 72Q: 3 clusters Score -3.015639e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 206836 members 
Entering Unmasked Estep 
Score: -30156402.000000 Penalty: 4095.458252
	Iteration 73Q: 3 clusters Score -3.01564e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 206257 members 
Entering Unmasked Estep 
Score: -30156536.000000 Penalty: 4095.458252
	Iteration 74Q: 3 clusters Score -3.015654e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91276 members 
Mstep: Class 2 contains 205701 members 
Entering Unmasked Estep 
Score: -30156522.000000 Penalty: 4095.458252
	Iteration 75Q: 3 clusters Score -3.015652e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 205140 members 
Entering Unmasked Estep 
Score: -30156534.000000 Penalty: 4095.458252
	Iteration 76Q: 3 clusters Score -3.015653e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92393 members 
Mstep: Class 2 contains 204584 members 
Entering Unmasked Estep 
Score: -30156494.000000 Penalty: 4095.458252
	Iteration 77Q: 3 clusters Score -3.015649e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 204022 members 
Entering Unmasked Estep 
Score: -30156516.000000 Penalty: 4095.458252
	Iteration 78Q: 3 clusters Score -3.015652e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 203500 members 
Entering Unmasked Estep 
Score: -30156572.000000 Penalty: 4095.458252
	Iteration 79Q: 3 clusters Score -3.015657e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 202981 members 
Entering Unmasked Estep 
Score: -30156528.000000 Penalty: 4095.458252
	Iteration 80F: 3 clusters Score -3.015653e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94500 members 
Mstep: Class 2 contains 202477 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3.015643e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94977 members 
Mstep: Class 2 contains 202000 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3.015642e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 201553 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3.015638e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 201114 members 
Entering Unmasked Estep 
Score: -30156356.000000 Penalty: 4095.458252
	Iteration 84Q: 3 clusters Score -3.015636e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 200670 members 
Entering Unmasked Estep 
Score: -30156274.000000 Penalty: 4095.458252
	Iteration 85Q: 3 clusters Score -3.015627e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 200258 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3.015628e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 199855 members 
Entering Unmasked Estep 
Score: -30156292.000000 Penalty: 4095.458252
	Iteration 87Q: 3 clusters Score -3.015629e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97470 members 
Mstep: Class 2 contains 199507 members 
Entering Unmasked Estep 
Score: -30156222.000000 Penalty: 4095.458252
	Iteration 88Q: 3 clusters Score -3.015622e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 199186 members 
Entering Unmasked Estep 
Score: -30156216.000000 Penalty: 4095.458252
	Iteration 89Q: 3 clusters Score -3.015622e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 198866 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3.015619e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 198560 members 
Entering Unmasked Estep 
Score: -30156168.000000 Penalty: 4095.458252
	Iteration 91Q: 3 clusters Score -3.015617e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 198294 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3.015623e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 198059 members 
Entering Unmasked Estep 
Score: -30156184.000000 Penalty: 4095.458252
	Iteration 93Q: 3 clusters Score -3.015618e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 197864 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3.015617e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 197700 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3.015613e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 197558 members 
Entering Unmasked Estep 
Score: -30156126.000000 Penalty: 4095.458252
	Iteration 96Q: 3 clusters Score -3.015613e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99548 members 
Mstep: Class 2 contains 197429 members 
Entering Unmasked Estep 
Score: -30156124.000000 Penalty: 4095.458252
	Iteration 97Q: 3 clusters Score -3.015612e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 197295 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3.015613e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99797 members 
Mstep: Class 2 contains 197180 members 
Entering Unmasked Estep 
Score: -30156116.000000 Penalty: 4095.458252
	Iteration 99Q: 3 clusters Score -3.015612e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 197060 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3.015609e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 196940 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3.015611e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 196817 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3.015609e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 196705 members 
Entering Unmasked Estep 
Score: -30156122.000000 Penalty: 4095.458252
	Iteration 103Q: 3 clusters Score -3.015612e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100391 members 
Mstep: Class 2 contains 196586 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3.015606e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100525 members 
Mstep: Class 2 contains 196452 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3.015606e+07 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 196324 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.015607e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 196189 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3.015607e+07 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100931 members 
Mstep: Class 2 contains 196046 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3.015607e+07 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 195909 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3.015608e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 195773 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3.015607e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 195650 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3.015606e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 195565 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.015604e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 195467 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3.015606e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 195356 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3.015602e+07 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 195260 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3.015608e+07 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 2 contains 195184 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.015604e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 195087 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.015604e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 194999 members 
Entering Unmasked Estep 
Score: -30156080.000000 Penalty: 4095.458252
	Iteration 118Q: 3 clusters Score -3.015608e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 194908 members 
Entering Unmasked Estep 
Score: -30156038.000000 Penalty: 4095.458252
	Iteration 119Q: 3 clusters Score -3.015604e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 194833 members 
Entering Unmasked Estep 
Score: -30156022.000000 Penalty: 4095.458252
	Iteration 120F: 3 clusters Score -3.015602e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 194771 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3.015602e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 194725 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3.015603e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 194678 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3.015603e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 194638 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.015605e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 194602 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3.015606e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 194574 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3.015604e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 194553 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3.015604e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 194525 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3.015602e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 194494 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.015602e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194462 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3.015601e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194442 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3.0156e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194420 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3.015601e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194400 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3.015601e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194387 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3.015603e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 194373 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3.015601e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194360 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3.015602e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102628 members 
Mstep: Class 2 contains 194349 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3.015602e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 194340 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.015602e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 194332 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3.0156e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194325 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3.0156e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194322 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3.015602e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194316 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3.015602e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194312 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3.015601e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194310 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3.015601e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102671 members 
Mstep: Class 2 contains 194306 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3.015603e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102673 members 
Mstep: Class 2 contains 194304 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3.015603e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194300 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3.015603e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 194296 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.015603e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194293 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.015604e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194289 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.015603e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194288 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3.015603e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194287 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3.015602e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194285 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3.015602e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194284 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3.015602e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194283 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3.015601e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194282 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.015602e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194280 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3.015602e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194278 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3.015602e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194275 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3.015602e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194269 members 
Entering Unmasked Estep 
Score: -30156016.000000 Penalty: 4095.458252
	Iteration 160F: 3 clusters Score -3.015602e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194266 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3.015601e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194266 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3.015601e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194263 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3.015601e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194258 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3.0156e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194255 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.015601e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194252 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.015602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 194249 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3.015602e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194244 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3.015601e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194238 members 
Entering Unmasked Estep 
Score: -30156020.000000 Penalty: 4095.458252
	Iteration 169Q: 3 clusters Score -3.015602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 194235 members 
Entering Unmasked Estep 
Score: -30156018.000000 Penalty: 4095.458252
	Iteration 170Q: 3 clusters Score -3.015602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 194231 members 
Entering Unmasked Estep 
Score: -30156010.000000 Penalty: 4095.458252
	Iteration 171Q: 3 clusters Score -3.015601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 194229 members 
Entering Unmasked Estep 
Score: -30156008.000000 Penalty: 4095.458252
	Iteration 172Q: 3 clusters Score -3.015601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 194227 members 
Entering Unmasked Estep 
Score: -30156014.000000 Penalty: 4095.458252
	Iteration 173Q: 3 clusters Score -3.015601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 194222 members 
Entering Unmasked Estep 
Score: -30156008.000000 Penalty: 4095.458252
	Iteration 174Q: 3 clusters Score -3.015601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 194218 members 
Entering Unmasked Estep 
Score: -30156008.000000 Penalty: 4095.458252
	Iteration 175Q: 3 clusters Score -3.015601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 194216 members 
Entering Unmasked Estep 
Score: -30156006.000000 Penalty: 4095.458252
	Iteration 176Q: 3 clusters Score -3.015601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 194216 members 
Entering Unmasked Estep 
Score: -30156006.000000 Penalty: 4095.458252
	Iteration 177F: 3 clusters Score -3.015601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -392593.750000 Penalty: 1335.902954
	Iteration 0F: 2 clusters Score -392593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -389443.625000 Penalty: 2671.805908
	Iteration 0F: 3 clusters Score -389443.6 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -390226.843750 Penalty: 2671.805908
	Iteration 1F: 3 clusters Score -390226.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -390354.093750 Penalty: 2671.805908
	Iteration 2F: 3 clusters Score -390354.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -390431.281250 Penalty: 2671.805908
	Iteration 3Q: 3 clusters Score -390431.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -390484.906250 Penalty: 2671.805908
	Iteration 4Q: 3 clusters Score -390484.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -390526.406250 Penalty: 2671.805908
	Iteration 5Q: 3 clusters Score -390526.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -390555.562500 Penalty: 2671.805908
	Iteration 6Q: 3 clusters Score -390555.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -390582.968750 Penalty: 2671.805908
	Iteration 7Q: 3 clusters Score -390583 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -390605.718750 Penalty: 2671.805908
	Iteration 8Q: 3 clusters Score -390605.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -390623.937500 Penalty: 2671.805908
	Iteration 9Q: 3 clusters Score -390623.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -390637.375000 Penalty: 2671.805908
	Iteration 10Q: 3 clusters Score -390637.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -390650.500000 Penalty: 2671.805908
	Iteration 11Q: 3 clusters Score -390650.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -390658.812500 Penalty: 2671.805908
	Iteration 12Q: 3 clusters Score -390658.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -390670.437500 Penalty: 2671.805908
	Iteration 13Q: 3 clusters Score -390670.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -390682.156250 Penalty: 2671.805908
	Iteration 14Q: 3 clusters Score -390682.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -390695.875000 Penalty: 2671.805908
	Iteration 15Q: 3 clusters Score -390695.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -390709.812500 Penalty: 2671.805908
	Iteration 16Q: 3 clusters Score -390709.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -390724.250000 Penalty: 2671.805908
	Iteration 17Q: 3 clusters Score -390724.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -390735.968750 Penalty: 2671.805908
	Iteration 18Q: 3 clusters Score -390736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -390748.812500 Penalty: 2671.805908
	Iteration 19Q: 3 clusters Score -390748.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -390762.625000 Penalty: 2671.805908
	Iteration 20F: 3 clusters Score -390762.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -390777.843750 Penalty: 2671.805908
	Iteration 21Q: 3 clusters Score -390777.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -390793.500000 Penalty: 2671.805908
	Iteration 22Q: 3 clusters Score -390793.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -390808.625000 Penalty: 2671.805908
	Iteration 23Q: 3 clusters Score -390808.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -390829.375000 Penalty: 2671.805908
	Iteration 24Q: 3 clusters Score -390829.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -390845.062500 Penalty: 2671.805908
	Iteration 25Q: 3 clusters Score -390845.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -390861.093750 Penalty: 2671.805908
	Iteration 26Q: 3 clusters Score -390861.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -390880.093750 Penalty: 2671.805908
	Iteration 27Q: 3 clusters Score -390880.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -390899.375000 Penalty: 2671.805908
	Iteration 28Q: 3 clusters Score -390899.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -390918.843750 Penalty: 2671.805908
	Iteration 29Q: 3 clusters Score -390918.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -390938.375000 Penalty: 2671.805908
	Iteration 30Q: 3 clusters Score -390938.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -390956.406250 Penalty: 2671.805908
	Iteration 31Q: 3 clusters Score -390956.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -390978.343750 Penalty: 2671.805908
	Iteration 32Q: 3 clusters Score -390978.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -390998.843750 Penalty: 2671.805908
	Iteration 33Q: 3 clusters Score -390998.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -391022.312500 Penalty: 2671.805908
	Iteration 34Q: 3 clusters Score -391022.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -391050.437500 Penalty: 2671.805908
	Iteration 35Q: 3 clusters Score -391050.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -391078.437500 Penalty: 2671.805908
	Iteration 36Q: 3 clusters Score -391078.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -391101.031250 Penalty: 2671.805908
	Iteration 37Q: 3 clusters Score -391101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -391130.531250 Penalty: 2671.805908
	Iteration 38Q: 3 clusters Score -391130.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -391155.937500 Penalty: 2671.805908
	Iteration 39Q: 3 clusters Score -391155.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -391181.187500 Penalty: 2671.805908
	Iteration 40F: 3 clusters Score -391181.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -391201.093750 Penalty: 2671.805908
	Iteration 41Q: 3 clusters Score -391201.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -391219.968750 Penalty: 2671.805908
	Iteration 42Q: 3 clusters Score -391220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -391236.718750 Penalty: 2671.805908
	Iteration 43Q: 3 clusters Score -391236.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -391254.031250 Penalty: 2671.805908
	Iteration 44Q: 3 clusters Score -391254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -391276.406250 Penalty: 2671.805908
	Iteration 45Q: 3 clusters Score -391276.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -391302.250000 Penalty: 2671.805908
	Iteration 46Q: 3 clusters Score -391302.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -391325.187500 Penalty: 2671.805908
	Iteration 47Q: 3 clusters Score -391325.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -391347.281250 Penalty: 2671.805908
	Iteration 48Q: 3 clusters Score -391347.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -391373.750000 Penalty: 2671.805908
	Iteration 49Q: 3 clusters Score -391373.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -391388.500000 Penalty: 2671.805908
	Iteration 50Q: 3 clusters Score -391388.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -391401.062500 Penalty: 2671.805908
	Iteration 51Q: 3 clusters Score -391401.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -391418.875000 Penalty: 2671.805908
	Iteration 52Q: 3 clusters Score -391418.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -391433.656250 Penalty: 2671.805908
	Iteration 53Q: 3 clusters Score -391433.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -391440.968750 Penalty: 2671.805908
	Iteration 54Q: 3 clusters Score -391441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -391447.343750 Penalty: 2671.805908
	Iteration 55Q: 3 clusters Score -391447.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -391450.812500 Penalty: 2671.805908
	Iteration 56Q: 3 clusters Score -391450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -391452.437500 Penalty: 2671.805908
	Iteration 57Q: 3 clusters Score -391452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -391457.500000 Penalty: 2671.805908
	Iteration 58Q: 3 clusters Score -391457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -391459.531250 Penalty: 2671.805908
	Iteration 59Q: 3 clusters Score -391459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -391461.625000 Penalty: 2671.805908
	Iteration 60F: 3 clusters Score -391461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -391462.093750 Penalty: 2671.805908
	Iteration 61Q: 3 clusters Score -391462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -391463.687500 Penalty: 2671.805908
	Iteration 62Q: 3 clusters Score -391463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -391464.687500 Penalty: 2671.805908
	Iteration 63Q: 3 clusters Score -391464.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -391466.812500 Penalty: 2671.805908
	Iteration 64Q: 3 clusters Score -391466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -391466.812500 Penalty: 2671.805908
	Iteration 65F: 3 clusters Score -391466.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Entering Unmasked Estep 
Score: -4676035.000000 Penalty: 1742.577515
	Iteration 0F: 2 clusters Score -4676035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -4645652.000000 Penalty: 3485.155029
	Iteration 0F: 3 clusters Score -4645652 nChanged 21085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -4657744.500000 Penalty: 3485.155029
	Iteration 1F: 3 clusters Score -4657744 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -4658435.500000 Penalty: 3485.155029
	Iteration 2Q: 3 clusters Score -4658436 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -4659395.500000 Penalty: 3485.155029
	Iteration 3Q: 3 clusters Score -4659396 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -4660777.500000 Penalty: 3485.155029
	Iteration 4F: 3 clusters Score -4660778 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -4662571.500000 Penalty: 3485.155029
	Iteration 5F: 3 clusters Score -4662572 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -4664987.000000 Penalty: 3485.155029
	Iteration 6F: 3 clusters Score -4664987 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4667784.500000 Penalty: 3485.155029
	Iteration 7F: 3 clusters Score -4667784 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4670039.500000 Penalty: 3485.155029
	Iteration 8F: 3 clusters Score -4670040 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4671154.000000 Penalty: 3485.155029
	Iteration 9Q: 3 clusters Score -4671154 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4671659.000000 Penalty: 3485.155029
	Iteration 10Q: 3 clusters Score -4671659 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -4671929.500000 Penalty: 3485.155029
	Iteration 11Q: 3 clusters Score -4671930 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4672163.500000 Penalty: 3485.155029
	Iteration 12Q: 3 clusters Score -4672164 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4672338.000000 Penalty: 3485.155029
	Iteration 13Q: 3 clusters Score -4672338 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4672497.500000 Penalty: 3485.155029
	Iteration 14Q: 3 clusters Score -4672498 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4672640.500000 Penalty: 3485.155029
	Iteration 15Q: 3 clusters Score -4672640 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -4672786.000000 Penalty: 3485.155029
	Iteration 16Q: 3 clusters Score -4672786 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4672917.500000 Penalty: 3485.155029
	Iteration 17Q: 3 clusters Score -4672918 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -4673023.000000 Penalty: 3485.155029
	Iteration 18Q: 3 clusters Score -4673023 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -4673094.000000 Penalty: 3485.155029
	Iteration 19Q: 3 clusters Score -4673094 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -4673173.000000 Penalty: 3485.155029
	Iteration 20F: 3 clusters Score -4673173 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -4673272.500000 Penalty: 3485.155029
	Iteration 21Q: 3 clusters Score -4673272 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -4673373.000000 Penalty: 3485.155029
	Iteration 22Q: 3 clusters Score -4673373 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4673507.500000 Penalty: 3485.155029
	Iteration 23Q: 3 clusters Score -4673508 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -4673608.000000 Penalty: 3485.155029
	Iteration 24Q: 3 clusters Score -4673608 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4673751.000000 Penalty: 3485.155029
	Iteration 25Q: 3 clusters Score -4673751 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -4673857.000000 Penalty: 3485.155029
	Iteration 26Q: 3 clusters Score -4673857 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -4674008.000000 Penalty: 3485.155029
	Iteration 27Q: 3 clusters Score -4674008 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -4674112.500000 Penalty: 3485.155029
	Iteration 28Q: 3 clusters Score -4674112 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -4674215.000000 Penalty: 3485.155029
	Iteration 29Q: 3 clusters Score -4674215 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -4674311.500000 Penalty: 3485.155029
	Iteration 30Q: 3 clusters Score -4674312 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -4674386.000000 Penalty: 3485.155029
	Iteration 31Q: 3 clusters Score -4674386 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -4674448.000000 Penalty: 3485.155029
	Iteration 32Q: 3 clusters Score -4674448 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -4674494.500000 Penalty: 3485.155029
	Iteration 33Q: 3 clusters Score -4674494 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -4674538.000000 Penalty: 3485.155029
	Iteration 34Q: 3 clusters Score -4674538 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -4674591.500000 Penalty: 3485.155029
	Iteration 35Q: 3 clusters Score -4674592 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -4674632.500000 Penalty: 3485.155029
	Iteration 36Q: 3 clusters Score -4674632 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -4674678.000000 Penalty: 3485.155029
	Iteration 37Q: 3 clusters Score -4674678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -4674715.000000 Penalty: 3485.155029
	Iteration 38Q: 3 clusters Score -4674715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -4674733.500000 Penalty: 3485.155029
	Iteration 39Q: 3 clusters Score -4674734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -4674765.000000 Penalty: 3485.155029
	Iteration 40F: 3 clusters Score -4674765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -4674772.500000 Penalty: 3485.155029
	Iteration 41Q: 3 clusters Score -4674772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -4674792.000000 Penalty: 3485.155029
	Iteration 42Q: 3 clusters Score -4674792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -4674804.000000 Penalty: 3485.155029
	Iteration 43Q: 3 clusters Score -4674804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -4674808.000000 Penalty: 3485.155029
	Iteration 44Q: 3 clusters Score -4674808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -4674808.000000 Penalty: 3485.155029
	Iteration 45Q: 3 clusters Score -4674808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -4674817.000000 Penalty: 3485.155029
	Iteration 46Q: 3 clusters Score -4674817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -4674823.500000 Penalty: 3485.155029
	Iteration 47Q: 3 clusters Score -4674824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -4674825.000000 Penalty: 3485.155029
	Iteration 48Q: 3 clusters Score -4674825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -4674839.500000 Penalty: 3485.155029
	Iteration 49Q: 3 clusters Score -4674840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -4674847.000000 Penalty: 3485.155029
	Iteration 50Q: 3 clusters Score -4674847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -4674850.500000 Penalty: 3485.155029
	Iteration 51Q: 3 clusters Score -4674850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -4674860.000000 Penalty: 3485.155029
	Iteration 52Q: 3 clusters Score -4674860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -4674865.000000 Penalty: 3485.155029
	Iteration 53Q: 3 clusters Score -4674865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -4674861.000000 Penalty: 3485.155029
	Iteration 54Q: 3 clusters Score -4674861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -4674871.000000 Penalty: 3485.155029
	Iteration 55Q: 3 clusters Score -4674871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -4674874.000000 Penalty: 3485.155029
	Iteration 56Q: 3 clusters Score -4674874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -4674886.000000 Penalty: 3485.155029
	Iteration 57Q: 3 clusters Score -4674886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -4674889.500000 Penalty: 3485.155029
	Iteration 58Q: 3 clusters Score -4674890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -4674895.500000 Penalty: 3485.155029
	Iteration 59Q: 3 clusters Score -4674896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -4674898.500000 Penalty: 3485.155029
	Iteration 60F: 3 clusters Score -4674898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -4674894.500000 Penalty: 3485.155029
	Iteration 61Q: 3 clusters Score -4674894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -4674901.000000 Penalty: 3485.155029
	Iteration 62Q: 3 clusters Score -4674901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -4674896.000000 Penalty: 3485.155029
	Iteration 63Q: 3 clusters Score -4674896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -4674896.500000 Penalty: 3485.155029
	Iteration 64Q: 3 clusters Score -4674896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -4674902.500000 Penalty: 3485.155029
	Iteration 65Q: 3 clusters Score -4674902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -4674905.500000 Penalty: 3485.155029
	Iteration 66Q: 3 clusters Score -4674906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -4674907.000000 Penalty: 3485.155029
	Iteration 67Q: 3 clusters Score -4674907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -4674899.000000 Penalty: 3485.155029
	Iteration 68Q: 3 clusters Score -4674899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -4674903.500000 Penalty: 3485.155029
	Iteration 69Q: 3 clusters Score -4674904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -4674901.000000 Penalty: 3485.155029
	Iteration 70Q: 3 clusters Score -4674901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -4674904.500000 Penalty: 3485.155029
	Iteration 71Q: 3 clusters Score -4674904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -4674909.000000 Penalty: 3485.155029
	Iteration 72Q: 3 clusters Score -4674909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -4674911.500000 Penalty: 3485.155029
	Iteration 73Q: 3 clusters Score -4674912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -4674911.000000 Penalty: 3485.155029
	Iteration 74Q: 3 clusters Score -4674911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -4674906.500000 Penalty: 3485.155029
	Iteration 75Q: 3 clusters Score -4674906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -4674906.500000 Penalty: 3485.155029
	Iteration 76F: 3 clusters Score -4674906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Entering Unmasked Estep 
Score: -530887.187500 Penalty: 1400.914551
	Iteration 0F: 2 clusters Score -530887.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -526562.937500 Penalty: 2801.829102
	Iteration 0F: 3 clusters Score -526562.9 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -528170.875000 Penalty: 2801.829102
	Iteration 1F: 3 clusters Score -528170.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -528721.937500 Penalty: 2801.829102
	Iteration 2F: 3 clusters Score -528721.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -529185.687500 Penalty: 2801.829102
	Iteration 3F: 3 clusters Score -529185.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -529570.375000 Penalty: 2801.829102
	Iteration 4F: 3 clusters Score -529570.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -529882.187500 Penalty: 2801.829102
	Iteration 5F: 3 clusters Score -529882.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -530118.125000 Penalty: 2801.829102
	Iteration 6F: 3 clusters Score -530118.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -530297.000000 Penalty: 2801.829102
	Iteration 7Q: 3 clusters Score -530297 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -530416.312500 Penalty: 2801.829102
	Iteration 8Q: 3 clusters Score -530416.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -530513.625000 Penalty: 2801.829102
	Iteration 9Q: 3 clusters Score -530513.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -530596.812500 Penalty: 2801.829102
	Iteration 10Q: 3 clusters Score -530596.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -530668.375000 Penalty: 2801.829102
	Iteration 11Q: 3 clusters Score -530668.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -530715.500000 Penalty: 2801.829102
	Iteration 12Q: 3 clusters Score -530715.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -530739.000000 Penalty: 2801.829102
	Iteration 13Q: 3 clusters Score -530739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -530756.625000 Penalty: 2801.829102
	Iteration 14Q: 3 clusters Score -530756.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -530761.062500 Penalty: 2801.829102
	Iteration 15Q: 3 clusters Score -530761.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -530765.375000 Penalty: 2801.829102
	Iteration 16Q: 3 clusters Score -530765.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -530768.875000 Penalty: 2801.829102
	Iteration 17Q: 3 clusters Score -530768.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -530772.812500 Penalty: 2801.829102
	Iteration 18Q: 3 clusters Score -530772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -530773.500000 Penalty: 2801.829102
	Iteration 19Q: 3 clusters Score -530773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -530776.437500 Penalty: 2801.829102
	Iteration 20F: 3 clusters Score -530776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -530779.000000 Penalty: 2801.829102
	Iteration 21Q: 3 clusters Score -530779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -530780.875000 Penalty: 2801.829102
	Iteration 22Q: 3 clusters Score -530780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -530780.750000 Penalty: 2801.829102
	Iteration 23Q: 3 clusters Score -530780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -530780.750000 Penalty: 2801.829102
	Iteration 24F: 3 clusters Score -530780.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Entering Unmasked Estep 
Score: -7597981.000000 Penalty: 1821.165771
	Iteration 0F: 2 clusters Score -7597981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -7549044.500000 Penalty: 3642.331543
	Iteration 0F: 3 clusters Score -7549044 nChanged 34930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -7569382.000000 Penalty: 3642.331543
	Iteration 1F: 3 clusters Score -7569382 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -7570541.500000 Penalty: 3642.331543
	Iteration 2Q: 3 clusters Score -7570542 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -7572445.000000 Penalty: 3642.331543
	Iteration 3Q: 3 clusters Score -7572445 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -7575607.000000 Penalty: 3642.331543
	Iteration 4F: 3 clusters Score -7575607 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -7580224.500000 Penalty: 3642.331543
	Iteration 5F: 3 clusters Score -7580224 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -7585185.500000 Penalty: 3642.331543
	Iteration 6F: 3 clusters Score -7585186 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -7589173.000000 Penalty: 3642.331543
	Iteration 7F: 3 clusters Score -7589173 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -7591712.500000 Penalty: 3642.331543
	Iteration 8Q: 3 clusters Score -7591712 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -7593257.000000 Penalty: 3642.331543
	Iteration 9Q: 3 clusters Score -7593257 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 66858 members 
Entering Unmasked Estep 
Score: -7594257.000000 Penalty: 3642.331543
	Iteration 10Q: 3 clusters Score -7594257 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -7594926.000000 Penalty: 3642.331543
	Iteration 11Q: 3 clusters Score -7594926 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -7595488.500000 Penalty: 3642.331543
	Iteration 12Q: 3 clusters Score -7595488 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
Score: -7595894.500000 Penalty: 3642.331543
	Iteration 13Q: 3 clusters Score -7595894 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -7596196.000000 Penalty: 3642.331543
	Iteration 14Q: 3 clusters Score -7596196 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -7596350.000000 Penalty: 3642.331543
	Iteration 15Q: 3 clusters Score -7596350 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -7596458.500000 Penalty: 3642.331543
	Iteration 16Q: 3 clusters Score -7596458 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -7596554.500000 Penalty: 3642.331543
	Iteration 17Q: 3 clusters Score -7596554 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -7596621.000000 Penalty: 3642.331543
	Iteration 18Q: 3 clusters Score -7596621 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -7596683.000000 Penalty: 3642.331543
	Iteration 19Q: 3 clusters Score -7596683 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -7596715.000000 Penalty: 3642.331543
	Iteration 20F: 3 clusters Score -7596715 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -7596725.000000 Penalty: 3642.331543
	Iteration 21Q: 3 clusters Score -7596725 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -7596754.500000 Penalty: 3642.331543
	Iteration 22Q: 3 clusters Score -7596754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -7596766.000000 Penalty: 3642.331543
	Iteration 23Q: 3 clusters Score -7596766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -7596781.500000 Penalty: 3642.331543
	Iteration 24Q: 3 clusters Score -7596782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -7596775.500000 Penalty: 3642.331543
	Iteration 25Q: 3 clusters Score -7596776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -7596797.000000 Penalty: 3642.331543
	Iteration 26Q: 3 clusters Score -7596797 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -7596806.000000 Penalty: 3642.331543
	Iteration 27Q: 3 clusters Score -7596806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 71631 members 
Entering Unmasked Estep 
Score: -7596848.500000 Penalty: 3642.331543
	Iteration 28Q: 3 clusters Score -7596848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -7596869.500000 Penalty: 3642.331543
	Iteration 29Q: 3 clusters Score -7596870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -7596884.500000 Penalty: 3642.331543
	Iteration 30Q: 3 clusters Score -7596884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -7596891.500000 Penalty: 3642.331543
	Iteration 31Q: 3 clusters Score -7596892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
Score: -7596889.500000 Penalty: 3642.331543
	Iteration 32Q: 3 clusters Score -7596890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -7596895.500000 Penalty: 3642.331543
	Iteration 33Q: 3 clusters Score -7596896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -7596900.500000 Penalty: 3642.331543
	Iteration 34Q: 3 clusters Score -7596900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -7596899.000000 Penalty: 3642.331543
	Iteration 35Q: 3 clusters Score -7596899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -7596898.500000 Penalty: 3642.331543
	Iteration 36Q: 3 clusters Score -7596898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -7596894.000000 Penalty: 3642.331543
	Iteration 37Q: 3 clusters Score -7596894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -7596896.500000 Penalty: 3642.331543
	Iteration 38Q: 3 clusters Score -7596896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -7596898.000000 Penalty: 3642.331543
	Iteration 39Q: 3 clusters Score -7596898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -7596895.000000 Penalty: 3642.331543
	Iteration 40F: 3 clusters Score -7596895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -7596895.500000 Penalty: 3642.331543
	Iteration 41Q: 3 clusters Score -7596896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -7596901.000000 Penalty: 3642.331543
	Iteration 42Q: 3 clusters Score -7596901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -7596895.000000 Penalty: 3642.331543
	Iteration 43Q: 3 clusters Score -7596895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -7596891.500000 Penalty: 3642.331543
	Iteration 44Q: 3 clusters Score -7596892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -7596908.500000 Penalty: 3642.331543
	Iteration 45Q: 3 clusters Score -7596908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -7596902.500000 Penalty: 3642.331543
	Iteration 46Q: 3 clusters Score -7596902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -7596904.000000 Penalty: 3642.331543
	Iteration 47Q: 3 clusters Score -7596904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -7596898.000000 Penalty: 3642.331543
	Iteration 48Q: 3 clusters Score -7596898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -7596903.500000 Penalty: 3642.331543
	Iteration 49Q: 3 clusters Score -7596904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -7596909.000000 Penalty: 3642.331543
	Iteration 50Q: 3 clusters Score -7596909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -7596909.500000 Penalty: 3642.331543
	Iteration 51Q: 3 clusters Score -7596910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -7596906.500000 Penalty: 3642.331543
	Iteration 52Q: 3 clusters Score -7596906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -7596907.000000 Penalty: 3642.331543
	Iteration 53Q: 3 clusters Score -7596907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -7596907.500000 Penalty: 3642.331543
	Iteration 54Q: 3 clusters Score -7596908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -7596902.000000 Penalty: 3642.331543
	Iteration 55Q: 3 clusters Score -7596902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -7596906.000000 Penalty: 3642.331543
	Iteration 56Q: 3 clusters Score -7596906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -7596909.000000 Penalty: 3642.331543
	Iteration 57Q: 3 clusters Score -7596909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -7596906.500000 Penalty: 3642.331543
	Iteration 58Q: 3 clusters Score -7596906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -7596906.000000 Penalty: 3642.331543
	Iteration 59Q: 3 clusters Score -7596906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -7596906.000000 Penalty: 3642.331543
	Iteration 60F: 3 clusters Score -7596906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -152177.531250 Penalty: 1186.436523
	Iteration 0F: 2 clusters Score -152177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -150402.281250 Penalty: 2372.873047
	Iteration 0F: 3 clusters Score -150402.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150718.468750 Penalty: 2372.873047
	Iteration 1F: 3 clusters Score -150718.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -150802.609375 Penalty: 2372.873047
	Iteration 2F: 3 clusters Score -150802.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -150839.125000 Penalty: 2372.873047
	Iteration 3Q: 3 clusters Score -150839.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -150860.156250 Penalty: 2372.873047
	Iteration 4Q: 3 clusters Score -150860.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -150875.781250 Penalty: 2372.873047
	Iteration 5Q: 3 clusters Score -150875.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -150889.109375 Penalty: 2372.873047
	Iteration 6Q: 3 clusters Score -150889.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -150898.578125 Penalty: 2372.873047
	Iteration 7Q: 3 clusters Score -150898.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -150909.500000 Penalty: 2372.873047
	Iteration 8Q: 3 clusters Score -150909.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150916.203125 Penalty: 2372.873047
	Iteration 9Q: 3 clusters Score -150916.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -150920.812500 Penalty: 2372.873047
	Iteration 10Q: 3 clusters Score -150920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -150924.859375 Penalty: 2372.873047
	Iteration 11Q: 3 clusters Score -150924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -150928.875000 Penalty: 2372.873047
	Iteration 12Q: 3 clusters Score -150928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -150933.125000 Penalty: 2372.873047
	Iteration 13Q: 3 clusters Score -150933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -150938.281250 Penalty: 2372.873047
	Iteration 14Q: 3 clusters Score -150938.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -150943.203125 Penalty: 2372.873047
	Iteration 15Q: 3 clusters Score -150943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150944.453125 Penalty: 2372.873047
	Iteration 16Q: 3 clusters Score -150944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -150945.781250 Penalty: 2372.873047
	Iteration 17Q: 3 clusters Score -150945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150945.921875 Penalty: 2372.873047
	Iteration 18Q: 3 clusters Score -150945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -150946.250000 Penalty: 2372.873047
	Iteration 19Q: 3 clusters Score -150946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -150946.250000 Penalty: 2372.873047
	Iteration 20F: 3 clusters Score -150946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (322645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322645 members 
Entering Unmasked Estep 
Score: -32844964.000000 Penalty: 2061.199951
	Iteration 0F: 2 clusters Score -3.284496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161445 members 
Mstep: Class 2 contains 161200 members 
Entering Unmasked Estep 
Score: -32639448.000000 Penalty: 4122.399902
	Iteration 0F: 3 clusters Score -3.263945e+07 nChanged 157805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 154799 members 
Entering Unmasked Estep 
Score: -32734550.000000 Penalty: 4122.399902
	Iteration 1F: 3 clusters Score -3.273455e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 150042 members 
Entering Unmasked Estep 
Score: -32736548.000000 Penalty: 4122.399902
	Iteration 2Q: 3 clusters Score -3.273655e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179998 members 
Mstep: Class 2 contains 142647 members 
Entering Unmasked Estep 
Score: -32739484.000000 Penalty: 4122.399902
	Iteration 3Q: 3 clusters Score -3.273948e+07 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191261 members 
Mstep: Class 2 contains 131384 members 
Entering Unmasked Estep 
Score: -32745224.000000 Penalty: 4122.399902
	Iteration 4Q: 3 clusters Score -3.274522e+07 nChanged 17482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207579 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -32754288.000000 Penalty: 4122.399902
	Iteration 5F: 3 clusters Score -3.275429e+07 nChanged 22387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229446 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -32769298.000000 Penalty: 4122.399902
	Iteration 6F: 3 clusters Score -3.27693e+07 nChanged 25519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254739 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -32789996.000000 Penalty: 4122.399902
	Iteration 7F: 3 clusters Score -3.279e+07 nChanged 23840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278465 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -32811696.000000 Penalty: 4122.399902
	Iteration 8F: 3 clusters Score -3.28117e+07 nChanged 17755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296170 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -32830208.000000 Penalty: 4122.399902
	Iteration 9F: 3 clusters Score -3.283021e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307315 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -32839116.000000 Penalty: 4122.399902
	Iteration 10Q: 3 clusters Score -3.283912e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313430 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -32842018.000000 Penalty: 4122.399902
	Iteration 11Q: 3 clusters Score -3.284202e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316645 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -32842872.000000 Penalty: 4122.399902
	Iteration 12Q: 3 clusters Score -3.284287e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318376 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -32843598.000000 Penalty: 4122.399902
	Iteration 13Q: 3 clusters Score -3.28436e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319309 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -32844056.000000 Penalty: 4122.399902
	Iteration 14Q: 3 clusters Score -3.284406e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319801 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -32844524.000000 Penalty: 4122.399902
	Iteration 15Q: 3 clusters Score -3.284452e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320004 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -32844698.000000 Penalty: 4122.399902
	Iteration 16Q: 3 clusters Score -3.28447e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320083 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -32844960.000000 Penalty: 4122.399902
	Iteration 17Q: 3 clusters Score -3.284496e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320085 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -32845128.000000 Penalty: 4122.399902
	Iteration 18Q: 3 clusters Score -3.284513e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320067 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -32845276.000000 Penalty: 4122.399902
	Iteration 19Q: 3 clusters Score -3.284528e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320018 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -32845424.000000 Penalty: 4122.399902
	Iteration 20F: 3 clusters Score -3.284542e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319905 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -32845546.000000 Penalty: 4122.399902
	Iteration 21Q: 3 clusters Score -3.284555e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319780 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -32845608.000000 Penalty: 4122.399902
	Iteration 22Q: 3 clusters Score -3.284561e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319667 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -32845700.000000 Penalty: 4122.399902
	Iteration 23Q: 3 clusters Score -3.28457e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319585 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -32845796.000000 Penalty: 4122.399902
	Iteration 24Q: 3 clusters Score -3.28458e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319503 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -32845864.000000 Penalty: 4122.399902
	Iteration 25Q: 3 clusters Score -3.284586e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319420 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -32845926.000000 Penalty: 4122.399902
	Iteration 26Q: 3 clusters Score -3.284593e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319328 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -32846008.000000 Penalty: 4122.399902
	Iteration 27Q: 3 clusters Score -3.284601e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319254 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -32846052.000000 Penalty: 4122.399902
	Iteration 28Q: 3 clusters Score -3.284605e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319183 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -32846048.000000 Penalty: 4122.399902
	Iteration 29Q: 3 clusters Score -3.284605e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319110 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -32846144.000000 Penalty: 4122.399902
	Iteration 30Q: 3 clusters Score -3.284614e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319032 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -32846134.000000 Penalty: 4122.399902
	Iteration 31Q: 3 clusters Score -3.284613e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318962 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -32846234.000000 Penalty: 4122.399902
	Iteration 32Q: 3 clusters Score -3.284623e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318885 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -32846252.000000 Penalty: 4122.399902
	Iteration 33Q: 3 clusters Score -3.284625e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318808 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -32846242.000000 Penalty: 4122.399902
	Iteration 34Q: 3 clusters Score -3.284624e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318756 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -32846272.000000 Penalty: 4122.399902
	Iteration 35Q: 3 clusters Score -3.284627e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318706 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -32846258.000000 Penalty: 4122.399902
	Iteration 36Q: 3 clusters Score -3.284626e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318667 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -32846282.000000 Penalty: 4122.399902
	Iteration 37Q: 3 clusters Score -3.284628e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318630 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -32846310.000000 Penalty: 4122.399902
	Iteration 38Q: 3 clusters Score -3.284631e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318598 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -32846308.000000 Penalty: 4122.399902
	Iteration 39Q: 3 clusters Score -3.284631e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318578 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -32846352.000000 Penalty: 4122.399902
	Iteration 40F: 3 clusters Score -3.284635e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318502 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -32846416.000000 Penalty: 4122.399902
	Iteration 41Q: 3 clusters Score -3.284642e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318433 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -32846478.000000 Penalty: 4122.399902
	Iteration 42Q: 3 clusters Score -3.284648e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318368 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -32846492.000000 Penalty: 4122.399902
	Iteration 43Q: 3 clusters Score -3.284649e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318310 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -32846528.000000 Penalty: 4122.399902
	Iteration 44Q: 3 clusters Score -3.284653e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318226 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -32846624.000000 Penalty: 4122.399902
	Iteration 45Q: 3 clusters Score -3.284662e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318117 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -32846668.000000 Penalty: 4122.399902
	Iteration 46Q: 3 clusters Score -3.284667e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317997 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -32846760.000000 Penalty: 4122.399902
	Iteration 47Q: 3 clusters Score -3.284676e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317842 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -32846944.000000 Penalty: 4122.399902
	Iteration 48Q: 3 clusters Score -3.284694e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317682 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -32847102.000000 Penalty: 4122.399902
	Iteration 49Q: 3 clusters Score -3.28471e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317510 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -32847266.000000 Penalty: 4122.399902
	Iteration 50Q: 3 clusters Score -3.284727e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317339 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -32847302.000000 Penalty: 4122.399902
	Iteration 51Q: 3 clusters Score -3.28473e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317196 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -32847376.000000 Penalty: 4122.399902
	Iteration 52Q: 3 clusters Score -3.284738e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317069 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -32847498.000000 Penalty: 4122.399902
	Iteration 53Q: 3 clusters Score -3.28475e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316954 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -32847628.000000 Penalty: 4122.399902
	Iteration 54Q: 3 clusters Score -3.284763e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316859 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -32847690.000000 Penalty: 4122.399902
	Iteration 55Q: 3 clusters Score -3.284769e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316785 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -32847720.000000 Penalty: 4122.399902
	Iteration 56Q: 3 clusters Score -3.284772e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316731 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -32847700.000000 Penalty: 4122.399902
	Iteration 57Q: 3 clusters Score -3.28477e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316679 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -32847770.000000 Penalty: 4122.399902
	Iteration 58Q: 3 clusters Score -3.284777e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316637 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -32847800.000000 Penalty: 4122.399902
	Iteration 59Q: 3 clusters Score -3.28478e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316586 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -32847854.000000 Penalty: 4122.399902
	Iteration 60F: 3 clusters Score -3.284785e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316481 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -32847954.000000 Penalty: 4122.399902
	Iteration 61Q: 3 clusters Score -3.284795e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316376 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -32848026.000000 Penalty: 4122.399902
	Iteration 62Q: 3 clusters Score -3.284803e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316278 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -32848108.000000 Penalty: 4122.399902
	Iteration 63Q: 3 clusters Score -3.284811e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316163 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -32848148.000000 Penalty: 4122.399902
	Iteration 64Q: 3 clusters Score -3.284815e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316054 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -32848196.000000 Penalty: 4122.399902
	Iteration 65Q: 3 clusters Score -3.28482e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315949 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -32848252.000000 Penalty: 4122.399902
	Iteration 66Q: 3 clusters Score -3.284825e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315849 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -32848344.000000 Penalty: 4122.399902
	Iteration 67Q: 3 clusters Score -3.284834e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315762 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -32848432.000000 Penalty: 4122.399902
	Iteration 68Q: 3 clusters Score -3.284843e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315682 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -32848492.000000 Penalty: 4122.399902
	Iteration 69Q: 3 clusters Score -3.284849e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315598 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -32848518.000000 Penalty: 4122.399902
	Iteration 70Q: 3 clusters Score -3.284852e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315513 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -32848576.000000 Penalty: 4122.399902
	Iteration 71Q: 3 clusters Score -3.284858e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315426 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -32848666.000000 Penalty: 4122.399902
	Iteration 72Q: 3 clusters Score -3.284867e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315343 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -32848718.000000 Penalty: 4122.399902
	Iteration 73Q: 3 clusters Score -3.284872e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315273 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -32848768.000000 Penalty: 4122.399902
	Iteration 74Q: 3 clusters Score -3.284877e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315187 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -32848822.000000 Penalty: 4122.399902
	Iteration 75Q: 3 clusters Score -3.284882e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315113 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -32848912.000000 Penalty: 4122.399902
	Iteration 76Q: 3 clusters Score -3.284891e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315037 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -32849034.000000 Penalty: 4122.399902
	Iteration 77Q: 3 clusters Score -3.284903e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314966 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -32849042.000000 Penalty: 4122.399902
	Iteration 78Q: 3 clusters Score -3.284904e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314918 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -32849086.000000 Penalty: 4122.399902
	Iteration 79Q: 3 clusters Score -3.284909e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314870 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -32849136.000000 Penalty: 4122.399902
	Iteration 80F: 3 clusters Score -3.284914e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314825 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -32849192.000000 Penalty: 4122.399902
	Iteration 81Q: 3 clusters Score -3.284919e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314768 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -32849216.000000 Penalty: 4122.399902
	Iteration 82Q: 3 clusters Score -3.284922e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314711 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -32849224.000000 Penalty: 4122.399902
	Iteration 83Q: 3 clusters Score -3.284922e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314654 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -32849260.000000 Penalty: 4122.399902
	Iteration 84Q: 3 clusters Score -3.284926e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314604 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -32849296.000000 Penalty: 4122.399902
	Iteration 85Q: 3 clusters Score -3.28493e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314563 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -32849388.000000 Penalty: 4122.399902
	Iteration 86Q: 3 clusters Score -3.284939e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314531 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -32849406.000000 Penalty: 4122.399902
	Iteration 87Q: 3 clusters Score -3.284941e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314494 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -32849424.000000 Penalty: 4122.399902
	Iteration 88Q: 3 clusters Score -3.284942e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314451 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -32849432.000000 Penalty: 4122.399902
	Iteration 89Q: 3 clusters Score -3.284943e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314414 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -32849498.000000 Penalty: 4122.399902
	Iteration 90Q: 3 clusters Score -3.28495e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314370 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -32849526.000000 Penalty: 4122.399902
	Iteration 91Q: 3 clusters Score -3.284953e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314329 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -32849496.000000 Penalty: 4122.399902
	Iteration 92Q: 3 clusters Score -3.28495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314298 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -32849556.000000 Penalty: 4122.399902
	Iteration 93Q: 3 clusters Score -3.284956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314272 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -32849562.000000 Penalty: 4122.399902
	Iteration 94Q: 3 clusters Score -3.284956e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314247 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -32849556.000000 Penalty: 4122.399902
	Iteration 95Q: 3 clusters Score -3.284956e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314225 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -32849562.000000 Penalty: 4122.399902
	Iteration 96Q: 3 clusters Score -3.284956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314200 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -32849588.000000 Penalty: 4122.399902
	Iteration 97Q: 3 clusters Score -3.284959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314176 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -32849564.000000 Penalty: 4122.399902
	Iteration 98Q: 3 clusters Score -3.284956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314157 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -32849590.000000 Penalty: 4122.399902
	Iteration 99Q: 3 clusters Score -3.284959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314143 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -32849588.000000 Penalty: 4122.399902
	Iteration 100F: 3 clusters Score -3.284959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314131 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -32849588.000000 Penalty: 4122.399902
	Iteration 101Q: 3 clusters Score -3.284959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314119 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -32849596.000000 Penalty: 4122.399902
	Iteration 102Q: 3 clusters Score -3.28496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314108 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -32849622.000000 Penalty: 4122.399902
	Iteration 103Q: 3 clusters Score -3.284962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314091 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -32849650.000000 Penalty: 4122.399902
	Iteration 104Q: 3 clusters Score -3.284965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314077 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -32849664.000000 Penalty: 4122.399902
	Iteration 105Q: 3 clusters Score -3.284966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314064 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -32849660.000000 Penalty: 4122.399902
	Iteration 106Q: 3 clusters Score -3.284966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314054 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -32849662.000000 Penalty: 4122.399902
	Iteration 107Q: 3 clusters Score -3.284966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314041 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -32849680.000000 Penalty: 4122.399902
	Iteration 108Q: 3 clusters Score -3.284968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314025 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -32849672.000000 Penalty: 4122.399902
	Iteration 109Q: 3 clusters Score -3.284967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314013 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -32849694.000000 Penalty: 4122.399902
	Iteration 110Q: 3 clusters Score -3.284969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313995 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -32849716.000000 Penalty: 4122.399902
	Iteration 111Q: 3 clusters Score -3.284972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313984 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -32849728.000000 Penalty: 4122.399902
	Iteration 112Q: 3 clusters Score -3.284973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313975 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -32849746.000000 Penalty: 4122.399902
	Iteration 113Q: 3 clusters Score -3.284975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313971 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -32849724.000000 Penalty: 4122.399902
	Iteration 114Q: 3 clusters Score -3.284972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313966 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -32849732.000000 Penalty: 4122.399902
	Iteration 115Q: 3 clusters Score -3.284973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313956 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -32849724.000000 Penalty: 4122.399902
	Iteration 116Q: 3 clusters Score -3.284972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313946 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -32849704.000000 Penalty: 4122.399902
	Iteration 117Q: 3 clusters Score -3.28497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313940 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -32849706.000000 Penalty: 4122.399902
	Iteration 118Q: 3 clusters Score -3.284971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313931 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -32849706.000000 Penalty: 4122.399902
	Iteration 119Q: 3 clusters Score -3.284971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313921 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -32849724.000000 Penalty: 4122.399902
	Iteration 120F: 3 clusters Score -3.284972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313910 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -32849734.000000 Penalty: 4122.399902
	Iteration 121Q: 3 clusters Score -3.284973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313906 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -32849738.000000 Penalty: 4122.399902
	Iteration 122Q: 3 clusters Score -3.284974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313895 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -32849748.000000 Penalty: 4122.399902
	Iteration 123Q: 3 clusters Score -3.284975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313883 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -32849766.000000 Penalty: 4122.399902
	Iteration 124Q: 3 clusters Score -3.284977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313879 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -32849760.000000 Penalty: 4122.399902
	Iteration 125Q: 3 clusters Score -3.284976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313873 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -32849752.000000 Penalty: 4122.399902
	Iteration 126Q: 3 clusters Score -3.284975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313866 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -32849736.000000 Penalty: 4122.399902
	Iteration 127Q: 3 clusters Score -3.284974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313866 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -32849736.000000 Penalty: 4122.399902
	Iteration 128Q: 3 clusters Score -3.284974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313865 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -32849736.000000 Penalty: 4122.399902
	Iteration 129Q: 3 clusters Score -3.284974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313866 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -32849736.000000 Penalty: 4122.399902
	Iteration 130Q: 3 clusters Score -3.284974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313868 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -32849738.000000 Penalty: 4122.399902
	Iteration 131Q: 3 clusters Score -3.284974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313868 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -32849742.000000 Penalty: 4122.399902
	Iteration 132Q: 3 clusters Score -3.284974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313868 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -32849752.000000 Penalty: 4122.399902
	Iteration 133Q: 3 clusters Score -3.284975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313865 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -32849756.000000 Penalty: 4122.399902
	Iteration 134Q: 3 clusters Score -3.284976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313862 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -32849782.000000 Penalty: 4122.399902
	Iteration 135Q: 3 clusters Score -3.284978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313861 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -32849774.000000 Penalty: 4122.399902
	Iteration 136Q: 3 clusters Score -3.284977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313860 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -32849768.000000 Penalty: 4122.399902
	Iteration 137Q: 3 clusters Score -3.284977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313859 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -32849768.000000 Penalty: 4122.399902
	Iteration 138Q: 3 clusters Score -3.284977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313858 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -32849784.000000 Penalty: 4122.399902
	Iteration 139Q: 3 clusters Score -3.284978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313858 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -32849784.000000 Penalty: 4122.399902
	Iteration 140F: 3 clusters Score -3.284978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 76430 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 296977 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 9 contains 45413 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 12 contains 73657 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 313858 members 
Mstep: Class 15 contains 2878 members 
Mstep: Class 16 contains 29618 members 
Mstep: Class 18 contains 48428 members 
Mstep: Class 19 contains 31999 members 
Entering Unmasked Estep 
Score: -94134224.000000 Penalty: 31291.560547
Splitting cluster 14 changes total score from -94129728.000000 to -94134224.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 15 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -272902.250000 Penalty: 1294.288330
	Iteration 0F: 2 clusters Score -272902.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -270268.093750 Penalty: 2588.576660
	Iteration 0F: 3 clusters Score -270268.1 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -270972.750000 Penalty: 2588.576660
	Iteration 1F: 3 clusters Score -270972.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -271181.781250 Penalty: 2588.576660
	Iteration 2F: 3 clusters Score -271181.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -271316.156250 Penalty: 2588.576660
	Iteration 3F: 3 clusters Score -271316.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -271492.156250 Penalty: 2588.576660
	Iteration 4F: 3 clusters Score -271492.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -271674.000000 Penalty: 2588.576660
	Iteration 5F: 3 clusters Score -271674 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -271815.562500 Penalty: 2588.576660
	Iteration 6F: 3 clusters Score -271815.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -271925.625000 Penalty: 2588.576660
	Iteration 7Q: 3 clusters Score -271925.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -272014.031250 Penalty: 2588.576660
	Iteration 8Q: 3 clusters Score -272014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -272063.125000 Penalty: 2588.576660
	Iteration 9Q: 3 clusters Score -272063.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -272088.406250 Penalty: 2588.576660
	Iteration 10Q: 3 clusters Score -272088.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -272112.812500 Penalty: 2588.576660
	Iteration 11Q: 3 clusters Score -272112.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272126.812500 Penalty: 2588.576660
	Iteration 12Q: 3 clusters Score -272126.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -272143.125000 Penalty: 2588.576660
	Iteration 13Q: 3 clusters Score -272143.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -272176.625000 Penalty: 2588.576660
	Iteration 14Q: 3 clusters Score -272176.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -272208.531250 Penalty: 2588.576660
	Iteration 15Q: 3 clusters Score -272208.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -272234.062500 Penalty: 2588.576660
	Iteration 16Q: 3 clusters Score -272234.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -272257.468750 Penalty: 2588.576660
	Iteration 17Q: 3 clusters Score -272257.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -272283.718750 Penalty: 2588.576660
	Iteration 18Q: 3 clusters Score -272283.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -272322.437500 Penalty: 2588.576660
	Iteration 19Q: 3 clusters Score -272322.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -272366.968750 Penalty: 2588.576660
	Iteration 20F: 3 clusters Score -272367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -272405.093750 Penalty: 2588.576660
	Iteration 21Q: 3 clusters Score -272405.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -272447.093750 Penalty: 2588.576660
	Iteration 22Q: 3 clusters Score -272447.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -272499.250000 Penalty: 2588.576660
	Iteration 23Q: 3 clusters Score -272499.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -272545.937500 Penalty: 2588.576660
	Iteration 24Q: 3 clusters Score -272545.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -272589.156250 Penalty: 2588.576660
	Iteration 25Q: 3 clusters Score -272589.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -272630.031250 Penalty: 2588.576660
	Iteration 26Q: 3 clusters Score -272630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -272660.687500 Penalty: 2588.576660
	Iteration 27Q: 3 clusters Score -272660.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -272679.593750 Penalty: 2588.576660
	Iteration 28Q: 3 clusters Score -272679.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -272689.875000 Penalty: 2588.576660
	Iteration 29Q: 3 clusters Score -272689.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -272695.656250 Penalty: 2588.576660
	Iteration 30Q: 3 clusters Score -272695.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -272704.875000 Penalty: 2588.576660
	Iteration 31Q: 3 clusters Score -272704.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -272725.062500 Penalty: 2588.576660
	Iteration 32Q: 3 clusters Score -272725.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -272752.656250 Penalty: 2588.576660
	Iteration 33Q: 3 clusters Score -272752.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -272790.875000 Penalty: 2588.576660
	Iteration 34Q: 3 clusters Score -272790.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -272803.375000 Penalty: 2588.576660
	Iteration 35Q: 3 clusters Score -272803.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -272810.093750 Penalty: 2588.576660
	Iteration 36Q: 3 clusters Score -272810.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -272812.343750 Penalty: 2588.576660
	Iteration 37Q: 3 clusters Score -272812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -272812.812500 Penalty: 2588.576660
	Iteration 38Q: 3 clusters Score -272812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -272813.156250 Penalty: 2588.576660
	Iteration 39Q: 3 clusters Score -272813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -272814.093750 Penalty: 2588.576660
	Iteration 40F: 3 clusters Score -272814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -272814.687500 Penalty: 2588.576660
	Iteration 41Q: 3 clusters Score -272814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -272815.031250 Penalty: 2588.576660
	Iteration 42Q: 3 clusters Score -272815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -272815.562500 Penalty: 2588.576660
	Iteration 43Q: 3 clusters Score -272815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -272815.937500 Penalty: 2588.576660
	Iteration 44Q: 3 clusters Score -272815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -272817.343750 Penalty: 2588.576660
	Iteration 45Q: 3 clusters Score -272817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -272817.968750 Penalty: 2588.576660
	Iteration 46Q: 3 clusters Score -272818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -272817.968750 Penalty: 2588.576660
	Iteration 47F: 3 clusters Score -272818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Entering Unmasked Estep 
Score: -3052946.500000 Penalty: 1673.122437
	Iteration 0F: 2 clusters Score -3052946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3033039.500000 Penalty: 3346.244873
	Iteration 0F: 3 clusters Score -3033040 nChanged 13560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3040589.500000 Penalty: 3346.244873
	Iteration 1F: 3 clusters Score -3040590 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3040953.250000 Penalty: 3346.244873
	Iteration 2Q: 3 clusters Score -3040953 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3041343.750000 Penalty: 3346.244873
	Iteration 3Q: 3 clusters Score -3041344 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3041833.250000 Penalty: 3346.244873
	Iteration 4Q: 3 clusters Score -3041833 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3042410.500000 Penalty: 3346.244873
	Iteration 5Q: 3 clusters Score -3042410 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3043186.500000 Penalty: 3346.244873
	Iteration 6Q: 3 clusters Score -3043186 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3044285.500000 Penalty: 3346.244873
	Iteration 7F: 3 clusters Score -3044286 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3045732.250000 Penalty: 3346.244873
	Iteration 8F: 3 clusters Score -3045732 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3047050.500000 Penalty: 3346.244873
	Iteration 9F: 3 clusters Score -3047050 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3048058.750000 Penalty: 3346.244873
	Iteration 10F: 3 clusters Score -3048059 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3048626.250000 Penalty: 3346.244873
	Iteration 11Q: 3 clusters Score -3048626 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3048922.500000 Penalty: 3346.244873
	Iteration 12Q: 3 clusters Score -3048922 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3049127.500000 Penalty: 3346.244873
	Iteration 13Q: 3 clusters Score -3049128 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3049319.750000 Penalty: 3346.244873
	Iteration 14Q: 3 clusters Score -3049320 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3049501.750000 Penalty: 3346.244873
	Iteration 15Q: 3 clusters Score -3049502 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3049688.750000 Penalty: 3346.244873
	Iteration 16Q: 3 clusters Score -3049689 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3049918.250000 Penalty: 3346.244873
	Iteration 17Q: 3 clusters Score -3049918 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3050152.000000 Penalty: 3346.244873
	Iteration 18Q: 3 clusters Score -3050152 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3050374.250000 Penalty: 3346.244873
	Iteration 19Q: 3 clusters Score -3050374 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3050555.000000 Penalty: 3346.244873
	Iteration 20F: 3 clusters Score -3050555 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3050719.500000 Penalty: 3346.244873
	Iteration 21Q: 3 clusters Score -3050720 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3050851.500000 Penalty: 3346.244873
	Iteration 22Q: 3 clusters Score -3050852 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3050953.500000 Penalty: 3346.244873
	Iteration 23Q: 3 clusters Score -3050954 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3051023.250000 Penalty: 3346.244873
	Iteration 24Q: 3 clusters Score -3051023 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -3051087.000000 Penalty: 3346.244873
	Iteration 25Q: 3 clusters Score -3051087 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3051137.750000 Penalty: 3346.244873
	Iteration 26Q: 3 clusters Score -3051138 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3051191.000000 Penalty: 3346.244873
	Iteration 27Q: 3 clusters Score -3051191 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3051211.750000 Penalty: 3346.244873
	Iteration 28Q: 3 clusters Score -3051212 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3051250.500000 Penalty: 3346.244873
	Iteration 29Q: 3 clusters Score -3051250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3051276.250000 Penalty: 3346.244873
	Iteration 30Q: 3 clusters Score -3051276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3051292.500000 Penalty: 3346.244873
	Iteration 31Q: 3 clusters Score -3051292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3051305.000000 Penalty: 3346.244873
	Iteration 32Q: 3 clusters Score -3051305 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3051335.500000 Penalty: 3346.244873
	Iteration 33Q: 3 clusters Score -3051336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3051354.000000 Penalty: 3346.244873
	Iteration 34Q: 3 clusters Score -3051354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3051378.000000 Penalty: 3346.244873
	Iteration 35Q: 3 clusters Score -3051378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3051385.250000 Penalty: 3346.244873
	Iteration 36Q: 3 clusters Score -3051385 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3051402.000000 Penalty: 3346.244873
	Iteration 37Q: 3 clusters Score -3051402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3051414.250000 Penalty: 3346.244873
	Iteration 38Q: 3 clusters Score -3051414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3051411.750000 Penalty: 3346.244873
	Iteration 39Q: 3 clusters Score -3051412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3051428.250000 Penalty: 3346.244873
	Iteration 40F: 3 clusters Score -3051428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3051435.500000 Penalty: 3346.244873
	Iteration 41Q: 3 clusters Score -3051436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3051445.750000 Penalty: 3346.244873
	Iteration 42Q: 3 clusters Score -3051446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3051452.000000 Penalty: 3346.244873
	Iteration 43Q: 3 clusters Score -3051452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3051474.000000 Penalty: 3346.244873
	Iteration 44Q: 3 clusters Score -3051474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3051486.250000 Penalty: 3346.244873
	Iteration 45Q: 3 clusters Score -3051486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3051508.250000 Penalty: 3346.244873
	Iteration 46Q: 3 clusters Score -3051508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3051522.000000 Penalty: 3346.244873
	Iteration 47Q: 3 clusters Score -3051522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3051539.250000 Penalty: 3346.244873
	Iteration 48Q: 3 clusters Score -3051539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3051553.250000 Penalty: 3346.244873
	Iteration 49Q: 3 clusters Score -3051553 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3051567.500000 Penalty: 3346.244873
	Iteration 50Q: 3 clusters Score -3051568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3051572.000000 Penalty: 3346.244873
	Iteration 51Q: 3 clusters Score -3051572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3051586.500000 Penalty: 3346.244873
	Iteration 52Q: 3 clusters Score -3051586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3051591.000000 Penalty: 3346.244873
	Iteration 53Q: 3 clusters Score -3051591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3051606.750000 Penalty: 3346.244873
	Iteration 54Q: 3 clusters Score -3051607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3051604.750000 Penalty: 3346.244873
	Iteration 55Q: 3 clusters Score -3051605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3051611.000000 Penalty: 3346.244873
	Iteration 56Q: 3 clusters Score -3051611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3051608.500000 Penalty: 3346.244873
	Iteration 57Q: 3 clusters Score -3051608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3051616.750000 Penalty: 3346.244873
	Iteration 58Q: 3 clusters Score -3051617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3051619.750000 Penalty: 3346.244873
	Iteration 59Q: 3 clusters Score -3051620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3051624.750000 Penalty: 3346.244873
	Iteration 60F: 3 clusters Score -3051625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3051618.500000 Penalty: 3346.244873
	Iteration 61Q: 3 clusters Score -3051618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3051620.500000 Penalty: 3346.244873
	Iteration 62Q: 3 clusters Score -3051620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3051624.500000 Penalty: 3346.244873
	Iteration 63Q: 3 clusters Score -3051624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3051624.750000 Penalty: 3346.244873
	Iteration 64Q: 3 clusters Score -3051625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3051626.750000 Penalty: 3346.244873
	Iteration 65Q: 3 clusters Score -3051627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3051628.500000 Penalty: 3346.244873
	Iteration 66Q: 3 clusters Score -3051628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3051629.750000 Penalty: 3346.244873
	Iteration 67Q: 3 clusters Score -3051630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3051633.250000 Penalty: 3346.244873
	Iteration 68Q: 3 clusters Score -3051633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3051641.750000 Penalty: 3346.244873
	Iteration 69Q: 3 clusters Score -3051642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3051636.500000 Penalty: 3346.244873
	Iteration 70Q: 3 clusters Score -3051636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3051636.000000 Penalty: 3346.244873
	Iteration 71Q: 3 clusters Score -3051636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3051636.000000 Penalty: 3346.244873
	Iteration 72F: 3 clusters Score -3051636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Entering Unmasked Estep 
Score: -4999261.500000 Penalty: 1753.022949
	Iteration 0F: 2 clusters Score -4999262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -4966701.000000 Penalty: 3506.045898
	Iteration 0F: 3 clusters Score -4966701 nChanged 22824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4979416.500000 Penalty: 3506.045898
	Iteration 1F: 3 clusters Score -4979416 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4979991.500000 Penalty: 3506.045898
	Iteration 2Q: 3 clusters Score -4979992 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4980695.500000 Penalty: 3506.045898
	Iteration 3Q: 3 clusters Score -4980696 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4981735.500000 Penalty: 3506.045898
	Iteration 4Q: 3 clusters Score -4981736 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4983297.500000 Penalty: 3506.045898
	Iteration 5F: 3 clusters Score -4983298 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -4985690.000000 Penalty: 3506.045898
	Iteration 6F: 3 clusters Score -4985690 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -4988902.000000 Penalty: 3506.045898
	Iteration 7F: 3 clusters Score -4988902 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -4991991.500000 Penalty: 3506.045898
	Iteration 8F: 3 clusters Score -4991992 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -4994228.500000 Penalty: 3506.045898
	Iteration 9F: 3 clusters Score -4994228 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4995682.000000 Penalty: 3506.045898
	Iteration 10Q: 3 clusters Score -4995682 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -4996438.000000 Penalty: 3506.045898
	Iteration 11Q: 3 clusters Score -4996438 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4996885.500000 Penalty: 3506.045898
	Iteration 12Q: 3 clusters Score -4996886 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4997161.000000 Penalty: 3506.045898
	Iteration 13Q: 3 clusters Score -4997161 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4997363.500000 Penalty: 3506.045898
	Iteration 14Q: 3 clusters Score -4997364 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4997454.000000 Penalty: 3506.045898
	Iteration 15Q: 3 clusters Score -4997454 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4997538.000000 Penalty: 3506.045898
	Iteration 16Q: 3 clusters Score -4997538 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4997606.500000 Penalty: 3506.045898
	Iteration 17Q: 3 clusters Score -4997606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4997637.000000 Penalty: 3506.045898
	Iteration 18Q: 3 clusters Score -4997637 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4997660.500000 Penalty: 3506.045898
	Iteration 19Q: 3 clusters Score -4997660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4997694.500000 Penalty: 3506.045898
	Iteration 20F: 3 clusters Score -4997694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4997718.500000 Penalty: 3506.045898
	Iteration 21Q: 3 clusters Score -4997718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4997740.500000 Penalty: 3506.045898
	Iteration 22Q: 3 clusters Score -4997740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4997738.500000 Penalty: 3506.045898
	Iteration 23Q: 3 clusters Score -4997738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4997762.500000 Penalty: 3506.045898
	Iteration 24Q: 3 clusters Score -4997762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4997773.500000 Penalty: 3506.045898
	Iteration 25Q: 3 clusters Score -4997774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4997776.000000 Penalty: 3506.045898
	Iteration 26Q: 3 clusters Score -4997776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4997794.500000 Penalty: 3506.045898
	Iteration 27Q: 3 clusters Score -4997794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4997810.500000 Penalty: 3506.045898
	Iteration 28Q: 3 clusters Score -4997810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4997806.500000 Penalty: 3506.045898
	Iteration 29Q: 3 clusters Score -4997806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4997812.500000 Penalty: 3506.045898
	Iteration 30Q: 3 clusters Score -4997812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4997837.000000 Penalty: 3506.045898
	Iteration 31Q: 3 clusters Score -4997837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4997835.000000 Penalty: 3506.045898
	Iteration 32Q: 3 clusters Score -4997835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4997848.000000 Penalty: 3506.045898
	Iteration 33Q: 3 clusters Score -4997848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4997852.500000 Penalty: 3506.045898
	Iteration 34Q: 3 clusters Score -4997852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4997870.000000 Penalty: 3506.045898
	Iteration 35Q: 3 clusters Score -4997870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4997886.500000 Penalty: 3506.045898
	Iteration 36Q: 3 clusters Score -4997886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4997895.000000 Penalty: 3506.045898
	Iteration 37Q: 3 clusters Score -4997895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4997898.000000 Penalty: 3506.045898
	Iteration 38Q: 3 clusters Score -4997898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4997909.000000 Penalty: 3506.045898
	Iteration 39Q: 3 clusters Score -4997909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4997915.500000 Penalty: 3506.045898
	Iteration 40F: 3 clusters Score -4997916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4997921.500000 Penalty: 3506.045898
	Iteration 41Q: 3 clusters Score -4997922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4997931.500000 Penalty: 3506.045898
	Iteration 42Q: 3 clusters Score -4997932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4997939.500000 Penalty: 3506.045898
	Iteration 43Q: 3 clusters Score -4997940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4997945.000000 Penalty: 3506.045898
	Iteration 44Q: 3 clusters Score -4997945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4997941.000000 Penalty: 3506.045898
	Iteration 45Q: 3 clusters Score -4997941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4997948.500000 Penalty: 3506.045898
	Iteration 46Q: 3 clusters Score -4997948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4997957.000000 Penalty: 3506.045898
	Iteration 47Q: 3 clusters Score -4997957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4997955.500000 Penalty: 3506.045898
	Iteration 48Q: 3 clusters Score -4997956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4997960.000000 Penalty: 3506.045898
	Iteration 49Q: 3 clusters Score -4997960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4997963.500000 Penalty: 3506.045898
	Iteration 50Q: 3 clusters Score -4997964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4997966.500000 Penalty: 3506.045898
	Iteration 51Q: 3 clusters Score -4997966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4997959.500000 Penalty: 3506.045898
	Iteration 52Q: 3 clusters Score -4997960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4997968.000000 Penalty: 3506.045898
	Iteration 53Q: 3 clusters Score -4997968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4997977.500000 Penalty: 3506.045898
	Iteration 54Q: 3 clusters Score -4997978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4997975.500000 Penalty: 3506.045898
	Iteration 55Q: 3 clusters Score -4997976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4997974.500000 Penalty: 3506.045898
	Iteration 56Q: 3 clusters Score -4997974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4997979.500000 Penalty: 3506.045898
	Iteration 57Q: 3 clusters Score -4997980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4997977.500000 Penalty: 3506.045898
	Iteration 58Q: 3 clusters Score -4997978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4997977.000000 Penalty: 3506.045898
	Iteration 59Q: 3 clusters Score -4997977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4997980.000000 Penalty: 3506.045898
	Iteration 60F: 3 clusters Score -4997980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4997980.000000 Penalty: 3506.045898
	Iteration 61Q: 3 clusters Score -4997980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4997980.000000 Penalty: 3506.045898
	Iteration 62F: 3 clusters Score -4997980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Entering Unmasked Estep 
Score: -3304621.250000 Penalty: 1685.687256
	Iteration 0F: 2 clusters Score -3304621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3283050.000000 Penalty: 3371.374512
	Iteration 0F: 3 clusters Score -3283050 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3291420.000000 Penalty: 3371.374512
	Iteration 1F: 3 clusters Score -3291420 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3291957.750000 Penalty: 3371.374512
	Iteration 2Q: 3 clusters Score -3291958 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3292754.750000 Penalty: 3371.374512
	Iteration 3F: 3 clusters Score -3292755 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3293963.250000 Penalty: 3371.374512
	Iteration 4F: 3 clusters Score -3293963 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3295721.500000 Penalty: 3371.374512
	Iteration 5F: 3 clusters Score -3295722 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -3297950.750000 Penalty: 3371.374512
	Iteration 6F: 3 clusters Score -3297951 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3300101.000000 Penalty: 3371.374512
	Iteration 7F: 3 clusters Score -3300101 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3301699.500000 Penalty: 3371.374512
	Iteration 8F: 3 clusters Score -3301700 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -3302557.000000 Penalty: 3371.374512
	Iteration 9Q: 3 clusters Score -3302557 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3302948.750000 Penalty: 3371.374512
	Iteration 10Q: 3 clusters Score -3302949 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -3303144.750000 Penalty: 3371.374512
	Iteration 11Q: 3 clusters Score -3303145 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3303272.750000 Penalty: 3371.374512
	Iteration 12Q: 3 clusters Score -3303273 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3303355.000000 Penalty: 3371.374512
	Iteration 13Q: 3 clusters Score -3303355 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3303385.000000 Penalty: 3371.374512
	Iteration 14Q: 3 clusters Score -3303385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -3303410.500000 Penalty: 3371.374512
	Iteration 15Q: 3 clusters Score -3303410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3303421.750000 Penalty: 3371.374512
	Iteration 16Q: 3 clusters Score -3303422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -3303433.250000 Penalty: 3371.374512
	Iteration 17Q: 3 clusters Score -3303433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -3303438.750000 Penalty: 3371.374512
	Iteration 18Q: 3 clusters Score -3303439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3303438.000000 Penalty: 3371.374512
	Iteration 19Q: 3 clusters Score -3303438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -3303439.500000 Penalty: 3371.374512
	Iteration 20F: 3 clusters Score -3303440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3303440.000000 Penalty: 3371.374512
	Iteration 21Q: 3 clusters Score -3303440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3303445.000000 Penalty: 3371.374512
	Iteration 22Q: 3 clusters Score -3303445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -3303446.750000 Penalty: 3371.374512
	Iteration 23Q: 3 clusters Score -3303447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -3303451.500000 Penalty: 3371.374512
	Iteration 24Q: 3 clusters Score -3303452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -3303456.250000 Penalty: 3371.374512
	Iteration 25Q: 3 clusters Score -3303456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3303457.250000 Penalty: 3371.374512
	Iteration 26Q: 3 clusters Score -3303457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -3303459.250000 Penalty: 3371.374512
	Iteration 27Q: 3 clusters Score -3303459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -3303468.000000 Penalty: 3371.374512
	Iteration 28Q: 3 clusters Score -3303468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -3303469.000000 Penalty: 3371.374512
	Iteration 29Q: 3 clusters Score -3303469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3303468.000000 Penalty: 3371.374512
	Iteration 30Q: 3 clusters Score -3303468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3303468.000000 Penalty: 3371.374512
	Iteration 31F: 3 clusters Score -3303468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76430 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 296977 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 9 contains 45413 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 12 contains 73657 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 313858 members 
Mstep: Class 15 contains 2878 members 
Mstep: Class 16 contains 29618 members 
Mstep: Class 18 contains 48428 members 
Mstep: Class 19 contains 31999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135088.000000 Penalty: 31291.560547
Iteration 279Q: 15 clusters Score -9.413509e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 75588 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 298079 members 
Mstep: Class 6 contains 3708 members 
Mstep: Class 9 contains 45241 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 12 contains 73386 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 314513 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 16 contains 29448 members 
Mstep: Class 18 contains 48293 members 
Mstep: Class 19 contains 31919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135952.000000 Penalty: 31291.560547
Iteration 280F: 15 clusters Score -9.413595e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 74976 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 297706 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 9 contains 45098 members 
Mstep: Class 10 contains 5483 members 
Mstep: Class 12 contains 73124 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 315178 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 29307 members 
Mstep: Class 18 contains 48173 members 
Mstep: Class 19 contains 31853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136216.000000 Penalty: 31291.560547
Iteration 281Q: 15 clusters Score -9.413622e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 74463 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 297236 members 
Mstep: Class 6 contains 3669 members 
Mstep: Class 9 contains 45008 members 
Mstep: Class 10 contains 5454 members 
Mstep: Class 12 contains 72908 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 315580 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 29208 members 
Mstep: Class 18 contains 48084 members 
Mstep: Class 19 contains 31813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136896.000000 Penalty: 31291.560547
Iteration 282Q: 15 clusters Score -9.41369e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 74001 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 296640 members 
Mstep: Class 6 contains 3660 members 
Mstep: Class 9 contains 44963 members 
Mstep: Class 10 contains 5424 members 
Mstep: Class 12 contains 72728 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 315849 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 29135 members 
Mstep: Class 18 contains 48020 members 
Mstep: Class 19 contains 31764 members 
Entering Unmasked Estep 
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Iteration 283Q: 15 clusters Score -9.413741e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 73552 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 296160 members 
Mstep: Class 6 contains 3644 members 
Mstep: Class 9 contains 44955 members 
Mstep: Class 10 contains 5395 members 
Mstep: Class 12 contains 72551 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 315972 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 29053 members 
Mstep: Class 18 contains 47954 members 
Mstep: Class 19 contains 31712 members 
Entering Unmasked Estep 
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Iteration 284Q: 15 clusters Score -9.413781e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 73134 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 295815 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 9 contains 44965 members 
Mstep: Class 10 contains 5365 members 
Mstep: Class 12 contains 72398 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 315863 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 28977 members 
Mstep: Class 18 contains 47898 members 
Mstep: Class 19 contains 31651 members 
Entering Unmasked Estep 
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Iteration 285Q: 15 clusters Score -9.413826e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 72716 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 295600 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 9 contains 44963 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 12 contains 72226 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 315765 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 28885 members 
Mstep: Class 18 contains 47840 members 
Mstep: Class 19 contains 31593 members 
Entering Unmasked Estep 
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Iteration 286Q: 15 clusters Score -9.413866e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 72310 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 295485 members 
Mstep: Class 6 contains 3600 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 12 contains 72069 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 315580 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 28818 members 
Mstep: Class 18 contains 47784 members 
Mstep: Class 19 contains 31534 members 
Entering Unmasked Estep 
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Iteration 287Q: 15 clusters Score -9.41389e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 71912 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 295465 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 5294 members 
Mstep: Class 12 contains 71911 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 315364 members 
Mstep: Class 15 contains 2847 members 
Mstep: Class 16 contains 28761 members 
Mstep: Class 18 contains 47714 members 
Mstep: Class 19 contains 31475 members 
Entering Unmasked Estep 
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Iteration 288Q: 15 clusters Score -9.413879e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 71516 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 295398 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 9 contains 44899 members 
Mstep: Class 10 contains 5270 members 
Mstep: Class 12 contains 71790 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 315150 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 28706 members 
Mstep: Class 18 contains 47650 members 
Mstep: Class 19 contains 31408 members 
Entering Unmasked Estep 
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Iteration 289Q: 15 clusters Score -9.413878e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 71122 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 295367 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 9 contains 44842 members 
Mstep: Class 10 contains 5246 members 
Mstep: Class 12 contains 71658 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 314958 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 28659 members 
Mstep: Class 18 contains 47592 members 
Mstep: Class 19 contains 31348 members 
Entering Unmasked Estep 
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Iteration 290Q: 15 clusters Score -9.413918e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 70761 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 295381 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 9 contains 44803 members 
Mstep: Class 10 contains 5227 members 
Mstep: Class 12 contains 71515 members 
Mstep: Class 13 contains 1474 members 
Mstep: Class 14 contains 314694 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 28601 members 
Mstep: Class 18 contains 47522 members 
Mstep: Class 19 contains 31287 members 
Entering Unmasked Estep 
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Iteration 291Q: 15 clusters Score -9.413936e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 70409 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 295414 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 9 contains 44776 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 12 contains 71366 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 314461 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 28538 members 
Mstep: Class 18 contains 47457 members 
Mstep: Class 19 contains 31242 members 
Entering Unmasked Estep 
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Iteration 292Q: 15 clusters Score -9.413964e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 70068 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 295412 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 9 contains 44739 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 71193 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 314284 members 
Mstep: Class 15 contains 2870 members 
Mstep: Class 16 contains 28470 members 
Mstep: Class 18 contains 47390 members 
Mstep: Class 19 contains 31203 members 
Entering Unmasked Estep 
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Iteration 293Q: 15 clusters Score -9.413979e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 69716 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 295388 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 9 contains 44685 members 
Mstep: Class 10 contains 5163 members 
Mstep: Class 12 contains 71034 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 314101 members 
Mstep: Class 15 contains 2878 members 
Mstep: Class 16 contains 28408 members 
Mstep: Class 18 contains 47321 members 
Mstep: Class 19 contains 31166 members 
Entering Unmasked Estep 
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Iteration 294Q: 15 clusters Score -9.414033e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 69361 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 295389 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 9 contains 44617 members 
Mstep: Class 10 contains 5146 members 
Mstep: Class 12 contains 70882 members 
Mstep: Class 13 contains 1485 members 
Mstep: Class 14 contains 313989 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 16 contains 28343 members 
Mstep: Class 18 contains 47239 members 
Mstep: Class 19 contains 31127 members 
Entering Unmasked Estep 
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Iteration 295Q: 15 clusters Score -9.414061e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 69014 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 295403 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 9 contains 44551 members 
Mstep: Class 10 contains 5136 members 
Mstep: Class 12 contains 70684 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 313936 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 16 contains 28275 members 
Mstep: Class 18 contains 47155 members 
Mstep: Class 19 contains 31080 members 
Entering Unmasked Estep 
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Iteration 296Q: 15 clusters Score -9.414074e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 68647 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 295482 members 
Mstep: Class 6 contains 3468 members 
Mstep: Class 9 contains 44494 members 
Mstep: Class 10 contains 5130 members 
Mstep: Class 12 contains 70507 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 313890 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 16 contains 28191 members 
Mstep: Class 18 contains 47072 members 
Mstep: Class 19 contains 31039 members 
Entering Unmasked Estep 
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Iteration 297Q: 15 clusters Score -9.414091e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 68321 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 295489 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 9 contains 44448 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 12 contains 70351 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 313888 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 28115 members 
Mstep: Class 18 contains 46991 members 
Mstep: Class 19 contains 31018 members 
Entering Unmasked Estep 
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Iteration 298Q: 15 clusters Score -9.414103e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 68039 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 295508 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 9 contains 44407 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 12 contains 70184 members 
Mstep: Class 13 contains 1512 members 
Mstep: Class 14 contains 313813 members 
Mstep: Class 15 contains 2889 members 
Mstep: Class 16 contains 28055 members 
Mstep: Class 18 contains 46925 members 
Mstep: Class 19 contains 30994 members 
Entering Unmasked Estep 
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Iteration 299Q: 15 clusters Score -9.414082e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 67777 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 295536 members 
Mstep: Class 6 contains 3449 members 
Mstep: Class 9 contains 44355 members 
Mstep: Class 10 contains 5104 members 
Mstep: Class 12 contains 70026 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 313765 members 
Mstep: Class 15 contains 2901 members 
Mstep: Class 16 contains 28009 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 30963 members 
Entering Unmasked Estep 
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Iteration 300F: 15 clusters Score -9.414112e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 67538 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 295406 members 
Mstep: Class 6 contains 3447 members 
Mstep: Class 9 contains 44316 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 12 contains 69839 members 
Mstep: Class 13 contains 1539 members 
Mstep: Class 14 contains 313463 members 
Mstep: Class 15 contains 2903 members 
Mstep: Class 16 contains 27967 members 
Mstep: Class 18 contains 46777 members 
Mstep: Class 19 contains 30931 members 
Entering Unmasked Estep 
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Iteration 301Q: 15 clusters Score -9.41415e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 67279 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 295388 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 9 contains 44271 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 12 contains 69634 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 313069 members 
Mstep: Class 15 contains 2900 members 
Mstep: Class 16 contains 27899 members 
Mstep: Class 18 contains 46708 members 
Mstep: Class 19 contains 30901 members 
Entering Unmasked Estep 
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Iteration 302Q: 15 clusters Score -9.414226e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 66992 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 295253 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 9 contains 44195 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 12 contains 69432 members 
Mstep: Class 13 contains 1574 members 
Mstep: Class 14 contains 312796 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 18 contains 46647 members 
Mstep: Class 19 contains 30868 members 
Entering Unmasked Estep 
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Iteration 303Q: 15 clusters Score -9.414266e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 66724 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 295051 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 9 contains 44139 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 12 contains 69219 members 
Mstep: Class 13 contains 1608 members 
Mstep: Class 14 contains 312484 members 
Mstep: Class 15 contains 2907 members 
Mstep: Class 16 contains 27775 members 
Mstep: Class 18 contains 46606 members 
Mstep: Class 19 contains 30836 members 
Entering Unmasked Estep 
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Iteration 304Q: 15 clusters Score -9.41432e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 66416 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 294848 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 9 contains 44036 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 12 contains 68981 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 312246 members 
Mstep: Class 15 contains 2910 members 
Mstep: Class 16 contains 27703 members 
Mstep: Class 18 contains 46551 members 
Mstep: Class 19 contains 30789 members 
Entering Unmasked Estep 
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Iteration 305Q: 15 clusters Score -9.414352e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 66089 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 294558 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 9 contains 43948 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 12 contains 68715 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 14 contains 312061 members 
Mstep: Class 15 contains 2912 members 
Mstep: Class 16 contains 27619 members 
Mstep: Class 18 contains 46481 members 
Mstep: Class 19 contains 30740 members 
Entering Unmasked Estep 
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Iteration 306Q: 15 clusters Score -9.414384e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 65764 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 294285 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 9 contains 43852 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 12 contains 68429 members 
Mstep: Class 13 contains 1736 members 
Mstep: Class 14 contains 311787 members 
Mstep: Class 15 contains 2914 members 
Mstep: Class 16 contains 27552 members 
Mstep: Class 18 contains 46412 members 
Mstep: Class 19 contains 30691 members 
Entering Unmasked Estep 
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Iteration 307Q: 15 clusters Score -9.414438e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 65421 members 
Mstep: Class 4 contains 2023 members 
Mstep: Class 5 contains 294058 members 
Mstep: Class 6 contains 3406 members 
Mstep: Class 9 contains 43755 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 12 contains 68136 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 311397 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 27464 members 
Mstep: Class 18 contains 46329 members 
Mstep: Class 19 contains 30642 members 
Entering Unmasked Estep 
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Iteration 308Q: 15 clusters Score -9.414525e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 65063 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 293728 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 9 contains 43656 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 12 contains 67829 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 311054 members 
Mstep: Class 15 contains 2921 members 
Mstep: Class 16 contains 27358 members 
Mstep: Class 18 contains 46251 members 
Mstep: Class 19 contains 30598 members 
Entering Unmasked Estep 
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Iteration 309Q: 15 clusters Score -9.41461e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 64659 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 293414 members 
Mstep: Class 6 contains 3390 members 
Mstep: Class 9 contains 43577 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 12 contains 67480 members 
Mstep: Class 13 contains 1964 members 
Mstep: Class 14 contains 310619 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 27265 members 
Mstep: Class 18 contains 46172 members 
Mstep: Class 19 contains 30542 members 
Entering Unmasked Estep 
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Iteration 310Q: 15 clusters Score -9.414718e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 64215 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 293059 members 
Mstep: Class 6 contains 3378 members 
Mstep: Class 9 contains 43506 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 12 contains 67092 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 310168 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 27144 members 
Mstep: Class 18 contains 46095 members 
Mstep: Class 19 contains 30489 members 
Entering Unmasked Estep 
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Iteration 311Q: 15 clusters Score -9.414772e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 63773 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 292703 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 9 contains 43405 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 12 contains 66693 members 
Mstep: Class 13 contains 2159 members 
Mstep: Class 14 contains 309730 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 27006 members 
Mstep: Class 18 contains 45992 members 
Mstep: Class 19 contains 30416 members 
Entering Unmasked Estep 
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Iteration 312Q: 15 clusters Score -9.414866e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 63302 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 292220 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 9 contains 43273 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 12 contains 66271 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 309447 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 26852 members 
Mstep: Class 18 contains 45868 members 
Mstep: Class 19 contains 30353 members 
Entering Unmasked Estep 
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Iteration 313Q: 15 clusters Score -9.41497e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 62879 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 291716 members 
Mstep: Class 6 contains 3336 members 
Mstep: Class 9 contains 43119 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 12 contains 65814 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 309136 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 26682 members 
Mstep: Class 18 contains 45756 members 
Mstep: Class 19 contains 30277 members 
Entering Unmasked Estep 
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Iteration 314Q: 15 clusters Score -9.415052e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 62443 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 291184 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 9 contains 42969 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 308940 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 26490 members 
Mstep: Class 18 contains 45648 members 
Mstep: Class 19 contains 30198 members 
Entering Unmasked Estep 
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Iteration 315Q: 15 clusters Score -9.415102e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 62005 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 290684 members 
Mstep: Class 6 contains 3310 members 
Mstep: Class 9 contains 42804 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 12 contains 64907 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 308859 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 26323 members 
Mstep: Class 18 contains 45519 members 
Mstep: Class 19 contains 30090 members 
Entering Unmasked Estep 
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Iteration 316Q: 15 clusters Score -9.415158e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 61570 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 290225 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 9 contains 42668 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 12 contains 64462 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 308856 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 26174 members 
Mstep: Class 18 contains 45391 members 
Mstep: Class 19 contains 29970 members 
Entering Unmasked Estep 
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Iteration 317Q: 15 clusters Score -9.415248e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 61159 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 289745 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 12 contains 64095 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 308820 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 26036 members 
Mstep: Class 18 contains 45260 members 
Mstep: Class 19 contains 29879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94153168.000000 Penalty: 31291.560547
Iteration 318Q: 15 clusters Score -9.415317e+07 nChanged 4898
Entering ConstructFrom: 
Score: -94153168.000000 Penalty: 31291.560547
Entering ConstructFrom: 
Trying to split cluster 1 (59109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Entering Unmasked Estep 
Score: -6155354.000000 Penalty: 1785.410034
	Iteration 0F: 2 clusters Score -6155354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -6115786.000000 Penalty: 3570.820068
	Iteration 0F: 3 clusters Score -6115786 nChanged 28053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -6131704.000000 Penalty: 3570.820068
	Iteration 1F: 3 clusters Score -6131704 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -6132119.500000 Penalty: 3570.820068
	Iteration 2Q: 3 clusters Score -6132120 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -6132453.000000 Penalty: 3570.820068
	Iteration 3Q: 3 clusters Score -6132453 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -6132802.500000 Penalty: 3570.820068
	Iteration 4Q: 3 clusters Score -6132802 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -6133221.000000 Penalty: 3570.820068
	Iteration 5Q: 3 clusters Score -6133221 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -6133743.000000 Penalty: 3570.820068
	Iteration 6Q: 3 clusters Score -6133743 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -6134444.000000 Penalty: 3570.820068
	Iteration 7Q: 3 clusters Score -6134444 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -6135415.000000 Penalty: 3570.820068
	Iteration 8Q: 3 clusters Score -6135415 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6136924.500000 Penalty: 3570.820068
	Iteration 9Q: 3 clusters Score -6136924 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -6139103.500000 Penalty: 3570.820068
	Iteration 10F: 3 clusters Score -6139104 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -6142005.500000 Penalty: 3570.820068
	Iteration 11F: 3 clusters Score -6142006 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -6144431.500000 Penalty: 3570.820068
	Iteration 12F: 3 clusters Score -6144432 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -6145628.000000 Penalty: 3570.820068
	Iteration 13Q: 3 clusters Score -6145628 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -6146119.500000 Penalty: 3570.820068
	Iteration 14Q: 3 clusters Score -6146120 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -6146413.500000 Penalty: 3570.820068
	Iteration 15Q: 3 clusters Score -6146414 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -6146640.000000 Penalty: 3570.820068
	Iteration 16Q: 3 clusters Score -6146640 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -6146833.000000 Penalty: 3570.820068
	Iteration 17Q: 3 clusters Score -6146833 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -6147018.500000 Penalty: 3570.820068
	Iteration 18Q: 3 clusters Score -6147018 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -6147197.500000 Penalty: 3570.820068
	Iteration 19Q: 3 clusters Score -6147198 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -6147408.000000 Penalty: 3570.820068
	Iteration 20F: 3 clusters Score -6147408 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -6147613.500000 Penalty: 3570.820068
	Iteration 21Q: 3 clusters Score -6147614 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -6147836.000000 Penalty: 3570.820068
	Iteration 22Q: 3 clusters Score -6147836 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -6148042.000000 Penalty: 3570.820068
	Iteration 23Q: 3 clusters Score -6148042 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -6148264.000000 Penalty: 3570.820068
	Iteration 24Q: 3 clusters Score -6148264 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -6148472.500000 Penalty: 3570.820068
	Iteration 25Q: 3 clusters Score -6148472 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -6148719.500000 Penalty: 3570.820068
	Iteration 26Q: 3 clusters Score -6148720 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -6148928.500000 Penalty: 3570.820068
	Iteration 27Q: 3 clusters Score -6148928 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -6149132.000000 Penalty: 3570.820068
	Iteration 28Q: 3 clusters Score -6149132 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -6149358.500000 Penalty: 3570.820068
	Iteration 29Q: 3 clusters Score -6149358 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -6149573.500000 Penalty: 3570.820068
	Iteration 30Q: 3 clusters Score -6149574 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6149825.000000 Penalty: 3570.820068
	Iteration 31Q: 3 clusters Score -6149825 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -6150052.000000 Penalty: 3570.820068
	Iteration 32Q: 3 clusters Score -6150052 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -6150249.000000 Penalty: 3570.820068
	Iteration 33Q: 3 clusters Score -6150249 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -6150454.500000 Penalty: 3570.820068
	Iteration 34Q: 3 clusters Score -6150454 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -6150657.000000 Penalty: 3570.820068
	Iteration 35Q: 3 clusters Score -6150657 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -6150834.500000 Penalty: 3570.820068
	Iteration 36Q: 3 clusters Score -6150834 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -6151039.500000 Penalty: 3570.820068
	Iteration 37Q: 3 clusters Score -6151040 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -6151226.500000 Penalty: 3570.820068
	Iteration 38Q: 3 clusters Score -6151226 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -6151411.000000 Penalty: 3570.820068
	Iteration 39Q: 3 clusters Score -6151411 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -6151585.500000 Penalty: 3570.820068
	Iteration 40F: 3 clusters Score -6151586 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -6151754.500000 Penalty: 3570.820068
	Iteration 41Q: 3 clusters Score -6151754 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -6151944.000000 Penalty: 3570.820068
	Iteration 42Q: 3 clusters Score -6151944 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -6152111.000000 Penalty: 3570.820068
	Iteration 43Q: 3 clusters Score -6152111 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -6152259.000000 Penalty: 3570.820068
	Iteration 44Q: 3 clusters Score -6152259 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -6152389.000000 Penalty: 3570.820068
	Iteration 45Q: 3 clusters Score -6152389 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -6152499.500000 Penalty: 3570.820068
	Iteration 46Q: 3 clusters Score -6152500 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -6152636.000000 Penalty: 3570.820068
	Iteration 47Q: 3 clusters Score -6152636 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -6152750.500000 Penalty: 3570.820068
	Iteration 48Q: 3 clusters Score -6152750 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -6152867.000000 Penalty: 3570.820068
	Iteration 49Q: 3 clusters Score -6152867 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -6152987.000000 Penalty: 3570.820068
	Iteration 50Q: 3 clusters Score -6152987 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -6153077.500000 Penalty: 3570.820068
	Iteration 51Q: 3 clusters Score -6153078 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -6153180.000000 Penalty: 3570.820068
	Iteration 52Q: 3 clusters Score -6153180 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -6153265.500000 Penalty: 3570.820068
	Iteration 53Q: 3 clusters Score -6153266 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -6153345.500000 Penalty: 3570.820068
	Iteration 54Q: 3 clusters Score -6153346 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -6153412.500000 Penalty: 3570.820068
	Iteration 55Q: 3 clusters Score -6153412 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -6153467.500000 Penalty: 3570.820068
	Iteration 56Q: 3 clusters Score -6153468 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -6153501.500000 Penalty: 3570.820068
	Iteration 57Q: 3 clusters Score -6153502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -6153536.500000 Penalty: 3570.820068
	Iteration 58Q: 3 clusters Score -6153536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -6153585.000000 Penalty: 3570.820068
	Iteration 59Q: 3 clusters Score -6153585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -6153601.000000 Penalty: 3570.820068
	Iteration 60F: 3 clusters Score -6153601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -6153626.500000 Penalty: 3570.820068
	Iteration 61Q: 3 clusters Score -6153626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -6153645.500000 Penalty: 3570.820068
	Iteration 62Q: 3 clusters Score -6153646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -6153650.500000 Penalty: 3570.820068
	Iteration 63Q: 3 clusters Score -6153650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -6153673.000000 Penalty: 3570.820068
	Iteration 64Q: 3 clusters Score -6153673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -6153686.000000 Penalty: 3570.820068
	Iteration 65Q: 3 clusters Score -6153686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -6153693.000000 Penalty: 3570.820068
	Iteration 66Q: 3 clusters Score -6153693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -6153713.500000 Penalty: 3570.820068
	Iteration 67Q: 3 clusters Score -6153714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -6153720.000000 Penalty: 3570.820068
	Iteration 68Q: 3 clusters Score -6153720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -6153723.000000 Penalty: 3570.820068
	Iteration 69Q: 3 clusters Score -6153723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -6153721.500000 Penalty: 3570.820068
	Iteration 70Q: 3 clusters Score -6153722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -6153732.000000 Penalty: 3570.820068
	Iteration 71Q: 3 clusters Score -6153732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -6153752.000000 Penalty: 3570.820068
	Iteration 72Q: 3 clusters Score -6153752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -6153753.000000 Penalty: 3570.820068
	Iteration 73Q: 3 clusters Score -6153753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -6153754.000000 Penalty: 3570.820068
	Iteration 74Q: 3 clusters Score -6153754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -6153748.000000 Penalty: 3570.820068
	Iteration 75Q: 3 clusters Score -6153748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -6153751.500000 Penalty: 3570.820068
	Iteration 76Q: 3 clusters Score -6153752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -6153749.500000 Penalty: 3570.820068
	Iteration 77Q: 3 clusters Score -6153750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -6153753.000000 Penalty: 3570.820068
	Iteration 78Q: 3 clusters Score -6153753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -6153748.500000 Penalty: 3570.820068
	Iteration 79Q: 3 clusters Score -6153748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -6153762.500000 Penalty: 3570.820068
	Iteration 80F: 3 clusters Score -6153762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -6153759.000000 Penalty: 3570.820068
	Iteration 81Q: 3 clusters Score -6153759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -6153758.000000 Penalty: 3570.820068
	Iteration 82Q: 3 clusters Score -6153758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -6153765.000000 Penalty: 3570.820068
	Iteration 83Q: 3 clusters Score -6153765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -6153765.000000 Penalty: 3570.820068
	Iteration 84Q: 3 clusters Score -6153765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -6153764.500000 Penalty: 3570.820068
	Iteration 85Q: 3 clusters Score -6153764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -6153774.000000 Penalty: 3570.820068
	Iteration 86Q: 3 clusters Score -6153774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -6153770.500000 Penalty: 3570.820068
	Iteration 87Q: 3 clusters Score -6153770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -6153774.500000 Penalty: 3570.820068
	Iteration 88Q: 3 clusters Score -6153774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -6153781.000000 Penalty: 3570.820068
	Iteration 89Q: 3 clusters Score -6153781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -6153787.500000 Penalty: 3570.820068
	Iteration 90Q: 3 clusters Score -6153788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -6153787.500000 Penalty: 3570.820068
	Iteration 91Q: 3 clusters Score -6153788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -6153791.500000 Penalty: 3570.820068
	Iteration 92Q: 3 clusters Score -6153792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -6153790.500000 Penalty: 3570.820068
	Iteration 93Q: 3 clusters Score -6153790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -6153791.500000 Penalty: 3570.820068
	Iteration 94Q: 3 clusters Score -6153792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -6153799.000000 Penalty: 3570.820068
	Iteration 95Q: 3 clusters Score -6153799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -6153804.000000 Penalty: 3570.820068
	Iteration 96Q: 3 clusters Score -6153804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -6153813.500000 Penalty: 3570.820068
	Iteration 97Q: 3 clusters Score -6153814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -6153819.500000 Penalty: 3570.820068
	Iteration 98Q: 3 clusters Score -6153820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -6153828.500000 Penalty: 3570.820068
	Iteration 99Q: 3 clusters Score -6153828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -6153827.500000 Penalty: 3570.820068
	Iteration 100F: 3 clusters Score -6153828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -6153838.500000 Penalty: 3570.820068
	Iteration 101Q: 3 clusters Score -6153838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -6153848.500000 Penalty: 3570.820068
	Iteration 102Q: 3 clusters Score -6153848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -6153853.500000 Penalty: 3570.820068
	Iteration 103Q: 3 clusters Score -6153854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -6153862.000000 Penalty: 3570.820068
	Iteration 104Q: 3 clusters Score -6153862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -6153869.000000 Penalty: 3570.820068
	Iteration 105Q: 3 clusters Score -6153869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -6153873.000000 Penalty: 3570.820068
	Iteration 106Q: 3 clusters Score -6153873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -6153880.000000 Penalty: 3570.820068
	Iteration 107Q: 3 clusters Score -6153880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -6153879.000000 Penalty: 3570.820068
	Iteration 108Q: 3 clusters Score -6153879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -6153882.500000 Penalty: 3570.820068
	Iteration 109Q: 3 clusters Score -6153882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -6153880.000000 Penalty: 3570.820068
	Iteration 110Q: 3 clusters Score -6153880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -6153886.000000 Penalty: 3570.820068
	Iteration 111Q: 3 clusters Score -6153886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -6153889.500000 Penalty: 3570.820068
	Iteration 112Q: 3 clusters Score -6153890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -6153891.000000 Penalty: 3570.820068
	Iteration 113Q: 3 clusters Score -6153891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -6153895.500000 Penalty: 3570.820068
	Iteration 114Q: 3 clusters Score -6153896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -6153892.000000 Penalty: 3570.820068
	Iteration 115Q: 3 clusters Score -6153892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -6153893.000000 Penalty: 3570.820068
	Iteration 116Q: 3 clusters Score -6153893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -6153891.500000 Penalty: 3570.820068
	Iteration 117Q: 3 clusters Score -6153892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -6153894.500000 Penalty: 3570.820068
	Iteration 118Q: 3 clusters Score -6153894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -6153895.500000 Penalty: 3570.820068
	Iteration 119Q: 3 clusters Score -6153896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -6153895.500000 Penalty: 3570.820068
	Iteration 120F: 3 clusters Score -6153896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Entering Unmasked Estep 
Score: -6014511.500000 Penalty: 1789.937378
	Iteration 0F: 2 clusters Score -6014512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -5973947.000000 Penalty: 3579.874756
	Iteration 0F: 3 clusters Score -5973947 nChanged 28579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -5990705.500000 Penalty: 3579.874756
	Iteration 1F: 3 clusters Score -5990706 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -5991563.000000 Penalty: 3579.874756
	Iteration 2Q: 3 clusters Score -5991563 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -5992777.000000 Penalty: 3579.874756
	Iteration 3Q: 3 clusters Score -5992777 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -5994490.500000 Penalty: 3579.874756
	Iteration 4F: 3 clusters Score -5994490 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -5996744.000000 Penalty: 3579.874756
	Iteration 5F: 3 clusters Score -5996744 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -5999301.500000 Penalty: 3579.874756
	Iteration 6F: 3 clusters Score -5999302 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -6001475.000000 Penalty: 3579.874756
	Iteration 7F: 3 clusters Score -6001475 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6003163.500000 Penalty: 3579.874756
	Iteration 8F: 3 clusters Score -6003164 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -6004226.000000 Penalty: 3579.874756
	Iteration 9Q: 3 clusters Score -6004226 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -6004968.500000 Penalty: 3579.874756
	Iteration 10Q: 3 clusters Score -6004968 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -6005701.000000 Penalty: 3579.874756
	Iteration 11Q: 3 clusters Score -6005701 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -6006547.500000 Penalty: 3579.874756
	Iteration 12Q: 3 clusters Score -6006548 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -6008055.000000 Penalty: 3579.874756
	Iteration 13Q: 3 clusters Score -6008055 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -6011435.500000 Penalty: 3579.874756
	Iteration 14Q: 3 clusters Score -6011436 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -6012357.500000 Penalty: 3579.874756
	Iteration 15Q: 3 clusters Score -6012358 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -6012472.500000 Penalty: 3579.874756
	Iteration 16Q: 3 clusters Score -6012472 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -6012508.000000 Penalty: 3579.874756
	Iteration 17Q: 3 clusters Score -6012508 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -6012544.500000 Penalty: 3579.874756
	Iteration 18Q: 3 clusters Score -6012544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -6012594.000000 Penalty: 3579.874756
	Iteration 19Q: 3 clusters Score -6012594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -6012599.500000 Penalty: 3579.874756
	Iteration 20F: 3 clusters Score -6012600 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -6012628.000000 Penalty: 3579.874756
	Iteration 21Q: 3 clusters Score -6012628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -6012659.000000 Penalty: 3579.874756
	Iteration 22Q: 3 clusters Score -6012659 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -6012689.500000 Penalty: 3579.874756
	Iteration 23Q: 3 clusters Score -6012690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -6012701.000000 Penalty: 3579.874756
	Iteration 24Q: 3 clusters Score -6012701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -6012704.500000 Penalty: 3579.874756
	Iteration 25Q: 3 clusters Score -6012704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -6012726.000000 Penalty: 3579.874756
	Iteration 26Q: 3 clusters Score -6012726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -6012728.500000 Penalty: 3579.874756
	Iteration 27Q: 3 clusters Score -6012728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -6012743.000000 Penalty: 3579.874756
	Iteration 28Q: 3 clusters Score -6012743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -6012752.500000 Penalty: 3579.874756
	Iteration 29Q: 3 clusters Score -6012752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -6012765.500000 Penalty: 3579.874756
	Iteration 30Q: 3 clusters Score -6012766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -6012758.500000 Penalty: 3579.874756
	Iteration 31Q: 3 clusters Score -6012758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -6012760.000000 Penalty: 3579.874756
	Iteration 32Q: 3 clusters Score -6012760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -6012760.500000 Penalty: 3579.874756
	Iteration 33Q: 3 clusters Score -6012760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -6012772.500000 Penalty: 3579.874756
	Iteration 34Q: 3 clusters Score -6012772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -6012786.500000 Penalty: 3579.874756
	Iteration 35Q: 3 clusters Score -6012786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -6012784.000000 Penalty: 3579.874756
	Iteration 36Q: 3 clusters Score -6012784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -6012788.000000 Penalty: 3579.874756
	Iteration 37Q: 3 clusters Score -6012788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -6012796.500000 Penalty: 3579.874756
	Iteration 38Q: 3 clusters Score -6012796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -6012806.500000 Penalty: 3579.874756
	Iteration 39Q: 3 clusters Score -6012806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -6012802.000000 Penalty: 3579.874756
	Iteration 40F: 3 clusters Score -6012802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -6012809.000000 Penalty: 3579.874756
	Iteration 41Q: 3 clusters Score -6012809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -6012817.000000 Penalty: 3579.874756
	Iteration 42Q: 3 clusters Score -6012817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -6012820.000000 Penalty: 3579.874756
	Iteration 43Q: 3 clusters Score -6012820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -6012819.500000 Penalty: 3579.874756
	Iteration 44Q: 3 clusters Score -6012820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -6012828.000000 Penalty: 3579.874756
	Iteration 45Q: 3 clusters Score -6012828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -6012835.000000 Penalty: 3579.874756
	Iteration 46Q: 3 clusters Score -6012835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -6012836.000000 Penalty: 3579.874756
	Iteration 47Q: 3 clusters Score -6012836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -6012843.000000 Penalty: 3579.874756
	Iteration 48Q: 3 clusters Score -6012843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -6012840.500000 Penalty: 3579.874756
	Iteration 49Q: 3 clusters Score -6012840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -6012838.000000 Penalty: 3579.874756
	Iteration 50Q: 3 clusters Score -6012838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -6012835.000000 Penalty: 3579.874756
	Iteration 51Q: 3 clusters Score -6012835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -6012846.500000 Penalty: 3579.874756
	Iteration 52Q: 3 clusters Score -6012846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -6012838.500000 Penalty: 3579.874756
	Iteration 53Q: 3 clusters Score -6012838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -6012848.500000 Penalty: 3579.874756
	Iteration 54Q: 3 clusters Score -6012848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -6012851.500000 Penalty: 3579.874756
	Iteration 55Q: 3 clusters Score -6012852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -6012848.000000 Penalty: 3579.874756
	Iteration 56Q: 3 clusters Score -6012848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -6012841.500000 Penalty: 3579.874756
	Iteration 57Q: 3 clusters Score -6012842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -6012845.000000 Penalty: 3579.874756
	Iteration 58Q: 3 clusters Score -6012845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -6012843.000000 Penalty: 3579.874756
	Iteration 59Q: 3 clusters Score -6012843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -6012844.000000 Penalty: 3579.874756
	Iteration 60F: 3 clusters Score -6012844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -6012845.000000 Penalty: 3579.874756
	Iteration 61Q: 3 clusters Score -6012845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -6012849.000000 Penalty: 3579.874756
	Iteration 62Q: 3 clusters Score -6012849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -6012845.500000 Penalty: 3579.874756
	Iteration 63Q: 3 clusters Score -6012846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -6012845.500000 Penalty: 3579.874756
	Iteration 64F: 3 clusters Score -6012846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -197244.203125 Penalty: 1236.924438
	Iteration 0F: 2 clusters Score -197244.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -195159.796875 Penalty: 2473.848877
	Iteration 0F: 3 clusters Score -195159.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -195608.046875 Penalty: 2473.848877
	Iteration 1F: 3 clusters Score -195608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -195730.500000 Penalty: 2473.848877
	Iteration 2F: 3 clusters Score -195730.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -195833.140625 Penalty: 2473.848877
	Iteration 3F: 3 clusters Score -195833.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -195922.562500 Penalty: 2473.848877
	Iteration 4Q: 3 clusters Score -195922.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -195997.000000 Penalty: 2473.848877
	Iteration 5Q: 3 clusters Score -195997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -196043.265625 Penalty: 2473.848877
	Iteration 6Q: 3 clusters Score -196043.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -196085.078125 Penalty: 2473.848877
	Iteration 7Q: 3 clusters Score -196085.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -196128.640625 Penalty: 2473.848877
	Iteration 8Q: 3 clusters Score -196128.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -196175.734375 Penalty: 2473.848877
	Iteration 9Q: 3 clusters Score -196175.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -196228.984375 Penalty: 2473.848877
	Iteration 10Q: 3 clusters Score -196229 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -196276.828125 Penalty: 2473.848877
	Iteration 11Q: 3 clusters Score -196276.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -196310.515625 Penalty: 2473.848877
	Iteration 12Q: 3 clusters Score -196310.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -196331.656250 Penalty: 2473.848877
	Iteration 13Q: 3 clusters Score -196331.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -196351.703125 Penalty: 2473.848877
	Iteration 14Q: 3 clusters Score -196351.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -196372.171875 Penalty: 2473.848877
	Iteration 15Q: 3 clusters Score -196372.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -196390.281250 Penalty: 2473.848877
	Iteration 16Q: 3 clusters Score -196390.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -196402.921875 Penalty: 2473.848877
	Iteration 17Q: 3 clusters Score -196402.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -196415.000000 Penalty: 2473.848877
	Iteration 18Q: 3 clusters Score -196415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -196422.421875 Penalty: 2473.848877
	Iteration 19Q: 3 clusters Score -196422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -196429.593750 Penalty: 2473.848877
	Iteration 20F: 3 clusters Score -196429.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -196432.828125 Penalty: 2473.848877
	Iteration 21Q: 3 clusters Score -196432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -196433.546875 Penalty: 2473.848877
	Iteration 22Q: 3 clusters Score -196433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -196434.781250 Penalty: 2473.848877
	Iteration 23Q: 3 clusters Score -196434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -196437.218750 Penalty: 2473.848877
	Iteration 24Q: 3 clusters Score -196437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -196439.750000 Penalty: 2473.848877
	Iteration 25Q: 3 clusters Score -196439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -196442.265625 Penalty: 2473.848877
	Iteration 26Q: 3 clusters Score -196442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -196442.437500 Penalty: 2473.848877
	Iteration 27Q: 3 clusters Score -196442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -196442.437500 Penalty: 2473.848877
	Iteration 28F: 3 clusters Score -196442.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (289215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289215 members 
Entering Unmasked Estep 
Score: -29393198.000000 Penalty: 2043.425415
	Iteration 0F: 2 clusters Score -2.93932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144316 members 
Mstep: Class 2 contains 144899 members 
Entering Unmasked Estep 
Score: -29202274.000000 Penalty: 4086.850830
	Iteration 0F: 3 clusters Score -2.920227e+07 nChanged 141156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135306 members 
Mstep: Class 2 contains 153909 members 
Entering Unmasked Estep 
Score: -29289348.000000 Penalty: 4086.850830
	Iteration 1F: 3 clusters Score -2.928935e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129122 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -29293286.000000 Penalty: 4086.850830
	Iteration 2Q: 3 clusters Score -2.929329e+07 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119894 members 
Mstep: Class 2 contains 169321 members 
Entering Unmasked Estep 
Score: -29299064.000000 Penalty: 4086.850830
	Iteration 3Q: 3 clusters Score -2.929906e+07 nChanged 16433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 182008 members 
Entering Unmasked Estep 
Score: -29307866.000000 Penalty: 4086.850830
	Iteration 4F: 3 clusters Score -2.930787e+07 nChanged 19017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 198021 members 
Entering Unmasked Estep 
Score: -29319388.000000 Penalty: 4086.850830
	Iteration 5F: 3 clusters Score -2.931939e+07 nChanged 19752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 215755 members 
Entering Unmasked Estep 
Score: -29332922.000000 Penalty: 4086.850830
	Iteration 6F: 3 clusters Score -2.933292e+07 nChanged 18497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 233022 members 
Entering Unmasked Estep 
Score: -29347060.000000 Penalty: 4086.850830
	Iteration 7F: 3 clusters Score -2.934706e+07 nChanged 15347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 247475 members 
Entering Unmasked Estep 
Score: -29360222.000000 Penalty: 4086.850830
	Iteration 8F: 3 clusters Score -2.936022e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 257577 members 
Entering Unmasked Estep 
Score: -29370436.000000 Penalty: 4086.850830
	Iteration 9Q: 3 clusters Score -2.937044e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 263780 members 
Entering Unmasked Estep 
Score: -29376220.000000 Penalty: 4086.850830
	Iteration 10Q: 3 clusters Score -2.937622e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 267950 members 
Entering Unmasked Estep 
Score: -29379116.000000 Penalty: 4086.850830
	Iteration 11Q: 3 clusters Score -2.937912e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 271240 members 
Entering Unmasked Estep 
Score: -29381310.000000 Penalty: 4086.850830
	Iteration 12Q: 3 clusters Score -2.938131e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 274019 members 
Entering Unmasked Estep 
Score: -29382938.000000 Penalty: 4086.850830
	Iteration 13Q: 3 clusters Score -2.938294e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 276340 members 
Entering Unmasked Estep 
Score: -29384400.000000 Penalty: 4086.850830
	Iteration 14Q: 3 clusters Score -2.93844e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 278226 members 
Entering Unmasked Estep 
Score: -29385740.000000 Penalty: 4086.850830
	Iteration 15Q: 3 clusters Score -2.938574e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 279815 members 
Entering Unmasked Estep 
Score: -29386762.000000 Penalty: 4086.850830
	Iteration 16Q: 3 clusters Score -2.938676e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 281126 members 
Entering Unmasked Estep 
Score: -29387608.000000 Penalty: 4086.850830
	Iteration 17Q: 3 clusters Score -2.938761e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 282159 members 
Entering Unmasked Estep 
Score: -29388170.000000 Penalty: 4086.850830
	Iteration 18Q: 3 clusters Score -2.938817e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 283017 members 
Entering Unmasked Estep 
Score: -29388582.000000 Penalty: 4086.850830
	Iteration 19Q: 3 clusters Score -2.938858e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 283736 members 
Entering Unmasked Estep 
Score: -29389078.000000 Penalty: 4086.850830
	Iteration 20F: 3 clusters Score -2.938908e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 284277 members 
Entering Unmasked Estep 
Score: -29389460.000000 Penalty: 4086.850830
	Iteration 21Q: 3 clusters Score -2.938946e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 284742 members 
Entering Unmasked Estep 
Score: -29389734.000000 Penalty: 4086.850830
	Iteration 22Q: 3 clusters Score -2.938973e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 285141 members 
Entering Unmasked Estep 
Score: -29390010.000000 Penalty: 4086.850830
	Iteration 23Q: 3 clusters Score -2.939001e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 285465 members 
Entering Unmasked Estep 
Score: -29390196.000000 Penalty: 4086.850830
	Iteration 24Q: 3 clusters Score -2.93902e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 285710 members 
Entering Unmasked Estep 
Score: -29390368.000000 Penalty: 4086.850830
	Iteration 25Q: 3 clusters Score -2.939037e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 285950 members 
Entering Unmasked Estep 
Score: -29390550.000000 Penalty: 4086.850830
	Iteration 26Q: 3 clusters Score -2.939055e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 286138 members 
Entering Unmasked Estep 
Score: -29390672.000000 Penalty: 4086.850830
	Iteration 27Q: 3 clusters Score -2.939067e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 286324 members 
Entering Unmasked Estep 
Score: -29390776.000000 Penalty: 4086.850830
	Iteration 28Q: 3 clusters Score -2.939078e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 286461 members 
Entering Unmasked Estep 
Score: -29390876.000000 Penalty: 4086.850830
	Iteration 29Q: 3 clusters Score -2.939088e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 286576 members 
Entering Unmasked Estep 
Score: -29390908.000000 Penalty: 4086.850830
	Iteration 30Q: 3 clusters Score -2.939091e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 286687 members 
Entering Unmasked Estep 
Score: -29390966.000000 Penalty: 4086.850830
	Iteration 31Q: 3 clusters Score -2.939097e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 286774 members 
Entering Unmasked Estep 
Score: -29391036.000000 Penalty: 4086.850830
	Iteration 32Q: 3 clusters Score -2.939104e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 286851 members 
Entering Unmasked Estep 
Score: -29391046.000000 Penalty: 4086.850830
	Iteration 33Q: 3 clusters Score -2.939105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 286910 members 
Entering Unmasked Estep 
Score: -29391054.000000 Penalty: 4086.850830
	Iteration 34Q: 3 clusters Score -2.939105e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 286971 members 
Entering Unmasked Estep 
Score: -29391068.000000 Penalty: 4086.850830
	Iteration 35Q: 3 clusters Score -2.939107e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 287027 members 
Entering Unmasked Estep 
Score: -29391082.000000 Penalty: 4086.850830
	Iteration 36Q: 3 clusters Score -2.939108e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 287074 members 
Entering Unmasked Estep 
Score: -29391118.000000 Penalty: 4086.850830
	Iteration 37Q: 3 clusters Score -2.939112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 287106 members 
Entering Unmasked Estep 
Score: -29391124.000000 Penalty: 4086.850830
	Iteration 38Q: 3 clusters Score -2.939112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 287138 members 
Entering Unmasked Estep 
Score: -29391136.000000 Penalty: 4086.850830
	Iteration 39Q: 3 clusters Score -2.939114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 287157 members 
Entering Unmasked Estep 
Score: -29391126.000000 Penalty: 4086.850830
	Iteration 40F: 3 clusters Score -2.939113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 287177 members 
Entering Unmasked Estep 
Score: -29391138.000000 Penalty: 4086.850830
	Iteration 41Q: 3 clusters Score -2.939114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 287192 members 
Entering Unmasked Estep 
Score: -29391134.000000 Penalty: 4086.850830
	Iteration 42Q: 3 clusters Score -2.939113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 287208 members 
Entering Unmasked Estep 
Score: -29391120.000000 Penalty: 4086.850830
	Iteration 43Q: 3 clusters Score -2.939112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 287225 members 
Entering Unmasked Estep 
Score: -29391150.000000 Penalty: 4086.850830
	Iteration 44Q: 3 clusters Score -2.939115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 287239 members 
Entering Unmasked Estep 
Score: -29391140.000000 Penalty: 4086.850830
	Iteration 45Q: 3 clusters Score -2.939114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 287250 members 
Entering Unmasked Estep 
Score: -29391156.000000 Penalty: 4086.850830
	Iteration 46Q: 3 clusters Score -2.939116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 287260 members 
Entering Unmasked Estep 
Score: -29391182.000000 Penalty: 4086.850830
	Iteration 47Q: 3 clusters Score -2.939118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 287266 members 
Entering Unmasked Estep 
Score: -29391214.000000 Penalty: 4086.850830
	Iteration 48Q: 3 clusters Score -2.939121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 287269 members 
Entering Unmasked Estep 
Score: -29391200.000000 Penalty: 4086.850830
	Iteration 49Q: 3 clusters Score -2.93912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 287273 members 
Entering Unmasked Estep 
Score: -29391218.000000 Penalty: 4086.850830
	Iteration 50Q: 3 clusters Score -2.939122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 287277 members 
Entering Unmasked Estep 
Score: -29391210.000000 Penalty: 4086.850830
	Iteration 51Q: 3 clusters Score -2.939121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 287281 members 
Entering Unmasked Estep 
Score: -29391210.000000 Penalty: 4086.850830
	Iteration 52Q: 3 clusters Score -2.939121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 287288 members 
Entering Unmasked Estep 
Score: -29391196.000000 Penalty: 4086.850830
	Iteration 53Q: 3 clusters Score -2.93912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 287290 members 
Entering Unmasked Estep 
Score: -29391206.000000 Penalty: 4086.850830
	Iteration 54Q: 3 clusters Score -2.939121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 287293 members 
Entering Unmasked Estep 
Score: -29391208.000000 Penalty: 4086.850830
	Iteration 55Q: 3 clusters Score -2.939121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 287300 members 
Entering Unmasked Estep 
Score: -29391204.000000 Penalty: 4086.850830
	Iteration 56Q: 3 clusters Score -2.93912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 287305 members 
Entering Unmasked Estep 
Score: -29391204.000000 Penalty: 4086.850830
	Iteration 57Q: 3 clusters Score -2.93912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 287309 members 
Entering Unmasked Estep 
Score: -29391222.000000 Penalty: 4086.850830
	Iteration 58Q: 3 clusters Score -2.939122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 287313 members 
Entering Unmasked Estep 
Score: -29391228.000000 Penalty: 4086.850830
	Iteration 59Q: 3 clusters Score -2.939123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 287322 members 
Entering Unmasked Estep 
Score: -29391222.000000 Penalty: 4086.850830
	Iteration 60F: 3 clusters Score -2.939122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 287322 members 
Entering Unmasked Estep 
Score: -29391218.000000 Penalty: 4086.850830
	Iteration 61Q: 3 clusters Score -2.939122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 287322 members 
Entering Unmasked Estep 
Score: -29391218.000000 Penalty: 4086.850830
	Iteration 62F: 3 clusters Score -2.939122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -342446.687500 Penalty: 1313.490845
	Iteration 0F: 2 clusters Score -342446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -339571.875000 Penalty: 2626.981689
	Iteration 0F: 3 clusters Score -339571.9 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -340247.125000 Penalty: 2626.981689
	Iteration 1F: 3 clusters Score -340247.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -340371.031250 Penalty: 2626.981689
	Iteration 2F: 3 clusters Score -340371 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -340449.437500 Penalty: 2626.981689
	Iteration 3Q: 3 clusters Score -340449.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -340502.843750 Penalty: 2626.981689
	Iteration 4Q: 3 clusters Score -340502.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -340543.843750 Penalty: 2626.981689
	Iteration 5Q: 3 clusters Score -340543.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -340566.062500 Penalty: 2626.981689
	Iteration 6Q: 3 clusters Score -340566.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -340580.593750 Penalty: 2626.981689
	Iteration 7Q: 3 clusters Score -340580.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -340591.125000 Penalty: 2626.981689
	Iteration 8Q: 3 clusters Score -340591.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -340598.593750 Penalty: 2626.981689
	Iteration 9Q: 3 clusters Score -340598.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -340613.656250 Penalty: 2626.981689
	Iteration 10Q: 3 clusters Score -340613.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -340622.156250 Penalty: 2626.981689
	Iteration 11Q: 3 clusters Score -340622.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -340632.250000 Penalty: 2626.981689
	Iteration 12Q: 3 clusters Score -340632.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -340643.468750 Penalty: 2626.981689
	Iteration 13Q: 3 clusters Score -340643.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -340653.843750 Penalty: 2626.981689
	Iteration 14Q: 3 clusters Score -340653.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -340663.375000 Penalty: 2626.981689
	Iteration 15Q: 3 clusters Score -340663.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -340671.875000 Penalty: 2626.981689
	Iteration 16Q: 3 clusters Score -340671.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -340684.812500 Penalty: 2626.981689
	Iteration 17Q: 3 clusters Score -340684.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -340694.093750 Penalty: 2626.981689
	Iteration 18Q: 3 clusters Score -340694.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -340699.250000 Penalty: 2626.981689
	Iteration 19Q: 3 clusters Score -340699.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -340703.343750 Penalty: 2626.981689
	Iteration 20F: 3 clusters Score -340703.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -340709.593750 Penalty: 2626.981689
	Iteration 21Q: 3 clusters Score -340709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -340711.906250 Penalty: 2626.981689
	Iteration 22Q: 3 clusters Score -340711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -340712.718750 Penalty: 2626.981689
	Iteration 23Q: 3 clusters Score -340712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -340713.125000 Penalty: 2626.981689
	Iteration 24Q: 3 clusters Score -340713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -340713.062500 Penalty: 2626.981689
	Iteration 25Q: 3 clusters Score -340713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -340714.843750 Penalty: 2626.981689
	Iteration 26Q: 3 clusters Score -340714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -340716.531250 Penalty: 2626.981689
	Iteration 27Q: 3 clusters Score -340716.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -340716.500000 Penalty: 2626.981689
	Iteration 28Q: 3 clusters Score -340716.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -340717.500000 Penalty: 2626.981689
	Iteration 29Q: 3 clusters Score -340717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -340717.718750 Penalty: 2626.981689
	Iteration 30Q: 3 clusters Score -340717.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -340719.312500 Penalty: 2626.981689
	Iteration 31Q: 3 clusters Score -340719.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -340720.468750 Penalty: 2626.981689
	Iteration 32Q: 3 clusters Score -340720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -340721.656250 Penalty: 2626.981689
	Iteration 33Q: 3 clusters Score -340721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -340722.656250 Penalty: 2626.981689
	Iteration 34Q: 3 clusters Score -340722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -340722.812500 Penalty: 2626.981689
	Iteration 35Q: 3 clusters Score -340722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -340722.812500 Penalty: 2626.981689
	Iteration 36F: 3 clusters Score -340722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Entering Unmasked Estep 
Score: -4378705.500000 Penalty: 1731.777954
	Iteration 0F: 2 clusters Score -4378706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -4350241.500000 Penalty: 3463.555908
	Iteration 0F: 3 clusters Score -4350242 nChanged 19762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4361510.500000 Penalty: 3463.555908
	Iteration 1F: 3 clusters Score -4361510 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4362045.500000 Penalty: 3463.555908
	Iteration 2Q: 3 clusters Score -4362046 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -4362799.500000 Penalty: 3463.555908
	Iteration 3Q: 3 clusters Score -4362800 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4363812.500000 Penalty: 3463.555908
	Iteration 4F: 3 clusters Score -4363812 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4365481.000000 Penalty: 3463.555908
	Iteration 5F: 3 clusters Score -4365481 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4368033.000000 Penalty: 3463.555908
	Iteration 6F: 3 clusters Score -4368033 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -4371259.500000 Penalty: 3463.555908
	Iteration 7F: 3 clusters Score -4371260 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -4374270.500000 Penalty: 3463.555908
	Iteration 8F: 3 clusters Score -4374270 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -4376027.500000 Penalty: 3463.555908
	Iteration 9Q: 3 clusters Score -4376028 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -4376724.500000 Penalty: 3463.555908
	Iteration 10Q: 3 clusters Score -4376724 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4376976.000000 Penalty: 3463.555908
	Iteration 11Q: 3 clusters Score -4376976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -4377067.000000 Penalty: 3463.555908
	Iteration 12Q: 3 clusters Score -4377067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -4377106.500000 Penalty: 3463.555908
	Iteration 13Q: 3 clusters Score -4377106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -4377135.500000 Penalty: 3463.555908
	Iteration 14Q: 3 clusters Score -4377136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -4377147.000000 Penalty: 3463.555908
	Iteration 15Q: 3 clusters Score -4377147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -4377162.000000 Penalty: 3463.555908
	Iteration 16Q: 3 clusters Score -4377162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -4377167.000000 Penalty: 3463.555908
	Iteration 17Q: 3 clusters Score -4377167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -4377167.000000 Penalty: 3463.555908
	Iteration 18F: 3 clusters Score -4377167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Entering Unmasked Estep 
Score: -484944.625000 Penalty: 1386.303223
	Iteration 0F: 2 clusters Score -484944.6 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 2506 members 
Entering Unmasked Estep 
Score: -480908.718750 Penalty: 2772.606445
	Iteration 0F: 3 clusters Score -480908.7 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -482325.093750 Penalty: 2772.606445
	Iteration 1F: 3 clusters Score -482325.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -482809.937500 Penalty: 2772.606445
	Iteration 2F: 3 clusters Score -482809.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -483236.718750 Penalty: 2772.606445
	Iteration 3F: 3 clusters Score -483236.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -483632.812500 Penalty: 2772.606445
	Iteration 4F: 3 clusters Score -483632.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -483964.562500 Penalty: 2772.606445
	Iteration 5F: 3 clusters Score -483964.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -484193.312500 Penalty: 2772.606445
	Iteration 6F: 3 clusters Score -484193.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -484387.218750 Penalty: 2772.606445
	Iteration 7Q: 3 clusters Score -484387.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -484530.031250 Penalty: 2772.606445
	Iteration 8Q: 3 clusters Score -484530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -484631.593750 Penalty: 2772.606445
	Iteration 9Q: 3 clusters Score -484631.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -484696.812500 Penalty: 2772.606445
	Iteration 10Q: 3 clusters Score -484696.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -484733.218750 Penalty: 2772.606445
	Iteration 11Q: 3 clusters Score -484733.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -484759.875000 Penalty: 2772.606445
	Iteration 12Q: 3 clusters Score -484759.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -484777.875000 Penalty: 2772.606445
	Iteration 13Q: 3 clusters Score -484777.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -484787.250000 Penalty: 2772.606445
	Iteration 14Q: 3 clusters Score -484787.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -484793.812500 Penalty: 2772.606445
	Iteration 15Q: 3 clusters Score -484793.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -484799.875000 Penalty: 2772.606445
	Iteration 16Q: 3 clusters Score -484799.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -484801.468750 Penalty: 2772.606445
	Iteration 17Q: 3 clusters Score -484801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -484803.406250 Penalty: 2772.606445
	Iteration 18Q: 3 clusters Score -484803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -484804.375000 Penalty: 2772.606445
	Iteration 19Q: 3 clusters Score -484804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -484805.375000 Penalty: 2772.606445
	Iteration 20F: 3 clusters Score -484805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -484805.312500 Penalty: 2772.606445
	Iteration 21Q: 3 clusters Score -484805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -484805.312500 Penalty: 2772.606445
	Iteration 22F: 3 clusters Score -484805.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Entering Unmasked Estep 
Score: -6582995.500000 Penalty: 1797.572876
	Iteration 0F: 2 clusters Score -6582996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -6540390.500000 Penalty: 3595.145752
	Iteration 0F: 3 clusters Score -6540390 nChanged 30193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -6557681.500000 Penalty: 3595.145752
	Iteration 1F: 3 clusters Score -6557682 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -6558215.500000 Penalty: 3595.145752
	Iteration 2Q: 3 clusters Score -6558216 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -6559123.500000 Penalty: 3595.145752
	Iteration 3Q: 3 clusters Score -6559124 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -6560764.500000 Penalty: 3595.145752
	Iteration 4F: 3 clusters Score -6560764 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -6563747.000000 Penalty: 3595.145752
	Iteration 5F: 3 clusters Score -6563747 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -6568631.500000 Penalty: 3595.145752
	Iteration 6F: 3 clusters Score -6568632 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -6574445.000000 Penalty: 3595.145752
	Iteration 7F: 3 clusters Score -6574445 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6578586.500000 Penalty: 3595.145752
	Iteration 8F: 3 clusters Score -6578586 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6580477.000000 Penalty: 3595.145752
	Iteration 9Q: 3 clusters Score -6580477 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6581094.000000 Penalty: 3595.145752
	Iteration 10Q: 3 clusters Score -6581094 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6581247.000000 Penalty: 3595.145752
	Iteration 11Q: 3 clusters Score -6581247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6581329.000000 Penalty: 3595.145752
	Iteration 12Q: 3 clusters Score -6581329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6581356.000000 Penalty: 3595.145752
	Iteration 13Q: 3 clusters Score -6581356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6581378.000000 Penalty: 3595.145752
	Iteration 14Q: 3 clusters Score -6581378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6581407.000000 Penalty: 3595.145752
	Iteration 15Q: 3 clusters Score -6581407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6581423.500000 Penalty: 3595.145752
	Iteration 16Q: 3 clusters Score -6581424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6581434.000000 Penalty: 3595.145752
	Iteration 17Q: 3 clusters Score -6581434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6581445.000000 Penalty: 3595.145752
	Iteration 18Q: 3 clusters Score -6581445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6581449.500000 Penalty: 3595.145752
	Iteration 19Q: 3 clusters Score -6581450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6581444.500000 Penalty: 3595.145752
	Iteration 20F: 3 clusters Score -6581444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6581443.000000 Penalty: 3595.145752
	Iteration 21Q: 3 clusters Score -6581443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6581443.000000 Penalty: 3595.145752
	Iteration 22F: 3 clusters Score -6581443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Entering Unmasked Estep 
Score: -259189.281250 Penalty: 1273.345947
	Iteration 0F: 2 clusters Score -259189.3 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 1251 members 
Entering Unmasked Estep 
Score: -256779.015625 Penalty: 2546.691895
	Iteration 0F: 3 clusters Score -256779 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -257288.328125 Penalty: 2546.691895
	Iteration 1F: 3 clusters Score -257288.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -257417.000000 Penalty: 2546.691895
	Iteration 2F: 3 clusters Score -257417 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -257492.968750 Penalty: 2546.691895
	Iteration 3F: 3 clusters Score -257493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -257544.156250 Penalty: 2546.691895
	Iteration 4Q: 3 clusters Score -257544.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -257587.937500 Penalty: 2546.691895
	Iteration 5Q: 3 clusters Score -257587.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -257620.140625 Penalty: 2546.691895
	Iteration 6Q: 3 clusters Score -257620.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -257649.171875 Penalty: 2546.691895
	Iteration 7Q: 3 clusters Score -257649.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -257677.203125 Penalty: 2546.691895
	Iteration 8Q: 3 clusters Score -257677.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -257703.156250 Penalty: 2546.691895
	Iteration 9Q: 3 clusters Score -257703.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -257731.609375 Penalty: 2546.691895
	Iteration 10Q: 3 clusters Score -257731.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -257752.953125 Penalty: 2546.691895
	Iteration 11Q: 3 clusters Score -257753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -257772.421875 Penalty: 2546.691895
	Iteration 12Q: 3 clusters Score -257772.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -257789.765625 Penalty: 2546.691895
	Iteration 13Q: 3 clusters Score -257789.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -257808.718750 Penalty: 2546.691895
	Iteration 14Q: 3 clusters Score -257808.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -257832.843750 Penalty: 2546.691895
	Iteration 15Q: 3 clusters Score -257832.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -257857.781250 Penalty: 2546.691895
	Iteration 16Q: 3 clusters Score -257857.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -257882.703125 Penalty: 2546.691895
	Iteration 17Q: 3 clusters Score -257882.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -257907.359375 Penalty: 2546.691895
	Iteration 18Q: 3 clusters Score -257907.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -257934.968750 Penalty: 2546.691895
	Iteration 19Q: 3 clusters Score -257935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -257957.187500 Penalty: 2546.691895
	Iteration 20F: 3 clusters Score -257957.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -257976.078125 Penalty: 2546.691895
	Iteration 21Q: 3 clusters Score -257976.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -257993.000000 Penalty: 2546.691895
	Iteration 22Q: 3 clusters Score -257993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -258002.000000 Penalty: 2546.691895
	Iteration 23Q: 3 clusters Score -258002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -258015.437500 Penalty: 2546.691895
	Iteration 24Q: 3 clusters Score -258015.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -258028.265625 Penalty: 2546.691895
	Iteration 25Q: 3 clusters Score -258028.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -258050.406250 Penalty: 2546.691895
	Iteration 26Q: 3 clusters Score -258050.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -258066.140625 Penalty: 2546.691895
	Iteration 27Q: 3 clusters Score -258066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -258080.765625 Penalty: 2546.691895
	Iteration 28Q: 3 clusters Score -258080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -258090.140625 Penalty: 2546.691895
	Iteration 29Q: 3 clusters Score -258090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -258098.296875 Penalty: 2546.691895
	Iteration 30Q: 3 clusters Score -258098.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -258103.218750 Penalty: 2546.691895
	Iteration 31Q: 3 clusters Score -258103.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -258107.718750 Penalty: 2546.691895
	Iteration 32Q: 3 clusters Score -258107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -258110.984375 Penalty: 2546.691895
	Iteration 33Q: 3 clusters Score -258111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -258113.062500 Penalty: 2546.691895
	Iteration 34Q: 3 clusters Score -258113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -258114.500000 Penalty: 2546.691895
	Iteration 35Q: 3 clusters Score -258114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -258116.500000 Penalty: 2546.691895
	Iteration 36Q: 3 clusters Score -258116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -258120.109375 Penalty: 2546.691895
	Iteration 37Q: 3 clusters Score -258120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -258122.484375 Penalty: 2546.691895
	Iteration 38Q: 3 clusters Score -258122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -258123.515625 Penalty: 2546.691895
	Iteration 39Q: 3 clusters Score -258123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -258124.328125 Penalty: 2546.691895
	Iteration 40F: 3 clusters Score -258124.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (308875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308875 members 
Entering Unmasked Estep 
Score: -31368124.000000 Penalty: 2054.112305
	Iteration 0F: 2 clusters Score -3.136812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154901 members 
Mstep: Class 2 contains 153974 members 
Entering Unmasked Estep 
Score: -31167766.000000 Penalty: 4108.224609
	Iteration 0F: 3 clusters Score -3.116777e+07 nChanged 150758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 144598 members 
Entering Unmasked Estep 
Score: -31258290.000000 Penalty: 4108.224609
	Iteration 1F: 3 clusters Score -3.125829e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 138459 members 
Entering Unmasked Estep 
Score: -31260592.000000 Penalty: 4108.224609
	Iteration 2Q: 3 clusters Score -3.126059e+07 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179835 members 
Mstep: Class 2 contains 129040 members 
Entering Unmasked Estep 
Score: -31264740.000000 Penalty: 4108.224609
	Iteration 3Q: 3 clusters Score -3.126474e+07 nChanged 15643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193676 members 
Mstep: Class 2 contains 115199 members 
Entering Unmasked Estep 
Score: -31272014.000000 Penalty: 4108.224609
	Iteration 4F: 3 clusters Score -3.127201e+07 nChanged 20005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212209 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -31284408.000000 Penalty: 4108.224609
	Iteration 5F: 3 clusters Score -3.128441e+07 nChanged 22297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232986 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -31301404.000000 Penalty: 4108.224609
	Iteration 6F: 3 clusters Score -3.13014e+07 nChanged 19931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250991 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -31317268.000000 Penalty: 4108.224609
	Iteration 7F: 3 clusters Score -3.131727e+07 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263276 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -31328490.000000 Penalty: 4108.224609
	Iteration 8Q: 3 clusters Score -3.132849e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270513 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -31335884.000000 Penalty: 4108.224609
	Iteration 9Q: 3 clusters Score -3.133588e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275221 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -31340034.000000 Penalty: 4108.224609
	Iteration 10Q: 3 clusters Score -3.134003e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278905 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -31343886.000000 Penalty: 4108.224609
	Iteration 11Q: 3 clusters Score -3.134389e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282591 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -31347806.000000 Penalty: 4108.224609
	Iteration 12Q: 3 clusters Score -3.134781e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286529 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -31351048.000000 Penalty: 4108.224609
	Iteration 13Q: 3 clusters Score -3.135105e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290667 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -31353848.000000 Penalty: 4108.224609
	Iteration 14Q: 3 clusters Score -3.135385e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294745 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -31356848.000000 Penalty: 4108.224609
	Iteration 15Q: 3 clusters Score -3.135685e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298586 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -31359998.000000 Penalty: 4108.224609
	Iteration 16Q: 3 clusters Score -3.136e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302047 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -31362418.000000 Penalty: 4108.224609
	Iteration 17Q: 3 clusters Score -3.136242e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304811 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -31363968.000000 Penalty: 4108.224609
	Iteration 18Q: 3 clusters Score -3.136397e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306622 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -31365046.000000 Penalty: 4108.224609
	Iteration 19Q: 3 clusters Score -3.136505e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307642 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -31365882.000000 Penalty: 4108.224609
	Iteration 20F: 3 clusters Score -3.136588e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308138 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -31366220.000000 Penalty: 4108.224609
	Iteration 21Q: 3 clusters Score -3.136622e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308354 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -31366398.000000 Penalty: 4108.224609
	Iteration 22Q: 3 clusters Score -3.13664e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308439 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -31366442.000000 Penalty: 4108.224609
	Iteration 23Q: 3 clusters Score -3.136644e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308486 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31366492.000000 Penalty: 4108.224609
	Iteration 24Q: 3 clusters Score -3.136649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308509 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31366514.000000 Penalty: 4108.224609
	Iteration 25Q: 3 clusters Score -3.136651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308528 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31366534.000000 Penalty: 4108.224609
	Iteration 26Q: 3 clusters Score -3.136653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308539 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31366552.000000 Penalty: 4108.224609
	Iteration 27Q: 3 clusters Score -3.136655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308543 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -31366568.000000 Penalty: 4108.224609
	Iteration 28Q: 3 clusters Score -3.136657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308544 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31366560.000000 Penalty: 4108.224609
	Iteration 29Q: 3 clusters Score -3.136656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308546 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -31366554.000000 Penalty: 4108.224609
	Iteration 30Q: 3 clusters Score -3.136655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31366544.000000 Penalty: 4108.224609
	Iteration 31Q: 3 clusters Score -3.136654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308557 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -31366554.000000 Penalty: 4108.224609
	Iteration 32Q: 3 clusters Score -3.136655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308560 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31366542.000000 Penalty: 4108.224609
	Iteration 33Q: 3 clusters Score -3.136654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308561 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31366544.000000 Penalty: 4108.224609
	Iteration 34Q: 3 clusters Score -3.136654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308561 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31366544.000000 Penalty: 4108.224609
	Iteration 35F: 3 clusters Score -3.136654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -277746.156250 Penalty: 1297.031616
	Iteration 0F: 2 clusters Score -277746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -275062.593750 Penalty: 2594.063232
	Iteration 0F: 3 clusters Score -275062.6 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -275927.531250 Penalty: 2594.063232
	Iteration 1F: 3 clusters Score -275927.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -276268.875000 Penalty: 2594.063232
	Iteration 2F: 3 clusters Score -276268.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -276614.875000 Penalty: 2594.063232
	Iteration 3F: 3 clusters Score -276614.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -276889.375000 Penalty: 2594.063232
	Iteration 4F: 3 clusters Score -276889.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -277100.718750 Penalty: 2594.063232
	Iteration 5F: 3 clusters Score -277100.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -277256.468750 Penalty: 2594.063232
	Iteration 6Q: 3 clusters Score -277256.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -277369.562500 Penalty: 2594.063232
	Iteration 7Q: 3 clusters Score -277369.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -277434.093750 Penalty: 2594.063232
	Iteration 8Q: 3 clusters Score -277434.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -277489.781250 Penalty: 2594.063232
	Iteration 9Q: 3 clusters Score -277489.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -277513.468750 Penalty: 2594.063232
	Iteration 10Q: 3 clusters Score -277513.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -277537.437500 Penalty: 2594.063232
	Iteration 11Q: 3 clusters Score -277537.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -277546.187500 Penalty: 2594.063232
	Iteration 12Q: 3 clusters Score -277546.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -277554.093750 Penalty: 2594.063232
	Iteration 13Q: 3 clusters Score -277554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -277562.156250 Penalty: 2594.063232
	Iteration 14Q: 3 clusters Score -277562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -277569.562500 Penalty: 2594.063232
	Iteration 15Q: 3 clusters Score -277569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -277580.468750 Penalty: 2594.063232
	Iteration 16Q: 3 clusters Score -277580.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -277592.500000 Penalty: 2594.063232
	Iteration 17Q: 3 clusters Score -277592.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -277606.875000 Penalty: 2594.063232
	Iteration 18Q: 3 clusters Score -277606.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -277622.281250 Penalty: 2594.063232
	Iteration 19Q: 3 clusters Score -277622.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -277638.687500 Penalty: 2594.063232
	Iteration 20F: 3 clusters Score -277638.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -277644.750000 Penalty: 2594.063232
	Iteration 21Q: 3 clusters Score -277644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -277647.875000 Penalty: 2594.063232
	Iteration 22Q: 3 clusters Score -277647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -277648.968750 Penalty: 2594.063232
	Iteration 23Q: 3 clusters Score -277649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -277649.312500 Penalty: 2594.063232
	Iteration 24Q: 3 clusters Score -277649.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -277649.312500 Penalty: 2594.063232
	Iteration 25F: 3 clusters Score -277649.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Entering Unmasked Estep 
Score: -2676431.250000 Penalty: 1651.456421
	Iteration 0F: 2 clusters Score -2676431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2658910.500000 Penalty: 3302.912842
	Iteration 0F: 3 clusters Score -2658910 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2665490.750000 Penalty: 3302.912842
	Iteration 1F: 3 clusters Score -2665491 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2665819.000000 Penalty: 3302.912842
	Iteration 2Q: 3 clusters Score -2665819 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2666237.250000 Penalty: 3302.912842
	Iteration 3Q: 3 clusters Score -2666237 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2666678.750000 Penalty: 3302.912842
	Iteration 4Q: 3 clusters Score -2666679 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2667207.500000 Penalty: 3302.912842
	Iteration 5Q: 3 clusters Score -2667208 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2667866.000000 Penalty: 3302.912842
	Iteration 6Q: 3 clusters Score -2667866 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2668745.000000 Penalty: 3302.912842
	Iteration 7F: 3 clusters Score -2668745 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2669830.000000 Penalty: 3302.912842
	Iteration 8F: 3 clusters Score -2669830 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2671214.000000 Penalty: 3302.912842
	Iteration 9F: 3 clusters Score -2671214 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2672610.500000 Penalty: 3302.912842
	Iteration 10F: 3 clusters Score -2672610 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2673574.250000 Penalty: 3302.912842
	Iteration 11Q: 3 clusters Score -2673574 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2674128.000000 Penalty: 3302.912842
	Iteration 12Q: 3 clusters Score -2674128 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2674429.750000 Penalty: 3302.912842
	Iteration 13Q: 3 clusters Score -2674430 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2674590.750000 Penalty: 3302.912842
	Iteration 14Q: 3 clusters Score -2674591 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2674700.750000 Penalty: 3302.912842
	Iteration 15Q: 3 clusters Score -2674701 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2674783.000000 Penalty: 3302.912842
	Iteration 16Q: 3 clusters Score -2674783 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2674868.000000 Penalty: 3302.912842
	Iteration 17Q: 3 clusters Score -2674868 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -2674917.250000 Penalty: 3302.912842
	Iteration 18Q: 3 clusters Score -2674917 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2674965.500000 Penalty: 3302.912842
	Iteration 19Q: 3 clusters Score -2674966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2674990.250000 Penalty: 3302.912842
	Iteration 20F: 3 clusters Score -2674990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -2675000.500000 Penalty: 3302.912842
	Iteration 21Q: 3 clusters Score -2675000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2675007.000000 Penalty: 3302.912842
	Iteration 22Q: 3 clusters Score -2675007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2675022.250000 Penalty: 3302.912842
	Iteration 23Q: 3 clusters Score -2675022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2675029.750000 Penalty: 3302.912842
	Iteration 24Q: 3 clusters Score -2675030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -2675037.250000 Penalty: 3302.912842
	Iteration 25Q: 3 clusters Score -2675037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -2675041.500000 Penalty: 3302.912842
	Iteration 26Q: 3 clusters Score -2675042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2675050.000000 Penalty: 3302.912842
	Iteration 27Q: 3 clusters Score -2675050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -2675052.500000 Penalty: 3302.912842
	Iteration 28Q: 3 clusters Score -2675052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -2675054.750000 Penalty: 3302.912842
	Iteration 29Q: 3 clusters Score -2675055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -2675053.000000 Penalty: 3302.912842
	Iteration 30Q: 3 clusters Score -2675053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -2675053.500000 Penalty: 3302.912842
	Iteration 31Q: 3 clusters Score -2675054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2675053.000000 Penalty: 3302.912842
	Iteration 32Q: 3 clusters Score -2675053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -2675050.750000 Penalty: 3302.912842
	Iteration 33Q: 3 clusters Score -2675051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2675054.000000 Penalty: 3302.912842
	Iteration 34Q: 3 clusters Score -2675054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2675050.500000 Penalty: 3302.912842
	Iteration 35Q: 3 clusters Score -2675050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -2675054.750000 Penalty: 3302.912842
	Iteration 36Q: 3 clusters Score -2675055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2675059.750000 Penalty: 3302.912842
	Iteration 37Q: 3 clusters Score -2675060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -2675060.500000 Penalty: 3302.912842
	Iteration 38Q: 3 clusters Score -2675060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -2675061.750000 Penalty: 3302.912842
	Iteration 39Q: 3 clusters Score -2675062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -2675064.250000 Penalty: 3302.912842
	Iteration 40F: 3 clusters Score -2675064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -2675066.750000 Penalty: 3302.912842
	Iteration 41Q: 3 clusters Score -2675067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -2675072.500000 Penalty: 3302.912842
	Iteration 42Q: 3 clusters Score -2675072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -2675077.750000 Penalty: 3302.912842
	Iteration 43Q: 3 clusters Score -2675078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -2675078.750000 Penalty: 3302.912842
	Iteration 44Q: 3 clusters Score -2675079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2675081.250000 Penalty: 3302.912842
	Iteration 45Q: 3 clusters Score -2675081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -2675086.000000 Penalty: 3302.912842
	Iteration 46Q: 3 clusters Score -2675086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -2675090.500000 Penalty: 3302.912842
	Iteration 47Q: 3 clusters Score -2675090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2675091.250000 Penalty: 3302.912842
	Iteration 48Q: 3 clusters Score -2675091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -2675091.250000 Penalty: 3302.912842
	Iteration 49Q: 3 clusters Score -2675091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -2675098.500000 Penalty: 3302.912842
	Iteration 50Q: 3 clusters Score -2675098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2675098.500000 Penalty: 3302.912842
	Iteration 51Q: 3 clusters Score -2675098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -2675097.750000 Penalty: 3302.912842
	Iteration 52Q: 3 clusters Score -2675098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -2675097.750000 Penalty: 3302.912842
	Iteration 53F: 3 clusters Score -2675098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Entering Unmasked Estep 
Score: -4666011.500000 Penalty: 1741.637207
	Iteration 0F: 2 clusters Score -4666012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -4635603.500000 Penalty: 3483.274414
	Iteration 0F: 3 clusters Score -4635604 nChanged 21136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4647613.500000 Penalty: 3483.274414
	Iteration 1F: 3 clusters Score -4647614 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -4648018.000000 Penalty: 3483.274414
	Iteration 2Q: 3 clusters Score -4648018 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -4648445.500000 Penalty: 3483.274414
	Iteration 3Q: 3 clusters Score -4648446 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4648993.500000 Penalty: 3483.274414
	Iteration 4Q: 3 clusters Score -4648994 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4649828.000000 Penalty: 3483.274414
	Iteration 5Q: 3 clusters Score -4649828 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4651133.500000 Penalty: 3483.274414
	Iteration 6F: 3 clusters Score -4651134 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4653103.500000 Penalty: 3483.274414
	Iteration 7F: 3 clusters Score -4653104 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4655510.000000 Penalty: 3483.274414
	Iteration 8F: 3 clusters Score -4655510 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -4657781.500000 Penalty: 3483.274414
	Iteration 9F: 3 clusters Score -4657782 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -4659203.000000 Penalty: 3483.274414
	Iteration 10F: 3 clusters Score -4659203 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -4659859.500000 Penalty: 3483.274414
	Iteration 11Q: 3 clusters Score -4659860 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -4660206.500000 Penalty: 3483.274414
	Iteration 12Q: 3 clusters Score -4660206 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4660530.000000 Penalty: 3483.274414
	Iteration 13Q: 3 clusters Score -4660530 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -4660796.500000 Penalty: 3483.274414
	Iteration 14Q: 3 clusters Score -4660796 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4661060.500000 Penalty: 3483.274414
	Iteration 15Q: 3 clusters Score -4661060 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -4661332.500000 Penalty: 3483.274414
	Iteration 16Q: 3 clusters Score -4661332 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -4661577.000000 Penalty: 3483.274414
	Iteration 17Q: 3 clusters Score -4661577 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -4661818.000000 Penalty: 3483.274414
	Iteration 18Q: 3 clusters Score -4661818 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -4662050.000000 Penalty: 3483.274414
	Iteration 19Q: 3 clusters Score -4662050 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -4662254.000000 Penalty: 3483.274414
	Iteration 20F: 3 clusters Score -4662254 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -4662442.000000 Penalty: 3483.274414
	Iteration 21Q: 3 clusters Score -4662442 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4662621.000000 Penalty: 3483.274414
	Iteration 22Q: 3 clusters Score -4662621 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -4662785.000000 Penalty: 3483.274414
	Iteration 23Q: 3 clusters Score -4662785 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -4662905.500000 Penalty: 3483.274414
	Iteration 24Q: 3 clusters Score -4662906 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -4663049.000000 Penalty: 3483.274414
	Iteration 25Q: 3 clusters Score -4663049 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4663165.000000 Penalty: 3483.274414
	Iteration 26Q: 3 clusters Score -4663165 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -4663279.500000 Penalty: 3483.274414
	Iteration 27Q: 3 clusters Score -4663280 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4663395.000000 Penalty: 3483.274414
	Iteration 28Q: 3 clusters Score -4663395 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4663515.000000 Penalty: 3483.274414
	Iteration 29Q: 3 clusters Score -4663515 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -4663620.500000 Penalty: 3483.274414
	Iteration 30Q: 3 clusters Score -4663620 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4663716.000000 Penalty: 3483.274414
	Iteration 31Q: 3 clusters Score -4663716 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4663818.000000 Penalty: 3483.274414
	Iteration 32Q: 3 clusters Score -4663818 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4663907.500000 Penalty: 3483.274414
	Iteration 33Q: 3 clusters Score -4663908 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4663973.500000 Penalty: 3483.274414
	Iteration 34Q: 3 clusters Score -4663974 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4664006.500000 Penalty: 3483.274414
	Iteration 35Q: 3 clusters Score -4664006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4664062.000000 Penalty: 3483.274414
	Iteration 36Q: 3 clusters Score -4664062 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4664111.000000 Penalty: 3483.274414
	Iteration 37Q: 3 clusters Score -4664111 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4664145.500000 Penalty: 3483.274414
	Iteration 38Q: 3 clusters Score -4664146 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4664172.000000 Penalty: 3483.274414
	Iteration 39Q: 3 clusters Score -4664172 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4664203.500000 Penalty: 3483.274414
	Iteration 40F: 3 clusters Score -4664204 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4664237.500000 Penalty: 3483.274414
	Iteration 41Q: 3 clusters Score -4664238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4664262.000000 Penalty: 3483.274414
	Iteration 42Q: 3 clusters Score -4664262 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4664300.000000 Penalty: 3483.274414
	Iteration 43Q: 3 clusters Score -4664300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4664306.500000 Penalty: 3483.274414
	Iteration 44Q: 3 clusters Score -4664306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4664339.000000 Penalty: 3483.274414
	Iteration 45Q: 3 clusters Score -4664339 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4664361.000000 Penalty: 3483.274414
	Iteration 46Q: 3 clusters Score -4664361 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4664382.000000 Penalty: 3483.274414
	Iteration 47Q: 3 clusters Score -4664382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4664400.500000 Penalty: 3483.274414
	Iteration 48Q: 3 clusters Score -4664400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4664418.500000 Penalty: 3483.274414
	Iteration 49Q: 3 clusters Score -4664418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4664432.000000 Penalty: 3483.274414
	Iteration 50Q: 3 clusters Score -4664432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4664452.000000 Penalty: 3483.274414
	Iteration 51Q: 3 clusters Score -4664452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4664466.500000 Penalty: 3483.274414
	Iteration 52Q: 3 clusters Score -4664466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4664479.500000 Penalty: 3483.274414
	Iteration 53Q: 3 clusters Score -4664480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4664489.500000 Penalty: 3483.274414
	Iteration 54Q: 3 clusters Score -4664490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4664496.500000 Penalty: 3483.274414
	Iteration 55Q: 3 clusters Score -4664496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4664498.000000 Penalty: 3483.274414
	Iteration 56Q: 3 clusters Score -4664498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4664499.000000 Penalty: 3483.274414
	Iteration 57Q: 3 clusters Score -4664499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4664509.000000 Penalty: 3483.274414
	Iteration 58Q: 3 clusters Score -4664509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4664513.500000 Penalty: 3483.274414
	Iteration 59Q: 3 clusters Score -4664514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4664518.000000 Penalty: 3483.274414
	Iteration 60F: 3 clusters Score -4664518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4664524.000000 Penalty: 3483.274414
	Iteration 61Q: 3 clusters Score -4664524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4664525.000000 Penalty: 3483.274414
	Iteration 62Q: 3 clusters Score -4664525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4664520.500000 Penalty: 3483.274414
	Iteration 63Q: 3 clusters Score -4664520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4664531.000000 Penalty: 3483.274414
	Iteration 64Q: 3 clusters Score -4664531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4664532.000000 Penalty: 3483.274414
	Iteration 65Q: 3 clusters Score -4664532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4664533.500000 Penalty: 3483.274414
	Iteration 66Q: 3 clusters Score -4664534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4664536.500000 Penalty: 3483.274414
	Iteration 67Q: 3 clusters Score -4664536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4664530.000000 Penalty: 3483.274414
	Iteration 68Q: 3 clusters Score -4664530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4664540.500000 Penalty: 3483.274414
	Iteration 69Q: 3 clusters Score -4664540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4664538.000000 Penalty: 3483.274414
	Iteration 70Q: 3 clusters Score -4664538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4664545.000000 Penalty: 3483.274414
	Iteration 71Q: 3 clusters Score -4664545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4664546.000000 Penalty: 3483.274414
	Iteration 72Q: 3 clusters Score -4664546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4664549.000000 Penalty: 3483.274414
	Iteration 73Q: 3 clusters Score -4664549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4664552.500000 Penalty: 3483.274414
	Iteration 74Q: 3 clusters Score -4664552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4664554.500000 Penalty: 3483.274414
	Iteration 75Q: 3 clusters Score -4664554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4664555.000000 Penalty: 3483.274414
	Iteration 76Q: 3 clusters Score -4664555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4664552.000000 Penalty: 3483.274414
	Iteration 77Q: 3 clusters Score -4664552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4664557.000000 Penalty: 3483.274414
	Iteration 78Q: 3 clusters Score -4664557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4664564.000000 Penalty: 3483.274414
	Iteration 79Q: 3 clusters Score -4664564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4664559.000000 Penalty: 3483.274414
	Iteration 80F: 3 clusters Score -4664559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4664559.000000 Penalty: 3483.274414
	Iteration 81Q: 3 clusters Score -4664559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4664562.000000 Penalty: 3483.274414
	Iteration 82Q: 3 clusters Score -4664562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4664562.000000 Penalty: 3483.274414
	Iteration 83Q: 3 clusters Score -4664562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4664559.500000 Penalty: 3483.274414
	Iteration 84Q: 3 clusters Score -4664560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4664559.500000 Penalty: 3483.274414
	Iteration 85F: 3 clusters Score -4664560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Entering Unmasked Estep 
Score: -3079172.750000 Penalty: 1674.068848
	Iteration 0F: 2 clusters Score -3079173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3059111.250000 Penalty: 3348.137695
	Iteration 0F: 3 clusters Score -3059111 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3066591.750000 Penalty: 3348.137695
	Iteration 1F: 3 clusters Score -3066592 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3067015.250000 Penalty: 3348.137695
	Iteration 2Q: 3 clusters Score -3067015 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3067439.000000 Penalty: 3348.137695
	Iteration 3Q: 3 clusters Score -3067439 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3067956.500000 Penalty: 3348.137695
	Iteration 4Q: 3 clusters Score -3067956 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3068667.750000 Penalty: 3348.137695
	Iteration 5Q: 3 clusters Score -3068668 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3069705.250000 Penalty: 3348.137695
	Iteration 6F: 3 clusters Score -3069705 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3071195.000000 Penalty: 3348.137695
	Iteration 7F: 3 clusters Score -3071195 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3073079.750000 Penalty: 3348.137695
	Iteration 8F: 3 clusters Score -3073080 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3074815.250000 Penalty: 3348.137695
	Iteration 9F: 3 clusters Score -3074815 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3076027.000000 Penalty: 3348.137695
	Iteration 10Q: 3 clusters Score -3076027 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3076757.000000 Penalty: 3348.137695
	Iteration 11Q: 3 clusters Score -3076757 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3077160.750000 Penalty: 3348.137695
	Iteration 12Q: 3 clusters Score -3077161 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3077377.750000 Penalty: 3348.137695
	Iteration 13Q: 3 clusters Score -3077378 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3077478.750000 Penalty: 3348.137695
	Iteration 14Q: 3 clusters Score -3077479 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3077543.500000 Penalty: 3348.137695
	Iteration 15Q: 3 clusters Score -3077544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3077594.000000 Penalty: 3348.137695
	Iteration 16Q: 3 clusters Score -3077594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3077635.000000 Penalty: 3348.137695
	Iteration 17Q: 3 clusters Score -3077635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3077657.250000 Penalty: 3348.137695
	Iteration 18Q: 3 clusters Score -3077657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3077683.500000 Penalty: 3348.137695
	Iteration 19Q: 3 clusters Score -3077684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3077717.250000 Penalty: 3348.137695
	Iteration 20F: 3 clusters Score -3077717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3077748.000000 Penalty: 3348.137695
	Iteration 21Q: 3 clusters Score -3077748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3077770.000000 Penalty: 3348.137695
	Iteration 22Q: 3 clusters Score -3077770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3077804.500000 Penalty: 3348.137695
	Iteration 23Q: 3 clusters Score -3077804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3077835.750000 Penalty: 3348.137695
	Iteration 24Q: 3 clusters Score -3077836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3077856.250000 Penalty: 3348.137695
	Iteration 25Q: 3 clusters Score -3077856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3077871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3077873.750000 Penalty: 3348.137695
	Iteration 27Q: 3 clusters Score -3077874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3077880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3077890.250000 Penalty: 3348.137695
	Iteration 29Q: 3 clusters Score -3077890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3077892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3077899.250000 Penalty: 3348.137695
	Iteration 31Q: 3 clusters Score -3077899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3077910.000000 Penalty: 3348.137695
	Iteration 32Q: 3 clusters Score -3077910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3077914.250000 Penalty: 3348.137695
	Iteration 33Q: 3 clusters Score -3077914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3077916.500000 Penalty: 3348.137695
	Iteration 34Q: 3 clusters Score -3077916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3077916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3077918.250000 Penalty: 3348.137695
	Iteration 36Q: 3 clusters Score -3077918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3077921.000000 Penalty: 3348.137695
	Iteration 37Q: 3 clusters Score -3077921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3077920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3077922.750000 Penalty: 3348.137695
	Iteration 39Q: 3 clusters Score -3077923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3077923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3077928.250000 Penalty: 3348.137695
	Iteration 41Q: 3 clusters Score -3077928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3077928.250000 Penalty: 3348.137695
	Iteration 42F: 3 clusters Score -3077928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 60779 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 289215 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 9 contains 42493 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 12 contains 63703 members 
Mstep: Class 13 contains 2530 members 
Mstep: Class 14 contains 308875 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 25921 members 
Mstep: Class 18 contains 45151 members 
Mstep: Class 19 contains 29791 members 
Entering Unmasked Estep 
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Iteration 319Q: 15 clusters Score -9.415353e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 60421 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 288765 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 9 contains 42431 members 
Mstep: Class 10 contains 5073 members 
Mstep: Class 12 contains 63377 members 
Mstep: Class 13 contains 2564 members 
Mstep: Class 14 contains 308812 members 
Mstep: Class 15 contains 2938 members 
Mstep: Class 16 contains 25807 members 
Mstep: Class 18 contains 45052 members 
Mstep: Class 19 contains 29704 members 
Entering Unmasked Estep 
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Iteration 320F: 15 clusters Score -9.415446e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 60119 members 
Mstep: Class 4 contains 2023 members 
Mstep: Class 5 contains 288348 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 9 contains 42363 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 12 contains 63069 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 308123 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 25713 members 
Mstep: Class 18 contains 44962 members 
Mstep: Class 19 contains 29616 members 
Entering Unmasked Estep 
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Iteration 321Q: 15 clusters Score -9.415514e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 59788 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 287925 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 9 contains 42293 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 12 contains 62765 members 
Mstep: Class 13 contains 2627 members 
Mstep: Class 14 contains 307673 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 18 contains 44848 members 
Mstep: Class 19 contains 29512 members 
Entering Unmasked Estep 
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Iteration 322Q: 15 clusters Score -9.415591e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 59497 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 287580 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 9 contains 42197 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 12 contains 62425 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 307348 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 25490 members 
Mstep: Class 18 contains 44731 members 
Mstep: Class 19 contains 29414 members 
Entering Unmasked Estep 
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Iteration 323Q: 15 clusters Score -9.415599e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 59222 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 287323 members 
Mstep: Class 6 contains 3185 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 12 contains 62146 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 307002 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 25373 members 
Mstep: Class 18 contains 44607 members 
Mstep: Class 19 contains 29294 members 
Entering Unmasked Estep 
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Iteration 324Q: 15 clusters Score -9.415619e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 58994 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 287035 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 9 contains 42018 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 12 contains 61927 members 
Mstep: Class 13 contains 2678 members 
Mstep: Class 14 contains 306614 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 25297 members 
Mstep: Class 18 contains 44488 members 
Mstep: Class 19 contains 29196 members 
Entering Unmasked Estep 
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Iteration 325Q: 15 clusters Score -9.415642e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 58802 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 286750 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 9 contains 41961 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 12 contains 61676 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 306231 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 25223 members 
Mstep: Class 18 contains 44391 members 
Mstep: Class 19 contains 29133 members 
Entering Unmasked Estep 
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Iteration 326Q: 15 clusters Score -9.41568e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 58638 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 286524 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 9 contains 41907 members 
Mstep: Class 10 contains 5134 members 
Mstep: Class 12 contains 61449 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 305857 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 25138 members 
Mstep: Class 18 contains 44295 members 
Mstep: Class 19 contains 29078 members 
Entering Unmasked Estep 
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Iteration 327Q: 15 clusters Score -9.415672e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 73144 members 
Mstep: Class 2 contains 58483 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 286347 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 9 contains 41876 members 
Mstep: Class 10 contains 5143 members 
Mstep: Class 12 contains 61267 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 305418 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 25060 members 
Mstep: Class 18 contains 44216 members 
Mstep: Class 19 contains 29037 members 
Entering Unmasked Estep 
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Iteration 328Q: 15 clusters Score -9.415675e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 58373 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 286175 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 9 contains 41839 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 12 contains 61160 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 304906 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 24969 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 19 contains 28985 members 
Entering Unmasked Estep 
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Iteration 329Q: 15 clusters Score -9.415697e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 58265 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 285960 members 
Mstep: Class 6 contains 3109 members 
Mstep: Class 9 contains 41794 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 12 contains 61017 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 304639 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 24885 members 
Mstep: Class 18 contains 44052 members 
Mstep: Class 19 contains 28940 members 
Entering Unmasked Estep 
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Iteration 330Q: 15 clusters Score -9.415711e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 76279 members 
Mstep: Class 2 contains 58168 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 285671 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 9 contains 41739 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 12 contains 60905 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 304360 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 24822 members 
Mstep: Class 18 contains 43994 members 
Mstep: Class 19 contains 28932 members 
Entering Unmasked Estep 
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Iteration 331Q: 15 clusters Score -9.415711e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 58065 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 285410 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 9 contains 41692 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 12 contains 60815 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 304102 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 18 contains 43938 members 
Mstep: Class 19 contains 28926 members 
Entering Unmasked Estep 
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Iteration 332Q: 15 clusters Score -9.415682e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 57963 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 285156 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 9 contains 41657 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 12 contains 60750 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 303886 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 24703 members 
Mstep: Class 18 contains 43884 members 
Mstep: Class 19 contains 28912 members 
Entering Unmasked Estep 
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Iteration 333Q: 15 clusters Score -9.415702e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 57868 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 284940 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 9 contains 41610 members 
Mstep: Class 10 contains 5161 members 
Mstep: Class 12 contains 60714 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 303706 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 24639 members 
Mstep: Class 18 contains 43834 members 
Mstep: Class 19 contains 28881 members 
Entering Unmasked Estep 
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Iteration 334Q: 15 clusters Score -9.415678e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 57774 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 284803 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 9 contains 41558 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 12 contains 60693 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 303514 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 24603 members 
Mstep: Class 18 contains 43805 members 
Mstep: Class 19 contains 28848 members 
Entering Unmasked Estep 
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Iteration 335Q: 15 clusters Score -9.415694e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 57674 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 284694 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 9 contains 41505 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 12 contains 60676 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 303380 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 24575 members 
Mstep: Class 18 contains 43753 members 
Mstep: Class 19 contains 28843 members 
Entering Unmasked Estep 
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Iteration 336Q: 15 clusters Score -9.41569e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 57562 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 284521 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 9 contains 41460 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 12 contains 60665 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 303342 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 24546 members 
Mstep: Class 18 contains 43698 members 
Mstep: Class 19 contains 28834 members 
Entering Unmasked Estep 
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Iteration 337Q: 15 clusters Score -9.415686e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 57480 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 284368 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 9 contains 41421 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 12 contains 60666 members 
Mstep: Class 13 contains 2742 members 
Mstep: Class 14 contains 303271 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 24527 members 
Mstep: Class 18 contains 43668 members 
Mstep: Class 19 contains 28822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94156640.000000 Penalty: 31291.560547
Iteration 338Q: 15 clusters Score -9.415664e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 57400 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 284223 members 
Mstep: Class 6 contains 2978 members 
Mstep: Class 9 contains 41364 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 12 contains 60644 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 303260 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 24518 members 
Mstep: Class 18 contains 43647 members 
Mstep: Class 19 contains 28816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94156632.000000 Penalty: 31291.560547
Iteration 339Q: 15 clusters Score -9.415663e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 57314 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 284088 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 9 contains 41325 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 12 contains 60633 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 303261 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 24517 members 
Mstep: Class 18 contains 43618 members 
Mstep: Class 19 contains 28809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94156384.000000 Penalty: 31291.560547
Iteration 340F: 15 clusters Score -9.415638e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 57230 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 283950 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 9 contains 41287 members 
Mstep: Class 10 contains 5177 members 
Mstep: Class 12 contains 60608 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 303351 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 24503 members 
Mstep: Class 18 contains 43587 members 
Mstep: Class 19 contains 28779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94156256.000000 Penalty: 31291.560547
Iteration 341Q: 15 clusters Score -9.415626e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 57158 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 283800 members 
Mstep: Class 6 contains 2963 members 
Mstep: Class 9 contains 41267 members 
Mstep: Class 10 contains 5179 members 
Mstep: Class 12 contains 60572 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 303451 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 24479 members 
Mstep: Class 18 contains 43559 members 
Mstep: Class 19 contains 28765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94156192.000000 Penalty: 31291.560547
Iteration 342Q: 15 clusters Score -9.415619e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 57090 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 283688 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 9 contains 41237 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 12 contains 60566 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 303535 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 24459 members 
Mstep: Class 18 contains 43519 members 
Mstep: Class 19 contains 28736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94156192.000000 Penalty: 31291.560547
Iteration 343Q: 15 clusters Score -9.415619e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 57025 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 283586 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 9 contains 41221 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 12 contains 60559 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 14 contains 303602 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 24431 members 
Mstep: Class 18 contains 43503 members 
Mstep: Class 19 contains 28719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94156192.000000 Penalty: 31291.560547
Iteration 344Q: 15 clusters Score -9.415619e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 56970 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 283526 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 9 contains 41202 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 12 contains 60546 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 303635 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 24411 members 
Mstep: Class 18 contains 43490 members 
Mstep: Class 19 contains 28693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94156008.000000 Penalty: 31291.560547
Iteration 345Q: 15 clusters Score -9.415601e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 56927 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 283440 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 9 contains 41188 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 12 contains 60538 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 303636 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 24401 members 
Mstep: Class 18 contains 43483 members 
Mstep: Class 19 contains 28672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155784.000000 Penalty: 31291.560547
Iteration 346Q: 15 clusters Score -9.415578e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 56886 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 283370 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 9 contains 41174 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 12 contains 60521 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 303645 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 24399 members 
Mstep: Class 18 contains 43477 members 
Mstep: Class 19 contains 28652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155728.000000 Penalty: 31291.560547
Iteration 347Q: 15 clusters Score -9.415573e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 56845 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 283279 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 9 contains 41161 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60508 members 
Mstep: Class 13 contains 2764 members 
Mstep: Class 14 contains 303678 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 24400 members 
Mstep: Class 18 contains 43468 members 
Mstep: Class 19 contains 28623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155648.000000 Penalty: 31291.560547
Iteration 348Q: 15 clusters Score -9.415565e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 56815 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 283218 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 9 contains 41144 members 
Mstep: Class 10 contains 5184 members 
Mstep: Class 12 contains 60496 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 303656 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 24402 members 
Mstep: Class 18 contains 43465 members 
Mstep: Class 19 contains 28614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155800.000000 Penalty: 31291.560547
Iteration 349Q: 15 clusters Score -9.41558e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 56786 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 283195 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 9 contains 41130 members 
Mstep: Class 10 contains 5184 members 
Mstep: Class 12 contains 60498 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 303629 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 24393 members 
Mstep: Class 18 contains 43457 members 
Mstep: Class 19 contains 28583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155664.000000 Penalty: 31291.560547
Iteration 350Q: 15 clusters Score -9.415566e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 56763 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283183 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 9 contains 41126 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60500 members 
Mstep: Class 13 contains 2756 members 
Mstep: Class 14 contains 303578 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 24380 members 
Mstep: Class 18 contains 43459 members 
Mstep: Class 19 contains 28560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155792.000000 Penalty: 31291.560547
Iteration 351Q: 15 clusters Score -9.415579e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 56734 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283178 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 9 contains 41128 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60502 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 303530 members 
Mstep: Class 15 contains 3047 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 18 contains 43458 members 
Mstep: Class 19 contains 28543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155816.000000 Penalty: 31291.560547
Iteration 352Q: 15 clusters Score -9.415582e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 56718 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283170 members 
Mstep: Class 6 contains 2906 members 
Mstep: Class 9 contains 41126 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60512 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 303504 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 24366 members 
Mstep: Class 18 contains 43442 members 
Mstep: Class 19 contains 28527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155856.000000 Penalty: 31291.560547
Iteration 353Q: 15 clusters Score -9.415586e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 56699 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283187 members 
Mstep: Class 6 contains 2900 members 
Mstep: Class 9 contains 41120 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60506 members 
Mstep: Class 13 contains 2744 members 
Mstep: Class 14 contains 303463 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 24360 members 
Mstep: Class 18 contains 43436 members 
Mstep: Class 19 contains 28509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94156096.000000 Penalty: 31291.560547
Iteration 354Q: 15 clusters Score -9.41561e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 56684 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283166 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60496 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 303448 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 24356 members 
Mstep: Class 18 contains 43431 members 
Mstep: Class 19 contains 28499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155920.000000 Penalty: 31291.560547
Iteration 355Q: 15 clusters Score -9.415592e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 56669 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283137 members 
Mstep: Class 6 contains 2897 members 
Mstep: Class 9 contains 41104 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60490 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 303451 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 18 contains 43435 members 
Mstep: Class 19 contains 28490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155904.000000 Penalty: 31291.560547
Iteration 356Q: 15 clusters Score -9.41559e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 56654 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283123 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60471 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 303427 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 24358 members 
Mstep: Class 18 contains 43429 members 
Mstep: Class 19 contains 28491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155880.000000 Penalty: 31291.560547
Iteration 357Q: 15 clusters Score -9.415588e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 56632 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283112 members 
Mstep: Class 6 contains 2893 members 
Mstep: Class 9 contains 41078 members 
Mstep: Class 10 contains 5184 members 
Mstep: Class 12 contains 60463 members 
Mstep: Class 13 contains 2741 members 
Mstep: Class 14 contains 303413 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 24354 members 
Mstep: Class 18 contains 43426 members 
Mstep: Class 19 contains 28488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155768.000000 Penalty: 31291.560547
Iteration 358Q: 15 clusters Score -9.415577e+07 nChanged 294
Entering ConstructFrom: 
Score: -94155768.000000 Penalty: 31291.560547
Entering ConstructFrom: 
Trying to split cluster 1 (84058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Entering Unmasked Estep 
Score: -8713384.000000 Penalty: 1842.630127
	Iteration 0F: 2 clusters Score -8713384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -8657322.000000 Penalty: 3685.260254
	Iteration 0F: 3 clusters Score -8657322 nChanged 39965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -8680370.000000 Penalty: 3685.260254
	Iteration 1F: 3 clusters Score -8680370 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -8681034.000000 Penalty: 3685.260254
	Iteration 2Q: 3 clusters Score -8681034 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -8682001.000000 Penalty: 3685.260254
	Iteration 3Q: 3 clusters Score -8682001 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -8683304.000000 Penalty: 3685.260254
	Iteration 4Q: 3 clusters Score -8683304 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -8685562.000000 Penalty: 3685.260254
	Iteration 5F: 3 clusters Score -8685562 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -8689236.000000 Penalty: 3685.260254
	Iteration 6F: 3 clusters Score -8689236 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -8694724.000000 Penalty: 3685.260254
	Iteration 7F: 3 clusters Score -8694724 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -8700455.000000 Penalty: 3685.260254
	Iteration 8F: 3 clusters Score -8700455 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -8704653.000000 Penalty: 3685.260254
	Iteration 9F: 3 clusters Score -8704653 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -8707095.000000 Penalty: 3685.260254
	Iteration 10Q: 3 clusters Score -8707095 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -8708438.000000 Penalty: 3685.260254
	Iteration 11Q: 3 clusters Score -8708438 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -8709338.000000 Penalty: 3685.260254
	Iteration 12Q: 3 clusters Score -8709338 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8709820.000000 Penalty: 3685.260254
	Iteration 13Q: 3 clusters Score -8709820 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8710254.000000 Penalty: 3685.260254
	Iteration 14Q: 3 clusters Score -8710254 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8710569.000000 Penalty: 3685.260254
	Iteration 15Q: 3 clusters Score -8710569 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8710832.000000 Penalty: 3685.260254
	Iteration 16Q: 3 clusters Score -8710832 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8710999.000000 Penalty: 3685.260254
	Iteration 17Q: 3 clusters Score -8710999 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8711144.000000 Penalty: 3685.260254
	Iteration 18Q: 3 clusters Score -8711144 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8711249.000000 Penalty: 3685.260254
	Iteration 19Q: 3 clusters Score -8711249 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8711352.000000 Penalty: 3685.260254
	Iteration 20F: 3 clusters Score -8711352 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8711439.000000 Penalty: 3685.260254
	Iteration 21Q: 3 clusters Score -8711439 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8711542.000000 Penalty: 3685.260254
	Iteration 22Q: 3 clusters Score -8711542 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8711591.000000 Penalty: 3685.260254
	Iteration 23Q: 3 clusters Score -8711591 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8711642.000000 Penalty: 3685.260254
	Iteration 24Q: 3 clusters Score -8711642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8711673.000000 Penalty: 3685.260254
	Iteration 25Q: 3 clusters Score -8711673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8711708.000000 Penalty: 3685.260254
	Iteration 26Q: 3 clusters Score -8711708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8711740.000000 Penalty: 3685.260254
	Iteration 27Q: 3 clusters Score -8711740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8711756.000000 Penalty: 3685.260254
	Iteration 28Q: 3 clusters Score -8711756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8711766.000000 Penalty: 3685.260254
	Iteration 29Q: 3 clusters Score -8711766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8711780.000000 Penalty: 3685.260254
	Iteration 30Q: 3 clusters Score -8711780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8711797.000000 Penalty: 3685.260254
	Iteration 31Q: 3 clusters Score -8711797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83429 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8711803.000000 Penalty: 3685.260254
	Iteration 32Q: 3 clusters Score -8711803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8711817.000000 Penalty: 3685.260254
	Iteration 33Q: 3 clusters Score -8711817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8711835.000000 Penalty: 3685.260254
	Iteration 34Q: 3 clusters Score -8711835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8711839.000000 Penalty: 3685.260254
	Iteration 35Q: 3 clusters Score -8711839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8711841.000000 Penalty: 3685.260254
	Iteration 36Q: 3 clusters Score -8711841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8711855.000000 Penalty: 3685.260254
	Iteration 37Q: 3 clusters Score -8711855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8711868.000000 Penalty: 3685.260254
	Iteration 38Q: 3 clusters Score -8711868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8711873.000000 Penalty: 3685.260254
	Iteration 39Q: 3 clusters Score -8711873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8711880.000000 Penalty: 3685.260254
	Iteration 40F: 3 clusters Score -8711880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8711875.000000 Penalty: 3685.260254
	Iteration 41Q: 3 clusters Score -8711875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8711890.000000 Penalty: 3685.260254
	Iteration 42Q: 3 clusters Score -8711890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8711889.000000 Penalty: 3685.260254
	Iteration 43Q: 3 clusters Score -8711889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8711890.000000 Penalty: 3685.260254
	Iteration 44Q: 3 clusters Score -8711890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8711892.000000 Penalty: 3685.260254
	Iteration 45Q: 3 clusters Score -8711892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8711893.000000 Penalty: 3685.260254
	Iteration 46Q: 3 clusters Score -8711893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8711897.000000 Penalty: 3685.260254
	Iteration 47Q: 3 clusters Score -8711897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8711897.000000 Penalty: 3685.260254
	Iteration 48F: 3 clusters Score -8711897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Entering Unmasked Estep 
Score: -5603063.500000 Penalty: 1778.401855
	Iteration 0F: 2 clusters Score -5603064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -5565276.500000 Penalty: 3556.803711
	Iteration 0F: 3 clusters Score -5565276 nChanged 26650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -5580422.000000 Penalty: 3556.803711
	Iteration 1F: 3 clusters Score -5580422 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -5580966.500000 Penalty: 3556.803711
	Iteration 2Q: 3 clusters Score -5580966 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -5581682.000000 Penalty: 3556.803711
	Iteration 3Q: 3 clusters Score -5581682 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -5582672.000000 Penalty: 3556.803711
	Iteration 4Q: 3 clusters Score -5582672 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -5584054.500000 Penalty: 3556.803711
	Iteration 5Q: 3 clusters Score -5584054 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -5585938.000000 Penalty: 3556.803711
	Iteration 6F: 3 clusters Score -5585938 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -5588194.500000 Penalty: 3556.803711
	Iteration 7F: 3 clusters Score -5588194 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -5590317.000000 Penalty: 3556.803711
	Iteration 8F: 3 clusters Score -5590317 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -5591942.000000 Penalty: 3556.803711
	Iteration 9F: 3 clusters Score -5591942 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -5593027.500000 Penalty: 3556.803711
	Iteration 10Q: 3 clusters Score -5593028 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5593581.000000 Penalty: 3556.803711
	Iteration 11Q: 3 clusters Score -5593581 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -5593829.500000 Penalty: 3556.803711
	Iteration 12Q: 3 clusters Score -5593830 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5593981.000000 Penalty: 3556.803711
	Iteration 13Q: 3 clusters Score -5593981 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5594063.000000 Penalty: 3556.803711
	Iteration 14Q: 3 clusters Score -5594063 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5594121.000000 Penalty: 3556.803711
	Iteration 15Q: 3 clusters Score -5594121 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5594174.500000 Penalty: 3556.803711
	Iteration 16Q: 3 clusters Score -5594174 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -5594189.000000 Penalty: 3556.803711
	Iteration 17Q: 3 clusters Score -5594189 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -5594198.000000 Penalty: 3556.803711
	Iteration 18Q: 3 clusters Score -5594198 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5594201.000000 Penalty: 3556.803711
	Iteration 19Q: 3 clusters Score -5594201 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -5594201.000000 Penalty: 3556.803711
	Iteration 20F: 3 clusters Score -5594201 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5594191.500000 Penalty: 3556.803711
	Iteration 21Q: 3 clusters Score -5594192 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -5594210.000000 Penalty: 3556.803711
	Iteration 22Q: 3 clusters Score -5594210 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -5594229.500000 Penalty: 3556.803711
	Iteration 23Q: 3 clusters Score -5594230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -5594228.500000 Penalty: 3556.803711
	Iteration 24Q: 3 clusters Score -5594228 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -5594223.000000 Penalty: 3556.803711
	Iteration 25Q: 3 clusters Score -5594223 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5594227.000000 Penalty: 3556.803711
	Iteration 26Q: 3 clusters Score -5594227 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -5594244.000000 Penalty: 3556.803711
	Iteration 27Q: 3 clusters Score -5594244 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5594254.500000 Penalty: 3556.803711
	Iteration 28Q: 3 clusters Score -5594254 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -5594250.500000 Penalty: 3556.803711
	Iteration 29Q: 3 clusters Score -5594250 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -5594272.000000 Penalty: 3556.803711
	Iteration 30Q: 3 clusters Score -5594272 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -5594294.000000 Penalty: 3556.803711
	Iteration 31Q: 3 clusters Score -5594294 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5594322.500000 Penalty: 3556.803711
	Iteration 32Q: 3 clusters Score -5594322 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -5594339.500000 Penalty: 3556.803711
	Iteration 33Q: 3 clusters Score -5594340 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5594333.500000 Penalty: 3556.803711
	Iteration 34Q: 3 clusters Score -5594334 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5594357.500000 Penalty: 3556.803711
	Iteration 35Q: 3 clusters Score -5594358 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -5594389.500000 Penalty: 3556.803711
	Iteration 36Q: 3 clusters Score -5594390 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5594423.500000 Penalty: 3556.803711
	Iteration 37Q: 3 clusters Score -5594424 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -5594460.000000 Penalty: 3556.803711
	Iteration 38Q: 3 clusters Score -5594460 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -5594508.500000 Penalty: 3556.803711
	Iteration 39Q: 3 clusters Score -5594508 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -5594580.500000 Penalty: 3556.803711
	Iteration 40F: 3 clusters Score -5594580 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5594681.500000 Penalty: 3556.803711
	Iteration 41Q: 3 clusters Score -5594682 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -5594772.500000 Penalty: 3556.803711
	Iteration 42Q: 3 clusters Score -5594772 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5594854.500000 Penalty: 3556.803711
	Iteration 43Q: 3 clusters Score -5594854 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5595019.500000 Penalty: 3556.803711
	Iteration 44Q: 3 clusters Score -5595020 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -5595178.000000 Penalty: 3556.803711
	Iteration 45Q: 3 clusters Score -5595178 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -5595354.000000 Penalty: 3556.803711
	Iteration 46Q: 3 clusters Score -5595354 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -5595490.000000 Penalty: 3556.803711
	Iteration 47Q: 3 clusters Score -5595490 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -5595649.000000 Penalty: 3556.803711
	Iteration 48Q: 3 clusters Score -5595649 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -5595861.000000 Penalty: 3556.803711
	Iteration 49Q: 3 clusters Score -5595861 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -5596061.500000 Penalty: 3556.803711
	Iteration 50Q: 3 clusters Score -5596062 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5596247.500000 Penalty: 3556.803711
	Iteration 51Q: 3 clusters Score -5596248 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -5596480.500000 Penalty: 3556.803711
	Iteration 52Q: 3 clusters Score -5596480 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -5596711.000000 Penalty: 3556.803711
	Iteration 53Q: 3 clusters Score -5596711 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -5596942.000000 Penalty: 3556.803711
	Iteration 54Q: 3 clusters Score -5596942 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -5597225.000000 Penalty: 3556.803711
	Iteration 55Q: 3 clusters Score -5597225 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5597429.500000 Penalty: 3556.803711
	Iteration 56Q: 3 clusters Score -5597430 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -5597715.000000 Penalty: 3556.803711
	Iteration 57Q: 3 clusters Score -5597715 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -5597954.500000 Penalty: 3556.803711
	Iteration 58Q: 3 clusters Score -5597954 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -5598220.500000 Penalty: 3556.803711
	Iteration 59Q: 3 clusters Score -5598220 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -5598500.000000 Penalty: 3556.803711
	Iteration 60F: 3 clusters Score -5598500 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -5598802.000000 Penalty: 3556.803711
	Iteration 61Q: 3 clusters Score -5598802 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -5599072.500000 Penalty: 3556.803711
	Iteration 62Q: 3 clusters Score -5599072 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -5599345.500000 Penalty: 3556.803711
	Iteration 63Q: 3 clusters Score -5599346 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -5599631.000000 Penalty: 3556.803711
	Iteration 64Q: 3 clusters Score -5599631 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -5599860.500000 Penalty: 3556.803711
	Iteration 65Q: 3 clusters Score -5599860 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -5600064.000000 Penalty: 3556.803711
	Iteration 66Q: 3 clusters Score -5600064 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -5600221.500000 Penalty: 3556.803711
	Iteration 67Q: 3 clusters Score -5600222 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -5600386.500000 Penalty: 3556.803711
	Iteration 68Q: 3 clusters Score -5600386 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -5600548.000000 Penalty: 3556.803711
	Iteration 69Q: 3 clusters Score -5600548 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -5600674.500000 Penalty: 3556.803711
	Iteration 70Q: 3 clusters Score -5600674 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -5600784.500000 Penalty: 3556.803711
	Iteration 71Q: 3 clusters Score -5600784 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -5600888.500000 Penalty: 3556.803711
	Iteration 72Q: 3 clusters Score -5600888 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -5600988.000000 Penalty: 3556.803711
	Iteration 73Q: 3 clusters Score -5600988 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -5601085.000000 Penalty: 3556.803711
	Iteration 74Q: 3 clusters Score -5601085 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -5601179.500000 Penalty: 3556.803711
	Iteration 75Q: 3 clusters Score -5601180 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -5601239.000000 Penalty: 3556.803711
	Iteration 76Q: 3 clusters Score -5601239 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -5601290.500000 Penalty: 3556.803711
	Iteration 77Q: 3 clusters Score -5601290 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -5601325.000000 Penalty: 3556.803711
	Iteration 78Q: 3 clusters Score -5601325 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -5601376.000000 Penalty: 3556.803711
	Iteration 79Q: 3 clusters Score -5601376 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -5601410.000000 Penalty: 3556.803711
	Iteration 80F: 3 clusters Score -5601410 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -5601448.000000 Penalty: 3556.803711
	Iteration 81Q: 3 clusters Score -5601448 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -5601460.500000 Penalty: 3556.803711
	Iteration 82Q: 3 clusters Score -5601460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -5601489.000000 Penalty: 3556.803711
	Iteration 83Q: 3 clusters Score -5601489 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -5601513.500000 Penalty: 3556.803711
	Iteration 84Q: 3 clusters Score -5601514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -5601534.500000 Penalty: 3556.803711
	Iteration 85Q: 3 clusters Score -5601534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -5601544.500000 Penalty: 3556.803711
	Iteration 86Q: 3 clusters Score -5601544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -5601554.000000 Penalty: 3556.803711
	Iteration 87Q: 3 clusters Score -5601554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -5601555.000000 Penalty: 3556.803711
	Iteration 88Q: 3 clusters Score -5601555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -5601565.500000 Penalty: 3556.803711
	Iteration 89Q: 3 clusters Score -5601566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -5601578.500000 Penalty: 3556.803711
	Iteration 90Q: 3 clusters Score -5601578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -5601583.000000 Penalty: 3556.803711
	Iteration 91Q: 3 clusters Score -5601583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -5601594.500000 Penalty: 3556.803711
	Iteration 92Q: 3 clusters Score -5601594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -5601608.000000 Penalty: 3556.803711
	Iteration 93Q: 3 clusters Score -5601608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -5601608.000000 Penalty: 3556.803711
	Iteration 94Q: 3 clusters Score -5601608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -5601603.000000 Penalty: 3556.803711
	Iteration 95Q: 3 clusters Score -5601603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -5601619.000000 Penalty: 3556.803711
	Iteration 96Q: 3 clusters Score -5601619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -5601620.500000 Penalty: 3556.803711
	Iteration 97Q: 3 clusters Score -5601620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -5601632.000000 Penalty: 3556.803711
	Iteration 98Q: 3 clusters Score -5601632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -5601638.000000 Penalty: 3556.803711
	Iteration 99Q: 3 clusters Score -5601638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -5601639.500000 Penalty: 3556.803711
	Iteration 100F: 3 clusters Score -5601640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -5601635.000000 Penalty: 3556.803711
	Iteration 101Q: 3 clusters Score -5601635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -5601631.500000 Penalty: 3556.803711
	Iteration 102Q: 3 clusters Score -5601632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -5601633.000000 Penalty: 3556.803711
	Iteration 103Q: 3 clusters Score -5601633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -5601630.500000 Penalty: 3556.803711
	Iteration 104Q: 3 clusters Score -5601630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -5601633.000000 Penalty: 3556.803711
	Iteration 105Q: 3 clusters Score -5601633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -5601631.500000 Penalty: 3556.803711
	Iteration 106Q: 3 clusters Score -5601632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -5601637.000000 Penalty: 3556.803711
	Iteration 107Q: 3 clusters Score -5601637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -5601638.000000 Penalty: 3556.803711
	Iteration 108Q: 3 clusters Score -5601638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -5601643.000000 Penalty: 3556.803711
	Iteration 109Q: 3 clusters Score -5601643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -5601640.500000 Penalty: 3556.803711
	Iteration 110Q: 3 clusters Score -5601640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -5601644.500000 Penalty: 3556.803711
	Iteration 111Q: 3 clusters Score -5601644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -5601643.000000 Penalty: 3556.803711
	Iteration 112Q: 3 clusters Score -5601643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -5601643.000000 Penalty: 3556.803711
	Iteration 113Q: 3 clusters Score -5601643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -5601644.000000 Penalty: 3556.803711
	Iteration 114Q: 3 clusters Score -5601644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -5601644.000000 Penalty: 3556.803711
	Iteration 115Q: 3 clusters Score -5601644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -5601644.000000 Penalty: 3556.803711
	Iteration 116Q: 3 clusters Score -5601644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -5601644.000000 Penalty: 3556.803711
	Iteration 117Q: 3 clusters Score -5601644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -5601645.500000 Penalty: 3556.803711
	Iteration 118Q: 3 clusters Score -5601646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -5601644.500000 Penalty: 3556.803711
	Iteration 119Q: 3 clusters Score -5601644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -5601646.000000 Penalty: 3556.803711
	Iteration 120F: 3 clusters Score -5601646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -5601644.500000 Penalty: 3556.803711
	Iteration 121Q: 3 clusters Score -5601644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -5601644.500000 Penalty: 3556.803711
	Iteration 122F: 3 clusters Score -5601644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -195589.312500 Penalty: 1235.633423
	Iteration 0F: 2 clusters Score -195589.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -193531.140625 Penalty: 2471.266846
	Iteration 0F: 3 clusters Score -193531.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -194033.046875 Penalty: 2471.266846
	Iteration 1F: 3 clusters Score -194033 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -194181.625000 Penalty: 2471.266846
	Iteration 2F: 3 clusters Score -194181.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -194289.328125 Penalty: 2471.266846
	Iteration 3F: 3 clusters Score -194289.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -194365.109375 Penalty: 2471.266846
	Iteration 4Q: 3 clusters Score -194365.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -194419.171875 Penalty: 2471.266846
	Iteration 5Q: 3 clusters Score -194419.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -194468.578125 Penalty: 2471.266846
	Iteration 6Q: 3 clusters Score -194468.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -194513.406250 Penalty: 2471.266846
	Iteration 7Q: 3 clusters Score -194513.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -194559.640625 Penalty: 2471.266846
	Iteration 8Q: 3 clusters Score -194559.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -194605.578125 Penalty: 2471.266846
	Iteration 9Q: 3 clusters Score -194605.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -194657.453125 Penalty: 2471.266846
	Iteration 10Q: 3 clusters Score -194657.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -194694.531250 Penalty: 2471.266846
	Iteration 11Q: 3 clusters Score -194694.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -194717.578125 Penalty: 2471.266846
	Iteration 12Q: 3 clusters Score -194717.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -194729.312500 Penalty: 2471.266846
	Iteration 13Q: 3 clusters Score -194729.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -194740.156250 Penalty: 2471.266846
	Iteration 14Q: 3 clusters Score -194740.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -194749.234375 Penalty: 2471.266846
	Iteration 15Q: 3 clusters Score -194749.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -194758.046875 Penalty: 2471.266846
	Iteration 16Q: 3 clusters Score -194758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -194764.531250 Penalty: 2471.266846
	Iteration 17Q: 3 clusters Score -194764.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -194772.015625 Penalty: 2471.266846
	Iteration 18Q: 3 clusters Score -194772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -194780.062500 Penalty: 2471.266846
	Iteration 19Q: 3 clusters Score -194780.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -194786.781250 Penalty: 2471.266846
	Iteration 20F: 3 clusters Score -194786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -194791.484375 Penalty: 2471.266846
	Iteration 21Q: 3 clusters Score -194791.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -194797.421875 Penalty: 2471.266846
	Iteration 22Q: 3 clusters Score -194797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -194800.656250 Penalty: 2471.266846
	Iteration 23Q: 3 clusters Score -194800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -194802.718750 Penalty: 2471.266846
	Iteration 24Q: 3 clusters Score -194802.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -194808.968750 Penalty: 2471.266846
	Iteration 25Q: 3 clusters Score -194809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -194812.984375 Penalty: 2471.266846
	Iteration 26Q: 3 clusters Score -194813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -194816.078125 Penalty: 2471.266846
	Iteration 27Q: 3 clusters Score -194816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -194816.390625 Penalty: 2471.266846
	Iteration 28Q: 3 clusters Score -194816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -194817.046875 Penalty: 2471.266846
	Iteration 29Q: 3 clusters Score -194817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -194817.046875 Penalty: 2471.266846
	Iteration 30F: 3 clusters Score -194817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (283082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283082 members 
Entering Unmasked Estep 
Score: -28779288.000000 Penalty: 2039.942383
	Iteration 0F: 2 clusters Score -2.877929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141239 members 
Mstep: Class 2 contains 141843 members 
Entering Unmasked Estep 
Score: -28593752.000000 Penalty: 4079.884766
	Iteration 0F: 3 clusters Score -2.859375e+07 nChanged 138208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135025 members 
Mstep: Class 2 contains 148057 members 
Entering Unmasked Estep 
Score: -28676936.000000 Penalty: 4079.884766
	Iteration 1F: 3 clusters Score -2.867694e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131480 members 
Mstep: Class 2 contains 151602 members 
Entering Unmasked Estep 
Score: -28678654.000000 Penalty: 4079.884766
	Iteration 2Q: 3 clusters Score -2.867865e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125907 members 
Mstep: Class 2 contains 157175 members 
Entering Unmasked Estep 
Score: -28681140.000000 Penalty: 4079.884766
	Iteration 3Q: 3 clusters Score -2.868114e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Mstep: Class 2 contains 165508 members 
Entering Unmasked Estep 
Score: -28685486.000000 Penalty: 4079.884766
	Iteration 4Q: 3 clusters Score -2.868549e+07 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 177407 members 
Entering Unmasked Estep 
Score: -28692588.000000 Penalty: 4079.884766
	Iteration 5F: 3 clusters Score -2.869259e+07 nChanged 17341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 192686 members 
Entering Unmasked Estep 
Score: -28703534.000000 Penalty: 4079.884766
	Iteration 6F: 3 clusters Score -2.870353e+07 nChanged 18881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 209411 members 
Entering Unmasked Estep 
Score: -28717990.000000 Penalty: 4079.884766
	Iteration 7F: 3 clusters Score -2.871799e+07 nChanged 17118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 224039 members 
Entering Unmasked Estep 
Score: -28731210.000000 Penalty: 4079.884766
	Iteration 8F: 3 clusters Score -2.873121e+07 nChanged 13504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 234917 members 
Entering Unmasked Estep 
Score: -28741126.000000 Penalty: 4079.884766
	Iteration 9Q: 3 clusters Score -2.874113e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 242556 members 
Entering Unmasked Estep 
Score: -28747634.000000 Penalty: 4079.884766
	Iteration 10Q: 3 clusters Score -2.874763e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 248259 members 
Entering Unmasked Estep 
Score: -28752240.000000 Penalty: 4079.884766
	Iteration 11Q: 3 clusters Score -2.875224e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 252928 members 
Entering Unmasked Estep 
Score: -28755704.000000 Penalty: 4079.884766
	Iteration 12Q: 3 clusters Score -2.87557e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 257145 members 
Entering Unmasked Estep 
Score: -28758550.000000 Penalty: 4079.884766
	Iteration 13Q: 3 clusters Score -2.875855e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 261120 members 
Entering Unmasked Estep 
Score: -28761096.000000 Penalty: 4079.884766
	Iteration 14Q: 3 clusters Score -2.87611e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 264690 members 
Entering Unmasked Estep 
Score: -28763566.000000 Penalty: 4079.884766
	Iteration 15Q: 3 clusters Score -2.876357e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 267839 members 
Entering Unmasked Estep 
Score: -28765844.000000 Penalty: 4079.884766
	Iteration 16Q: 3 clusters Score -2.876584e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 270742 members 
Entering Unmasked Estep 
Score: -28768030.000000 Penalty: 4079.884766
	Iteration 17Q: 3 clusters Score -2.876803e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 273253 members 
Entering Unmasked Estep 
Score: -28769930.000000 Penalty: 4079.884766
	Iteration 18Q: 3 clusters Score -2.876993e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 275353 members 
Entering Unmasked Estep 
Score: -28771698.000000 Penalty: 4079.884766
	Iteration 19Q: 3 clusters Score -2.87717e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 277199 members 
Entering Unmasked Estep 
Score: -28773306.000000 Penalty: 4079.884766
	Iteration 20F: 3 clusters Score -2.877331e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 278654 members 
Entering Unmasked Estep 
Score: -28774468.000000 Penalty: 4079.884766
	Iteration 21Q: 3 clusters Score -2.877447e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 279755 members 
Entering Unmasked Estep 
Score: -28775446.000000 Penalty: 4079.884766
	Iteration 22Q: 3 clusters Score -2.877545e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 280581 members 
Entering Unmasked Estep 
Score: -28775982.000000 Penalty: 4079.884766
	Iteration 23Q: 3 clusters Score -2.877598e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 281174 members 
Entering Unmasked Estep 
Score: -28776494.000000 Penalty: 4079.884766
	Iteration 24Q: 3 clusters Score -2.877649e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 281567 members 
Entering Unmasked Estep 
Score: -28776798.000000 Penalty: 4079.884766
	Iteration 25Q: 3 clusters Score -2.87768e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 281779 members 
Entering Unmasked Estep 
Score: -28776988.000000 Penalty: 4079.884766
	Iteration 26Q: 3 clusters Score -2.877699e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 281922 members 
Entering Unmasked Estep 
Score: -28777136.000000 Penalty: 4079.884766
	Iteration 27Q: 3 clusters Score -2.877714e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 282004 members 
Entering Unmasked Estep 
Score: -28777222.000000 Penalty: 4079.884766
	Iteration 28Q: 3 clusters Score -2.877722e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 282064 members 
Entering Unmasked Estep 
Score: -28777274.000000 Penalty: 4079.884766
	Iteration 29Q: 3 clusters Score -2.877727e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 282109 members 
Entering Unmasked Estep 
Score: -28777350.000000 Penalty: 4079.884766
	Iteration 30Q: 3 clusters Score -2.877735e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 282154 members 
Entering Unmasked Estep 
Score: -28777368.000000 Penalty: 4079.884766
	Iteration 31Q: 3 clusters Score -2.877737e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 282194 members 
Entering Unmasked Estep 
Score: -28777430.000000 Penalty: 4079.884766
	Iteration 32Q: 3 clusters Score -2.877743e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 282229 members 
Entering Unmasked Estep 
Score: -28777438.000000 Penalty: 4079.884766
	Iteration 33Q: 3 clusters Score -2.877744e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 282252 members 
Entering Unmasked Estep 
Score: -28777464.000000 Penalty: 4079.884766
	Iteration 34Q: 3 clusters Score -2.877746e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 282271 members 
Entering Unmasked Estep 
Score: -28777508.000000 Penalty: 4079.884766
	Iteration 35Q: 3 clusters Score -2.877751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 282279 members 
Entering Unmasked Estep 
Score: -28777520.000000 Penalty: 4079.884766
	Iteration 36Q: 3 clusters Score -2.877752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 282283 members 
Entering Unmasked Estep 
Score: -28777520.000000 Penalty: 4079.884766
	Iteration 37Q: 3 clusters Score -2.877752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 282285 members 
Entering Unmasked Estep 
Score: -28777498.000000 Penalty: 4079.884766
	Iteration 38Q: 3 clusters Score -2.87775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 282285 members 
Entering Unmasked Estep 
Score: -28777512.000000 Penalty: 4079.884766
	Iteration 39Q: 3 clusters Score -2.877751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 282285 members 
Entering Unmasked Estep 
Score: -28777506.000000 Penalty: 4079.884766
	Iteration 40F: 3 clusters Score -2.877751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 282288 members 
Entering Unmasked Estep 
Score: -28777512.000000 Penalty: 4079.884766
	Iteration 41Q: 3 clusters Score -2.877751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 282292 members 
Entering Unmasked Estep 
Score: -28777502.000000 Penalty: 4079.884766
	Iteration 42Q: 3 clusters Score -2.87775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 282294 members 
Entering Unmasked Estep 
Score: -28777506.000000 Penalty: 4079.884766
	Iteration 43Q: 3 clusters Score -2.877751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 282298 members 
Entering Unmasked Estep 
Score: -28777510.000000 Penalty: 4079.884766
	Iteration 44Q: 3 clusters Score -2.877751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 282299 members 
Entering Unmasked Estep 
Score: -28777516.000000 Penalty: 4079.884766
	Iteration 45Q: 3 clusters Score -2.877752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 282300 members 
Entering Unmasked Estep 
Score: -28777524.000000 Penalty: 4079.884766
	Iteration 46Q: 3 clusters Score -2.877752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 282299 members 
Entering Unmasked Estep 
Score: -28777514.000000 Penalty: 4079.884766
	Iteration 47Q: 3 clusters Score -2.877751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 282299 members 
Entering Unmasked Estep 
Score: -28777514.000000 Penalty: 4079.884766
	Iteration 48F: 3 clusters Score -2.877751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -305819.500000 Penalty: 1295.076904
	Iteration 0F: 2 clusters Score -305819.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -303146.312500 Penalty: 2590.153809
	Iteration 0F: 3 clusters Score -303146.3 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -303772.531250 Penalty: 2590.153809
	Iteration 1F: 3 clusters Score -303772.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -303866.562500 Penalty: 2590.153809
	Iteration 2F: 3 clusters Score -303866.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -303925.937500 Penalty: 2590.153809
	Iteration 3Q: 3 clusters Score -303925.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -303966.437500 Penalty: 2590.153809
	Iteration 4Q: 3 clusters Score -303966.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -303994.812500 Penalty: 2590.153809
	Iteration 5Q: 3 clusters Score -303994.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -304018.406250 Penalty: 2590.153809
	Iteration 6Q: 3 clusters Score -304018.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -304034.281250 Penalty: 2590.153809
	Iteration 7Q: 3 clusters Score -304034.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -304052.687500 Penalty: 2590.153809
	Iteration 8Q: 3 clusters Score -304052.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -304066.250000 Penalty: 2590.153809
	Iteration 9Q: 3 clusters Score -304066.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -304078.312500 Penalty: 2590.153809
	Iteration 10Q: 3 clusters Score -304078.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -304087.718750 Penalty: 2590.153809
	Iteration 11Q: 3 clusters Score -304087.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -304095.687500 Penalty: 2590.153809
	Iteration 12Q: 3 clusters Score -304095.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -304099.968750 Penalty: 2590.153809
	Iteration 13Q: 3 clusters Score -304100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -304104.031250 Penalty: 2590.153809
	Iteration 14Q: 3 clusters Score -304104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -304107.656250 Penalty: 2590.153809
	Iteration 15Q: 3 clusters Score -304107.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -304110.562500 Penalty: 2590.153809
	Iteration 16Q: 3 clusters Score -304110.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -304115.062500 Penalty: 2590.153809
	Iteration 17Q: 3 clusters Score -304115.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -304118.406250 Penalty: 2590.153809
	Iteration 18Q: 3 clusters Score -304118.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -304121.875000 Penalty: 2590.153809
	Iteration 19Q: 3 clusters Score -304121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -304123.937500 Penalty: 2590.153809
	Iteration 20F: 3 clusters Score -304123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -304125.687500 Penalty: 2590.153809
	Iteration 21Q: 3 clusters Score -304125.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -304127.250000 Penalty: 2590.153809
	Iteration 22Q: 3 clusters Score -304127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -304127.437500 Penalty: 2590.153809
	Iteration 23Q: 3 clusters Score -304127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -304129.687500 Penalty: 2590.153809
	Iteration 24Q: 3 clusters Score -304129.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -304132.062500 Penalty: 2590.153809
	Iteration 25Q: 3 clusters Score -304132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -304131.468750 Penalty: 2590.153809
	Iteration 26Q: 3 clusters Score -304131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -304131.468750 Penalty: 2590.153809
	Iteration 27F: 3 clusters Score -304131.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Entering Unmasked Estep 
Score: -4233449.000000 Penalty: 1726.254761
	Iteration 0F: 2 clusters Score -4233449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -4205908.000000 Penalty: 3452.509521
	Iteration 0F: 3 clusters Score -4205908 nChanged 19150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -4216734.000000 Penalty: 3452.509521
	Iteration 1F: 3 clusters Score -4216734 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4217476.500000 Penalty: 3452.509521
	Iteration 2Q: 3 clusters Score -4217476 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -4218650.000000 Penalty: 3452.509521
	Iteration 3F: 3 clusters Score -4218650 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -4220432.500000 Penalty: 3452.509521
	Iteration 4F: 3 clusters Score -4220432 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4222976.500000 Penalty: 3452.509521
	Iteration 5F: 3 clusters Score -4222976 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4225875.000000 Penalty: 3452.509521
	Iteration 6F: 3 clusters Score -4225875 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4228443.000000 Penalty: 3452.509521
	Iteration 7F: 3 clusters Score -4228443 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -4230153.500000 Penalty: 3452.509521
	Iteration 8Q: 3 clusters Score -4230154 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -4231002.500000 Penalty: 3452.509521
	Iteration 9Q: 3 clusters Score -4231002 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -4231467.000000 Penalty: 3452.509521
	Iteration 10Q: 3 clusters Score -4231467 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -4231753.500000 Penalty: 3452.509521
	Iteration 11Q: 3 clusters Score -4231754 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -4231943.500000 Penalty: 3452.509521
	Iteration 12Q: 3 clusters Score -4231944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -4232078.000000 Penalty: 3452.509521
	Iteration 13Q: 3 clusters Score -4232078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -4232176.000000 Penalty: 3452.509521
	Iteration 14Q: 3 clusters Score -4232176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -4232236.000000 Penalty: 3452.509521
	Iteration 15Q: 3 clusters Score -4232236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -4232271.500000 Penalty: 3452.509521
	Iteration 16Q: 3 clusters Score -4232272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -4232286.500000 Penalty: 3452.509521
	Iteration 17Q: 3 clusters Score -4232286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4232294.000000 Penalty: 3452.509521
	Iteration 18Q: 3 clusters Score -4232294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -4232301.000000 Penalty: 3452.509521
	Iteration 19Q: 3 clusters Score -4232301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -4232317.000000 Penalty: 3452.509521
	Iteration 20F: 3 clusters Score -4232317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -4232322.500000 Penalty: 3452.509521
	Iteration 21Q: 3 clusters Score -4232322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -4232329.500000 Penalty: 3452.509521
	Iteration 22Q: 3 clusters Score -4232330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -4232331.500000 Penalty: 3452.509521
	Iteration 23Q: 3 clusters Score -4232332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -4232334.000000 Penalty: 3452.509521
	Iteration 24Q: 3 clusters Score -4232334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -4232334.000000 Penalty: 3452.509521
	Iteration 25F: 3 clusters Score -4232334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -496028.500000 Penalty: 1389.885254
	Iteration 0F: 2 clusters Score -496028.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -491951.312500 Penalty: 2779.770508
	Iteration 0F: 3 clusters Score -491951.3 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -493268.531250 Penalty: 2779.770508
	Iteration 1F: 3 clusters Score -493268.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -493620.500000 Penalty: 2779.770508
	Iteration 2F: 3 clusters Score -493620.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -493970.968750 Penalty: 2779.770508
	Iteration 3F: 3 clusters Score -493971 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -494454.187500 Penalty: 2779.770508
	Iteration 4F: 3 clusters Score -494454.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -494992.218750 Penalty: 2779.770508
	Iteration 5F: 3 clusters Score -494992.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -495404.562500 Penalty: 2779.770508
	Iteration 6F: 3 clusters Score -495404.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -495657.656250 Penalty: 2779.770508
	Iteration 7Q: 3 clusters Score -495657.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -495792.937500 Penalty: 2779.770508
	Iteration 8Q: 3 clusters Score -495792.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -495854.031250 Penalty: 2779.770508
	Iteration 9Q: 3 clusters Score -495854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -495880.468750 Penalty: 2779.770508
	Iteration 10Q: 3 clusters Score -495880.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -495893.500000 Penalty: 2779.770508
	Iteration 11Q: 3 clusters Score -495893.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -495898.656250 Penalty: 2779.770508
	Iteration 12Q: 3 clusters Score -495898.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -495901.718750 Penalty: 2779.770508
	Iteration 13Q: 3 clusters Score -495901.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -495904.593750 Penalty: 2779.770508
	Iteration 14Q: 3 clusters Score -495904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -495906.562500 Penalty: 2779.770508
	Iteration 15Q: 3 clusters Score -495906.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -495908.593750 Penalty: 2779.770508
	Iteration 16Q: 3 clusters Score -495908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -495909.625000 Penalty: 2779.770508
	Iteration 17Q: 3 clusters Score -495909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -495910.875000 Penalty: 2779.770508
	Iteration 18Q: 3 clusters Score -495910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -495910.687500 Penalty: 2779.770508
	Iteration 19Q: 3 clusters Score -495910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -495911.250000 Penalty: 2779.770508
	Iteration 20F: 3 clusters Score -495911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -495922.750000 Penalty: 2779.770508
	Iteration 21Q: 3 clusters Score -495922.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -495937.281250 Penalty: 2779.770508
	Iteration 22Q: 3 clusters Score -495937.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -495943.125000 Penalty: 2779.770508
	Iteration 23Q: 3 clusters Score -495943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -495944.250000 Penalty: 2779.770508
	Iteration 24Q: 3 clusters Score -495944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -495946.468750 Penalty: 2779.770508
	Iteration 25Q: 3 clusters Score -495946.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -495947.281250 Penalty: 2779.770508
	Iteration 26Q: 3 clusters Score -495947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -495948.593750 Penalty: 2779.770508
	Iteration 27Q: 3 clusters Score -495948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -495948.125000 Penalty: 2779.770508
	Iteration 28Q: 3 clusters Score -495948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -495948.125000 Penalty: 2779.770508
	Iteration 29F: 3 clusters Score -495948.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Entering Unmasked Estep 
Score: -6251178.000000 Penalty: 1789.068970
	Iteration 0F: 2 clusters Score -6251178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -6210844.500000 Penalty: 3578.137939
	Iteration 0F: 3 clusters Score -6210844 nChanged 28511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -6226884.500000 Penalty: 3578.137939
	Iteration 1F: 3 clusters Score -6226884 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -6227398.500000 Penalty: 3578.137939
	Iteration 2Q: 3 clusters Score -6227398 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -6228048.500000 Penalty: 3578.137939
	Iteration 3Q: 3 clusters Score -6228048 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -6228807.500000 Penalty: 3578.137939
	Iteration 4Q: 3 clusters Score -6228808 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -6229812.000000 Penalty: 3578.137939
	Iteration 5Q: 3 clusters Score -6229812 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -6231263.000000 Penalty: 3578.137939
	Iteration 6Q: 3 clusters Score -6231263 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -6233312.500000 Penalty: 3578.137939
	Iteration 7F: 3 clusters Score -6233312 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -6235933.000000 Penalty: 3578.137939
	Iteration 8F: 3 clusters Score -6235933 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -6238673.000000 Penalty: 3578.137939
	Iteration 9F: 3 clusters Score -6238673 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -6240441.500000 Penalty: 3578.137939
	Iteration 10F: 3 clusters Score -6240442 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -6241196.500000 Penalty: 3578.137939
	Iteration 11Q: 3 clusters Score -6241196 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -6241502.000000 Penalty: 3578.137939
	Iteration 12Q: 3 clusters Score -6241502 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -6241679.500000 Penalty: 3578.137939
	Iteration 13Q: 3 clusters Score -6241680 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -6241789.500000 Penalty: 3578.137939
	Iteration 14Q: 3 clusters Score -6241790 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -6241885.500000 Penalty: 3578.137939
	Iteration 15Q: 3 clusters Score -6241886 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -6242009.000000 Penalty: 3578.137939
	Iteration 16Q: 3 clusters Score -6242009 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -6242142.500000 Penalty: 3578.137939
	Iteration 17Q: 3 clusters Score -6242142 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -6242313.500000 Penalty: 3578.137939
	Iteration 18Q: 3 clusters Score -6242314 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -6242467.500000 Penalty: 3578.137939
	Iteration 19Q: 3 clusters Score -6242468 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -6242668.000000 Penalty: 3578.137939
	Iteration 20F: 3 clusters Score -6242668 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -6242838.500000 Penalty: 3578.137939
	Iteration 21Q: 3 clusters Score -6242838 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -6243037.500000 Penalty: 3578.137939
	Iteration 22Q: 3 clusters Score -6243038 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -6243180.000000 Penalty: 3578.137939
	Iteration 23Q: 3 clusters Score -6243180 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -6243361.500000 Penalty: 3578.137939
	Iteration 24Q: 3 clusters Score -6243362 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -6243534.000000 Penalty: 3578.137939
	Iteration 25Q: 3 clusters Score -6243534 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -6243684.000000 Penalty: 3578.137939
	Iteration 26Q: 3 clusters Score -6243684 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -6243839.500000 Penalty: 3578.137939
	Iteration 27Q: 3 clusters Score -6243840 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -6243977.500000 Penalty: 3578.137939
	Iteration 28Q: 3 clusters Score -6243978 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -6244084.500000 Penalty: 3578.137939
	Iteration 29Q: 3 clusters Score -6244084 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -6244186.000000 Penalty: 3578.137939
	Iteration 30Q: 3 clusters Score -6244186 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -6244232.000000 Penalty: 3578.137939
	Iteration 31Q: 3 clusters Score -6244232 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -6244293.000000 Penalty: 3578.137939
	Iteration 32Q: 3 clusters Score -6244293 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -6244366.000000 Penalty: 3578.137939
	Iteration 33Q: 3 clusters Score -6244366 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -6244457.500000 Penalty: 3578.137939
	Iteration 34Q: 3 clusters Score -6244458 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -6244520.500000 Penalty: 3578.137939
	Iteration 35Q: 3 clusters Score -6244520 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -6244575.000000 Penalty: 3578.137939
	Iteration 36Q: 3 clusters Score -6244575 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -6244645.000000 Penalty: 3578.137939
	Iteration 37Q: 3 clusters Score -6244645 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -6244687.500000 Penalty: 3578.137939
	Iteration 38Q: 3 clusters Score -6244688 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -6244743.000000 Penalty: 3578.137939
	Iteration 39Q: 3 clusters Score -6244743 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -6244796.500000 Penalty: 3578.137939
	Iteration 40F: 3 clusters Score -6244796 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -6244862.500000 Penalty: 3578.137939
	Iteration 41Q: 3 clusters Score -6244862 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -6244959.000000 Penalty: 3578.137939
	Iteration 42Q: 3 clusters Score -6244959 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -6245055.000000 Penalty: 3578.137939
	Iteration 43Q: 3 clusters Score -6245055 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -6245136.500000 Penalty: 3578.137939
	Iteration 44Q: 3 clusters Score -6245136 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -6245208.500000 Penalty: 3578.137939
	Iteration 45Q: 3 clusters Score -6245208 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -6245277.500000 Penalty: 3578.137939
	Iteration 46Q: 3 clusters Score -6245278 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -6245326.500000 Penalty: 3578.137939
	Iteration 47Q: 3 clusters Score -6245326 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -6245401.000000 Penalty: 3578.137939
	Iteration 48Q: 3 clusters Score -6245401 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -6245477.000000 Penalty: 3578.137939
	Iteration 49Q: 3 clusters Score -6245477 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -6245581.000000 Penalty: 3578.137939
	Iteration 50Q: 3 clusters Score -6245581 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -6245685.500000 Penalty: 3578.137939
	Iteration 51Q: 3 clusters Score -6245686 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -6245772.500000 Penalty: 3578.137939
	Iteration 52Q: 3 clusters Score -6245772 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -6245876.000000 Penalty: 3578.137939
	Iteration 53Q: 3 clusters Score -6245876 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -6245998.500000 Penalty: 3578.137939
	Iteration 54Q: 3 clusters Score -6245998 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -6246122.500000 Penalty: 3578.137939
	Iteration 55Q: 3 clusters Score -6246122 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -6246241.000000 Penalty: 3578.137939
	Iteration 56Q: 3 clusters Score -6246241 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -6246372.000000 Penalty: 3578.137939
	Iteration 57Q: 3 clusters Score -6246372 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -6246504.000000 Penalty: 3578.137939
	Iteration 58Q: 3 clusters Score -6246504 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -6246676.000000 Penalty: 3578.137939
	Iteration 59Q: 3 clusters Score -6246676 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -6246804.500000 Penalty: 3578.137939
	Iteration 60F: 3 clusters Score -6246804 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -6246978.500000 Penalty: 3578.137939
	Iteration 61Q: 3 clusters Score -6246978 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -6247143.000000 Penalty: 3578.137939
	Iteration 62Q: 3 clusters Score -6247143 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -6247326.000000 Penalty: 3578.137939
	Iteration 63Q: 3 clusters Score -6247326 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -6247518.000000 Penalty: 3578.137939
	Iteration 64Q: 3 clusters Score -6247518 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -6247680.000000 Penalty: 3578.137939
	Iteration 65Q: 3 clusters Score -6247680 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -6247878.500000 Penalty: 3578.137939
	Iteration 66Q: 3 clusters Score -6247878 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -6248061.000000 Penalty: 3578.137939
	Iteration 67Q: 3 clusters Score -6248061 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -6248215.000000 Penalty: 3578.137939
	Iteration 68Q: 3 clusters Score -6248215 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -6248352.000000 Penalty: 3578.137939
	Iteration 69Q: 3 clusters Score -6248352 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -6248514.000000 Penalty: 3578.137939
	Iteration 70Q: 3 clusters Score -6248514 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -6248637.500000 Penalty: 3578.137939
	Iteration 71Q: 3 clusters Score -6248638 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -6248788.000000 Penalty: 3578.137939
	Iteration 72Q: 3 clusters Score -6248788 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -6248947.000000 Penalty: 3578.137939
	Iteration 73Q: 3 clusters Score -6248947 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -6249046.000000 Penalty: 3578.137939
	Iteration 74Q: 3 clusters Score -6249046 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6249139.500000 Penalty: 3578.137939
	Iteration 75Q: 3 clusters Score -6249140 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -6249268.500000 Penalty: 3578.137939
	Iteration 76Q: 3 clusters Score -6249268 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6249377.500000 Penalty: 3578.137939
	Iteration 77Q: 3 clusters Score -6249378 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -6249479.000000 Penalty: 3578.137939
	Iteration 78Q: 3 clusters Score -6249479 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6249542.500000 Penalty: 3578.137939
	Iteration 79Q: 3 clusters Score -6249542 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6249602.500000 Penalty: 3578.137939
	Iteration 80F: 3 clusters Score -6249602 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6249641.000000 Penalty: 3578.137939
	Iteration 81Q: 3 clusters Score -6249641 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6249690.500000 Penalty: 3578.137939
	Iteration 82Q: 3 clusters Score -6249690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6249720.500000 Penalty: 3578.137939
	Iteration 83Q: 3 clusters Score -6249720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6249731.500000 Penalty: 3578.137939
	Iteration 84Q: 3 clusters Score -6249732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6249755.500000 Penalty: 3578.137939
	Iteration 85Q: 3 clusters Score -6249756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6249781.000000 Penalty: 3578.137939
	Iteration 86Q: 3 clusters Score -6249781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6249798.000000 Penalty: 3578.137939
	Iteration 87Q: 3 clusters Score -6249798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6249815.000000 Penalty: 3578.137939
	Iteration 88Q: 3 clusters Score -6249815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6249834.500000 Penalty: 3578.137939
	Iteration 89Q: 3 clusters Score -6249834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6249836.500000 Penalty: 3578.137939
	Iteration 90Q: 3 clusters Score -6249836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6249856.000000 Penalty: 3578.137939
	Iteration 91Q: 3 clusters Score -6249856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6249854.500000 Penalty: 3578.137939
	Iteration 92Q: 3 clusters Score -6249854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6249858.000000 Penalty: 3578.137939
	Iteration 93Q: 3 clusters Score -6249858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6249864.500000 Penalty: 3578.137939
	Iteration 94Q: 3 clusters Score -6249864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6249876.500000 Penalty: 3578.137939
	Iteration 95Q: 3 clusters Score -6249876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6249884.500000 Penalty: 3578.137939
	Iteration 96Q: 3 clusters Score -6249884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6249885.000000 Penalty: 3578.137939
	Iteration 97Q: 3 clusters Score -6249885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6249893.000000 Penalty: 3578.137939
	Iteration 98Q: 3 clusters Score -6249893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6249900.500000 Penalty: 3578.137939
	Iteration 99Q: 3 clusters Score -6249900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6249899.500000 Penalty: 3578.137939
	Iteration 100F: 3 clusters Score -6249900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6249899.000000 Penalty: 3578.137939
	Iteration 101Q: 3 clusters Score -6249899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6249900.500000 Penalty: 3578.137939
	Iteration 102Q: 3 clusters Score -6249900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6249894.500000 Penalty: 3578.137939
	Iteration 103Q: 3 clusters Score -6249894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6249899.500000 Penalty: 3578.137939
	Iteration 104Q: 3 clusters Score -6249900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6249900.000000 Penalty: 3578.137939
	Iteration 105Q: 3 clusters Score -6249900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6249904.000000 Penalty: 3578.137939
	Iteration 106Q: 3 clusters Score -6249904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6249899.000000 Penalty: 3578.137939
	Iteration 107Q: 3 clusters Score -6249899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6249902.000000 Penalty: 3578.137939
	Iteration 108Q: 3 clusters Score -6249902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6249902.000000 Penalty: 3578.137939
	Iteration 109F: 3 clusters Score -6249902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -280110.406250 Penalty: 1286.184692
	Iteration 0F: 2 clusters Score -280110.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -277582.250000 Penalty: 2572.369385
	Iteration 0F: 3 clusters Score -277582.2 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -278159.375000 Penalty: 2572.369385
	Iteration 1F: 3 clusters Score -278159.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -278260.593750 Penalty: 2572.369385
	Iteration 2F: 3 clusters Score -278260.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -278332.750000 Penalty: 2572.369385
	Iteration 3Q: 3 clusters Score -278332.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -278374.156250 Penalty: 2572.369385
	Iteration 4Q: 3 clusters Score -278374.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -278412.312500 Penalty: 2572.369385
	Iteration 5Q: 3 clusters Score -278412.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -278452.718750 Penalty: 2572.369385
	Iteration 6Q: 3 clusters Score -278452.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -278483.812500 Penalty: 2572.369385
	Iteration 7Q: 3 clusters Score -278483.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -278510.468750 Penalty: 2572.369385
	Iteration 8Q: 3 clusters Score -278510.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -278538.562500 Penalty: 2572.369385
	Iteration 9Q: 3 clusters Score -278538.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -278568.812500 Penalty: 2572.369385
	Iteration 10Q: 3 clusters Score -278568.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -278595.531250 Penalty: 2572.369385
	Iteration 11Q: 3 clusters Score -278595.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -278624.875000 Penalty: 2572.369385
	Iteration 12Q: 3 clusters Score -278624.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -278652.937500 Penalty: 2572.369385
	Iteration 13Q: 3 clusters Score -278652.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -278671.906250 Penalty: 2572.369385
	Iteration 14Q: 3 clusters Score -278671.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -278692.750000 Penalty: 2572.369385
	Iteration 15Q: 3 clusters Score -278692.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -278712.156250 Penalty: 2572.369385
	Iteration 16Q: 3 clusters Score -278712.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -278728.593750 Penalty: 2572.369385
	Iteration 17Q: 3 clusters Score -278728.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -278740.250000 Penalty: 2572.369385
	Iteration 18Q: 3 clusters Score -278740.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -278748.343750 Penalty: 2572.369385
	Iteration 19Q: 3 clusters Score -278748.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -278755.156250 Penalty: 2572.369385
	Iteration 20F: 3 clusters Score -278755.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -278761.875000 Penalty: 2572.369385
	Iteration 21Q: 3 clusters Score -278761.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -278775.250000 Penalty: 2572.369385
	Iteration 22Q: 3 clusters Score -278775.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -278790.968750 Penalty: 2572.369385
	Iteration 23Q: 3 clusters Score -278791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -278812.250000 Penalty: 2572.369385
	Iteration 24Q: 3 clusters Score -278812.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -278834.687500 Penalty: 2572.369385
	Iteration 25Q: 3 clusters Score -278834.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -278853.875000 Penalty: 2572.369385
	Iteration 26Q: 3 clusters Score -278853.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -278872.906250 Penalty: 2572.369385
	Iteration 27Q: 3 clusters Score -278872.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -278884.000000 Penalty: 2572.369385
	Iteration 28Q: 3 clusters Score -278884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -278892.312500 Penalty: 2572.369385
	Iteration 29Q: 3 clusters Score -278892.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -278897.218750 Penalty: 2572.369385
	Iteration 30Q: 3 clusters Score -278897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -278902.093750 Penalty: 2572.369385
	Iteration 31Q: 3 clusters Score -278902.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -278906.312500 Penalty: 2572.369385
	Iteration 32Q: 3 clusters Score -278906.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -278909.281250 Penalty: 2572.369385
	Iteration 33Q: 3 clusters Score -278909.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -278913.218750 Penalty: 2572.369385
	Iteration 34Q: 3 clusters Score -278913.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -278916.468750 Penalty: 2572.369385
	Iteration 35Q: 3 clusters Score -278916.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -278918.687500 Penalty: 2572.369385
	Iteration 36Q: 3 clusters Score -278918.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -278921.218750 Penalty: 2572.369385
	Iteration 37Q: 3 clusters Score -278921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -278923.062500 Penalty: 2572.369385
	Iteration 38Q: 3 clusters Score -278923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -278924.437500 Penalty: 2572.369385
	Iteration 39Q: 3 clusters Score -278924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -278924.875000 Penalty: 2572.369385
	Iteration 40F: 3 clusters Score -278924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -278925.281250 Penalty: 2572.369385
	Iteration 41Q: 3 clusters Score -278925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -278925.906250 Penalty: 2572.369385
	Iteration 42Q: 3 clusters Score -278925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -278926.625000 Penalty: 2572.369385
	Iteration 43Q: 3 clusters Score -278926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -278928.343750 Penalty: 2572.369385
	Iteration 44Q: 3 clusters Score -278928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -278929.281250 Penalty: 2572.369385
	Iteration 45Q: 3 clusters Score -278929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -278930.781250 Penalty: 2572.369385
	Iteration 46Q: 3 clusters Score -278930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -278930.937500 Penalty: 2572.369385
	Iteration 47Q: 3 clusters Score -278930.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -278933.375000 Penalty: 2572.369385
	Iteration 48Q: 3 clusters Score -278933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -278933.843750 Penalty: 2572.369385
	Iteration 49Q: 3 clusters Score -278933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -278933.843750 Penalty: 2572.369385
	Iteration 50F: 3 clusters Score -278933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (303406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303406 members 
Entering Unmasked Estep 
Score: -30791614.000000 Penalty: 2051.209473
	Iteration 0F: 2 clusters Score -3.079161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 152033 members 
Entering Unmasked Estep 
Score: -30595908.000000 Penalty: 4102.418945
	Iteration 0F: 3 clusters Score -3.059591e+07 nChanged 148155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144648 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -30683220.000000 Penalty: 4102.418945
	Iteration 1F: 3 clusters Score -3.068322e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140532 members 
Mstep: Class 2 contains 162874 members 
Entering Unmasked Estep 
Score: -30685144.000000 Penalty: 4102.418945
	Iteration 2Q: 3 clusters Score -3.068514e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134257 members 
Mstep: Class 2 contains 169149 members 
Entering Unmasked Estep 
Score: -30687638.000000 Penalty: 4102.418945
	Iteration 3Q: 3 clusters Score -3.068764e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125096 members 
Mstep: Class 2 contains 178310 members 
Entering Unmasked Estep 
Score: -30692154.000000 Penalty: 4102.418945
	Iteration 4Q: 3 clusters Score -3.069215e+07 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 191217 members 
Entering Unmasked Estep 
Score: -30699700.000000 Penalty: 4102.418945
	Iteration 5Q: 3 clusters Score -3.06997e+07 nChanged 18432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 207419 members 
Entering Unmasked Estep 
Score: -30711652.000000 Penalty: 4102.418945
	Iteration 6F: 3 clusters Score -3.071165e+07 nChanged 20160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 224337 members 
Entering Unmasked Estep 
Score: -30726662.000000 Penalty: 4102.418945
	Iteration 7F: 3 clusters Score -3.072666e+07 nChanged 18131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 237602 members 
Entering Unmasked Estep 
Score: -30740646.000000 Penalty: 4102.418945
	Iteration 8F: 3 clusters Score -3.074065e+07 nChanged 14439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 245625 members 
Entering Unmasked Estep 
Score: -30749946.000000 Penalty: 4102.418945
	Iteration 9Q: 3 clusters Score -3.074995e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 250079 members 
Entering Unmasked Estep 
Score: -30755160.000000 Penalty: 4102.418945
	Iteration 10Q: 3 clusters Score -3.075516e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 253160 members 
Entering Unmasked Estep 
Score: -30757274.000000 Penalty: 4102.418945
	Iteration 11Q: 3 clusters Score -3.075727e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 255867 members 
Entering Unmasked Estep 
Score: -30758542.000000 Penalty: 4102.418945
	Iteration 12Q: 3 clusters Score -3.075854e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 258543 members 
Entering Unmasked Estep 
Score: -30759620.000000 Penalty: 4102.418945
	Iteration 13Q: 3 clusters Score -3.075962e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 261249 members 
Entering Unmasked Estep 
Score: -30760772.000000 Penalty: 4102.418945
	Iteration 14Q: 3 clusters Score -3.076077e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 263903 members 
Entering Unmasked Estep 
Score: -30761798.000000 Penalty: 4102.418945
	Iteration 15Q: 3 clusters Score -3.07618e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 266562 members 
Entering Unmasked Estep 
Score: -30763132.000000 Penalty: 4102.418945
	Iteration 16Q: 3 clusters Score -3.076313e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 269330 members 
Entering Unmasked Estep 
Score: -30764398.000000 Penalty: 4102.418945
	Iteration 17Q: 3 clusters Score -3.07644e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 272032 members 
Entering Unmasked Estep 
Score: -30765938.000000 Penalty: 4102.418945
	Iteration 18Q: 3 clusters Score -3.076594e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 274732 members 
Entering Unmasked Estep 
Score: -30767542.000000 Penalty: 4102.418945
	Iteration 19Q: 3 clusters Score -3.076754e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 277385 members 
Entering Unmasked Estep 
Score: -30769230.000000 Penalty: 4102.418945
	Iteration 20F: 3 clusters Score -3.076923e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 280018 members 
Entering Unmasked Estep 
Score: -30771378.000000 Penalty: 4102.418945
	Iteration 21Q: 3 clusters Score -3.077138e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 282734 members 
Entering Unmasked Estep 
Score: -30773530.000000 Penalty: 4102.418945
	Iteration 22Q: 3 clusters Score -3.077353e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 285457 members 
Entering Unmasked Estep 
Score: -30775660.000000 Penalty: 4102.418945
	Iteration 23Q: 3 clusters Score -3.077566e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 288061 members 
Entering Unmasked Estep 
Score: -30777610.000000 Penalty: 4102.418945
	Iteration 24Q: 3 clusters Score -3.077761e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 290419 members 
Entering Unmasked Estep 
Score: -30779510.000000 Penalty: 4102.418945
	Iteration 25Q: 3 clusters Score -3.077951e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 292514 members 
Entering Unmasked Estep 
Score: -30780944.000000 Penalty: 4102.418945
	Iteration 26Q: 3 clusters Score -3.078094e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 294367 members 
Entering Unmasked Estep 
Score: -30782584.000000 Penalty: 4102.418945
	Iteration 27Q: 3 clusters Score -3.078258e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 296005 members 
Entering Unmasked Estep 
Score: -30784218.000000 Penalty: 4102.418945
	Iteration 28Q: 3 clusters Score -3.078422e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 297365 members 
Entering Unmasked Estep 
Score: -30785536.000000 Penalty: 4102.418945
	Iteration 29Q: 3 clusters Score -3.078554e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 298499 members 
Entering Unmasked Estep 
Score: -30786476.000000 Penalty: 4102.418945
	Iteration 30Q: 3 clusters Score -3.078648e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 299406 members 
Entering Unmasked Estep 
Score: -30787268.000000 Penalty: 4102.418945
	Iteration 31Q: 3 clusters Score -3.078727e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 300110 members 
Entering Unmasked Estep 
Score: -30787810.000000 Penalty: 4102.418945
	Iteration 32Q: 3 clusters Score -3.078781e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 300630 members 
Entering Unmasked Estep 
Score: -30788116.000000 Penalty: 4102.418945
	Iteration 33Q: 3 clusters Score -3.078812e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 301039 members 
Entering Unmasked Estep 
Score: -30788472.000000 Penalty: 4102.418945
	Iteration 34Q: 3 clusters Score -3.078847e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 301342 members 
Entering Unmasked Estep 
Score: -30788750.000000 Penalty: 4102.418945
	Iteration 35Q: 3 clusters Score -3.078875e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 301607 members 
Entering Unmasked Estep 
Score: -30788992.000000 Penalty: 4102.418945
	Iteration 36Q: 3 clusters Score -3.078899e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 301796 members 
Entering Unmasked Estep 
Score: -30789142.000000 Penalty: 4102.418945
	Iteration 37Q: 3 clusters Score -3.078914e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 301950 members 
Entering Unmasked Estep 
Score: -30789212.000000 Penalty: 4102.418945
	Iteration 38Q: 3 clusters Score -3.078921e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 302067 members 
Entering Unmasked Estep 
Score: -30789288.000000 Penalty: 4102.418945
	Iteration 39Q: 3 clusters Score -3.078929e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 302162 members 
Entering Unmasked Estep 
Score: -30789358.000000 Penalty: 4102.418945
	Iteration 40F: 3 clusters Score -3.078936e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 302239 members 
Entering Unmasked Estep 
Score: -30789408.000000 Penalty: 4102.418945
	Iteration 41Q: 3 clusters Score -3.078941e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 302288 members 
Entering Unmasked Estep 
Score: -30789428.000000 Penalty: 4102.418945
	Iteration 42Q: 3 clusters Score -3.078943e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 302331 members 
Entering Unmasked Estep 
Score: -30789508.000000 Penalty: 4102.418945
	Iteration 43Q: 3 clusters Score -3.078951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 302368 members 
Entering Unmasked Estep 
Score: -30789526.000000 Penalty: 4102.418945
	Iteration 44Q: 3 clusters Score -3.078953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 302392 members 
Entering Unmasked Estep 
Score: -30789536.000000 Penalty: 4102.418945
	Iteration 45Q: 3 clusters Score -3.078954e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 302413 members 
Entering Unmasked Estep 
Score: -30789584.000000 Penalty: 4102.418945
	Iteration 46Q: 3 clusters Score -3.078958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 302433 members 
Entering Unmasked Estep 
Score: -30789600.000000 Penalty: 4102.418945
	Iteration 47Q: 3 clusters Score -3.07896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 302457 members 
Entering Unmasked Estep 
Score: -30789600.000000 Penalty: 4102.418945
	Iteration 48Q: 3 clusters Score -3.07896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 302477 members 
Entering Unmasked Estep 
Score: -30789586.000000 Penalty: 4102.418945
	Iteration 49Q: 3 clusters Score -3.078959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 302498 members 
Entering Unmasked Estep 
Score: -30789618.000000 Penalty: 4102.418945
	Iteration 50Q: 3 clusters Score -3.078962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 302513 members 
Entering Unmasked Estep 
Score: -30789612.000000 Penalty: 4102.418945
	Iteration 51Q: 3 clusters Score -3.078961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 302528 members 
Entering Unmasked Estep 
Score: -30789638.000000 Penalty: 4102.418945
	Iteration 52Q: 3 clusters Score -3.078964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 302536 members 
Entering Unmasked Estep 
Score: -30789646.000000 Penalty: 4102.418945
	Iteration 53Q: 3 clusters Score -3.078965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 302545 members 
Entering Unmasked Estep 
Score: -30789650.000000 Penalty: 4102.418945
	Iteration 54Q: 3 clusters Score -3.078965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 302552 members 
Entering Unmasked Estep 
Score: -30789648.000000 Penalty: 4102.418945
	Iteration 55Q: 3 clusters Score -3.078965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 302556 members 
Entering Unmasked Estep 
Score: -30789652.000000 Penalty: 4102.418945
	Iteration 56Q: 3 clusters Score -3.078965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 302561 members 
Entering Unmasked Estep 
Score: -30789658.000000 Penalty: 4102.418945
	Iteration 57Q: 3 clusters Score -3.078966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 302568 members 
Entering Unmasked Estep 
Score: -30789662.000000 Penalty: 4102.418945
	Iteration 58Q: 3 clusters Score -3.078966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 302573 members 
Entering Unmasked Estep 
Score: -30789666.000000 Penalty: 4102.418945
	Iteration 59Q: 3 clusters Score -3.078967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 302579 members 
Entering Unmasked Estep 
Score: -30789668.000000 Penalty: 4102.418945
	Iteration 60F: 3 clusters Score -3.078967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 302586 members 
Entering Unmasked Estep 
Score: -30789670.000000 Penalty: 4102.418945
	Iteration 61Q: 3 clusters Score -3.078967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 302597 members 
Entering Unmasked Estep 
Score: -30789662.000000 Penalty: 4102.418945
	Iteration 62Q: 3 clusters Score -3.078966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 302606 members 
Entering Unmasked Estep 
Score: -30789674.000000 Penalty: 4102.418945
	Iteration 63Q: 3 clusters Score -3.078967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 302608 members 
Entering Unmasked Estep 
Score: -30789690.000000 Penalty: 4102.418945
	Iteration 64Q: 3 clusters Score -3.078969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 302611 members 
Entering Unmasked Estep 
Score: -30789684.000000 Penalty: 4102.418945
	Iteration 65Q: 3 clusters Score -3.078968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 302614 members 
Entering Unmasked Estep 
Score: -30789698.000000 Penalty: 4102.418945
	Iteration 66Q: 3 clusters Score -3.07897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 302615 members 
Entering Unmasked Estep 
Score: -30789678.000000 Penalty: 4102.418945
	Iteration 67Q: 3 clusters Score -3.078968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 302615 members 
Entering Unmasked Estep 
Score: -30789678.000000 Penalty: 4102.418945
	Iteration 68F: 3 clusters Score -3.078968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -290000.187500 Penalty: 1303.880493
	Iteration 0F: 2 clusters Score -290000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -287313.687500 Penalty: 2607.760986
	Iteration 0F: 3 clusters Score -287313.7 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -288057.062500 Penalty: 2607.760986
	Iteration 1F: 3 clusters Score -288057.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -288327.781250 Penalty: 2607.760986
	Iteration 2F: 3 clusters Score -288327.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -288608.562500 Penalty: 2607.760986
	Iteration 3F: 3 clusters Score -288608.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -288784.187500 Penalty: 2607.760986
	Iteration 4F: 3 clusters Score -288784.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -288908.281250 Penalty: 2607.760986
	Iteration 5F: 3 clusters Score -288908.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -289010.531250 Penalty: 2607.760986
	Iteration 6Q: 3 clusters Score -289010.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -289071.781250 Penalty: 2607.760986
	Iteration 7Q: 3 clusters Score -289071.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -289117.812500 Penalty: 2607.760986
	Iteration 8Q: 3 clusters Score -289117.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -289149.937500 Penalty: 2607.760986
	Iteration 9Q: 3 clusters Score -289149.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289178.843750 Penalty: 2607.760986
	Iteration 10Q: 3 clusters Score -289178.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -289202.468750 Penalty: 2607.760986
	Iteration 11Q: 3 clusters Score -289202.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -289226.812500 Penalty: 2607.760986
	Iteration 12Q: 3 clusters Score -289226.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -289254.125000 Penalty: 2607.760986
	Iteration 13Q: 3 clusters Score -289254.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -289282.625000 Penalty: 2607.760986
	Iteration 14Q: 3 clusters Score -289282.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -289309.750000 Penalty: 2607.760986
	Iteration 15Q: 3 clusters Score -289309.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -289342.656250 Penalty: 2607.760986
	Iteration 16Q: 3 clusters Score -289342.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -289380.593750 Penalty: 2607.760986
	Iteration 17Q: 3 clusters Score -289380.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -289410.281250 Penalty: 2607.760986
	Iteration 18Q: 3 clusters Score -289410.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -289438.125000 Penalty: 2607.760986
	Iteration 19Q: 3 clusters Score -289438.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -289468.781250 Penalty: 2607.760986
	Iteration 20F: 3 clusters Score -289468.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -289492.531250 Penalty: 2607.760986
	Iteration 21Q: 3 clusters Score -289492.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -289513.656250 Penalty: 2607.760986
	Iteration 22Q: 3 clusters Score -289513.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -289532.406250 Penalty: 2607.760986
	Iteration 23Q: 3 clusters Score -289532.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -289549.218750 Penalty: 2607.760986
	Iteration 24Q: 3 clusters Score -289549.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -289562.093750 Penalty: 2607.760986
	Iteration 25Q: 3 clusters Score -289562.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -289576.531250 Penalty: 2607.760986
	Iteration 26Q: 3 clusters Score -289576.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -289594.312500 Penalty: 2607.760986
	Iteration 27Q: 3 clusters Score -289594.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -289609.187500 Penalty: 2607.760986
	Iteration 28Q: 3 clusters Score -289609.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -289620.406250 Penalty: 2607.760986
	Iteration 29Q: 3 clusters Score -289620.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -289625.468750 Penalty: 2607.760986
	Iteration 30Q: 3 clusters Score -289625.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -289631.312500 Penalty: 2607.760986
	Iteration 31Q: 3 clusters Score -289631.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -289633.406250 Penalty: 2607.760986
	Iteration 32Q: 3 clusters Score -289633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -289638.281250 Penalty: 2607.760986
	Iteration 33Q: 3 clusters Score -289638.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -289649.812500 Penalty: 2607.760986
	Iteration 34Q: 3 clusters Score -289649.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -289658.281250 Penalty: 2607.760986
	Iteration 35Q: 3 clusters Score -289658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -289663.906250 Penalty: 2607.760986
	Iteration 36Q: 3 clusters Score -289663.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -289671.187500 Penalty: 2607.760986
	Iteration 37Q: 3 clusters Score -289671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -289676.687500 Penalty: 2607.760986
	Iteration 38Q: 3 clusters Score -289676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -289680.843750 Penalty: 2607.760986
	Iteration 39Q: 3 clusters Score -289680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -289682.687500 Penalty: 2607.760986
	Iteration 40F: 3 clusters Score -289682.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -289685.406250 Penalty: 2607.760986
	Iteration 41Q: 3 clusters Score -289685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -289689.750000 Penalty: 2607.760986
	Iteration 42Q: 3 clusters Score -289689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -289692.156250 Penalty: 2607.760986
	Iteration 43Q: 3 clusters Score -289692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -289694.406250 Penalty: 2607.760986
	Iteration 44Q: 3 clusters Score -289694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -289696.187500 Penalty: 2607.760986
	Iteration 45Q: 3 clusters Score -289696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -289702.750000 Penalty: 2607.760986
	Iteration 46Q: 3 clusters Score -289702.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -289715.281250 Penalty: 2607.760986
	Iteration 47Q: 3 clusters Score -289715.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -289719.812500 Penalty: 2607.760986
	Iteration 48Q: 3 clusters Score -289719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -289723.750000 Penalty: 2607.760986
	Iteration 49Q: 3 clusters Score -289723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -289733.468750 Penalty: 2607.760986
	Iteration 50Q: 3 clusters Score -289733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -289736.875000 Penalty: 2607.760986
	Iteration 51Q: 3 clusters Score -289736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -289738.437500 Penalty: 2607.760986
	Iteration 52Q: 3 clusters Score -289738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -289738.437500 Penalty: 2607.760986
	Iteration 53F: 3 clusters Score -289738.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Entering Unmasked Estep 
Score: -2514387.000000 Penalty: 1641.283325
	Iteration 0F: 2 clusters Score -2514387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2497809.750000 Penalty: 3282.566650
	Iteration 0F: 3 clusters Score -2497810 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2504141.750000 Penalty: 3282.566650
	Iteration 1F: 3 clusters Score -2504142 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2504618.750000 Penalty: 3282.566650
	Iteration 2Q: 3 clusters Score -2504619 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2505057.250000 Penalty: 3282.566650
	Iteration 3Q: 3 clusters Score -2505057 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2505594.750000 Penalty: 3282.566650
	Iteration 4Q: 3 clusters Score -2505595 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2506258.500000 Penalty: 3282.566650
	Iteration 5Q: 3 clusters Score -2506258 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2507107.250000 Penalty: 3282.566650
	Iteration 6Q: 3 clusters Score -2507107 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2508136.750000 Penalty: 3282.566650
	Iteration 7F: 3 clusters Score -2508137 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2509094.750000 Penalty: 3282.566650
	Iteration 8F: 3 clusters Score -2509095 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2509911.500000 Penalty: 3282.566650
	Iteration 9Q: 3 clusters Score -2509912 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2510454.250000 Penalty: 3282.566650
	Iteration 10Q: 3 clusters Score -2510454 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2510771.500000 Penalty: 3282.566650
	Iteration 11Q: 3 clusters Score -2510772 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2510951.250000 Penalty: 3282.566650
	Iteration 12Q: 3 clusters Score -2510951 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2511057.250000 Penalty: 3282.566650
	Iteration 13Q: 3 clusters Score -2511057 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2511145.500000 Penalty: 3282.566650
	Iteration 14Q: 3 clusters Score -2511146 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2511211.750000 Penalty: 3282.566650
	Iteration 15Q: 3 clusters Score -2511212 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2511263.500000 Penalty: 3282.566650
	Iteration 16Q: 3 clusters Score -2511264 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2511330.250000 Penalty: 3282.566650
	Iteration 17Q: 3 clusters Score -2511330 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2511393.250000 Penalty: 3282.566650
	Iteration 18Q: 3 clusters Score -2511393 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2511438.500000 Penalty: 3282.566650
	Iteration 19Q: 3 clusters Score -2511438 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2511499.750000 Penalty: 3282.566650
	Iteration 20F: 3 clusters Score -2511500 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2511557.000000 Penalty: 3282.566650
	Iteration 21Q: 3 clusters Score -2511557 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2511619.500000 Penalty: 3282.566650
	Iteration 22Q: 3 clusters Score -2511620 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2511675.500000 Penalty: 3282.566650
	Iteration 23Q: 3 clusters Score -2511676 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2511726.750000 Penalty: 3282.566650
	Iteration 24Q: 3 clusters Score -2511727 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2511775.750000 Penalty: 3282.566650
	Iteration 25Q: 3 clusters Score -2511776 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2511820.750000 Penalty: 3282.566650
	Iteration 26Q: 3 clusters Score -2511821 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2511855.000000 Penalty: 3282.566650
	Iteration 27Q: 3 clusters Score -2511855 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2511896.750000 Penalty: 3282.566650
	Iteration 28Q: 3 clusters Score -2511897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2511940.750000 Penalty: 3282.566650
	Iteration 29Q: 3 clusters Score -2511941 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2511995.000000 Penalty: 3282.566650
	Iteration 30Q: 3 clusters Score -2511995 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2512030.750000 Penalty: 3282.566650
	Iteration 31Q: 3 clusters Score -2512031 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2512070.500000 Penalty: 3282.566650
	Iteration 32Q: 3 clusters Score -2512070 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2512126.000000 Penalty: 3282.566650
	Iteration 33Q: 3 clusters Score -2512126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2512161.250000 Penalty: 3282.566650
	Iteration 34Q: 3 clusters Score -2512161 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2512209.250000 Penalty: 3282.566650
	Iteration 35Q: 3 clusters Score -2512209 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2512252.500000 Penalty: 3282.566650
	Iteration 36Q: 3 clusters Score -2512252 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2512301.250000 Penalty: 3282.566650
	Iteration 37Q: 3 clusters Score -2512301 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2512347.000000 Penalty: 3282.566650
	Iteration 38Q: 3 clusters Score -2512347 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2512392.750000 Penalty: 3282.566650
	Iteration 39Q: 3 clusters Score -2512393 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2512457.500000 Penalty: 3282.566650
	Iteration 40F: 3 clusters Score -2512458 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2512529.500000 Penalty: 3282.566650
	Iteration 41Q: 3 clusters Score -2512530 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2512631.750000 Penalty: 3282.566650
	Iteration 42Q: 3 clusters Score -2512632 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2512698.500000 Penalty: 3282.566650
	Iteration 43Q: 3 clusters Score -2512698 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2512755.000000 Penalty: 3282.566650
	Iteration 44Q: 3 clusters Score -2512755 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2512808.500000 Penalty: 3282.566650
	Iteration 45Q: 3 clusters Score -2512808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2512836.000000 Penalty: 3282.566650
	Iteration 46Q: 3 clusters Score -2512836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2512860.000000 Penalty: 3282.566650
	Iteration 47Q: 3 clusters Score -2512860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2512883.250000 Penalty: 3282.566650
	Iteration 48Q: 3 clusters Score -2512883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2512893.500000 Penalty: 3282.566650
	Iteration 49Q: 3 clusters Score -2512894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2512899.500000 Penalty: 3282.566650
	Iteration 50Q: 3 clusters Score -2512900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2512908.000000 Penalty: 3282.566650
	Iteration 51Q: 3 clusters Score -2512908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2512910.500000 Penalty: 3282.566650
	Iteration 52Q: 3 clusters Score -2512910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2512914.250000 Penalty: 3282.566650
	Iteration 53Q: 3 clusters Score -2512914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2512924.500000 Penalty: 3282.566650
	Iteration 54Q: 3 clusters Score -2512924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2512932.750000 Penalty: 3282.566650
	Iteration 55Q: 3 clusters Score -2512933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2512934.250000 Penalty: 3282.566650
	Iteration 56Q: 3 clusters Score -2512934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2512937.250000 Penalty: 3282.566650
	Iteration 57Q: 3 clusters Score -2512937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2512938.000000 Penalty: 3282.566650
	Iteration 58Q: 3 clusters Score -2512938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2512937.500000 Penalty: 3282.566650
	Iteration 59Q: 3 clusters Score -2512938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2512937.500000 Penalty: 3282.566650
	Iteration 60F: 3 clusters Score -2512938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Entering Unmasked Estep 
Score: -4490298.500000 Penalty: 1735.322144
	Iteration 0F: 2 clusters Score -4490298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -4461196.000000 Penalty: 3470.644287
	Iteration 0F: 3 clusters Score -4461196 nChanged 20271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -4472949.000000 Penalty: 3470.644287
	Iteration 1F: 3 clusters Score -4472949 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -4473740.000000 Penalty: 3470.644287
	Iteration 2Q: 3 clusters Score -4473740 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -4474773.000000 Penalty: 3470.644287
	Iteration 3F: 3 clusters Score -4474773 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -4476211.000000 Penalty: 3470.644287
	Iteration 4F: 3 clusters Score -4476211 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4478349.000000 Penalty: 3470.644287
	Iteration 5F: 3 clusters Score -4478349 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4481136.000000 Penalty: 3470.644287
	Iteration 6F: 3 clusters Score -4481136 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4484086.500000 Penalty: 3470.644287
	Iteration 7F: 3 clusters Score -4484086 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -4486321.500000 Penalty: 3470.644287
	Iteration 8F: 3 clusters Score -4486322 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -4487656.500000 Penalty: 3470.644287
	Iteration 9Q: 3 clusters Score -4487656 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -4488346.000000 Penalty: 3470.644287
	Iteration 10Q: 3 clusters Score -4488346 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -4488696.500000 Penalty: 3470.644287
	Iteration 11Q: 3 clusters Score -4488696 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -4488819.500000 Penalty: 3470.644287
	Iteration 12Q: 3 clusters Score -4488820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -4488896.000000 Penalty: 3470.644287
	Iteration 13Q: 3 clusters Score -4488896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -4488941.000000 Penalty: 3470.644287
	Iteration 14Q: 3 clusters Score -4488941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -4488966.000000 Penalty: 3470.644287
	Iteration 15Q: 3 clusters Score -4488966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -4488993.000000 Penalty: 3470.644287
	Iteration 16Q: 3 clusters Score -4488993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -4489001.000000 Penalty: 3470.644287
	Iteration 17Q: 3 clusters Score -4489001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -4489018.000000 Penalty: 3470.644287
	Iteration 18Q: 3 clusters Score -4489018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -4489016.000000 Penalty: 3470.644287
	Iteration 19Q: 3 clusters Score -4489016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -4489019.000000 Penalty: 3470.644287
	Iteration 20F: 3 clusters Score -4489019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -4489022.500000 Penalty: 3470.644287
	Iteration 21Q: 3 clusters Score -4489022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -4489022.000000 Penalty: 3470.644287
	Iteration 22Q: 3 clusters Score -4489022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -4489023.000000 Penalty: 3470.644287
	Iteration 23Q: 3 clusters Score -4489023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -4489021.500000 Penalty: 3470.644287
	Iteration 24Q: 3 clusters Score -4489022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -4489019.000000 Penalty: 3470.644287
	Iteration 25Q: 3 clusters Score -4489019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -4489019.500000 Penalty: 3470.644287
	Iteration 26Q: 3 clusters Score -4489020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -4489019.500000 Penalty: 3470.644287
	Iteration 27F: 3 clusters Score -4489020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Entering Unmasked Estep 
Score: -2945462.250000 Penalty: 1666.795532
	Iteration 0F: 2 clusters Score -2945462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2926263.250000 Penalty: 3333.591064
	Iteration 0F: 3 clusters Score -2926263 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2933404.750000 Penalty: 3333.591064
	Iteration 1F: 3 clusters Score -2933405 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2933719.500000 Penalty: 3333.591064
	Iteration 2Q: 3 clusters Score -2933720 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2934029.000000 Penalty: 3333.591064
	Iteration 3Q: 3 clusters Score -2934029 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2934420.750000 Penalty: 3333.591064
	Iteration 4Q: 3 clusters Score -2934421 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2934950.000000 Penalty: 3333.591064
	Iteration 5Q: 3 clusters Score -2934950 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2935655.250000 Penalty: 3333.591064
	Iteration 6Q: 3 clusters Score -2935655 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2936669.000000 Penalty: 3333.591064
	Iteration 7F: 3 clusters Score -2936669 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2938058.250000 Penalty: 3333.591064
	Iteration 8F: 3 clusters Score -2938058 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2939710.750000 Penalty: 3333.591064
	Iteration 9F: 3 clusters Score -2939711 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2941157.250000 Penalty: 3333.591064
	Iteration 10F: 3 clusters Score -2941157 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -2942231.500000 Penalty: 3333.591064
	Iteration 11Q: 3 clusters Score -2942232 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -2942969.500000 Penalty: 3333.591064
	Iteration 12Q: 3 clusters Score -2942970 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -2943389.750000 Penalty: 3333.591064
	Iteration 13Q: 3 clusters Score -2943390 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -2943614.250000 Penalty: 3333.591064
	Iteration 14Q: 3 clusters Score -2943614 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -2943742.750000 Penalty: 3333.591064
	Iteration 15Q: 3 clusters Score -2943743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -2943856.250000 Penalty: 3333.591064
	Iteration 16Q: 3 clusters Score -2943856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -2943939.000000 Penalty: 3333.591064
	Iteration 17Q: 3 clusters Score -2943939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -2943977.750000 Penalty: 3333.591064
	Iteration 18Q: 3 clusters Score -2943978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -2944004.000000 Penalty: 3333.591064
	Iteration 19Q: 3 clusters Score -2944004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -2944023.000000 Penalty: 3333.591064
	Iteration 20F: 3 clusters Score -2944023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -2944036.750000 Penalty: 3333.591064
	Iteration 21Q: 3 clusters Score -2944037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -2944045.000000 Penalty: 3333.591064
	Iteration 22Q: 3 clusters Score -2944045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -2944052.250000 Penalty: 3333.591064
	Iteration 23Q: 3 clusters Score -2944052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -2944055.500000 Penalty: 3333.591064
	Iteration 24Q: 3 clusters Score -2944056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -2944054.750000 Penalty: 3333.591064
	Iteration 25Q: 3 clusters Score -2944055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -2944055.250000 Penalty: 3333.591064
	Iteration 26Q: 3 clusters Score -2944055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -2944054.500000 Penalty: 3333.591064
	Iteration 27Q: 3 clusters Score -2944054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -2944054.500000 Penalty: 3333.591064
	Iteration 28F: 3 clusters Score -2944054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 56614 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283082 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 9 contains 41073 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60455 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 303406 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 24348 members 
Mstep: Class 18 contains 43430 members 
Mstep: Class 19 contains 28487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155664.000000 Penalty: 31291.560547
Iteration 359Q: 15 clusters Score -9.415566e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 56584 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283070 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 9 contains 41067 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60449 members 
Mstep: Class 13 contains 2733 members 
Mstep: Class 14 contains 303390 members 
Mstep: Class 15 contains 3056 members 
Mstep: Class 16 contains 24340 members 
Mstep: Class 18 contains 43436 members 
Mstep: Class 19 contains 28484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155736.000000 Penalty: 31291.560547
Iteration 360F: 15 clusters Score -9.415574e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 56563 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283077 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 9 contains 41063 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 12 contains 60445 members 
Mstep: Class 13 contains 2730 members 
Mstep: Class 14 contains 303359 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 24336 members 
Mstep: Class 18 contains 43432 members 
Mstep: Class 19 contains 28479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155656.000000 Penalty: 31291.560547
Iteration 361Q: 15 clusters Score -9.415566e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 56544 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283061 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 9 contains 41064 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 12 contains 60453 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 303343 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 24332 members 
Mstep: Class 18 contains 43429 members 
Mstep: Class 19 contains 28473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155584.000000 Penalty: 31291.560547
Iteration 362Q: 15 clusters Score -9.415558e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 56524 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283048 members 
Mstep: Class 6 contains 2891 members 
Mstep: Class 9 contains 41060 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 12 contains 60454 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 303315 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 24331 members 
Mstep: Class 18 contains 43427 members 
Mstep: Class 19 contains 28461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155560.000000 Penalty: 31291.560547
Iteration 363Q: 15 clusters Score -9.415556e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 56503 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 283012 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 9 contains 41049 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 12 contains 60458 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 14 contains 303304 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 24337 members 
Mstep: Class 18 contains 43430 members 
Mstep: Class 19 contains 28454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155512.000000 Penalty: 31291.560547
Iteration 364Q: 15 clusters Score -9.415551e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 56484 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 282983 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 9 contains 41045 members 
Mstep: Class 10 contains 5184 members 
Mstep: Class 12 contains 60464 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 303275 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 24338 members 
Mstep: Class 18 contains 43433 members 
Mstep: Class 19 contains 28451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155640.000000 Penalty: 31291.560547
Iteration 365Q: 15 clusters Score -9.415564e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 56465 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282926 members 
Mstep: Class 6 contains 2889 members 
Mstep: Class 9 contains 41041 members 
Mstep: Class 10 contains 5186 members 
Mstep: Class 12 contains 60473 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 303273 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 24334 members 
Mstep: Class 18 contains 43429 members 
Mstep: Class 19 contains 28449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155592.000000 Penalty: 31291.560547
Iteration 366Q: 15 clusters Score -9.415559e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 56450 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282887 members 
Mstep: Class 6 contains 2888 members 
Mstep: Class 9 contains 41039 members 
Mstep: Class 10 contains 5186 members 
Mstep: Class 12 contains 60481 members 
Mstep: Class 13 contains 2730 members 
Mstep: Class 14 contains 303261 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 24332 members 
Mstep: Class 18 contains 43430 members 
Mstep: Class 19 contains 28442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155536.000000 Penalty: 31291.560547
Iteration 367Q: 15 clusters Score -9.415554e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 56431 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282844 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 9 contains 41037 members 
Mstep: Class 10 contains 5188 members 
Mstep: Class 12 contains 60490 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 303240 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 24333 members 
Mstep: Class 18 contains 43432 members 
Mstep: Class 19 contains 28443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155576.000000 Penalty: 31291.560547
Iteration 368Q: 15 clusters Score -9.415558e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 56407 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 282833 members 
Mstep: Class 6 contains 2886 members 
Mstep: Class 9 contains 41036 members 
Mstep: Class 10 contains 5190 members 
Mstep: Class 12 contains 60506 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 303205 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 24330 members 
Mstep: Class 18 contains 43428 members 
Mstep: Class 19 contains 28441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155528.000000 Penalty: 31291.560547
Iteration 369Q: 15 clusters Score -9.415553e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 56380 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 282820 members 
Mstep: Class 6 contains 2885 members 
Mstep: Class 9 contains 41034 members 
Mstep: Class 10 contains 5192 members 
Mstep: Class 12 contains 60519 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 303181 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 24338 members 
Mstep: Class 18 contains 43432 members 
Mstep: Class 19 contains 28434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155616.000000 Penalty: 31291.560547
Iteration 370Q: 15 clusters Score -9.415562e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 56359 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282808 members 
Mstep: Class 6 contains 2883 members 
Mstep: Class 9 contains 41029 members 
Mstep: Class 10 contains 5195 members 
Mstep: Class 12 contains 60538 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 303157 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 24338 members 
Mstep: Class 18 contains 43428 members 
Mstep: Class 19 contains 28433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155792.000000 Penalty: 31291.560547
Iteration 371Q: 15 clusters Score -9.415579e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 56345 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282795 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 9 contains 41025 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 12 contains 60551 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 303138 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 24340 members 
Mstep: Class 18 contains 43426 members 
Mstep: Class 19 contains 28430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155744.000000 Penalty: 31291.560547
Iteration 372Q: 15 clusters Score -9.415574e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 56322 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282775 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 9 contains 41023 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 12 contains 60566 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 303131 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 24340 members 
Mstep: Class 18 contains 43418 members 
Mstep: Class 19 contains 28428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155720.000000 Penalty: 31291.560547
Iteration 373Q: 15 clusters Score -9.415572e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 56306 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282755 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 9 contains 41020 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 12 contains 60577 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 303115 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 24342 members 
Mstep: Class 18 contains 43413 members 
Mstep: Class 19 contains 28428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155784.000000 Penalty: 31291.560547
Iteration 374Q: 15 clusters Score -9.415578e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 56298 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282741 members 
Mstep: Class 6 contains 2882 members 
Mstep: Class 9 contains 41020 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 12 contains 60584 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 303088 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 24341 members 
Mstep: Class 18 contains 43413 members 
Mstep: Class 19 contains 28426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155768.000000 Penalty: 31291.560547
Iteration 375Q: 15 clusters Score -9.415577e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 56291 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282726 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 9 contains 41018 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 12 contains 60597 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 303075 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 24339 members 
Mstep: Class 18 contains 43408 members 
Mstep: Class 19 contains 28422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155768.000000 Penalty: 31291.560547
Iteration 376Q: 15 clusters Score -9.415577e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 56281 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282719 members 
Mstep: Class 6 contains 2886 members 
Mstep: Class 9 contains 41017 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 12 contains 60607 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 303062 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24334 members 
Mstep: Class 18 contains 43406 members 
Mstep: Class 19 contains 28421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155784.000000 Penalty: 31291.560547
Iteration 377Q: 15 clusters Score -9.415578e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 56269 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 282717 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 9 contains 41011 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60631 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 303046 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 24327 members 
Mstep: Class 18 contains 43407 members 
Mstep: Class 19 contains 28421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155712.000000 Penalty: 31291.560547
Iteration 378Q: 15 clusters Score -9.415571e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 56250 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 282711 members 
Mstep: Class 6 contains 2878 members 
Mstep: Class 9 contains 41002 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60657 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 303034 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24324 members 
Mstep: Class 18 contains 43405 members 
Mstep: Class 19 contains 28419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155760.000000 Penalty: 31291.560547
Iteration 379Q: 15 clusters Score -9.415576e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 56233 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282703 members 
Mstep: Class 6 contains 2876 members 
Mstep: Class 9 contains 41000 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60676 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 303019 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24322 members 
Mstep: Class 18 contains 43407 members 
Mstep: Class 19 contains 28418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155680.000000 Penalty: 31291.560547
Iteration 380F: 15 clusters Score -9.415568e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 56209 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 282682 members 
Mstep: Class 6 contains 2875 members 
Mstep: Class 9 contains 40996 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60692 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 303018 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24318 members 
Mstep: Class 18 contains 43409 members 
Mstep: Class 19 contains 28421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155648.000000 Penalty: 31291.560547
Iteration 381Q: 15 clusters Score -9.415565e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 56195 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 282667 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40999 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60701 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 303010 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24314 members 
Mstep: Class 18 contains 43408 members 
Mstep: Class 19 contains 28421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155720.000000 Penalty: 31291.560547
Iteration 382Q: 15 clusters Score -9.415572e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 56183 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282649 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 9 contains 40999 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60702 members 
Mstep: Class 13 contains 2721 members 
Mstep: Class 14 contains 303016 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24311 members 
Mstep: Class 18 contains 43410 members 
Mstep: Class 19 contains 28419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155632.000000 Penalty: 31291.560547
Iteration 383Q: 15 clusters Score -9.415563e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 56173 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282629 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 9 contains 41000 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60707 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 303015 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24307 members 
Mstep: Class 18 contains 43408 members 
Mstep: Class 19 contains 28420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155536.000000 Penalty: 31291.560547
Iteration 384Q: 15 clusters Score -9.415554e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 56164 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282608 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 9 contains 41003 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60713 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 303013 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24297 members 
Mstep: Class 18 contains 43408 members 
Mstep: Class 19 contains 28421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155512.000000 Penalty: 31291.560547
Iteration 385Q: 15 clusters Score -9.415551e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 56150 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282597 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 41004 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60717 members 
Mstep: Class 13 contains 2721 members 
Mstep: Class 14 contains 303014 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24293 members 
Mstep: Class 18 contains 43406 members 
Mstep: Class 19 contains 28421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155360.000000 Penalty: 31291.560547
Iteration 386Q: 15 clusters Score -9.415536e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 56133 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282597 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 41005 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60723 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 303003 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24294 members 
Mstep: Class 18 contains 43403 members 
Mstep: Class 19 contains 28420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155376.000000 Penalty: 31291.560547
Iteration 387Q: 15 clusters Score -9.415538e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 56118 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282580 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 41003 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60732 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 302993 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24292 members 
Mstep: Class 18 contains 43403 members 
Mstep: Class 19 contains 28423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155408.000000 Penalty: 31291.560547
Iteration 388Q: 15 clusters Score -9.415541e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 56106 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282564 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40999 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60741 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 302988 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24291 members 
Mstep: Class 18 contains 43402 members 
Mstep: Class 19 contains 28424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155384.000000 Penalty: 31291.560547
Iteration 389Q: 15 clusters Score -9.415538e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 56089 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282552 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 41000 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60748 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 302978 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24291 members 
Mstep: Class 18 contains 43402 members 
Mstep: Class 19 contains 28426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155424.000000 Penalty: 31291.560547
Iteration 390Q: 15 clusters Score -9.415542e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 56078 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282542 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40994 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60753 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 302974 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24290 members 
Mstep: Class 18 contains 43402 members 
Mstep: Class 19 contains 28429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155392.000000 Penalty: 31291.560547
Iteration 391Q: 15 clusters Score -9.415539e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 56068 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282540 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40997 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60753 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 302955 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24290 members 
Mstep: Class 18 contains 43406 members 
Mstep: Class 19 contains 28433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155496.000000 Penalty: 31291.560547
Iteration 392Q: 15 clusters Score -9.41555e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 56059 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282532 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 41002 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60758 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 302937 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24291 members 
Mstep: Class 18 contains 43407 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155416.000000 Penalty: 31291.560547
Iteration 393Q: 15 clusters Score -9.415542e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 56056 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282519 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 41005 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60759 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302929 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 24291 members 
Mstep: Class 18 contains 43405 members 
Mstep: Class 19 contains 28439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155440.000000 Penalty: 31291.560547
Iteration 394Q: 15 clusters Score -9.415544e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 56054 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282512 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 41002 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60760 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302917 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24294 members 
Mstep: Class 18 contains 43408 members 
Mstep: Class 19 contains 28439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155408.000000 Penalty: 31291.560547
Iteration 395Q: 15 clusters Score -9.415541e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 56053 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282495 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 41001 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60763 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302912 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 24296 members 
Mstep: Class 18 contains 43406 members 
Mstep: Class 19 contains 28440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155416.000000 Penalty: 31291.560547
Iteration 396Q: 15 clusters Score -9.415542e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 56051 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282485 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40996 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60767 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302911 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 24295 members 
Mstep: Class 18 contains 43405 members 
Mstep: Class 19 contains 28442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155368.000000 Penalty: 31291.560547
Iteration 397Q: 15 clusters Score -9.415537e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 56049 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282475 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40995 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60768 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302918 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 24295 members 
Mstep: Class 18 contains 43401 members 
Mstep: Class 19 contains 28442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155336.000000 Penalty: 31291.560547
Iteration 398Q: 15 clusters Score -9.415534e+07 nChanged 48
Entering ConstructFrom: 
Score: -94155336.000000 Penalty: 31291.560547
Entering ConstructFrom: 
Trying to split cluster 1 (85625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Entering Unmasked Estep 
Score: -8872957.000000 Penalty: 1845.631592
	Iteration 0F: 2 clusters Score -8872957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -8815703.000000 Penalty: 3691.263184
	Iteration 0F: 3 clusters Score -8815703 nChanged 40871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -8839127.000000 Penalty: 3691.263184
	Iteration 1F: 3 clusters Score -8839127 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -8839927.000000 Penalty: 3691.263184
	Iteration 2Q: 3 clusters Score -8839927 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -8840957.000000 Penalty: 3691.263184
	Iteration 3Q: 3 clusters Score -8840957 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -8842281.000000 Penalty: 3691.263184
	Iteration 4Q: 3 clusters Score -8842281 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -8844499.000000 Penalty: 3691.263184
	Iteration 5Q: 3 clusters Score -8844499 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -8847637.000000 Penalty: 3691.263184
	Iteration 6F: 3 clusters Score -8847637 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -8851786.000000 Penalty: 3691.263184
	Iteration 7F: 3 clusters Score -8851786 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -8856138.000000 Penalty: 3691.263184
	Iteration 8F: 3 clusters Score -8856138 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8859646.000000 Penalty: 3691.263184
	Iteration 9F: 3 clusters Score -8859646 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -8862095.000000 Penalty: 3691.263184
	Iteration 10Q: 3 clusters Score -8862095 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -8863552.000000 Penalty: 3691.263184
	Iteration 11Q: 3 clusters Score -8863552 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -8864370.000000 Penalty: 3691.263184
	Iteration 12Q: 3 clusters Score -8864370 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -8864897.000000 Penalty: 3691.263184
	Iteration 13Q: 3 clusters Score -8864897 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71191 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -8865364.000000 Penalty: 3691.263184
	Iteration 14Q: 3 clusters Score -8865364 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -8865801.000000 Penalty: 3691.263184
	Iteration 15Q: 3 clusters Score -8865801 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -8866286.000000 Penalty: 3691.263184
	Iteration 16Q: 3 clusters Score -8866286 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74506 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -8866669.000000 Penalty: 3691.263184
	Iteration 17Q: 3 clusters Score -8866669 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -8867116.000000 Penalty: 3691.263184
	Iteration 18Q: 3 clusters Score -8867116 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -8867566.000000 Penalty: 3691.263184
	Iteration 19Q: 3 clusters Score -8867566 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -8868033.000000 Penalty: 3691.263184
	Iteration 20F: 3 clusters Score -8868033 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -8868457.000000 Penalty: 3691.263184
	Iteration 21Q: 3 clusters Score -8868457 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -8868843.000000 Penalty: 3691.263184
	Iteration 22Q: 3 clusters Score -8868843 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -8869181.000000 Penalty: 3691.263184
	Iteration 23Q: 3 clusters Score -8869181 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -8869521.000000 Penalty: 3691.263184
	Iteration 24Q: 3 clusters Score -8869521 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -8869854.000000 Penalty: 3691.263184
	Iteration 25Q: 3 clusters Score -8869854 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -8870107.000000 Penalty: 3691.263184
	Iteration 26Q: 3 clusters Score -8870107 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8870310.000000 Penalty: 3691.263184
	Iteration 27Q: 3 clusters Score -8870310 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8870514.000000 Penalty: 3691.263184
	Iteration 28Q: 3 clusters Score -8870514 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8870683.000000 Penalty: 3691.263184
	Iteration 29Q: 3 clusters Score -8870683 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8870813.000000 Penalty: 3691.263184
	Iteration 30Q: 3 clusters Score -8870813 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8870942.000000 Penalty: 3691.263184
	Iteration 31Q: 3 clusters Score -8870942 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8871048.000000 Penalty: 3691.263184
	Iteration 32Q: 3 clusters Score -8871048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8871153.000000 Penalty: 3691.263184
	Iteration 33Q: 3 clusters Score -8871153 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8871221.000000 Penalty: 3691.263184
	Iteration 34Q: 3 clusters Score -8871221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8871253.000000 Penalty: 3691.263184
	Iteration 35Q: 3 clusters Score -8871253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8871300.000000 Penalty: 3691.263184
	Iteration 36Q: 3 clusters Score -8871300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8871314.000000 Penalty: 3691.263184
	Iteration 37Q: 3 clusters Score -8871314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8871328.000000 Penalty: 3691.263184
	Iteration 38Q: 3 clusters Score -8871328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8871354.000000 Penalty: 3691.263184
	Iteration 39Q: 3 clusters Score -8871354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8871364.000000 Penalty: 3691.263184
	Iteration 40F: 3 clusters Score -8871364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8871381.000000 Penalty: 3691.263184
	Iteration 41Q: 3 clusters Score -8871381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8871384.000000 Penalty: 3691.263184
	Iteration 42Q: 3 clusters Score -8871384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8871388.000000 Penalty: 3691.263184
	Iteration 43Q: 3 clusters Score -8871388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85034 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8871392.000000 Penalty: 3691.263184
	Iteration 44Q: 3 clusters Score -8871392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8871391.000000 Penalty: 3691.263184
	Iteration 45Q: 3 clusters Score -8871391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8871397.000000 Penalty: 3691.263184
	Iteration 46Q: 3 clusters Score -8871397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8871392.000000 Penalty: 3691.263184
	Iteration 47Q: 3 clusters Score -8871392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8871400.000000 Penalty: 3691.263184
	Iteration 48Q: 3 clusters Score -8871400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8871403.000000 Penalty: 3691.263184
	Iteration 49Q: 3 clusters Score -8871403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8871401.000000 Penalty: 3691.263184
	Iteration 50Q: 3 clusters Score -8871401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8871407.000000 Penalty: 3691.263184
	Iteration 51Q: 3 clusters Score -8871407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8871407.000000 Penalty: 3691.263184
	Iteration 52F: 3 clusters Score -8871407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Entering Unmasked Estep 
Score: -5547108.000000 Penalty: 1776.769165
	Iteration 0F: 2 clusters Score -5547108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -5509657.500000 Penalty: 3553.538330
	Iteration 0F: 3 clusters Score -5509658 nChanged 26409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -5524860.000000 Penalty: 3553.538330
	Iteration 1F: 3 clusters Score -5524860 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -5525722.000000 Penalty: 3553.538330
	Iteration 2Q: 3 clusters Score -5525722 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -5527041.500000 Penalty: 3553.538330
	Iteration 3F: 3 clusters Score -5527042 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -5529323.000000 Penalty: 3553.538330
	Iteration 4F: 3 clusters Score -5529323 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -5533175.500000 Penalty: 3553.538330
	Iteration 5F: 3 clusters Score -5533176 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -5538052.500000 Penalty: 3553.538330
	Iteration 6F: 3 clusters Score -5538052 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5542156.500000 Penalty: 3553.538330
	Iteration 7F: 3 clusters Score -5542156 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5544418.000000 Penalty: 3553.538330
	Iteration 8Q: 3 clusters Score -5544418 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5545221.500000 Penalty: 3553.538330
	Iteration 9Q: 3 clusters Score -5545222 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5545572.500000 Penalty: 3553.538330
	Iteration 10Q: 3 clusters Score -5545572 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5545769.500000 Penalty: 3553.538330
	Iteration 11Q: 3 clusters Score -5545770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5545913.500000 Penalty: 3553.538330
	Iteration 12Q: 3 clusters Score -5545914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5546030.000000 Penalty: 3553.538330
	Iteration 13Q: 3 clusters Score -5546030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5546132.000000 Penalty: 3553.538330
	Iteration 14Q: 3 clusters Score -5546132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5546213.500000 Penalty: 3553.538330
	Iteration 15Q: 3 clusters Score -5546214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5546257.000000 Penalty: 3553.538330
	Iteration 16Q: 3 clusters Score -5546257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5546264.000000 Penalty: 3553.538330
	Iteration 17Q: 3 clusters Score -5546264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5546280.000000 Penalty: 3553.538330
	Iteration 18Q: 3 clusters Score -5546280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5546288.500000 Penalty: 3553.538330
	Iteration 19Q: 3 clusters Score -5546288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5546303.500000 Penalty: 3553.538330
	Iteration 20F: 3 clusters Score -5546304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5546313.500000 Penalty: 3553.538330
	Iteration 21Q: 3 clusters Score -5546314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5546316.500000 Penalty: 3553.538330
	Iteration 22Q: 3 clusters Score -5546316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5546322.000000 Penalty: 3553.538330
	Iteration 23Q: 3 clusters Score -5546322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5546324.500000 Penalty: 3553.538330
	Iteration 24Q: 3 clusters Score -5546324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5546325.500000 Penalty: 3553.538330
	Iteration 25Q: 3 clusters Score -5546326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5546327.000000 Penalty: 3553.538330
	Iteration 26Q: 3 clusters Score -5546327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5546328.500000 Penalty: 3553.538330
	Iteration 27Q: 3 clusters Score -5546328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5546327.500000 Penalty: 3553.538330
	Iteration 28Q: 3 clusters Score -5546328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5546332.500000 Penalty: 3553.538330
	Iteration 29Q: 3 clusters Score -5546332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5546333.500000 Penalty: 3553.538330
	Iteration 30Q: 3 clusters Score -5546334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5546344.500000 Penalty: 3553.538330
	Iteration 31Q: 3 clusters Score -5546344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5546348.000000 Penalty: 3553.538330
	Iteration 32Q: 3 clusters Score -5546348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5546346.000000 Penalty: 3553.538330
	Iteration 33Q: 3 clusters Score -5546346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5546353.500000 Penalty: 3553.538330
	Iteration 34Q: 3 clusters Score -5546354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5546355.500000 Penalty: 3553.538330
	Iteration 35Q: 3 clusters Score -5546356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5546355.500000 Penalty: 3553.538330
	Iteration 36F: 3 clusters Score -5546356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -195482.468750 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -195482.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -193422.312500 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -193422.3 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -193903.968750 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -193904 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -194029.578125 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -194029.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -194118.703125 Penalty: 2471.104736
	Iteration 3F: 3 clusters Score -194118.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -194191.078125 Penalty: 2471.104736
	Iteration 4Q: 3 clusters Score -194191.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -194253.828125 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -194253.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -194307.281250 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -194307.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194344.781250 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -194344.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -194384.000000 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -194384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -194417.031250 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -194417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -194456.343750 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -194456.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -194486.781250 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -194486.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -194514.281250 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -194514.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -194539.828125 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -194539.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -194561.906250 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -194561.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -194583.921875 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -194583.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -194601.312500 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -194601.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -194614.593750 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -194614.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -194626.187500 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -194626.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -194633.187500 Penalty: 2471.104736
	Iteration 19Q: 3 clusters Score -194633.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -194644.125000 Penalty: 2471.104736
	Iteration 20F: 3 clusters Score -194644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -194648.281250 Penalty: 2471.104736
	Iteration 21Q: 3 clusters Score -194648.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -194656.875000 Penalty: 2471.104736
	Iteration 22Q: 3 clusters Score -194656.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -194662.187500 Penalty: 2471.104736
	Iteration 23Q: 3 clusters Score -194662.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -194667.109375 Penalty: 2471.104736
	Iteration 24Q: 3 clusters Score -194667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -194670.796875 Penalty: 2471.104736
	Iteration 25Q: 3 clusters Score -194670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -194676.453125 Penalty: 2471.104736
	Iteration 26Q: 3 clusters Score -194676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -194678.406250 Penalty: 2471.104736
	Iteration 27Q: 3 clusters Score -194678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -194681.296875 Penalty: 2471.104736
	Iteration 28Q: 3 clusters Score -194681.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -194683.781250 Penalty: 2471.104736
	Iteration 29Q: 3 clusters Score -194683.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -194683.828125 Penalty: 2471.104736
	Iteration 30Q: 3 clusters Score -194683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -194685.109375 Penalty: 2471.104736
	Iteration 31Q: 3 clusters Score -194685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -194687.750000 Penalty: 2471.104736
	Iteration 32Q: 3 clusters Score -194687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -194690.390625 Penalty: 2471.104736
	Iteration 33Q: 3 clusters Score -194690.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -194693.250000 Penalty: 2471.104736
	Iteration 34Q: 3 clusters Score -194693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -194693.625000 Penalty: 2471.104736
	Iteration 35Q: 3 clusters Score -194693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -194693.625000 Penalty: 2471.104736
	Iteration 36F: 3 clusters Score -194693.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (282481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282481 members 
Entering Unmasked Estep 
Score: -28719796.000000 Penalty: 2039.597046
	Iteration 0F: 2 clusters Score -2.87198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141475 members 
Mstep: Class 2 contains 141006 members 
Entering Unmasked Estep 
Score: -28534732.000000 Penalty: 4079.194092
	Iteration 0F: 3 clusters Score -2.853473e+07 nChanged 137691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150086 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -28618158.000000 Penalty: 4079.194092
	Iteration 1F: 3 clusters Score -2.861816e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155754 members 
Mstep: Class 2 contains 126727 members 
Entering Unmasked Estep 
Score: -28621238.000000 Penalty: 4079.194092
	Iteration 2Q: 3 clusters Score -2.862124e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164142 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -28626208.000000 Penalty: 4079.194092
	Iteration 3Q: 3 clusters Score -2.862621e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175817 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -28634092.000000 Penalty: 4079.194092
	Iteration 4F: 3 clusters Score -2.863409e+07 nChanged 18623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190810 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -28644612.000000 Penalty: 4079.194092
	Iteration 5F: 3 clusters Score -2.864461e+07 nChanged 20521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208693 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -28658140.000000 Penalty: 4079.194092
	Iteration 6F: 3 clusters Score -2.865814e+07 nChanged 20119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227572 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -28672384.000000 Penalty: 4079.194092
	Iteration 7F: 3 clusters Score -2.867238e+07 nChanged 18083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245365 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -28686478.000000 Penalty: 4079.194092
	Iteration 8F: 3 clusters Score -2.868648e+07 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260419 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -28699058.000000 Penalty: 4079.194092
	Iteration 9F: 3 clusters Score -2.869906e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271099 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -28708076.000000 Penalty: 4079.194092
	Iteration 10Q: 3 clusters Score -2.870808e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277354 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -28713338.000000 Penalty: 4079.194092
	Iteration 11Q: 3 clusters Score -2.871334e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280214 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -28715980.000000 Penalty: 4079.194092
	Iteration 12Q: 3 clusters Score -2.871598e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281356 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -28717056.000000 Penalty: 4079.194092
	Iteration 13Q: 3 clusters Score -2.871706e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281795 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -28717594.000000 Penalty: 4079.194092
	Iteration 14Q: 3 clusters Score -2.871759e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281983 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -28717818.000000 Penalty: 4079.194092
	Iteration 15Q: 3 clusters Score -2.871782e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282056 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -28717892.000000 Penalty: 4079.194092
	Iteration 16Q: 3 clusters Score -2.871789e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282087 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -28717960.000000 Penalty: 4079.194092
	Iteration 17Q: 3 clusters Score -2.871796e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282102 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28717960.000000 Penalty: 4079.194092
	Iteration 18Q: 3 clusters Score -2.871796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282108 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28717980.000000 Penalty: 4079.194092
	Iteration 19Q: 3 clusters Score -2.871798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282115 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28717996.000000 Penalty: 4079.194092
	Iteration 20F: 3 clusters Score -2.8718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282120 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28717980.000000 Penalty: 4079.194092
	Iteration 21Q: 3 clusters Score -2.871798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282128 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28717962.000000 Penalty: 4079.194092
	Iteration 22Q: 3 clusters Score -2.871796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282129 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28717990.000000 Penalty: 4079.194092
	Iteration 23Q: 3 clusters Score -2.871799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282135 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -28718010.000000 Penalty: 4079.194092
	Iteration 24Q: 3 clusters Score -2.871801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282142 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28718004.000000 Penalty: 4079.194092
	Iteration 25Q: 3 clusters Score -2.8718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282145 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28718020.000000 Penalty: 4079.194092
	Iteration 26Q: 3 clusters Score -2.871802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282148 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28718008.000000 Penalty: 4079.194092
	Iteration 27Q: 3 clusters Score -2.871801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282149 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -28718022.000000 Penalty: 4079.194092
	Iteration 28Q: 3 clusters Score -2.871802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282145 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28718034.000000 Penalty: 4079.194092
	Iteration 29Q: 3 clusters Score -2.871803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282145 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28718022.000000 Penalty: 4079.194092
	Iteration 30Q: 3 clusters Score -2.871802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282150 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28718028.000000 Penalty: 4079.194092
	Iteration 31Q: 3 clusters Score -2.871803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282150 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28718040.000000 Penalty: 4079.194092
	Iteration 32Q: 3 clusters Score -2.871804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282153 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28718052.000000 Penalty: 4079.194092
	Iteration 33Q: 3 clusters Score -2.871805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282157 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28718060.000000 Penalty: 4079.194092
	Iteration 34Q: 3 clusters Score -2.871806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282158 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28718066.000000 Penalty: 4079.194092
	Iteration 35Q: 3 clusters Score -2.871807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282159 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28718074.000000 Penalty: 4079.194092
	Iteration 36Q: 3 clusters Score -2.871807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282160 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28718074.000000 Penalty: 4079.194092
	Iteration 37Q: 3 clusters Score -2.871807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282159 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28718076.000000 Penalty: 4079.194092
	Iteration 38Q: 3 clusters Score -2.871808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282159 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28718076.000000 Penalty: 4079.194092
	Iteration 39F: 3 clusters Score -2.871808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -303721.250000 Penalty: 1293.949097
	Iteration 0F: 2 clusters Score -303721.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -301050.218750 Penalty: 2587.898193
	Iteration 0F: 3 clusters Score -301050.2 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -301613.781250 Penalty: 2587.898193
	Iteration 1F: 3 clusters Score -301613.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -301739.500000 Penalty: 2587.898193
	Iteration 2F: 3 clusters Score -301739.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -301811.093750 Penalty: 2587.898193
	Iteration 3F: 3 clusters Score -301811.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -301854.625000 Penalty: 2587.898193
	Iteration 4Q: 3 clusters Score -301854.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -301888.718750 Penalty: 2587.898193
	Iteration 5Q: 3 clusters Score -301888.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -301920.375000 Penalty: 2587.898193
	Iteration 6Q: 3 clusters Score -301920.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -301944.656250 Penalty: 2587.898193
	Iteration 7Q: 3 clusters Score -301944.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -301964.687500 Penalty: 2587.898193
	Iteration 8Q: 3 clusters Score -301964.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -301983.437500 Penalty: 2587.898193
	Iteration 9Q: 3 clusters Score -301983.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -302002.500000 Penalty: 2587.898193
	Iteration 10Q: 3 clusters Score -302002.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -302021.218750 Penalty: 2587.898193
	Iteration 11Q: 3 clusters Score -302021.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -302036.281250 Penalty: 2587.898193
	Iteration 12Q: 3 clusters Score -302036.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -302052.687500 Penalty: 2587.898193
	Iteration 13Q: 3 clusters Score -302052.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -302066.500000 Penalty: 2587.898193
	Iteration 14Q: 3 clusters Score -302066.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -302079.406250 Penalty: 2587.898193
	Iteration 15Q: 3 clusters Score -302079.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -302096.218750 Penalty: 2587.898193
	Iteration 16Q: 3 clusters Score -302096.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -302109.031250 Penalty: 2587.898193
	Iteration 17Q: 3 clusters Score -302109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -302124.593750 Penalty: 2587.898193
	Iteration 18Q: 3 clusters Score -302124.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -302137.468750 Penalty: 2587.898193
	Iteration 19Q: 3 clusters Score -302137.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -302147.218750 Penalty: 2587.898193
	Iteration 20F: 3 clusters Score -302147.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -302157.250000 Penalty: 2587.898193
	Iteration 21Q: 3 clusters Score -302157.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -302164.343750 Penalty: 2587.898193
	Iteration 22Q: 3 clusters Score -302164.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -302172.031250 Penalty: 2587.898193
	Iteration 23Q: 3 clusters Score -302172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -302182.531250 Penalty: 2587.898193
	Iteration 24Q: 3 clusters Score -302182.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -302199.875000 Penalty: 2587.898193
	Iteration 25Q: 3 clusters Score -302199.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -302221.406250 Penalty: 2587.898193
	Iteration 26Q: 3 clusters Score -302221.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -302234.062500 Penalty: 2587.898193
	Iteration 27Q: 3 clusters Score -302234.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -302245.218750 Penalty: 2587.898193
	Iteration 28Q: 3 clusters Score -302245.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -302256.531250 Penalty: 2587.898193
	Iteration 29Q: 3 clusters Score -302256.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -302275.156250 Penalty: 2587.898193
	Iteration 30Q: 3 clusters Score -302275.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -302298.156250 Penalty: 2587.898193
	Iteration 31Q: 3 clusters Score -302298.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -302320.812500 Penalty: 2587.898193
	Iteration 32Q: 3 clusters Score -302320.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -302346.406250 Penalty: 2587.898193
	Iteration 33Q: 3 clusters Score -302346.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -302362.468750 Penalty: 2587.898193
	Iteration 34Q: 3 clusters Score -302362.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -302376.406250 Penalty: 2587.898193
	Iteration 35Q: 3 clusters Score -302376.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -302390.625000 Penalty: 2587.898193
	Iteration 36Q: 3 clusters Score -302390.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -302410.625000 Penalty: 2587.898193
	Iteration 37Q: 3 clusters Score -302410.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -302429.343750 Penalty: 2587.898193
	Iteration 38Q: 3 clusters Score -302429.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -302446.781250 Penalty: 2587.898193
	Iteration 39Q: 3 clusters Score -302446.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -302460.875000 Penalty: 2587.898193
	Iteration 40F: 3 clusters Score -302460.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -302479.406250 Penalty: 2587.898193
	Iteration 41Q: 3 clusters Score -302479.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -302498.093750 Penalty: 2587.898193
	Iteration 42Q: 3 clusters Score -302498.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -302509.406250 Penalty: 2587.898193
	Iteration 43Q: 3 clusters Score -302509.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -302518.875000 Penalty: 2587.898193
	Iteration 44Q: 3 clusters Score -302518.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -302524.687500 Penalty: 2587.898193
	Iteration 45Q: 3 clusters Score -302524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -302529.031250 Penalty: 2587.898193
	Iteration 46Q: 3 clusters Score -302529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -302529.656250 Penalty: 2587.898193
	Iteration 47Q: 3 clusters Score -302529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -302529.656250 Penalty: 2587.898193
	Iteration 48F: 3 clusters Score -302529.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Entering Unmasked Estep 
Score: -4225305.000000 Penalty: 1725.945923
	Iteration 0F: 2 clusters Score -4225305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4197916.500000 Penalty: 3451.891846
	Iteration 0F: 3 clusters Score -4197916 nChanged 18976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4208518.000000 Penalty: 3451.891846
	Iteration 1F: 3 clusters Score -4208518 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4209011.000000 Penalty: 3451.891846
	Iteration 2Q: 3 clusters Score -4209011 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4209613.500000 Penalty: 3451.891846
	Iteration 3Q: 3 clusters Score -4209614 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4210373.000000 Penalty: 3451.891846
	Iteration 4Q: 3 clusters Score -4210373 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4211401.000000 Penalty: 3451.891846
	Iteration 5Q: 3 clusters Score -4211401 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4212809.500000 Penalty: 3451.891846
	Iteration 6F: 3 clusters Score -4212810 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4214561.000000 Penalty: 3451.891846
	Iteration 7F: 3 clusters Score -4214561 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4216510.500000 Penalty: 3451.891846
	Iteration 8F: 3 clusters Score -4216510 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -4218224.000000 Penalty: 3451.891846
	Iteration 9F: 3 clusters Score -4218224 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -4219667.500000 Penalty: 3451.891846
	Iteration 10Q: 3 clusters Score -4219668 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -4220624.500000 Penalty: 3451.891846
	Iteration 11Q: 3 clusters Score -4220624 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4221316.000000 Penalty: 3451.891846
	Iteration 12Q: 3 clusters Score -4221316 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4221824.500000 Penalty: 3451.891846
	Iteration 13Q: 3 clusters Score -4221824 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -4222217.000000 Penalty: 3451.891846
	Iteration 14Q: 3 clusters Score -4222217 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -4222477.500000 Penalty: 3451.891846
	Iteration 15Q: 3 clusters Score -4222478 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4222725.500000 Penalty: 3451.891846
	Iteration 16Q: 3 clusters Score -4222726 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4222953.000000 Penalty: 3451.891846
	Iteration 17Q: 3 clusters Score -4222953 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4223140.500000 Penalty: 3451.891846
	Iteration 18Q: 3 clusters Score -4223140 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4223270.000000 Penalty: 3451.891846
	Iteration 19Q: 3 clusters Score -4223270 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4223379.500000 Penalty: 3451.891846
	Iteration 20F: 3 clusters Score -4223380 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4223477.500000 Penalty: 3451.891846
	Iteration 21Q: 3 clusters Score -4223478 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4223536.000000 Penalty: 3451.891846
	Iteration 22Q: 3 clusters Score -4223536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4223588.000000 Penalty: 3451.891846
	Iteration 23Q: 3 clusters Score -4223588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4223636.500000 Penalty: 3451.891846
	Iteration 24Q: 3 clusters Score -4223636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4223657.500000 Penalty: 3451.891846
	Iteration 25Q: 3 clusters Score -4223658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4223687.500000 Penalty: 3451.891846
	Iteration 26Q: 3 clusters Score -4223688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4223709.500000 Penalty: 3451.891846
	Iteration 27Q: 3 clusters Score -4223710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4223727.500000 Penalty: 3451.891846
	Iteration 28Q: 3 clusters Score -4223728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4223753.000000 Penalty: 3451.891846
	Iteration 29Q: 3 clusters Score -4223753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4223764.000000 Penalty: 3451.891846
	Iteration 30Q: 3 clusters Score -4223764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4223781.500000 Penalty: 3451.891846
	Iteration 31Q: 3 clusters Score -4223782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4223780.500000 Penalty: 3451.891846
	Iteration 32Q: 3 clusters Score -4223780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4223787.000000 Penalty: 3451.891846
	Iteration 33Q: 3 clusters Score -4223787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4223788.500000 Penalty: 3451.891846
	Iteration 34Q: 3 clusters Score -4223788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4223788.500000 Penalty: 3451.891846
	Iteration 35Q: 3 clusters Score -4223788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4223790.000000 Penalty: 3451.891846
	Iteration 36Q: 3 clusters Score -4223790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4223793.000000 Penalty: 3451.891846
	Iteration 37Q: 3 clusters Score -4223793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4223800.000000 Penalty: 3451.891846
	Iteration 38Q: 3 clusters Score -4223800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4223807.000000 Penalty: 3451.891846
	Iteration 39Q: 3 clusters Score -4223807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4223804.500000 Penalty: 3451.891846
	Iteration 40F: 3 clusters Score -4223804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4223804.500000 Penalty: 3451.891846
	Iteration 41Q: 3 clusters Score -4223804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4223803.500000 Penalty: 3451.891846
	Iteration 42Q: 3 clusters Score -4223804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4223813.500000 Penalty: 3451.891846
	Iteration 43Q: 3 clusters Score -4223814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4223818.000000 Penalty: 3451.891846
	Iteration 44Q: 3 clusters Score -4223818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4223816.500000 Penalty: 3451.891846
	Iteration 45Q: 3 clusters Score -4223816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4223820.000000 Penalty: 3451.891846
	Iteration 46Q: 3 clusters Score -4223820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4223819.500000 Penalty: 3451.891846
	Iteration 47Q: 3 clusters Score -4223820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4223823.000000 Penalty: 3451.891846
	Iteration 48Q: 3 clusters Score -4223823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4223823.500000 Penalty: 3451.891846
	Iteration 49Q: 3 clusters Score -4223824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4223825.000000 Penalty: 3451.891846
	Iteration 50Q: 3 clusters Score -4223825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4223826.000000 Penalty: 3451.891846
	Iteration 51Q: 3 clusters Score -4223826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4223830.500000 Penalty: 3451.891846
	Iteration 52Q: 3 clusters Score -4223830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4223830.500000 Penalty: 3451.891846
	Iteration 53Q: 3 clusters Score -4223830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4223829.500000 Penalty: 3451.891846
	Iteration 54Q: 3 clusters Score -4223830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4223836.000000 Penalty: 3451.891846
	Iteration 55Q: 3 clusters Score -4223836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4223833.500000 Penalty: 3451.891846
	Iteration 56Q: 3 clusters Score -4223834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4223833.500000 Penalty: 3451.891846
	Iteration 57Q: 3 clusters Score -4223834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4223836.500000 Penalty: 3451.891846
	Iteration 58Q: 3 clusters Score -4223836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4223836.500000 Penalty: 3451.891846
	Iteration 59Q: 3 clusters Score -4223836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4223841.500000 Penalty: 3451.891846
	Iteration 60F: 3 clusters Score -4223842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4223843.500000 Penalty: 3451.891846
	Iteration 61Q: 3 clusters Score -4223844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4223841.500000 Penalty: 3451.891846
	Iteration 62Q: 3 clusters Score -4223842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4223841.500000 Penalty: 3451.891846
	Iteration 63F: 3 clusters Score -4223842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -497020.968750 Penalty: 1390.198364
	Iteration 0F: 2 clusters Score -497021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -492926.906250 Penalty: 2780.396729
	Iteration 0F: 3 clusters Score -492926.9 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -494235.093750 Penalty: 2780.396729
	Iteration 1F: 3 clusters Score -494235.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -494677.750000 Penalty: 2780.396729
	Iteration 2F: 3 clusters Score -494677.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -495046.031250 Penalty: 2780.396729
	Iteration 3F: 3 clusters Score -495046 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -495380.781250 Penalty: 2780.396729
	Iteration 4F: 3 clusters Score -495380.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -495742.468750 Penalty: 2780.396729
	Iteration 5F: 3 clusters Score -495742.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -496113.625000 Penalty: 2780.396729
	Iteration 6F: 3 clusters Score -496113.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -496414.250000 Penalty: 2780.396729
	Iteration 7F: 3 clusters Score -496414.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -496595.250000 Penalty: 2780.396729
	Iteration 8Q: 3 clusters Score -496595.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -496717.437500 Penalty: 2780.396729
	Iteration 9Q: 3 clusters Score -496717.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -496793.593750 Penalty: 2780.396729
	Iteration 10Q: 3 clusters Score -496793.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -496847.187500 Penalty: 2780.396729
	Iteration 11Q: 3 clusters Score -496847.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -496874.218750 Penalty: 2780.396729
	Iteration 12Q: 3 clusters Score -496874.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -496890.468750 Penalty: 2780.396729
	Iteration 13Q: 3 clusters Score -496890.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -496898.187500 Penalty: 2780.396729
	Iteration 14Q: 3 clusters Score -496898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -496901.968750 Penalty: 2780.396729
	Iteration 15Q: 3 clusters Score -496902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -496902.281250 Penalty: 2780.396729
	Iteration 16Q: 3 clusters Score -496902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -496909.156250 Penalty: 2780.396729
	Iteration 17Q: 3 clusters Score -496909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -496910.062500 Penalty: 2780.396729
	Iteration 18Q: 3 clusters Score -496910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -496912.875000 Penalty: 2780.396729
	Iteration 19Q: 3 clusters Score -496912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -496915.750000 Penalty: 2780.396729
	Iteration 20F: 3 clusters Score -496915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -496931.187500 Penalty: 2780.396729
	Iteration 21Q: 3 clusters Score -496931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -496933.500000 Penalty: 2780.396729
	Iteration 22Q: 3 clusters Score -496933.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -496936.343750 Penalty: 2780.396729
	Iteration 23Q: 3 clusters Score -496936.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -496939.687500 Penalty: 2780.396729
	Iteration 24Q: 3 clusters Score -496939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -496941.781250 Penalty: 2780.396729
	Iteration 25Q: 3 clusters Score -496941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -496941.625000 Penalty: 2780.396729
	Iteration 26Q: 3 clusters Score -496941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -496942.406250 Penalty: 2780.396729
	Iteration 27Q: 3 clusters Score -496942.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -496943.156250 Penalty: 2780.396729
	Iteration 28Q: 3 clusters Score -496943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -496942.812500 Penalty: 2780.396729
	Iteration 29Q: 3 clusters Score -496942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -496943.937500 Penalty: 2780.396729
	Iteration 30Q: 3 clusters Score -496943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -496943.937500 Penalty: 2780.396729
	Iteration 31F: 3 clusters Score -496943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Entering Unmasked Estep 
Score: -6283363.000000 Penalty: 1789.910767
	Iteration 0F: 2 clusters Score -6283363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -6243000.500000 Penalty: 3579.821533
	Iteration 0F: 3 clusters Score -6243000 nChanged 28620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -6259246.000000 Penalty: 3579.821533
	Iteration 1F: 3 clusters Score -6259246 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -6259962.500000 Penalty: 3579.821533
	Iteration 2Q: 3 clusters Score -6259962 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -6261016.000000 Penalty: 3579.821533
	Iteration 3Q: 3 clusters Score -6261016 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -6262387.000000 Penalty: 3579.821533
	Iteration 4Q: 3 clusters Score -6262387 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -6264360.000000 Penalty: 3579.821533
	Iteration 5F: 3 clusters Score -6264360 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -6266951.500000 Penalty: 3579.821533
	Iteration 6F: 3 clusters Score -6266952 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -6270097.000000 Penalty: 3579.821533
	Iteration 7F: 3 clusters Score -6270097 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -6273236.000000 Penalty: 3579.821533
	Iteration 8F: 3 clusters Score -6273236 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -6275064.000000 Penalty: 3579.821533
	Iteration 9F: 3 clusters Score -6275064 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -6275652.000000 Penalty: 3579.821533
	Iteration 10Q: 3 clusters Score -6275652 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -6275852.500000 Penalty: 3579.821533
	Iteration 11Q: 3 clusters Score -6275852 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -6275934.500000 Penalty: 3579.821533
	Iteration 12Q: 3 clusters Score -6275934 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -6276025.500000 Penalty: 3579.821533
	Iteration 13Q: 3 clusters Score -6276026 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -6276068.500000 Penalty: 3579.821533
	Iteration 14Q: 3 clusters Score -6276068 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -6276119.500000 Penalty: 3579.821533
	Iteration 15Q: 3 clusters Score -6276120 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -6276190.000000 Penalty: 3579.821533
	Iteration 16Q: 3 clusters Score -6276190 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -6276207.000000 Penalty: 3579.821533
	Iteration 17Q: 3 clusters Score -6276207 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -6276255.000000 Penalty: 3579.821533
	Iteration 18Q: 3 clusters Score -6276255 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -6276291.500000 Penalty: 3579.821533
	Iteration 19Q: 3 clusters Score -6276292 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -6276295.000000 Penalty: 3579.821533
	Iteration 20F: 3 clusters Score -6276295 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -6276324.000000 Penalty: 3579.821533
	Iteration 21Q: 3 clusters Score -6276324 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -6276368.500000 Penalty: 3579.821533
	Iteration 22Q: 3 clusters Score -6276368 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -6276374.500000 Penalty: 3579.821533
	Iteration 23Q: 3 clusters Score -6276374 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -6276394.000000 Penalty: 3579.821533
	Iteration 24Q: 3 clusters Score -6276394 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -6276420.000000 Penalty: 3579.821533
	Iteration 25Q: 3 clusters Score -6276420 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -6276422.000000 Penalty: 3579.821533
	Iteration 26Q: 3 clusters Score -6276422 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -6276435.500000 Penalty: 3579.821533
	Iteration 27Q: 3 clusters Score -6276436 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -6276475.000000 Penalty: 3579.821533
	Iteration 28Q: 3 clusters Score -6276475 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -6276492.500000 Penalty: 3579.821533
	Iteration 29Q: 3 clusters Score -6276492 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -6276511.500000 Penalty: 3579.821533
	Iteration 30Q: 3 clusters Score -6276512 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -6276546.500000 Penalty: 3579.821533
	Iteration 31Q: 3 clusters Score -6276546 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -6276532.500000 Penalty: 3579.821533
	Iteration 32Q: 3 clusters Score -6276532 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -6276581.000000 Penalty: 3579.821533
	Iteration 33Q: 3 clusters Score -6276581 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -6276587.000000 Penalty: 3579.821533
	Iteration 34Q: 3 clusters Score -6276587 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -6276628.000000 Penalty: 3579.821533
	Iteration 35Q: 3 clusters Score -6276628 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -6276637.500000 Penalty: 3579.821533
	Iteration 36Q: 3 clusters Score -6276638 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -6276673.500000 Penalty: 3579.821533
	Iteration 37Q: 3 clusters Score -6276674 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -6276719.500000 Penalty: 3579.821533
	Iteration 38Q: 3 clusters Score -6276720 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -6276726.500000 Penalty: 3579.821533
	Iteration 39Q: 3 clusters Score -6276726 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -6276728.000000 Penalty: 3579.821533
	Iteration 40F: 3 clusters Score -6276728 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -6276761.500000 Penalty: 3579.821533
	Iteration 41Q: 3 clusters Score -6276762 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -6276783.500000 Penalty: 3579.821533
	Iteration 42Q: 3 clusters Score -6276784 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -6276832.500000 Penalty: 3579.821533
	Iteration 43Q: 3 clusters Score -6276832 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -6276876.000000 Penalty: 3579.821533
	Iteration 44Q: 3 clusters Score -6276876 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -6276914.500000 Penalty: 3579.821533
	Iteration 45Q: 3 clusters Score -6276914 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -6276944.500000 Penalty: 3579.821533
	Iteration 46Q: 3 clusters Score -6276944 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -6276949.500000 Penalty: 3579.821533
	Iteration 47Q: 3 clusters Score -6276950 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -6276972.000000 Penalty: 3579.821533
	Iteration 48Q: 3 clusters Score -6276972 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -6277021.000000 Penalty: 3579.821533
	Iteration 49Q: 3 clusters Score -6277021 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -6277094.500000 Penalty: 3579.821533
	Iteration 50Q: 3 clusters Score -6277094 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -6277095.500000 Penalty: 3579.821533
	Iteration 51Q: 3 clusters Score -6277096 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -6277150.000000 Penalty: 3579.821533
	Iteration 52Q: 3 clusters Score -6277150 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -6277186.500000 Penalty: 3579.821533
	Iteration 53Q: 3 clusters Score -6277186 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6277226 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -6277295.500000 Penalty: 3579.821533
	Iteration 55Q: 3 clusters Score -6277296 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6277338 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6277425 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6277528 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -6277620.500000 Penalty: 3579.821533
	Iteration 59Q: 3 clusters Score -6277620 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6277705 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -6277814.000000 Penalty: 3579.821533
	Iteration 61Q: 3 clusters Score -6277814 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6277957 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6278076 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -6278158.000000 Penalty: 3579.821533
	Iteration 64Q: 3 clusters Score -6278158 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -6278267.000000 Penalty: 3579.821533
	Iteration 65Q: 3 clusters Score -6278267 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -6278354.000000 Penalty: 3579.821533
	Iteration 66Q: 3 clusters Score -6278354 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -6278475.000000 Penalty: 3579.821533
	Iteration 67Q: 3 clusters Score -6278475 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -6278610.000000 Penalty: 3579.821533
	Iteration 68Q: 3 clusters Score -6278610 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -6278701.500000 Penalty: 3579.821533
	Iteration 69Q: 3 clusters Score -6278702 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -6278840.500000 Penalty: 3579.821533
	Iteration 70Q: 3 clusters Score -6278840 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -6278928.000000 Penalty: 3579.821533
	Iteration 71Q: 3 clusters Score -6278928 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -6279121.500000 Penalty: 3579.821533
	Iteration 72Q: 3 clusters Score -6279122 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -6279294.000000 Penalty: 3579.821533
	Iteration 73Q: 3 clusters Score -6279294 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -6279496.500000 Penalty: 3579.821533
	Iteration 74Q: 3 clusters Score -6279496 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -6279627.000000 Penalty: 3579.821533
	Iteration 75Q: 3 clusters Score -6279627 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -6279798.000000 Penalty: 3579.821533
	Iteration 76Q: 3 clusters Score -6279798 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -6279920.000000 Penalty: 3579.821533
	Iteration 77Q: 3 clusters Score -6279920 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -6280081.000000 Penalty: 3579.821533
	Iteration 78Q: 3 clusters Score -6280081 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -6280310.000000 Penalty: 3579.821533
	Iteration 79Q: 3 clusters Score -6280310 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -6280454.500000 Penalty: 3579.821533
	Iteration 80F: 3 clusters Score -6280454 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -6280647.500000 Penalty: 3579.821533
	Iteration 81Q: 3 clusters Score -6280648 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6280787 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6280965 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6281082 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6281216 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6281319.500000 Penalty: 3579.821533
	Iteration 86Q: 3 clusters Score -6281320 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -6281430.500000 Penalty: 3579.821533
	Iteration 87Q: 3 clusters Score -6281430 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6281515.500000 Penalty: 3579.821533
	Iteration 88Q: 3 clusters Score -6281516 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6281581 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6281667.000000 Penalty: 3579.821533
	Iteration 90Q: 3 clusters Score -6281667 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6281747.500000 Penalty: 3579.821533
	Iteration 91Q: 3 clusters Score -6281748 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6281821.000000 Penalty: 3579.821533
	Iteration 92Q: 3 clusters Score -6281821 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6281855.500000 Penalty: 3579.821533
	Iteration 93Q: 3 clusters Score -6281856 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6281894.500000 Penalty: 3579.821533
	Iteration 94Q: 3 clusters Score -6281894 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6281926.000000 Penalty: 3579.821533
	Iteration 95Q: 3 clusters Score -6281926 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6281953.500000 Penalty: 3579.821533
	Iteration 96Q: 3 clusters Score -6281954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6281956.000000 Penalty: 3579.821533
	Iteration 97Q: 3 clusters Score -6281956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6281980.000000 Penalty: 3579.821533
	Iteration 98Q: 3 clusters Score -6281980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6281992.500000 Penalty: 3579.821533
	Iteration 99Q: 3 clusters Score -6281992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6281988.000000 Penalty: 3579.821533
	Iteration 100F: 3 clusters Score -6281988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6281988.500000 Penalty: 3579.821533
	Iteration 101Q: 3 clusters Score -6281988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6282007.000000 Penalty: 3579.821533
	Iteration 102Q: 3 clusters Score -6282007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6282020.000000 Penalty: 3579.821533
	Iteration 103Q: 3 clusters Score -6282020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6282019.000000 Penalty: 3579.821533
	Iteration 104Q: 3 clusters Score -6282019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6282039.500000 Penalty: 3579.821533
	Iteration 105Q: 3 clusters Score -6282040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6282034.500000 Penalty: 3579.821533
	Iteration 106Q: 3 clusters Score -6282034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6282039.000000 Penalty: 3579.821533
	Iteration 107Q: 3 clusters Score -6282039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6282047.000000 Penalty: 3579.821533
	Iteration 108Q: 3 clusters Score -6282047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6282063.000000 Penalty: 3579.821533
	Iteration 109Q: 3 clusters Score -6282063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6282065.000000 Penalty: 3579.821533
	Iteration 110Q: 3 clusters Score -6282065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6282066.000000 Penalty: 3579.821533
	Iteration 111Q: 3 clusters Score -6282066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6282073.000000 Penalty: 3579.821533
	Iteration 112Q: 3 clusters Score -6282073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6282075.500000 Penalty: 3579.821533
	Iteration 113Q: 3 clusters Score -6282076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6282080.000000 Penalty: 3579.821533
	Iteration 114Q: 3 clusters Score -6282080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6282087.000000 Penalty: 3579.821533
	Iteration 115Q: 3 clusters Score -6282087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6282081.000000 Penalty: 3579.821533
	Iteration 116Q: 3 clusters Score -6282081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6282093.500000 Penalty: 3579.821533
	Iteration 117Q: 3 clusters Score -6282094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6282096.500000 Penalty: 3579.821533
	Iteration 118Q: 3 clusters Score -6282096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6282103.000000 Penalty: 3579.821533
	Iteration 119Q: 3 clusters Score -6282103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6282104.500000 Penalty: 3579.821533
	Iteration 120F: 3 clusters Score -6282104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6282110.500000 Penalty: 3579.821533
	Iteration 121Q: 3 clusters Score -6282110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6282112.000000 Penalty: 3579.821533
	Iteration 122Q: 3 clusters Score -6282112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6282103.500000 Penalty: 3579.821533
	Iteration 123Q: 3 clusters Score -6282104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6282111.500000 Penalty: 3579.821533
	Iteration 124Q: 3 clusters Score -6282112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6282109.500000 Penalty: 3579.821533
	Iteration 125Q: 3 clusters Score -6282110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6282112.500000 Penalty: 3579.821533
	Iteration 126Q: 3 clusters Score -6282112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6282111.000000 Penalty: 3579.821533
	Iteration 127Q: 3 clusters Score -6282111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6282113.000000 Penalty: 3579.821533
	Iteration 128Q: 3 clusters Score -6282113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6282113.500000 Penalty: 3579.821533
	Iteration 129Q: 3 clusters Score -6282114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6282115.500000 Penalty: 3579.821533
	Iteration 130Q: 3 clusters Score -6282116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6282117.000000 Penalty: 3579.821533
	Iteration 131Q: 3 clusters Score -6282117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6282119.000000 Penalty: 3579.821533
	Iteration 132Q: 3 clusters Score -6282119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6282121.500000 Penalty: 3579.821533
	Iteration 133Q: 3 clusters Score -6282122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6282124.000000 Penalty: 3579.821533
	Iteration 134Q: 3 clusters Score -6282124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6282126.000000 Penalty: 3579.821533
	Iteration 135Q: 3 clusters Score -6282126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6282128.000000 Penalty: 3579.821533
	Iteration 136Q: 3 clusters Score -6282128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6282127.500000 Penalty: 3579.821533
	Iteration 137Q: 3 clusters Score -6282128 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6282127.500000 Penalty: 3579.821533
	Iteration 138F: 3 clusters Score -6282128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -277259.125000 Penalty: 1284.454468
	Iteration 0F: 2 clusters Score -277259.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -274718.593750 Penalty: 2568.908936
	Iteration 0F: 3 clusters Score -274718.6 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -275297.343750 Penalty: 2568.908936
	Iteration 1F: 3 clusters Score -275297.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -275435.375000 Penalty: 2568.908936
	Iteration 2F: 3 clusters Score -275435.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -275538.468750 Penalty: 2568.908936
	Iteration 3F: 3 clusters Score -275538.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -275591.937500 Penalty: 2568.908936
	Iteration 4Q: 3 clusters Score -275591.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -275627.156250 Penalty: 2568.908936
	Iteration 5Q: 3 clusters Score -275627.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -275657.437500 Penalty: 2568.908936
	Iteration 6Q: 3 clusters Score -275657.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -275685.437500 Penalty: 2568.908936
	Iteration 7Q: 3 clusters Score -275685.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -275707.031250 Penalty: 2568.908936
	Iteration 8Q: 3 clusters Score -275707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -275717.062500 Penalty: 2568.908936
	Iteration 9Q: 3 clusters Score -275717.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -275728.281250 Penalty: 2568.908936
	Iteration 10Q: 3 clusters Score -275728.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -275738.531250 Penalty: 2568.908936
	Iteration 11Q: 3 clusters Score -275738.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -275749.187500 Penalty: 2568.908936
	Iteration 12Q: 3 clusters Score -275749.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -275760.312500 Penalty: 2568.908936
	Iteration 13Q: 3 clusters Score -275760.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -275770.812500 Penalty: 2568.908936
	Iteration 14Q: 3 clusters Score -275770.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -275781.187500 Penalty: 2568.908936
	Iteration 15Q: 3 clusters Score -275781.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -275792.312500 Penalty: 2568.908936
	Iteration 16Q: 3 clusters Score -275792.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -275804.218750 Penalty: 2568.908936
	Iteration 17Q: 3 clusters Score -275804.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -275817.531250 Penalty: 2568.908936
	Iteration 18Q: 3 clusters Score -275817.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -275830.906250 Penalty: 2568.908936
	Iteration 19Q: 3 clusters Score -275830.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -275851.781250 Penalty: 2568.908936
	Iteration 20F: 3 clusters Score -275851.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -275868.500000 Penalty: 2568.908936
	Iteration 21Q: 3 clusters Score -275868.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -275890.750000 Penalty: 2568.908936
	Iteration 22Q: 3 clusters Score -275890.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -275914.968750 Penalty: 2568.908936
	Iteration 23Q: 3 clusters Score -275915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -275937.406250 Penalty: 2568.908936
	Iteration 24Q: 3 clusters Score -275937.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -275959.906250 Penalty: 2568.908936
	Iteration 25Q: 3 clusters Score -275959.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -275978.843750 Penalty: 2568.908936
	Iteration 26Q: 3 clusters Score -275978.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -275999.406250 Penalty: 2568.908936
	Iteration 27Q: 3 clusters Score -275999.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -276023.093750 Penalty: 2568.908936
	Iteration 28Q: 3 clusters Score -276023.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -276047.312500 Penalty: 2568.908936
	Iteration 29Q: 3 clusters Score -276047.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -276065.156250 Penalty: 2568.908936
	Iteration 30Q: 3 clusters Score -276065.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -276087.875000 Penalty: 2568.908936
	Iteration 31Q: 3 clusters Score -276087.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -276105.937500 Penalty: 2568.908936
	Iteration 32Q: 3 clusters Score -276105.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -276123.781250 Penalty: 2568.908936
	Iteration 33Q: 3 clusters Score -276123.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -276136.812500 Penalty: 2568.908936
	Iteration 34Q: 3 clusters Score -276136.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -276144.218750 Penalty: 2568.908936
	Iteration 35Q: 3 clusters Score -276144.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -276149.843750 Penalty: 2568.908936
	Iteration 36Q: 3 clusters Score -276149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -276153.656250 Penalty: 2568.908936
	Iteration 37Q: 3 clusters Score -276153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -276157.000000 Penalty: 2568.908936
	Iteration 38Q: 3 clusters Score -276157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -276159.843750 Penalty: 2568.908936
	Iteration 39Q: 3 clusters Score -276159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -276161.187500 Penalty: 2568.908936
	Iteration 40F: 3 clusters Score -276161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -276161.750000 Penalty: 2568.908936
	Iteration 41Q: 3 clusters Score -276161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -276161.812500 Penalty: 2568.908936
	Iteration 42Q: 3 clusters Score -276161.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -276161.812500 Penalty: 2568.908936
	Iteration 43F: 3 clusters Score -276161.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (302910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302910 members 
Entering Unmasked Estep 
Score: -30738798.000000 Penalty: 2050.943604
	Iteration 0F: 2 clusters Score -3.07388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151620 members 
Mstep: Class 2 contains 151290 members 
Entering Unmasked Estep 
Score: -30543776.000000 Penalty: 4101.887207
	Iteration 0F: 3 clusters Score -3.054378e+07 nChanged 147580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 148026 members 
Entering Unmasked Estep 
Score: -30632192.000000 Penalty: 4101.887207
	Iteration 1F: 3 clusters Score -3.063219e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157423 members 
Mstep: Class 2 contains 145487 members 
Entering Unmasked Estep 
Score: -30633880.000000 Penalty: 4101.887207
	Iteration 2Q: 3 clusters Score -3.063388e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161433 members 
Mstep: Class 2 contains 141477 members 
Entering Unmasked Estep 
Score: -30636156.000000 Penalty: 4101.887207
	Iteration 3Q: 3 clusters Score -3.063616e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167580 members 
Mstep: Class 2 contains 135330 members 
Entering Unmasked Estep 
Score: -30639376.000000 Penalty: 4101.887207
	Iteration 4Q: 3 clusters Score -3.063938e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176530 members 
Mstep: Class 2 contains 126380 members 
Entering Unmasked Estep 
Score: -30644464.000000 Penalty: 4101.887207
	Iteration 5Q: 3 clusters Score -3.064446e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188539 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -30652044.000000 Penalty: 4101.887207
	Iteration 6F: 3 clusters Score -3.065204e+07 nChanged 18073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202978 members 
Mstep: Class 2 contains 99932 members 
Entering Unmasked Estep 
Score: -30661600.000000 Penalty: 4101.887207
	Iteration 7F: 3 clusters Score -3.06616e+07 nChanged 18922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217620 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -30673270.000000 Penalty: 4101.887207
	Iteration 8F: 3 clusters Score -3.067327e+07 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230291 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -30684836.000000 Penalty: 4101.887207
	Iteration 9F: 3 clusters Score -3.068484e+07 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239100 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -30694726.000000 Penalty: 4101.887207
	Iteration 10Q: 3 clusters Score -3.069473e+07 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244513 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -30700854.000000 Penalty: 4101.887207
	Iteration 11Q: 3 clusters Score -3.070085e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248133 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -30703490.000000 Penalty: 4101.887207
	Iteration 12Q: 3 clusters Score -3.070349e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251335 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -30704884.000000 Penalty: 4101.887207
	Iteration 13Q: 3 clusters Score -3.070488e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254583 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -30706098.000000 Penalty: 4101.887207
	Iteration 14Q: 3 clusters Score -3.07061e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257838 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -30707334.000000 Penalty: 4101.887207
	Iteration 15Q: 3 clusters Score -3.070733e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261082 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -30708486.000000 Penalty: 4101.887207
	Iteration 16Q: 3 clusters Score -3.070849e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264218 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -30709836.000000 Penalty: 4101.887207
	Iteration 17Q: 3 clusters Score -3.070984e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267347 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -30711290.000000 Penalty: 4101.887207
	Iteration 18Q: 3 clusters Score -3.071129e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270427 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -30712922.000000 Penalty: 4101.887207
	Iteration 19Q: 3 clusters Score -3.071292e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273522 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -30714472.000000 Penalty: 4101.887207
	Iteration 20F: 3 clusters Score -3.071447e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276602 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -30716336.000000 Penalty: 4101.887207
	Iteration 21Q: 3 clusters Score -3.071634e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279538 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -30718472.000000 Penalty: 4101.887207
	Iteration 22Q: 3 clusters Score -3.071847e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282505 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -30720784.000000 Penalty: 4101.887207
	Iteration 23Q: 3 clusters Score -3.072078e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285274 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -30722686.000000 Penalty: 4101.887207
	Iteration 24Q: 3 clusters Score -3.072269e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287959 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -30724542.000000 Penalty: 4101.887207
	Iteration 25Q: 3 clusters Score -3.072454e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290491 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -30726350.000000 Penalty: 4101.887207
	Iteration 26Q: 3 clusters Score -3.072635e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292765 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -30727756.000000 Penalty: 4101.887207
	Iteration 27Q: 3 clusters Score -3.072776e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294791 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -30729658.000000 Penalty: 4101.887207
	Iteration 28Q: 3 clusters Score -3.072966e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296536 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -30731390.000000 Penalty: 4101.887207
	Iteration 29Q: 3 clusters Score -3.073139e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298067 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -30732904.000000 Penalty: 4101.887207
	Iteration 30Q: 3 clusters Score -3.07329e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299352 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -30734156.000000 Penalty: 4101.887207
	Iteration 31Q: 3 clusters Score -3.073416e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300339 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -30735126.000000 Penalty: 4101.887207
	Iteration 32Q: 3 clusters Score -3.073513e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301058 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -30735958.000000 Penalty: 4101.887207
	Iteration 33Q: 3 clusters Score -3.073596e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301509 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -30736300.000000 Penalty: 4101.887207
	Iteration 34Q: 3 clusters Score -3.07363e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301789 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -30736584.000000 Penalty: 4101.887207
	Iteration 35Q: 3 clusters Score -3.073658e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301952 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -30736692.000000 Penalty: 4101.887207
	Iteration 36Q: 3 clusters Score -3.073669e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302071 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -30736808.000000 Penalty: 4101.887207
	Iteration 37Q: 3 clusters Score -3.073681e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302145 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -30736886.000000 Penalty: 4101.887207
	Iteration 38Q: 3 clusters Score -3.073689e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302196 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -30736986.000000 Penalty: 4101.887207
	Iteration 39Q: 3 clusters Score -3.073699e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302230 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -30737028.000000 Penalty: 4101.887207
	Iteration 40F: 3 clusters Score -3.073703e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302259 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -30737098.000000 Penalty: 4101.887207
	Iteration 41Q: 3 clusters Score -3.07371e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302267 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -30737100.000000 Penalty: 4101.887207
	Iteration 42Q: 3 clusters Score -3.07371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302277 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -30737128.000000 Penalty: 4101.887207
	Iteration 43Q: 3 clusters Score -3.073713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302291 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -30737150.000000 Penalty: 4101.887207
	Iteration 44Q: 3 clusters Score -3.073715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302306 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -30737176.000000 Penalty: 4101.887207
	Iteration 45Q: 3 clusters Score -3.073718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302314 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -30737216.000000 Penalty: 4101.887207
	Iteration 46Q: 3 clusters Score -3.073722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302326 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -30737250.000000 Penalty: 4101.887207
	Iteration 47Q: 3 clusters Score -3.073725e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302334 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -30737228.000000 Penalty: 4101.887207
	Iteration 48Q: 3 clusters Score -3.073723e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302339 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -30737238.000000 Penalty: 4101.887207
	Iteration 49Q: 3 clusters Score -3.073724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302346 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -30737258.000000 Penalty: 4101.887207
	Iteration 50Q: 3 clusters Score -3.073726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302358 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -30737238.000000 Penalty: 4101.887207
	Iteration 51Q: 3 clusters Score -3.073724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302362 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -30737266.000000 Penalty: 4101.887207
	Iteration 52Q: 3 clusters Score -3.073727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302363 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -30737268.000000 Penalty: 4101.887207
	Iteration 53Q: 3 clusters Score -3.073727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302366 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -30737254.000000 Penalty: 4101.887207
	Iteration 54Q: 3 clusters Score -3.073725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302370 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -30737278.000000 Penalty: 4101.887207
	Iteration 55Q: 3 clusters Score -3.073728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302373 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -30737270.000000 Penalty: 4101.887207
	Iteration 56Q: 3 clusters Score -3.073727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302375 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -30737278.000000 Penalty: 4101.887207
	Iteration 57Q: 3 clusters Score -3.073728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302378 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -30737280.000000 Penalty: 4101.887207
	Iteration 58Q: 3 clusters Score -3.073728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302381 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -30737266.000000 Penalty: 4101.887207
	Iteration 59Q: 3 clusters Score -3.073727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302380 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -30737278.000000 Penalty: 4101.887207
	Iteration 60F: 3 clusters Score -3.073728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302382 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -30737288.000000 Penalty: 4101.887207
	Iteration 61Q: 3 clusters Score -3.073729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302383 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -30737318.000000 Penalty: 4101.887207
	Iteration 62Q: 3 clusters Score -3.073732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302379 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -30737314.000000 Penalty: 4101.887207
	Iteration 63Q: 3 clusters Score -3.073731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302379 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -30737310.000000 Penalty: 4101.887207
	Iteration 64Q: 3 clusters Score -3.073731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302378 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -30737298.000000 Penalty: 4101.887207
	Iteration 65Q: 3 clusters Score -3.07373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302380 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -30737300.000000 Penalty: 4101.887207
	Iteration 66Q: 3 clusters Score -3.07373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302380 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -30737300.000000 Penalty: 4101.887207
	Iteration 67Q: 3 clusters Score -3.07373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302380 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -30737300.000000 Penalty: 4101.887207
	Iteration 68Q: 3 clusters Score -3.07373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302376 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -30737314.000000 Penalty: 4101.887207
	Iteration 69Q: 3 clusters Score -3.073731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302372 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -30737314.000000 Penalty: 4101.887207
	Iteration 70Q: 3 clusters Score -3.073731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302368 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -30737346.000000 Penalty: 4101.887207
	Iteration 71Q: 3 clusters Score -3.073735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302365 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -30737318.000000 Penalty: 4101.887207
	Iteration 72Q: 3 clusters Score -3.073732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302361 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -30737334.000000 Penalty: 4101.887207
	Iteration 73Q: 3 clusters Score -3.073733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302362 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -30737342.000000 Penalty: 4101.887207
	Iteration 74Q: 3 clusters Score -3.073734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302359 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -30737372.000000 Penalty: 4101.887207
	Iteration 75Q: 3 clusters Score -3.073737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302351 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -30737388.000000 Penalty: 4101.887207
	Iteration 76Q: 3 clusters Score -3.073739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302348 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -30737406.000000 Penalty: 4101.887207
	Iteration 77Q: 3 clusters Score -3.073741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302350 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -30737428.000000 Penalty: 4101.887207
	Iteration 78Q: 3 clusters Score -3.073743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302354 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -30737446.000000 Penalty: 4101.887207
	Iteration 79Q: 3 clusters Score -3.073745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302350 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -30737444.000000 Penalty: 4101.887207
	Iteration 80F: 3 clusters Score -3.073744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302345 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -30737438.000000 Penalty: 4101.887207
	Iteration 81Q: 3 clusters Score -3.073744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302342 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -30737454.000000 Penalty: 4101.887207
	Iteration 82Q: 3 clusters Score -3.073745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302332 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -30737476.000000 Penalty: 4101.887207
	Iteration 83Q: 3 clusters Score -3.073748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302324 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -30737470.000000 Penalty: 4101.887207
	Iteration 84Q: 3 clusters Score -3.073747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302315 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -30737474.000000 Penalty: 4101.887207
	Iteration 85Q: 3 clusters Score -3.073747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302311 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -30737486.000000 Penalty: 4101.887207
	Iteration 86Q: 3 clusters Score -3.073749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302307 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -30737472.000000 Penalty: 4101.887207
	Iteration 87Q: 3 clusters Score -3.073747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302309 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -30737494.000000 Penalty: 4101.887207
	Iteration 88Q: 3 clusters Score -3.073749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302308 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -30737508.000000 Penalty: 4101.887207
	Iteration 89Q: 3 clusters Score -3.073751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302302 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -30737506.000000 Penalty: 4101.887207
	Iteration 90Q: 3 clusters Score -3.073751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302299 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -30737506.000000 Penalty: 4101.887207
	Iteration 91Q: 3 clusters Score -3.073751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302296 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -30737508.000000 Penalty: 4101.887207
	Iteration 92Q: 3 clusters Score -3.073751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302297 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -30737500.000000 Penalty: 4101.887207
	Iteration 93Q: 3 clusters Score -3.07375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302298 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -30737514.000000 Penalty: 4101.887207
	Iteration 94Q: 3 clusters Score -3.073751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302300 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -30737532.000000 Penalty: 4101.887207
	Iteration 95Q: 3 clusters Score -3.073753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302299 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -30737522.000000 Penalty: 4101.887207
	Iteration 96Q: 3 clusters Score -3.073752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302301 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -30737526.000000 Penalty: 4101.887207
	Iteration 97Q: 3 clusters Score -3.073753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302304 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -30737536.000000 Penalty: 4101.887207
	Iteration 98Q: 3 clusters Score -3.073754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302304 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -30737538.000000 Penalty: 4101.887207
	Iteration 99Q: 3 clusters Score -3.073754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302304 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -30737536.000000 Penalty: 4101.887207
	Iteration 100F: 3 clusters Score -3.073754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -293178.406250 Penalty: 1305.680176
	Iteration 0F: 2 clusters Score -293178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -290493.812500 Penalty: 2611.360352
	Iteration 0F: 3 clusters Score -290493.8 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -291277.562500 Penalty: 2611.360352
	Iteration 1F: 3 clusters Score -291277.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -291536.187500 Penalty: 2611.360352
	Iteration 2F: 3 clusters Score -291536.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -291735.093750 Penalty: 2611.360352
	Iteration 3F: 3 clusters Score -291735.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -291856.125000 Penalty: 2611.360352
	Iteration 4F: 3 clusters Score -291856.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -291967.312500 Penalty: 2611.360352
	Iteration 5Q: 3 clusters Score -291967.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -292126.406250 Penalty: 2611.360352
	Iteration 6Q: 3 clusters Score -292126.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -292288.875000 Penalty: 2611.360352
	Iteration 7Q: 3 clusters Score -292288.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -292435.906250 Penalty: 2611.360352
	Iteration 8Q: 3 clusters Score -292435.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292601.906250 Penalty: 2611.360352
	Iteration 9Q: 3 clusters Score -292601.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -292736.375000 Penalty: 2611.360352
	Iteration 10Q: 3 clusters Score -292736.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -292827.375000 Penalty: 2611.360352
	Iteration 11Q: 3 clusters Score -292827.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -292884.218750 Penalty: 2611.360352
	Iteration 12Q: 3 clusters Score -292884.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -292907.531250 Penalty: 2611.360352
	Iteration 13Q: 3 clusters Score -292907.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -292925.187500 Penalty: 2611.360352
	Iteration 14Q: 3 clusters Score -292925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -292941.437500 Penalty: 2611.360352
	Iteration 15Q: 3 clusters Score -292941.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -292955.937500 Penalty: 2611.360352
	Iteration 16Q: 3 clusters Score -292955.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -292965.093750 Penalty: 2611.360352
	Iteration 17Q: 3 clusters Score -292965.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -292971.437500 Penalty: 2611.360352
	Iteration 18Q: 3 clusters Score -292971.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -292983.937500 Penalty: 2611.360352
	Iteration 19Q: 3 clusters Score -292983.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -292992.156250 Penalty: 2611.360352
	Iteration 20F: 3 clusters Score -292992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -292999.312500 Penalty: 2611.360352
	Iteration 21Q: 3 clusters Score -292999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -293006.718750 Penalty: 2611.360352
	Iteration 22Q: 3 clusters Score -293006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -293016.593750 Penalty: 2611.360352
	Iteration 23Q: 3 clusters Score -293016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -293019.968750 Penalty: 2611.360352
	Iteration 24Q: 3 clusters Score -293020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -293020.343750 Penalty: 2611.360352
	Iteration 25Q: 3 clusters Score -293020.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -293021.781250 Penalty: 2611.360352
	Iteration 26Q: 3 clusters Score -293021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -293023.562500 Penalty: 2611.360352
	Iteration 27Q: 3 clusters Score -293023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -293023.718750 Penalty: 2611.360352
	Iteration 28Q: 3 clusters Score -293023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -293023.718750 Penalty: 2611.360352
	Iteration 29F: 3 clusters Score -293023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Entering Unmasked Estep 
Score: -2508745.500000 Penalty: 1640.909180
	Iteration 0F: 2 clusters Score -2508746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2492264.500000 Penalty: 3281.818359
	Iteration 0F: 3 clusters Score -2492264 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2498255.250000 Penalty: 3281.818359
	Iteration 1F: 3 clusters Score -2498255 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2498547.750000 Penalty: 3281.818359
	Iteration 2Q: 3 clusters Score -2498548 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2498801.000000 Penalty: 3281.818359
	Iteration 3Q: 3 clusters Score -2498801 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2499079.500000 Penalty: 3281.818359
	Iteration 4Q: 3 clusters Score -2499080 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2499384.500000 Penalty: 3281.818359
	Iteration 5Q: 3 clusters Score -2499384 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2499812.750000 Penalty: 3281.818359
	Iteration 6Q: 3 clusters Score -2499813 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2500407.750000 Penalty: 3281.818359
	Iteration 7Q: 3 clusters Score -2500408 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2501276.500000 Penalty: 3281.818359
	Iteration 8F: 3 clusters Score -2501276 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2502443.750000 Penalty: 3281.818359
	Iteration 9F: 3 clusters Score -2502444 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2503863.500000 Penalty: 3281.818359
	Iteration 10F: 3 clusters Score -2503864 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2505247.750000 Penalty: 3281.818359
	Iteration 11F: 3 clusters Score -2505248 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2506231.500000 Penalty: 3281.818359
	Iteration 12Q: 3 clusters Score -2506232 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2506751.750000 Penalty: 3281.818359
	Iteration 13Q: 3 clusters Score -2506752 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2507003.000000 Penalty: 3281.818359
	Iteration 14Q: 3 clusters Score -2507003 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2507125.750000 Penalty: 3281.818359
	Iteration 15Q: 3 clusters Score -2507126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2507194.000000 Penalty: 3281.818359
	Iteration 16Q: 3 clusters Score -2507194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2507232.250000 Penalty: 3281.818359
	Iteration 17Q: 3 clusters Score -2507232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2507266.000000 Penalty: 3281.818359
	Iteration 18Q: 3 clusters Score -2507266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2507280.250000 Penalty: 3281.818359
	Iteration 19Q: 3 clusters Score -2507280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2507289.000000 Penalty: 3281.818359
	Iteration 20F: 3 clusters Score -2507289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2507294.250000 Penalty: 3281.818359
	Iteration 21Q: 3 clusters Score -2507294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2507300.250000 Penalty: 3281.818359
	Iteration 22Q: 3 clusters Score -2507300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2507298.500000 Penalty: 3281.818359
	Iteration 23Q: 3 clusters Score -2507298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2507302.000000 Penalty: 3281.818359
	Iteration 24Q: 3 clusters Score -2507302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2507302.000000 Penalty: 3281.818359
	Iteration 25Q: 3 clusters Score -2507302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2507302.000000 Penalty: 3281.818359
	Iteration 26F: 3 clusters Score -2507302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Entering Unmasked Estep 
Score: -4486855.500000 Penalty: 1735.198608
	Iteration 0F: 2 clusters Score -4486856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -4457649.000000 Penalty: 3470.397217
	Iteration 0F: 3 clusters Score -4457649 nChanged 20371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4469036.500000 Penalty: 3470.397217
	Iteration 1F: 3 clusters Score -4469036 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4469573.000000 Penalty: 3470.397217
	Iteration 2Q: 3 clusters Score -4469573 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -4470207.500000 Penalty: 3470.397217
	Iteration 3Q: 3 clusters Score -4470208 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4470979.500000 Penalty: 3470.397217
	Iteration 4Q: 3 clusters Score -4470980 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -4472076.500000 Penalty: 3470.397217
	Iteration 5F: 3 clusters Score -4472076 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4473671.000000 Penalty: 3470.397217
	Iteration 6F: 3 clusters Score -4473671 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4475817.000000 Penalty: 3470.397217
	Iteration 7F: 3 clusters Score -4475817 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -4478427.500000 Penalty: 3470.397217
	Iteration 8F: 3 clusters Score -4478428 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -4480668.500000 Penalty: 3470.397217
	Iteration 9F: 3 clusters Score -4480668 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4482314.000000 Penalty: 3470.397217
	Iteration 10Q: 3 clusters Score -4482314 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -4483483.500000 Penalty: 3470.397217
	Iteration 11Q: 3 clusters Score -4483484 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4484173.000000 Penalty: 3470.397217
	Iteration 12Q: 3 clusters Score -4484173 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4484497.500000 Penalty: 3470.397217
	Iteration 13Q: 3 clusters Score -4484498 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4484693.000000 Penalty: 3470.397217
	Iteration 14Q: 3 clusters Score -4484693 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4484828.500000 Penalty: 3470.397217
	Iteration 15Q: 3 clusters Score -4484828 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4484911.500000 Penalty: 3470.397217
	Iteration 16Q: 3 clusters Score -4484912 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4484993.500000 Penalty: 3470.397217
	Iteration 17Q: 3 clusters Score -4484994 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4485045.500000 Penalty: 3470.397217
	Iteration 18Q: 3 clusters Score -4485046 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4485098.000000 Penalty: 3470.397217
	Iteration 19Q: 3 clusters Score -4485098 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4485125.500000 Penalty: 3470.397217
	Iteration 20F: 3 clusters Score -4485126 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4485159.000000 Penalty: 3470.397217
	Iteration 21Q: 3 clusters Score -4485159 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4485204.000000 Penalty: 3470.397217
	Iteration 22Q: 3 clusters Score -4485204 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4485229.000000 Penalty: 3470.397217
	Iteration 23Q: 3 clusters Score -4485229 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4485247.500000 Penalty: 3470.397217
	Iteration 24Q: 3 clusters Score -4485248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4485272.500000 Penalty: 3470.397217
	Iteration 25Q: 3 clusters Score -4485272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4485294.500000 Penalty: 3470.397217
	Iteration 26Q: 3 clusters Score -4485294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4485317.500000 Penalty: 3470.397217
	Iteration 27Q: 3 clusters Score -4485318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4485314.500000 Penalty: 3470.397217
	Iteration 28Q: 3 clusters Score -4485314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4485334.500000 Penalty: 3470.397217
	Iteration 29Q: 3 clusters Score -4485334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4485346.000000 Penalty: 3470.397217
	Iteration 30Q: 3 clusters Score -4485346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4485350.500000 Penalty: 3470.397217
	Iteration 31Q: 3 clusters Score -4485350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4485356.000000 Penalty: 3470.397217
	Iteration 32Q: 3 clusters Score -4485356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4485356.500000 Penalty: 3470.397217
	Iteration 33Q: 3 clusters Score -4485356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4485363.000000 Penalty: 3470.397217
	Iteration 34Q: 3 clusters Score -4485363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4485380.500000 Penalty: 3470.397217
	Iteration 35Q: 3 clusters Score -4485380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4485384.000000 Penalty: 3470.397217
	Iteration 36Q: 3 clusters Score -4485384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4485383.000000 Penalty: 3470.397217
	Iteration 37Q: 3 clusters Score -4485383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4485394.500000 Penalty: 3470.397217
	Iteration 38Q: 3 clusters Score -4485394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4485397.500000 Penalty: 3470.397217
	Iteration 39Q: 3 clusters Score -4485398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4485395.500000 Penalty: 3470.397217
	Iteration 40F: 3 clusters Score -4485396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4485400.500000 Penalty: 3470.397217
	Iteration 41Q: 3 clusters Score -4485400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4485400.000000 Penalty: 3470.397217
	Iteration 42Q: 3 clusters Score -4485400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4485396.500000 Penalty: 3470.397217
	Iteration 43Q: 3 clusters Score -4485396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4485398.000000 Penalty: 3470.397217
	Iteration 44Q: 3 clusters Score -4485398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4485399.000000 Penalty: 3470.397217
	Iteration 45Q: 3 clusters Score -4485399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4485400.000000 Penalty: 3470.397217
	Iteration 46Q: 3 clusters Score -4485400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4485394.500000 Penalty: 3470.397217
	Iteration 47Q: 3 clusters Score -4485394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4485394.500000 Penalty: 3470.397217
	Iteration 48Q: 3 clusters Score -4485394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4485394.000000 Penalty: 3470.397217
	Iteration 49Q: 3 clusters Score -4485394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4485393.500000 Penalty: 3470.397217
	Iteration 50Q: 3 clusters Score -4485394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4485392.000000 Penalty: 3470.397217
	Iteration 51Q: 3 clusters Score -4485392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4485392.000000 Penalty: 3470.397217
	Iteration 52F: 3 clusters Score -4485392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Entering Unmasked Estep 
Score: -2940842.750000 Penalty: 1666.538574
	Iteration 0F: 2 clusters Score -2940843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2921678.500000 Penalty: 3333.077148
	Iteration 0F: 3 clusters Score -2921678 nChanged 13004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2928764.250000 Penalty: 3333.077148
	Iteration 1F: 3 clusters Score -2928764 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2929264.500000 Penalty: 3333.077148
	Iteration 2Q: 3 clusters Score -2929264 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2929863.750000 Penalty: 3333.077148
	Iteration 3Q: 3 clusters Score -2929864 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2930626.750000 Penalty: 3333.077148
	Iteration 4Q: 3 clusters Score -2930627 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2931544.750000 Penalty: 3333.077148
	Iteration 5F: 3 clusters Score -2931545 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2932617.750000 Penalty: 3333.077148
	Iteration 6F: 3 clusters Score -2932618 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2933839.750000 Penalty: 3333.077148
	Iteration 7F: 3 clusters Score -2933840 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2935106.000000 Penalty: 3333.077148
	Iteration 8F: 3 clusters Score -2935106 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2936181.250000 Penalty: 3333.077148
	Iteration 9F: 3 clusters Score -2936181 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2936970.500000 Penalty: 3333.077148
	Iteration 10Q: 3 clusters Score -2936970 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -2937502.250000 Penalty: 3333.077148
	Iteration 11Q: 3 clusters Score -2937502 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -2937889.750000 Penalty: 3333.077148
	Iteration 12Q: 3 clusters Score -2937890 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -2938186.000000 Penalty: 3333.077148
	Iteration 13Q: 3 clusters Score -2938186 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -2938428.000000 Penalty: 3333.077148
	Iteration 14Q: 3 clusters Score -2938428 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -2938626.250000 Penalty: 3333.077148
	Iteration 15Q: 3 clusters Score -2938626 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -2938804.750000 Penalty: 3333.077148
	Iteration 16Q: 3 clusters Score -2938805 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -2938931.250000 Penalty: 3333.077148
	Iteration 17Q: 3 clusters Score -2938931 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -2939059.000000 Penalty: 3333.077148
	Iteration 18Q: 3 clusters Score -2939059 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -2939183.500000 Penalty: 3333.077148
	Iteration 19Q: 3 clusters Score -2939184 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -2939262.000000 Penalty: 3333.077148
	Iteration 20F: 3 clusters Score -2939262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -2939318.500000 Penalty: 3333.077148
	Iteration 21Q: 3 clusters Score -2939318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2939365.000000 Penalty: 3333.077148
	Iteration 22Q: 3 clusters Score -2939365 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2939399.750000 Penalty: 3333.077148
	Iteration 23Q: 3 clusters Score -2939400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -2939420.750000 Penalty: 3333.077148
	Iteration 24Q: 3 clusters Score -2939421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -2939443.000000 Penalty: 3333.077148
	Iteration 25Q: 3 clusters Score -2939443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -2939453.750000 Penalty: 3333.077148
	Iteration 26Q: 3 clusters Score -2939454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2939460.000000 Penalty: 3333.077148
	Iteration 27Q: 3 clusters Score -2939460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -2939459.500000 Penalty: 3333.077148
	Iteration 28Q: 3 clusters Score -2939460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -2939463.000000 Penalty: 3333.077148
	Iteration 29Q: 3 clusters Score -2939463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -2939467.750000 Penalty: 3333.077148
	Iteration 30Q: 3 clusters Score -2939468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -2939470.250000 Penalty: 3333.077148
	Iteration 31Q: 3 clusters Score -2939470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -2939482.250000 Penalty: 3333.077148
	Iteration 32Q: 3 clusters Score -2939482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -2939493.750000 Penalty: 3333.077148
	Iteration 33Q: 3 clusters Score -2939494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -2939495.750000 Penalty: 3333.077148
	Iteration 34Q: 3 clusters Score -2939496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -2939512.250000 Penalty: 3333.077148
	Iteration 35Q: 3 clusters Score -2939512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -2939511.750000 Penalty: 3333.077148
	Iteration 36Q: 3 clusters Score -2939512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -2939515.250000 Penalty: 3333.077148
	Iteration 37Q: 3 clusters Score -2939515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -2939518.750000 Penalty: 3333.077148
	Iteration 38Q: 3 clusters Score -2939519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -2939523.000000 Penalty: 3333.077148
	Iteration 39Q: 3 clusters Score -2939523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -2939525.000000 Penalty: 3333.077148
	Iteration 40F: 3 clusters Score -2939525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -2939529.000000 Penalty: 3333.077148
	Iteration 41Q: 3 clusters Score -2939529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -2939530.750000 Penalty: 3333.077148
	Iteration 42Q: 3 clusters Score -2939531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -2939534.750000 Penalty: 3333.077148
	Iteration 43Q: 3 clusters Score -2939535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -2939534.750000 Penalty: 3333.077148
	Iteration 44Q: 3 clusters Score -2939535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -2939534.000000 Penalty: 3333.077148
	Iteration 45Q: 3 clusters Score -2939534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -2939534.750000 Penalty: 3333.077148
	Iteration 46Q: 3 clusters Score -2939535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -2939539.750000 Penalty: 3333.077148
	Iteration 47Q: 3 clusters Score -2939540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -2939540.000000 Penalty: 3333.077148
	Iteration 48Q: 3 clusters Score -2939540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -2939539.500000 Penalty: 3333.077148
	Iteration 49Q: 3 clusters Score -2939540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -2939539.500000 Penalty: 3333.077148
	Iteration 50F: 3 clusters Score -2939540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 56048 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282481 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40995 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60769 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302910 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 24292 members 
Mstep: Class 18 contains 43397 members 
Mstep: Class 19 contains 28442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155328.000000 Penalty: 31291.560547
Iteration 399Q: 15 clusters Score -9.415533e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 56045 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282473 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40996 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60768 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302916 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 24288 members 
Mstep: Class 18 contains 43393 members 
Mstep: Class 19 contains 28444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155360.000000 Penalty: 31291.560547
Iteration 400F: 15 clusters Score -9.415536e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 56041 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282469 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40997 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60764 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302922 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24284 members 
Mstep: Class 18 contains 43393 members 
Mstep: Class 19 contains 28443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155416.000000 Penalty: 31291.560547
Iteration 401Q: 15 clusters Score -9.415542e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 56036 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282471 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40997 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60762 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302915 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24281 members 
Mstep: Class 18 contains 43393 members 
Mstep: Class 19 contains 28445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155416.000000 Penalty: 31291.560547
Iteration 402Q: 15 clusters Score -9.415542e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 56033 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282464 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40999 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60766 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302914 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24276 members 
Mstep: Class 18 contains 43393 members 
Mstep: Class 19 contains 28444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155384.000000 Penalty: 31291.560547
Iteration 403Q: 15 clusters Score -9.415538e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 56033 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282464 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40999 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60773 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302908 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24273 members 
Mstep: Class 18 contains 43393 members 
Mstep: Class 19 contains 28441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155448.000000 Penalty: 31291.560547
Iteration 404Q: 15 clusters Score -9.415545e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 56033 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282461 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 41000 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60775 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302899 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24274 members 
Mstep: Class 18 contains 43393 members 
Mstep: Class 19 contains 28439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155432.000000 Penalty: 31291.560547
Iteration 405Q: 15 clusters Score -9.415543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 56031 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282456 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40999 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60775 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302894 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24273 members 
Mstep: Class 18 contains 43394 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155432.000000 Penalty: 31291.560547
Iteration 406Q: 15 clusters Score -9.415543e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 56028 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282453 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40996 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60777 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302891 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24272 members 
Mstep: Class 18 contains 43391 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155432.000000 Penalty: 31291.560547
Iteration 407Q: 15 clusters Score -9.415543e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 56024 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282447 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40992 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60777 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302898 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24270 members 
Mstep: Class 18 contains 43388 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155424.000000 Penalty: 31291.560547
Iteration 408Q: 15 clusters Score -9.415542e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 56022 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282436 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40989 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60780 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302905 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24269 members 
Mstep: Class 18 contains 43387 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155432.000000 Penalty: 31291.560547
Iteration 409Q: 15 clusters Score -9.415543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 56022 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282431 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40989 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60780 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 302900 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24268 members 
Mstep: Class 18 contains 43387 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155400.000000 Penalty: 31291.560547
Iteration 410Q: 15 clusters Score -9.41554e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85755 members 
Mstep: Class 2 contains 56022 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282432 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40987 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60780 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 14 contains 302894 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24265 members 
Mstep: Class 18 contains 43387 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155456.000000 Penalty: 31291.560547
Iteration 411Q: 15 clusters Score -9.415546e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 56021 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282432 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40983 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60781 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302885 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24262 members 
Mstep: Class 18 contains 43387 members 
Mstep: Class 19 contains 28439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155472.000000 Penalty: 31291.560547
Iteration 412Q: 15 clusters Score -9.415547e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 56021 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282435 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40976 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60783 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302874 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24265 members 
Mstep: Class 18 contains 43386 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155432.000000 Penalty: 31291.560547
Iteration 413Q: 15 clusters Score -9.415543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 56021 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282437 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40973 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60790 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302864 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24266 members 
Mstep: Class 18 contains 43384 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155456.000000 Penalty: 31291.560547
Iteration 414Q: 15 clusters Score -9.415546e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 56021 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282428 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40972 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60793 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302871 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24263 members 
Mstep: Class 18 contains 43381 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155400.000000 Penalty: 31291.560547
Iteration 415Q: 15 clusters Score -9.41554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 56021 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282420 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40971 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60797 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302875 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24261 members 
Mstep: Class 18 contains 43379 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155392.000000 Penalty: 31291.560547
Iteration 416Q: 15 clusters Score -9.415539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 56021 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282415 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40970 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60799 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302879 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24260 members 
Mstep: Class 18 contains 43378 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155416.000000 Penalty: 31291.560547
Iteration 417Q: 15 clusters Score -9.415542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 56020 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282411 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40968 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60800 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302885 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24258 members 
Mstep: Class 18 contains 43378 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155448.000000 Penalty: 31291.560547
Iteration 418Q: 15 clusters Score -9.415545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 56019 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282415 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40967 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60801 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302885 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24256 members 
Mstep: Class 18 contains 43376 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155464.000000 Penalty: 31291.560547
Iteration 419Q: 15 clusters Score -9.415546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 56018 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282410 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40968 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60803 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302886 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24255 members 
Mstep: Class 18 contains 43375 members 
Mstep: Class 19 contains 28440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155448.000000 Penalty: 31291.560547
Iteration 420F: 15 clusters Score -9.415545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 56017 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282410 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40970 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60804 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302886 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24252 members 
Mstep: Class 18 contains 43376 members 
Mstep: Class 19 contains 28440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155464.000000 Penalty: 31291.560547
Iteration 421Q: 15 clusters Score -9.415546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85806 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282413 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40968 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60806 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302888 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24250 members 
Mstep: Class 18 contains 43375 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155440.000000 Penalty: 31291.560547
Iteration 422Q: 15 clusters Score -9.415544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85808 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282414 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40966 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60809 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302887 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24250 members 
Mstep: Class 18 contains 43373 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155472.000000 Penalty: 31291.560547
Iteration 423Q: 15 clusters Score -9.415547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282411 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40966 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60811 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302891 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24249 members 
Mstep: Class 18 contains 43371 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155456.000000 Penalty: 31291.560547
Iteration 424Q: 15 clusters Score -9.415546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 56017 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282408 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40966 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60814 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302892 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 24248 members 
Mstep: Class 18 contains 43370 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155400.000000 Penalty: 31291.560547
Iteration 425Q: 15 clusters Score -9.41554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282408 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40967 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60815 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302888 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 24248 members 
Mstep: Class 18 contains 43370 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155416.000000 Penalty: 31291.560547
Iteration 426Q: 15 clusters Score -9.415542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282410 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40967 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60822 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302878 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24247 members 
Mstep: Class 18 contains 43370 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155384.000000 Penalty: 31291.560547
Iteration 427Q: 15 clusters Score -9.415538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282409 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40969 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60826 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302871 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24247 members 
Mstep: Class 18 contains 43369 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155368.000000 Penalty: 31291.560547
Iteration 428Q: 15 clusters Score -9.415537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282412 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40968 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60834 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302862 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24247 members 
Mstep: Class 18 contains 43368 members 
Mstep: Class 19 contains 28434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155320.000000 Penalty: 31291.560547
Iteration 429Q: 15 clusters Score -9.415532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282415 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40967 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60839 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302859 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24247 members 
Mstep: Class 18 contains 43367 members 
Mstep: Class 19 contains 28432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155432.000000 Penalty: 31291.560547
Iteration 430Q: 15 clusters Score -9.415543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282415 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40966 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60842 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302854 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 24249 members 
Mstep: Class 18 contains 43366 members 
Mstep: Class 19 contains 28432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155384.000000 Penalty: 31291.560547
Iteration 431Q: 15 clusters Score -9.415538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282407 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60845 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302859 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24250 members 
Mstep: Class 18 contains 43364 members 
Mstep: Class 19 contains 28434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155376.000000 Penalty: 31291.560547
Iteration 432Q: 15 clusters Score -9.415538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282411 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40964 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60848 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302852 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24250 members 
Mstep: Class 18 contains 43362 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155368.000000 Penalty: 31291.560547
Iteration 433Q: 15 clusters Score -9.415537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282413 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60851 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302846 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24248 members 
Mstep: Class 18 contains 43362 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155360.000000 Penalty: 31291.560547
Iteration 434Q: 15 clusters Score -9.415536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 56016 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282418 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40964 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60856 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302837 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24249 members 
Mstep: Class 18 contains 43362 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155376.000000 Penalty: 31291.560547
Iteration 435Q: 15 clusters Score -9.415538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 56015 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282419 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40964 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60858 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302835 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24249 members 
Mstep: Class 18 contains 43363 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155392.000000 Penalty: 31291.560547
Iteration 436Q: 15 clusters Score -9.415539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 56015 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282426 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40964 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60858 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302827 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24249 members 
Mstep: Class 18 contains 43362 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155416.000000 Penalty: 31291.560547
Iteration 437Q: 15 clusters Score -9.415542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 56015 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282429 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40964 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60858 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302821 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24249 members 
Mstep: Class 18 contains 43363 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155392.000000 Penalty: 31291.560547
Iteration 438Q: 15 clusters Score -9.415539e+07 nChanged 18
Entering ConstructFrom: 
Score: -94155392.000000 Penalty: 31291.560547
Entering ConstructFrom: 
Trying to split cluster 1 (85821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Entering Unmasked Estep 
Score: -8892858.000000 Penalty: 1846.003052
	Iteration 0F: 2 clusters Score -8892858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -8835640.000000 Penalty: 3692.006104
	Iteration 0F: 3 clusters Score -8835640 nChanged 40749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -8859180.000000 Penalty: 3692.006104
	Iteration 1F: 3 clusters Score -8859180 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8859676.000000 Penalty: 3692.006104
	Iteration 2Q: 3 clusters Score -8859676 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -8860485.000000 Penalty: 3692.006104
	Iteration 3Q: 3 clusters Score -8860485 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -8861460.000000 Penalty: 3692.006104
	Iteration 4Q: 3 clusters Score -8861460 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -8863170.000000 Penalty: 3692.006104
	Iteration 5Q: 3 clusters Score -8863170 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -8866024.000000 Penalty: 3692.006104
	Iteration 6F: 3 clusters Score -8866024 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -8870589.000000 Penalty: 3692.006104
	Iteration 7F: 3 clusters Score -8870589 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -8876732.000000 Penalty: 3692.006104
	Iteration 8F: 3 clusters Score -8876732 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -8882278.000000 Penalty: 3692.006104
	Iteration 9F: 3 clusters Score -8882278 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -8885033.000000 Penalty: 3692.006104
	Iteration 10Q: 3 clusters Score -8885033 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -8885988.000000 Penalty: 3692.006104
	Iteration 11Q: 3 clusters Score -8885988 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -8886469.000000 Penalty: 3692.006104
	Iteration 12Q: 3 clusters Score -8886469 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -8886834.000000 Penalty: 3692.006104
	Iteration 13Q: 3 clusters Score -8886834 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -8887115.000000 Penalty: 3692.006104
	Iteration 14Q: 3 clusters Score -8887115 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -8887353.000000 Penalty: 3692.006104
	Iteration 15Q: 3 clusters Score -8887353 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -8887580.000000 Penalty: 3692.006104
	Iteration 16Q: 3 clusters Score -8887580 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -8887755.000000 Penalty: 3692.006104
	Iteration 17Q: 3 clusters Score -8887755 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -8887914.000000 Penalty: 3692.006104
	Iteration 18Q: 3 clusters Score -8887914 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -8888101.000000 Penalty: 3692.006104
	Iteration 19Q: 3 clusters Score -8888101 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -8888301.000000 Penalty: 3692.006104
	Iteration 20F: 3 clusters Score -8888301 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -8888473.000000 Penalty: 3692.006104
	Iteration 21Q: 3 clusters Score -8888473 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -8888694.000000 Penalty: 3692.006104
	Iteration 22Q: 3 clusters Score -8888694 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -8888894.000000 Penalty: 3692.006104
	Iteration 23Q: 3 clusters Score -8888894 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -8889100.000000 Penalty: 3692.006104
	Iteration 24Q: 3 clusters Score -8889100 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -8889296.000000 Penalty: 3692.006104
	Iteration 25Q: 3 clusters Score -8889296 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -8889485.000000 Penalty: 3692.006104
	Iteration 26Q: 3 clusters Score -8889485 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -8889632.000000 Penalty: 3692.006104
	Iteration 27Q: 3 clusters Score -8889632 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -8889713.000000 Penalty: 3692.006104
	Iteration 28Q: 3 clusters Score -8889713 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -8889846.000000 Penalty: 3692.006104
	Iteration 29Q: 3 clusters Score -8889846 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -8889915.000000 Penalty: 3692.006104
	Iteration 30Q: 3 clusters Score -8889915 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -8890019.000000 Penalty: 3692.006104
	Iteration 31Q: 3 clusters Score -8890019 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -8890135.000000 Penalty: 3692.006104
	Iteration 32Q: 3 clusters Score -8890135 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -8890198.000000 Penalty: 3692.006104
	Iteration 33Q: 3 clusters Score -8890198 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -8890274.000000 Penalty: 3692.006104
	Iteration 34Q: 3 clusters Score -8890274 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -8890374.000000 Penalty: 3692.006104
	Iteration 35Q: 3 clusters Score -8890374 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -8890464.000000 Penalty: 3692.006104
	Iteration 36Q: 3 clusters Score -8890464 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -8890533.000000 Penalty: 3692.006104
	Iteration 37Q: 3 clusters Score -8890533 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -8890580.000000 Penalty: 3692.006104
	Iteration 38Q: 3 clusters Score -8890580 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -8890651.000000 Penalty: 3692.006104
	Iteration 39Q: 3 clusters Score -8890651 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -8890705.000000 Penalty: 3692.006104
	Iteration 40F: 3 clusters Score -8890705 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -8890757.000000 Penalty: 3692.006104
	Iteration 41Q: 3 clusters Score -8890757 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -8890823.000000 Penalty: 3692.006104
	Iteration 42Q: 3 clusters Score -8890823 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -8890871.000000 Penalty: 3692.006104
	Iteration 43Q: 3 clusters Score -8890871 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -8890908.000000 Penalty: 3692.006104
	Iteration 44Q: 3 clusters Score -8890908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -8890951.000000 Penalty: 3692.006104
	Iteration 45Q: 3 clusters Score -8890951 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -8890972.000000 Penalty: 3692.006104
	Iteration 46Q: 3 clusters Score -8890972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -8891007.000000 Penalty: 3692.006104
	Iteration 47Q: 3 clusters Score -8891007 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
Score: -8891026.000000 Penalty: 3692.006104
	Iteration 48Q: 3 clusters Score -8891026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -8891029.000000 Penalty: 3692.006104
	Iteration 49Q: 3 clusters Score -8891029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -8891061.000000 Penalty: 3692.006104
	Iteration 50Q: 3 clusters Score -8891061 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 83515 members 
Entering Unmasked Estep 
Score: -8891081.000000 Penalty: 3692.006104
	Iteration 51Q: 3 clusters Score -8891081 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 83576 members 
Entering Unmasked Estep 
Score: -8891109.000000 Penalty: 3692.006104
	Iteration 52Q: 3 clusters Score -8891109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -8891109.000000 Penalty: 3692.006104
	Iteration 53Q: 3 clusters Score -8891109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -8891116.000000 Penalty: 3692.006104
	Iteration 54Q: 3 clusters Score -8891116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -8891119.000000 Penalty: 3692.006104
	Iteration 55Q: 3 clusters Score -8891119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -8891125.000000 Penalty: 3692.006104
	Iteration 56Q: 3 clusters Score -8891125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -8891124.000000 Penalty: 3692.006104
	Iteration 57Q: 3 clusters Score -8891124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -8891132.000000 Penalty: 3692.006104
	Iteration 58Q: 3 clusters Score -8891132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -8891135.000000 Penalty: 3692.006104
	Iteration 59Q: 3 clusters Score -8891135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -8891154.000000 Penalty: 3692.006104
	Iteration 60F: 3 clusters Score -8891154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -8891155.000000 Penalty: 3692.006104
	Iteration 61Q: 3 clusters Score -8891155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -8891161.000000 Penalty: 3692.006104
	Iteration 62Q: 3 clusters Score -8891161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -8891157.000000 Penalty: 3692.006104
	Iteration 63Q: 3 clusters Score -8891157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -8891162.000000 Penalty: 3692.006104
	Iteration 64Q: 3 clusters Score -8891162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -8891176.000000 Penalty: 3692.006104
	Iteration 65Q: 3 clusters Score -8891176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -8891185.000000 Penalty: 3692.006104
	Iteration 66Q: 3 clusters Score -8891185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -8891184.000000 Penalty: 3692.006104
	Iteration 67Q: 3 clusters Score -8891184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -8891193.000000 Penalty: 3692.006104
	Iteration 68Q: 3 clusters Score -8891193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -8891190.000000 Penalty: 3692.006104
	Iteration 69Q: 3 clusters Score -8891190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -8891188.000000 Penalty: 3692.006104
	Iteration 70Q: 3 clusters Score -8891188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -8891185.000000 Penalty: 3692.006104
	Iteration 71Q: 3 clusters Score -8891185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -8891179.000000 Penalty: 3692.006104
	Iteration 72Q: 3 clusters Score -8891179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -8891176.000000 Penalty: 3692.006104
	Iteration 73Q: 3 clusters Score -8891176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -8891178.000000 Penalty: 3692.006104
	Iteration 74Q: 3 clusters Score -8891178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -8891178.000000 Penalty: 3692.006104
	Iteration 75Q: 3 clusters Score -8891178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -8891178.000000 Penalty: 3692.006104
	Iteration 76F: 3 clusters Score -8891178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Entering Unmasked Estep 
Score: -5543857.500000 Penalty: 1776.673340
	Iteration 0F: 2 clusters Score -5543858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -5506398.500000 Penalty: 3553.346680
	Iteration 0F: 3 clusters Score -5506398 nChanged 26348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -5521653.000000 Penalty: 3553.346680
	Iteration 1F: 3 clusters Score -5521653 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -5522333.500000 Penalty: 3553.346680
	Iteration 2Q: 3 clusters Score -5522334 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5523211.500000 Penalty: 3553.346680
	Iteration 3Q: 3 clusters Score -5523212 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -5524484.000000 Penalty: 3553.346680
	Iteration 4Q: 3 clusters Score -5524484 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -5526375.500000 Penalty: 3553.346680
	Iteration 5F: 3 clusters Score -5526376 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5528863.000000 Penalty: 3553.346680
	Iteration 6F: 3 clusters Score -5528863 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5531415.500000 Penalty: 3553.346680
	Iteration 7F: 3 clusters Score -5531416 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5533516.000000 Penalty: 3553.346680
	Iteration 8F: 3 clusters Score -5533516 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -5534946.000000 Penalty: 3553.346680
	Iteration 9Q: 3 clusters Score -5534946 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -5535809.000000 Penalty: 3553.346680
	Iteration 10Q: 3 clusters Score -5535809 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -5536402.500000 Penalty: 3553.346680
	Iteration 11Q: 3 clusters Score -5536402 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -5536859.000000 Penalty: 3553.346680
	Iteration 12Q: 3 clusters Score -5536859 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -5537220.000000 Penalty: 3553.346680
	Iteration 13Q: 3 clusters Score -5537220 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5537688.500000 Penalty: 3553.346680
	Iteration 14Q: 3 clusters Score -5537688 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5538136.000000 Penalty: 3553.346680
	Iteration 15Q: 3 clusters Score -5538136 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -5538622.000000 Penalty: 3553.346680
	Iteration 16Q: 3 clusters Score -5538622 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -5539050.500000 Penalty: 3553.346680
	Iteration 17Q: 3 clusters Score -5539050 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -5539486.500000 Penalty: 3553.346680
	Iteration 18Q: 3 clusters Score -5539486 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -5539894.500000 Penalty: 3553.346680
	Iteration 19Q: 3 clusters Score -5539894 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -5540232.000000 Penalty: 3553.346680
	Iteration 20F: 3 clusters Score -5540232 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -5540567.000000 Penalty: 3553.346680
	Iteration 21Q: 3 clusters Score -5540567 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -5540865.500000 Penalty: 3553.346680
	Iteration 22Q: 3 clusters Score -5540866 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -5541120.000000 Penalty: 3553.346680
	Iteration 23Q: 3 clusters Score -5541120 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -5541370.500000 Penalty: 3553.346680
	Iteration 24Q: 3 clusters Score -5541370 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5541591.500000 Penalty: 3553.346680
	Iteration 25Q: 3 clusters Score -5541592 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5541799.500000 Penalty: 3553.346680
	Iteration 26Q: 3 clusters Score -5541800 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5541979.000000 Penalty: 3553.346680
	Iteration 27Q: 3 clusters Score -5541979 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5542117.000000 Penalty: 3553.346680
	Iteration 28Q: 3 clusters Score -5542117 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5542256.000000 Penalty: 3553.346680
	Iteration 29Q: 3 clusters Score -5542256 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5542354.500000 Penalty: 3553.346680
	Iteration 30Q: 3 clusters Score -5542354 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5542437.500000 Penalty: 3553.346680
	Iteration 31Q: 3 clusters Score -5542438 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5542488.500000 Penalty: 3553.346680
	Iteration 32Q: 3 clusters Score -5542488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5542537.000000 Penalty: 3553.346680
	Iteration 33Q: 3 clusters Score -5542537 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5542621.000000 Penalty: 3553.346680
	Iteration 34Q: 3 clusters Score -5542621 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5542704.000000 Penalty: 3553.346680
	Iteration 35Q: 3 clusters Score -5542704 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5542741.500000 Penalty: 3553.346680
	Iteration 36Q: 3 clusters Score -5542742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5542772.500000 Penalty: 3553.346680
	Iteration 37Q: 3 clusters Score -5542772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5542811.000000 Penalty: 3553.346680
	Iteration 38Q: 3 clusters Score -5542811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5542829.500000 Penalty: 3553.346680
	Iteration 39Q: 3 clusters Score -5542830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5542849.000000 Penalty: 3553.346680
	Iteration 40F: 3 clusters Score -5542849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5542875.000000 Penalty: 3553.346680
	Iteration 41Q: 3 clusters Score -5542875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5542886.500000 Penalty: 3553.346680
	Iteration 42Q: 3 clusters Score -5542886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5542891.500000 Penalty: 3553.346680
	Iteration 43Q: 3 clusters Score -5542892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5542913.500000 Penalty: 3553.346680
	Iteration 44Q: 3 clusters Score -5542914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5542918.500000 Penalty: 3553.346680
	Iteration 45Q: 3 clusters Score -5542918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5542933.000000 Penalty: 3553.346680
	Iteration 46Q: 3 clusters Score -5542933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5542950.500000 Penalty: 3553.346680
	Iteration 47Q: 3 clusters Score -5542950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5542965.500000 Penalty: 3553.346680
	Iteration 48Q: 3 clusters Score -5542966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5542976.500000 Penalty: 3553.346680
	Iteration 49Q: 3 clusters Score -5542976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5542978.500000 Penalty: 3553.346680
	Iteration 50Q: 3 clusters Score -5542978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5542989.000000 Penalty: 3553.346680
	Iteration 51Q: 3 clusters Score -5542989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5542991.000000 Penalty: 3553.346680
	Iteration 52Q: 3 clusters Score -5542991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5542996.500000 Penalty: 3553.346680
	Iteration 53Q: 3 clusters Score -5542996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5543002.000000 Penalty: 3553.346680
	Iteration 54Q: 3 clusters Score -5543002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5543005.500000 Penalty: 3553.346680
	Iteration 55Q: 3 clusters Score -5543006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5543007.000000 Penalty: 3553.346680
	Iteration 56Q: 3 clusters Score -5543007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5543018.000000 Penalty: 3553.346680
	Iteration 57Q: 3 clusters Score -5543018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5543015.000000 Penalty: 3553.346680
	Iteration 58Q: 3 clusters Score -5543015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5543019.000000 Penalty: 3553.346680
	Iteration 59Q: 3 clusters Score -5543019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5543022.000000 Penalty: 3553.346680
	Iteration 60F: 3 clusters Score -5543022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5543017.000000 Penalty: 3553.346680
	Iteration 61Q: 3 clusters Score -5543017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5543026.000000 Penalty: 3553.346680
	Iteration 62Q: 3 clusters Score -5543026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5543032.000000 Penalty: 3553.346680
	Iteration 63Q: 3 clusters Score -5543032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5543032.500000 Penalty: 3553.346680
	Iteration 64Q: 3 clusters Score -5543032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5543028.500000 Penalty: 3553.346680
	Iteration 65Q: 3 clusters Score -5543028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5543038.000000 Penalty: 3553.346680
	Iteration 66Q: 3 clusters Score -5543038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5543040.500000 Penalty: 3553.346680
	Iteration 67Q: 3 clusters Score -5543040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5543044.000000 Penalty: 3553.346680
	Iteration 68Q: 3 clusters Score -5543044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5543050.000000 Penalty: 3553.346680
	Iteration 69Q: 3 clusters Score -5543050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5543047.000000 Penalty: 3553.346680
	Iteration 70Q: 3 clusters Score -5543047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5543047.000000 Penalty: 3553.346680
	Iteration 71F: 3 clusters Score -5543047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -195482.468750 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -195482.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -193370.359375 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -193370.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -193850.750000 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -193850.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -193979.593750 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -193979.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -194054.203125 Penalty: 2471.104736
	Iteration 3F: 3 clusters Score -194054.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -194105.546875 Penalty: 2471.104736
	Iteration 4Q: 3 clusters Score -194105.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -194145.562500 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -194145.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -194180.812500 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -194180.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -194204.843750 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -194204.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -194228.953125 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -194229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -194254.593750 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -194254.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -194282.203125 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -194282.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -194314.765625 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -194314.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -194357.578125 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -194357.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -194397.312500 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -194397.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -194438.078125 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -194438.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -194479.109375 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -194479.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -194511.562500 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -194511.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -194544.093750 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -194544.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -194566.625000 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -194566.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -194587.281250 Penalty: 2471.104736
	Iteration 19Q: 3 clusters Score -194587.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -194609.171875 Penalty: 2471.104736
	Iteration 20F: 3 clusters Score -194609.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -194624.890625 Penalty: 2471.104736
	Iteration 21Q: 3 clusters Score -194624.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -194641.343750 Penalty: 2471.104736
	Iteration 22Q: 3 clusters Score -194641.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -194659.421875 Penalty: 2471.104736
	Iteration 23Q: 3 clusters Score -194659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -194665.125000 Penalty: 2471.104736
	Iteration 24Q: 3 clusters Score -194665.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -194673.218750 Penalty: 2471.104736
	Iteration 25Q: 3 clusters Score -194673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -194681.031250 Penalty: 2471.104736
	Iteration 26Q: 3 clusters Score -194681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -194687.703125 Penalty: 2471.104736
	Iteration 27Q: 3 clusters Score -194687.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -194695.656250 Penalty: 2471.104736
	Iteration 28Q: 3 clusters Score -194695.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -194707.671875 Penalty: 2471.104736
	Iteration 29Q: 3 clusters Score -194707.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -194716.390625 Penalty: 2471.104736
	Iteration 30Q: 3 clusters Score -194716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -194721.406250 Penalty: 2471.104736
	Iteration 31Q: 3 clusters Score -194721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -194726.500000 Penalty: 2471.104736
	Iteration 32Q: 3 clusters Score -194726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -194728.734375 Penalty: 2471.104736
	Iteration 33Q: 3 clusters Score -194728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -194729.187500 Penalty: 2471.104736
	Iteration 34Q: 3 clusters Score -194729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -194730.390625 Penalty: 2471.104736
	Iteration 35Q: 3 clusters Score -194730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -194732.578125 Penalty: 2471.104736
	Iteration 36Q: 3 clusters Score -194732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -194733.015625 Penalty: 2471.104736
	Iteration 37Q: 3 clusters Score -194733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -194733.015625 Penalty: 2471.104736
	Iteration 38F: 3 clusters Score -194733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (282429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282429 members 
Entering Unmasked Estep 
Score: -28714792.000000 Penalty: 2039.567139
	Iteration 0F: 2 clusters Score -2.871479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 141121 members 
Entering Unmasked Estep 
Score: -28529534.000000 Penalty: 4079.134277
	Iteration 0F: 3 clusters Score -2.852953e+07 nChanged 137502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143458 members 
Mstep: Class 2 contains 138971 members 
Entering Unmasked Estep 
Score: -28611928.000000 Penalty: 4079.134277
	Iteration 1F: 3 clusters Score -2.861193e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 137067 members 
Entering Unmasked Estep 
Score: -28613744.000000 Penalty: 4079.134277
	Iteration 2Q: 3 clusters Score -2.861374e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148344 members 
Mstep: Class 2 contains 134085 members 
Entering Unmasked Estep 
Score: -28616514.000000 Penalty: 4079.134277
	Iteration 3Q: 3 clusters Score -2.861651e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152923 members 
Mstep: Class 2 contains 129506 members 
Entering Unmasked Estep 
Score: -28621486.000000 Penalty: 4079.134277
	Iteration 4Q: 3 clusters Score -2.862149e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 122692 members 
Entering Unmasked Estep 
Score: -28628898.000000 Penalty: 4079.134277
	Iteration 5F: 3 clusters Score -2.86289e+07 nChanged 17682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169111 members 
Mstep: Class 2 contains 113318 members 
Entering Unmasked Estep 
Score: -28640100.000000 Penalty: 4079.134277
	Iteration 6F: 3 clusters Score -2.86401e+07 nChanged 19902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180459 members 
Mstep: Class 2 contains 101970 members 
Entering Unmasked Estep 
Score: -28654624.000000 Penalty: 4079.134277
	Iteration 7F: 3 clusters Score -2.865462e+07 nChanged 19691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191796 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -28669752.000000 Penalty: 4079.134277
	Iteration 8F: 3 clusters Score -2.866975e+07 nChanged 16142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200280 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -28680340.000000 Penalty: 4079.134277
	Iteration 9F: 3 clusters Score -2.868034e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206318 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -28686346.000000 Penalty: 4079.134277
	Iteration 10Q: 3 clusters Score -2.868635e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210965 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -28689344.000000 Penalty: 4079.134277
	Iteration 11Q: 3 clusters Score -2.868934e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214960 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -28691548.000000 Penalty: 4079.134277
	Iteration 12Q: 3 clusters Score -2.869155e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218564 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -28693180.000000 Penalty: 4079.134277
	Iteration 13Q: 3 clusters Score -2.869318e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221809 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -28694474.000000 Penalty: 4079.134277
	Iteration 14Q: 3 clusters Score -2.869447e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224886 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -28695814.000000 Penalty: 4079.134277
	Iteration 15Q: 3 clusters Score -2.869581e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227753 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -28697020.000000 Penalty: 4079.134277
	Iteration 16Q: 3 clusters Score -2.869702e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230608 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -28698088.000000 Penalty: 4079.134277
	Iteration 17Q: 3 clusters Score -2.869809e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233384 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -28699270.000000 Penalty: 4079.134277
	Iteration 18Q: 3 clusters Score -2.869927e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235961 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -28700108.000000 Penalty: 4079.134277
	Iteration 19Q: 3 clusters Score -2.870011e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238394 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -28700830.000000 Penalty: 4079.134277
	Iteration 20F: 3 clusters Score -2.870083e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240843 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -28701802.000000 Penalty: 4079.134277
	Iteration 21Q: 3 clusters Score -2.87018e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243184 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -28702424.000000 Penalty: 4079.134277
	Iteration 22Q: 3 clusters Score -2.870242e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245510 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -28703010.000000 Penalty: 4079.134277
	Iteration 23Q: 3 clusters Score -2.870301e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247658 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -28703448.000000 Penalty: 4079.134277
	Iteration 24Q: 3 clusters Score -2.870345e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249781 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -28704006.000000 Penalty: 4079.134277
	Iteration 25Q: 3 clusters Score -2.870401e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251837 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -28704630.000000 Penalty: 4079.134277
	Iteration 26Q: 3 clusters Score -2.870463e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253911 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -28705180.000000 Penalty: 4079.134277
	Iteration 27Q: 3 clusters Score -2.870518e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255923 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -28705544.000000 Penalty: 4079.134277
	Iteration 28Q: 3 clusters Score -2.870554e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257968 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -28706072.000000 Penalty: 4079.134277
	Iteration 29Q: 3 clusters Score -2.870607e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259932 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -28706800.000000 Penalty: 4079.134277
	Iteration 30Q: 3 clusters Score -2.87068e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261906 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -28707418.000000 Penalty: 4079.134277
	Iteration 31Q: 3 clusters Score -2.870742e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263841 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -28708160.000000 Penalty: 4079.134277
	Iteration 32Q: 3 clusters Score -2.870816e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265675 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -28708692.000000 Penalty: 4079.134277
	Iteration 33Q: 3 clusters Score -2.870869e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267345 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -28709226.000000 Penalty: 4079.134277
	Iteration 34Q: 3 clusters Score -2.870923e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268879 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -28709634.000000 Penalty: 4079.134277
	Iteration 35Q: 3 clusters Score -2.870963e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270345 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -28710198.000000 Penalty: 4079.134277
	Iteration 36Q: 3 clusters Score -2.87102e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271648 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -28710730.000000 Penalty: 4079.134277
	Iteration 37Q: 3 clusters Score -2.871073e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272837 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -28710966.000000 Penalty: 4079.134277
	Iteration 38Q: 3 clusters Score -2.871097e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273917 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -28711292.000000 Penalty: 4079.134277
	Iteration 39Q: 3 clusters Score -2.871129e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274862 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -28711684.000000 Penalty: 4079.134277
	Iteration 40F: 3 clusters Score -2.871168e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275700 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -28712090.000000 Penalty: 4079.134277
	Iteration 41Q: 3 clusters Score -2.871209e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276453 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -28712282.000000 Penalty: 4079.134277
	Iteration 42Q: 3 clusters Score -2.871228e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277100 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -28712520.000000 Penalty: 4079.134277
	Iteration 43Q: 3 clusters Score -2.871252e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277648 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -28712758.000000 Penalty: 4079.134277
	Iteration 44Q: 3 clusters Score -2.871276e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278097 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -28712918.000000 Penalty: 4079.134277
	Iteration 45Q: 3 clusters Score -2.871292e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278456 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -28713016.000000 Penalty: 4079.134277
	Iteration 46Q: 3 clusters Score -2.871302e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278789 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -28713134.000000 Penalty: 4079.134277
	Iteration 47Q: 3 clusters Score -2.871313e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279048 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -28713162.000000 Penalty: 4079.134277
	Iteration 48Q: 3 clusters Score -2.871316e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279247 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -28713224.000000 Penalty: 4079.134277
	Iteration 49Q: 3 clusters Score -2.871322e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279401 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -28713290.000000 Penalty: 4079.134277
	Iteration 50Q: 3 clusters Score -2.871329e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279527 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -28713280.000000 Penalty: 4079.134277
	Iteration 51Q: 3 clusters Score -2.871328e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279639 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -28713270.000000 Penalty: 4079.134277
	Iteration 52Q: 3 clusters Score -2.871327e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279715 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -28713286.000000 Penalty: 4079.134277
	Iteration 53Q: 3 clusters Score -2.871329e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279796 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -28713312.000000 Penalty: 4079.134277
	Iteration 54Q: 3 clusters Score -2.871331e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279883 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -28713350.000000 Penalty: 4079.134277
	Iteration 55Q: 3 clusters Score -2.871335e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279948 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -28713306.000000 Penalty: 4079.134277
	Iteration 56Q: 3 clusters Score -2.871331e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280013 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -28713390.000000 Penalty: 4079.134277
	Iteration 57Q: 3 clusters Score -2.871339e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280066 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -28713394.000000 Penalty: 4079.134277
	Iteration 58Q: 3 clusters Score -2.871339e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280108 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -28713406.000000 Penalty: 4079.134277
	Iteration 59Q: 3 clusters Score -2.871341e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280139 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -28713442.000000 Penalty: 4079.134277
	Iteration 60F: 3 clusters Score -2.871344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280185 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -28713500.000000 Penalty: 4079.134277
	Iteration 61Q: 3 clusters Score -2.87135e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280214 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -28713514.000000 Penalty: 4079.134277
	Iteration 62Q: 3 clusters Score -2.871351e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280244 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -28713564.000000 Penalty: 4079.134277
	Iteration 63Q: 3 clusters Score -2.871356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280273 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -28713564.000000 Penalty: 4079.134277
	Iteration 64Q: 3 clusters Score -2.871356e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280305 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -28713568.000000 Penalty: 4079.134277
	Iteration 65Q: 3 clusters Score -2.871357e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280339 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -28713564.000000 Penalty: 4079.134277
	Iteration 66Q: 3 clusters Score -2.871356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280363 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -28713596.000000 Penalty: 4079.134277
	Iteration 67Q: 3 clusters Score -2.87136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280389 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -28713604.000000 Penalty: 4079.134277
	Iteration 68Q: 3 clusters Score -2.87136e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280406 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -28713630.000000 Penalty: 4079.134277
	Iteration 69Q: 3 clusters Score -2.871363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280428 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -28713626.000000 Penalty: 4079.134277
	Iteration 70Q: 3 clusters Score -2.871363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280444 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -28713586.000000 Penalty: 4079.134277
	Iteration 71Q: 3 clusters Score -2.871359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280458 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -28713578.000000 Penalty: 4079.134277
	Iteration 72Q: 3 clusters Score -2.871358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280467 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -28713590.000000 Penalty: 4079.134277
	Iteration 73Q: 3 clusters Score -2.871359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280475 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -28713586.000000 Penalty: 4079.134277
	Iteration 74Q: 3 clusters Score -2.871359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280481 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -28713600.000000 Penalty: 4079.134277
	Iteration 75Q: 3 clusters Score -2.87136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280489 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -28713620.000000 Penalty: 4079.134277
	Iteration 76Q: 3 clusters Score -2.871362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280490 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -28713604.000000 Penalty: 4079.134277
	Iteration 77Q: 3 clusters Score -2.87136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280495 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -28713626.000000 Penalty: 4079.134277
	Iteration 78Q: 3 clusters Score -2.871363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280499 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -28713626.000000 Penalty: 4079.134277
	Iteration 79Q: 3 clusters Score -2.871363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280505 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -28713632.000000 Penalty: 4079.134277
	Iteration 80F: 3 clusters Score -2.871363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280508 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -28713646.000000 Penalty: 4079.134277
	Iteration 81Q: 3 clusters Score -2.871365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280511 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -28713630.000000 Penalty: 4079.134277
	Iteration 82Q: 3 clusters Score -2.871363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280515 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -28713618.000000 Penalty: 4079.134277
	Iteration 83Q: 3 clusters Score -2.871362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280521 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -28713604.000000 Penalty: 4079.134277
	Iteration 84Q: 3 clusters Score -2.87136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280525 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -28713630.000000 Penalty: 4079.134277
	Iteration 85Q: 3 clusters Score -2.871363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280525 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -28713630.000000 Penalty: 4079.134277
	Iteration 86Q: 3 clusters Score -2.871363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280526 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -28713652.000000 Penalty: 4079.134277
	Iteration 87Q: 3 clusters Score -2.871365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280528 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -28713648.000000 Penalty: 4079.134277
	Iteration 88Q: 3 clusters Score -2.871365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280531 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -28713644.000000 Penalty: 4079.134277
	Iteration 89Q: 3 clusters Score -2.871364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280534 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -28713656.000000 Penalty: 4079.134277
	Iteration 90Q: 3 clusters Score -2.871366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280537 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -28713646.000000 Penalty: 4079.134277
	Iteration 91Q: 3 clusters Score -2.871365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280538 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -28713640.000000 Penalty: 4079.134277
	Iteration 92Q: 3 clusters Score -2.871364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280538 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -28713644.000000 Penalty: 4079.134277
	Iteration 93Q: 3 clusters Score -2.871364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280538 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -28713642.000000 Penalty: 4079.134277
	Iteration 94Q: 3 clusters Score -2.871364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280538 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -28713642.000000 Penalty: 4079.134277
	Iteration 95F: 3 clusters Score -2.871364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -303721.250000 Penalty: 1293.949097
	Iteration 0F: 2 clusters Score -303721.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -301132.125000 Penalty: 2587.898193
	Iteration 0F: 3 clusters Score -301132.1 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -301709.531250 Penalty: 2587.898193
	Iteration 1F: 3 clusters Score -301709.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -301801.562500 Penalty: 2587.898193
	Iteration 2F: 3 clusters Score -301801.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -301851.656250 Penalty: 2587.898193
	Iteration 3Q: 3 clusters Score -301851.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -301886.156250 Penalty: 2587.898193
	Iteration 4Q: 3 clusters Score -301886.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -301908.937500 Penalty: 2587.898193
	Iteration 5Q: 3 clusters Score -301908.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -301922.187500 Penalty: 2587.898193
	Iteration 6Q: 3 clusters Score -301922.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -301933.093750 Penalty: 2587.898193
	Iteration 7Q: 3 clusters Score -301933.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -301941.000000 Penalty: 2587.898193
	Iteration 8Q: 3 clusters Score -301941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -301946.937500 Penalty: 2587.898193
	Iteration 9Q: 3 clusters Score -301946.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -301952.000000 Penalty: 2587.898193
	Iteration 10Q: 3 clusters Score -301952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -301957.781250 Penalty: 2587.898193
	Iteration 11Q: 3 clusters Score -301957.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -301962.125000 Penalty: 2587.898193
	Iteration 12Q: 3 clusters Score -301962.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -301966.812500 Penalty: 2587.898193
	Iteration 13Q: 3 clusters Score -301966.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -301970.562500 Penalty: 2587.898193
	Iteration 14Q: 3 clusters Score -301970.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -301974.843750 Penalty: 2587.898193
	Iteration 15Q: 3 clusters Score -301974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -301975.437500 Penalty: 2587.898193
	Iteration 16Q: 3 clusters Score -301975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -301976.093750 Penalty: 2587.898193
	Iteration 17Q: 3 clusters Score -301976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -301977.531250 Penalty: 2587.898193
	Iteration 18Q: 3 clusters Score -301977.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -301977.531250 Penalty: 2587.898193
	Iteration 19F: 3 clusters Score -301977.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Entering Unmasked Estep 
Score: -4222197.500000 Penalty: 1725.826904
	Iteration 0F: 2 clusters Score -4222198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -4194755.500000 Penalty: 3451.653809
	Iteration 0F: 3 clusters Score -4194756 nChanged 18983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4205365.500000 Penalty: 3451.653809
	Iteration 1F: 3 clusters Score -4205366 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4205723.000000 Penalty: 3451.653809
	Iteration 2Q: 3 clusters Score -4205723 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4206037.000000 Penalty: 3451.653809
	Iteration 3Q: 3 clusters Score -4206037 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4206410.500000 Penalty: 3451.653809
	Iteration 4Q: 3 clusters Score -4206410 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4206946.500000 Penalty: 3451.653809
	Iteration 5Q: 3 clusters Score -4206946 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -4207741.500000 Penalty: 3451.653809
	Iteration 6Q: 3 clusters Score -4207742 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4208991.000000 Penalty: 3451.653809
	Iteration 7F: 3 clusters Score -4208991 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -4210977.000000 Penalty: 3451.653809
	Iteration 8F: 3 clusters Score -4210977 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4213849.500000 Penalty: 3451.653809
	Iteration 9F: 3 clusters Score -4213850 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4216942.500000 Penalty: 3451.653809
	Iteration 10F: 3 clusters Score -4216942 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4219216.500000 Penalty: 3451.653809
	Iteration 11F: 3 clusters Score -4219216 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4220181.500000 Penalty: 3451.653809
	Iteration 12Q: 3 clusters Score -4220182 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4220514.500000 Penalty: 3451.653809
	Iteration 13Q: 3 clusters Score -4220514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4220658.500000 Penalty: 3451.653809
	Iteration 14Q: 3 clusters Score -4220658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4220711.500000 Penalty: 3451.653809
	Iteration 15Q: 3 clusters Score -4220712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4220732.000000 Penalty: 3451.653809
	Iteration 16Q: 3 clusters Score -4220732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4220754.500000 Penalty: 3451.653809
	Iteration 17Q: 3 clusters Score -4220754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4220765.500000 Penalty: 3451.653809
	Iteration 18Q: 3 clusters Score -4220766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4220773.500000 Penalty: 3451.653809
	Iteration 19Q: 3 clusters Score -4220774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4220793.500000 Penalty: 3451.653809
	Iteration 20F: 3 clusters Score -4220794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4220811.500000 Penalty: 3451.653809
	Iteration 21Q: 3 clusters Score -4220812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4220820.000000 Penalty: 3451.653809
	Iteration 22Q: 3 clusters Score -4220820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4220829.500000 Penalty: 3451.653809
	Iteration 23Q: 3 clusters Score -4220830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4220837.000000 Penalty: 3451.653809
	Iteration 24Q: 3 clusters Score -4220837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4220840.000000 Penalty: 3451.653809
	Iteration 25Q: 3 clusters Score -4220840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4220840.000000 Penalty: 3451.653809
	Iteration 26F: 3 clusters Score -4220840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -497020.968750 Penalty: 1390.198364
	Iteration 0F: 2 clusters Score -497021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -492941.437500 Penalty: 2780.396729
	Iteration 0F: 3 clusters Score -492941.4 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -494121.312500 Penalty: 2780.396729
	Iteration 1F: 3 clusters Score -494121.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -494283.812500 Penalty: 2780.396729
	Iteration 2F: 3 clusters Score -494283.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -494420.718750 Penalty: 2780.396729
	Iteration 3Q: 3 clusters Score -494420.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -494644.500000 Penalty: 2780.396729
	Iteration 4Q: 3 clusters Score -494644.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -494981.843750 Penalty: 2780.396729
	Iteration 5F: 3 clusters Score -494981.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -495368.562500 Penalty: 2780.396729
	Iteration 6F: 3 clusters Score -495368.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -495759.875000 Penalty: 2780.396729
	Iteration 7F: 3 clusters Score -495759.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -496124.093750 Penalty: 2780.396729
	Iteration 8F: 3 clusters Score -496124.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -496447.437500 Penalty: 2780.396729
	Iteration 9F: 3 clusters Score -496447.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -496640.437500 Penalty: 2780.396729
	Iteration 10F: 3 clusters Score -496640.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -496752.625000 Penalty: 2780.396729
	Iteration 11Q: 3 clusters Score -496752.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -496838.468750 Penalty: 2780.396729
	Iteration 12Q: 3 clusters Score -496838.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -496883.000000 Penalty: 2780.396729
	Iteration 13Q: 3 clusters Score -496883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -496914.312500 Penalty: 2780.396729
	Iteration 14Q: 3 clusters Score -496914.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -496936.781250 Penalty: 2780.396729
	Iteration 15Q: 3 clusters Score -496936.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -496956.062500 Penalty: 2780.396729
	Iteration 16Q: 3 clusters Score -496956.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -496974.375000 Penalty: 2780.396729
	Iteration 17Q: 3 clusters Score -496974.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -496992.562500 Penalty: 2780.396729
	Iteration 18Q: 3 clusters Score -496992.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -497008.250000 Penalty: 2780.396729
	Iteration 19Q: 3 clusters Score -497008.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -497020.718750 Penalty: 2780.396729
	Iteration 20F: 3 clusters Score -497020.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -497036.500000 Penalty: 2780.396729
	Iteration 21Q: 3 clusters Score -497036.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -497047.500000 Penalty: 2780.396729
	Iteration 22Q: 3 clusters Score -497047.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -497052.406250 Penalty: 2780.396729
	Iteration 23Q: 3 clusters Score -497052.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -497054.968750 Penalty: 2780.396729
	Iteration 24Q: 3 clusters Score -497055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -497057.156250 Penalty: 2780.396729
	Iteration 25Q: 3 clusters Score -497057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -497057.843750 Penalty: 2780.396729
	Iteration 26Q: 3 clusters Score -497057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -497059.000000 Penalty: 2780.396729
	Iteration 27Q: 3 clusters Score -497059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -497060.531250 Penalty: 2780.396729
	Iteration 28Q: 3 clusters Score -497060.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -497061.531250 Penalty: 2780.396729
	Iteration 29Q: 3 clusters Score -497061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -497061.343750 Penalty: 2780.396729
	Iteration 30Q: 3 clusters Score -497061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -497062.593750 Penalty: 2780.396729
	Iteration 31Q: 3 clusters Score -497062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -497062.937500 Penalty: 2780.396729
	Iteration 32Q: 3 clusters Score -497062.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -497062.937500 Penalty: 2780.396729
	Iteration 33F: 3 clusters Score -497062.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 56015 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282429 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 12 contains 60861 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302817 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24248 members 
Mstep: Class 18 contains 43363 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
Score: -94154640.000000 Penalty: 33526.671875
Splitting cluster 10 changes total score from -94155392.000000 to -94154640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (60861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Entering Unmasked Estep 
Score: -6292708.000000 Penalty: 1790.156494
	Iteration 0F: 2 clusters Score -6292708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -6252293.000000 Penalty: 3580.312988
	Iteration 0F: 3 clusters Score -6252293 nChanged 28566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -6268338.000000 Penalty: 3580.312988
	Iteration 1F: 3 clusters Score -6268338 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -6268834.000000 Penalty: 3580.312988
	Iteration 2Q: 3 clusters Score -6268834 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -6269296.000000 Penalty: 3580.312988
	Iteration 3Q: 3 clusters Score -6269296 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -6269976.000000 Penalty: 3580.312988
	Iteration 4Q: 3 clusters Score -6269976 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -6270853.000000 Penalty: 3580.312988
	Iteration 5Q: 3 clusters Score -6270853 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -6272166.000000 Penalty: 3580.312988
	Iteration 6Q: 3 clusters Score -6272166 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -6274243.500000 Penalty: 3580.312988
	Iteration 7F: 3 clusters Score -6274244 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -6277203.000000 Penalty: 3580.312988
	Iteration 8F: 3 clusters Score -6277203 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -6280829.000000 Penalty: 3580.312988
	Iteration 9F: 3 clusters Score -6280829 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -6284292.000000 Penalty: 3580.312988
	Iteration 10F: 3 clusters Score -6284292 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -6286765.000000 Penalty: 3580.312988
	Iteration 11Q: 3 clusters Score -6286765 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6288446.500000 Penalty: 3580.312988
	Iteration 12Q: 3 clusters Score -6288446 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6289412.000000 Penalty: 3580.312988
	Iteration 13Q: 3 clusters Score -6289412 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6290007.500000 Penalty: 3580.312988
	Iteration 14Q: 3 clusters Score -6290008 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6290422.500000 Penalty: 3580.312988
	Iteration 15Q: 3 clusters Score -6290422 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6290693.500000 Penalty: 3580.312988
	Iteration 16Q: 3 clusters Score -6290694 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6290845.000000 Penalty: 3580.312988
	Iteration 17Q: 3 clusters Score -6290845 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6290944.500000 Penalty: 3580.312988
	Iteration 18Q: 3 clusters Score -6290944 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6290991.500000 Penalty: 3580.312988
	Iteration 19Q: 3 clusters Score -6290992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6291038.500000 Penalty: 3580.312988
	Iteration 20F: 3 clusters Score -6291038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6291060.500000 Penalty: 3580.312988
	Iteration 21Q: 3 clusters Score -6291060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6291107.500000 Penalty: 3580.312988
	Iteration 22Q: 3 clusters Score -6291108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6291126.000000 Penalty: 3580.312988
	Iteration 23Q: 3 clusters Score -6291126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6291143.000000 Penalty: 3580.312988
	Iteration 24Q: 3 clusters Score -6291143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6291140.000000 Penalty: 3580.312988
	Iteration 25Q: 3 clusters Score -6291140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6291143.000000 Penalty: 3580.312988
	Iteration 26Q: 3 clusters Score -6291143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6291150.500000 Penalty: 3580.312988
	Iteration 27Q: 3 clusters Score -6291150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6291164.000000 Penalty: 3580.312988
	Iteration 28Q: 3 clusters Score -6291164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6291166.500000 Penalty: 3580.312988
	Iteration 29Q: 3 clusters Score -6291166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6291170.500000 Penalty: 3580.312988
	Iteration 30Q: 3 clusters Score -6291170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6291185.500000 Penalty: 3580.312988
	Iteration 31Q: 3 clusters Score -6291186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60482 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6291190.500000 Penalty: 3580.312988
	Iteration 32Q: 3 clusters Score -6291190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6291191.500000 Penalty: 3580.312988
	Iteration 33Q: 3 clusters Score -6291192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6291191.500000 Penalty: 3580.312988
	Iteration 34F: 3 clusters Score -6291192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Entering Unmasked Estep 
Score: -277053.968750 Penalty: 1284.334473
	Iteration 0F: 2 clusters Score -277054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -274492.312500 Penalty: 2568.668945
	Iteration 0F: 3 clusters Score -274492.3 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -275062.062500 Penalty: 2568.668945
	Iteration 1F: 3 clusters Score -275062.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -275219.656250 Penalty: 2568.668945
	Iteration 2F: 3 clusters Score -275219.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -275350.468750 Penalty: 2568.668945
	Iteration 3F: 3 clusters Score -275350.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -275473.062500 Penalty: 2568.668945
	Iteration 4F: 3 clusters Score -275473.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -275576.718750 Penalty: 2568.668945
	Iteration 5Q: 3 clusters Score -275576.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -275663.625000 Penalty: 2568.668945
	Iteration 6Q: 3 clusters Score -275663.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -275743.968750 Penalty: 2568.668945
	Iteration 7Q: 3 clusters Score -275744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -275795.562500 Penalty: 2568.668945
	Iteration 8Q: 3 clusters Score -275795.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -275835.781250 Penalty: 2568.668945
	Iteration 9Q: 3 clusters Score -275835.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -275864.125000 Penalty: 2568.668945
	Iteration 10Q: 3 clusters Score -275864.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -275888.343750 Penalty: 2568.668945
	Iteration 11Q: 3 clusters Score -275888.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -275917.125000 Penalty: 2568.668945
	Iteration 12Q: 3 clusters Score -275917.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -275942.718750 Penalty: 2568.668945
	Iteration 13Q: 3 clusters Score -275942.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -275976.062500 Penalty: 2568.668945
	Iteration 14Q: 3 clusters Score -275976.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -275996.031250 Penalty: 2568.668945
	Iteration 15Q: 3 clusters Score -275996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -276012.187500 Penalty: 2568.668945
	Iteration 16Q: 3 clusters Score -276012.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -276025.906250 Penalty: 2568.668945
	Iteration 17Q: 3 clusters Score -276025.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -276039.125000 Penalty: 2568.668945
	Iteration 18Q: 3 clusters Score -276039.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -276047.875000 Penalty: 2568.668945
	Iteration 19Q: 3 clusters Score -276047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -276055.375000 Penalty: 2568.668945
	Iteration 20F: 3 clusters Score -276055.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -276064.437500 Penalty: 2568.668945
	Iteration 21Q: 3 clusters Score -276064.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -276073.343750 Penalty: 2568.668945
	Iteration 22Q: 3 clusters Score -276073.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -276080.562500 Penalty: 2568.668945
	Iteration 23Q: 3 clusters Score -276080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -276084.125000 Penalty: 2568.668945
	Iteration 24Q: 3 clusters Score -276084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -276087.062500 Penalty: 2568.668945
	Iteration 25Q: 3 clusters Score -276087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -276088.187500 Penalty: 2568.668945
	Iteration 26Q: 3 clusters Score -276088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -276088.281250 Penalty: 2568.668945
	Iteration 27Q: 3 clusters Score -276088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -276088.437500 Penalty: 2568.668945
	Iteration 28Q: 3 clusters Score -276088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -276088.437500 Penalty: 2568.668945
	Iteration 29F: 3 clusters Score -276088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (302817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302817 members 
Entering Unmasked Estep 
Score: -30729278.000000 Penalty: 2050.893555
	Iteration 0F: 2 clusters Score -3.072928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151768 members 
Mstep: Class 2 contains 151049 members 
Entering Unmasked Estep 
Score: -30534086.000000 Penalty: 4101.787109
	Iteration 0F: 3 clusters Score -3.053409e+07 nChanged 147676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159768 members 
Mstep: Class 2 contains 143049 members 
Entering Unmasked Estep 
Score: -30621882.000000 Penalty: 4101.787109
	Iteration 1F: 3 clusters Score -3.062188e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164516 members 
Mstep: Class 2 contains 138301 members 
Entering Unmasked Estep 
Score: -30623840.000000 Penalty: 4101.787109
	Iteration 2Q: 3 clusters Score -3.062384e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171813 members 
Mstep: Class 2 contains 131004 members 
Entering Unmasked Estep 
Score: -30627184.000000 Penalty: 4101.787109
	Iteration 3Q: 3 clusters Score -3.062718e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182374 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -30633306.000000 Penalty: 4101.787109
	Iteration 4Q: 3 clusters Score -3.063331e+07 nChanged 16498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197008 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -30643738.000000 Penalty: 4101.787109
	Iteration 5F: 3 clusters Score -3.064374e+07 nChanged 19557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214807 members 
Mstep: Class 2 contains 88010 members 
Entering Unmasked Estep 
Score: -30658740.000000 Penalty: 4101.787109
	Iteration 6F: 3 clusters Score -3.065874e+07 nChanged 20050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232591 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -30675150.000000 Penalty: 4101.787109
	Iteration 7F: 3 clusters Score -3.067515e+07 nChanged 17400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246867 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -30688906.000000 Penalty: 4101.787109
	Iteration 8F: 3 clusters Score -3.068891e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256458 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -30697916.000000 Penalty: 4101.787109
	Iteration 9Q: 3 clusters Score -3.069792e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262901 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -30702952.000000 Penalty: 4101.787109
	Iteration 10Q: 3 clusters Score -3.070295e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267739 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -30706498.000000 Penalty: 4101.787109
	Iteration 11Q: 3 clusters Score -3.07065e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271768 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -30708732.000000 Penalty: 4101.787109
	Iteration 12Q: 3 clusters Score -3.070873e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275471 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -30710616.000000 Penalty: 4101.787109
	Iteration 13Q: 3 clusters Score -3.071062e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278807 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -30712340.000000 Penalty: 4101.787109
	Iteration 14Q: 3 clusters Score -3.071234e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281858 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -30713976.000000 Penalty: 4101.787109
	Iteration 15Q: 3 clusters Score -3.071398e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284663 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -30715652.000000 Penalty: 4101.787109
	Iteration 16Q: 3 clusters Score -3.071565e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287179 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -30716888.000000 Penalty: 4101.787109
	Iteration 17Q: 3 clusters Score -3.071689e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289418 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -30718212.000000 Penalty: 4101.787109
	Iteration 18Q: 3 clusters Score -3.071821e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291382 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -30719178.000000 Penalty: 4101.787109
	Iteration 19Q: 3 clusters Score -3.071918e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293083 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -30720142.000000 Penalty: 4101.787109
	Iteration 20F: 3 clusters Score -3.072014e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294562 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -30721242.000000 Penalty: 4101.787109
	Iteration 21Q: 3 clusters Score -3.072124e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295810 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -30722332.000000 Penalty: 4101.787109
	Iteration 22Q: 3 clusters Score -3.072233e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296887 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -30723298.000000 Penalty: 4101.787109
	Iteration 23Q: 3 clusters Score -3.07233e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297786 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -30724124.000000 Penalty: 4101.787109
	Iteration 24Q: 3 clusters Score -3.072412e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298494 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -30724672.000000 Penalty: 4101.787109
	Iteration 25Q: 3 clusters Score -3.072467e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299071 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -30725044.000000 Penalty: 4101.787109
	Iteration 26Q: 3 clusters Score -3.072504e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299561 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -30725420.000000 Penalty: 4101.787109
	Iteration 27Q: 3 clusters Score -3.072542e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299967 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -30725714.000000 Penalty: 4101.787109
	Iteration 28Q: 3 clusters Score -3.072571e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300319 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -30725990.000000 Penalty: 4101.787109
	Iteration 29Q: 3 clusters Score -3.072599e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300584 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -30726246.000000 Penalty: 4101.787109
	Iteration 30Q: 3 clusters Score -3.072625e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300810 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -30726450.000000 Penalty: 4101.787109
	Iteration 31Q: 3 clusters Score -3.072645e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300992 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -30726630.000000 Penalty: 4101.787109
	Iteration 32Q: 3 clusters Score -3.072663e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301128 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -30726708.000000 Penalty: 4101.787109
	Iteration 33Q: 3 clusters Score -3.072671e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301233 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -30726844.000000 Penalty: 4101.787109
	Iteration 34Q: 3 clusters Score -3.072684e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301324 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -30726882.000000 Penalty: 4101.787109
	Iteration 35Q: 3 clusters Score -3.072688e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301396 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -30726978.000000 Penalty: 4101.787109
	Iteration 36Q: 3 clusters Score -3.072698e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301465 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -30727008.000000 Penalty: 4101.787109
	Iteration 37Q: 3 clusters Score -3.072701e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301530 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -30727034.000000 Penalty: 4101.787109
	Iteration 38Q: 3 clusters Score -3.072703e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301590 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -30727088.000000 Penalty: 4101.787109
	Iteration 39Q: 3 clusters Score -3.072709e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301636 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -30727120.000000 Penalty: 4101.787109
	Iteration 40F: 3 clusters Score -3.072712e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301669 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -30727170.000000 Penalty: 4101.787109
	Iteration 41Q: 3 clusters Score -3.072717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301696 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -30727176.000000 Penalty: 4101.787109
	Iteration 42Q: 3 clusters Score -3.072718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301711 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -30727172.000000 Penalty: 4101.787109
	Iteration 43Q: 3 clusters Score -3.072717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301728 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -30727210.000000 Penalty: 4101.787109
	Iteration 44Q: 3 clusters Score -3.072721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301743 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -30727230.000000 Penalty: 4101.787109
	Iteration 45Q: 3 clusters Score -3.072723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301752 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -30727238.000000 Penalty: 4101.787109
	Iteration 46Q: 3 clusters Score -3.072724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301760 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -30727244.000000 Penalty: 4101.787109
	Iteration 47Q: 3 clusters Score -3.072724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301771 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -30727254.000000 Penalty: 4101.787109
	Iteration 48Q: 3 clusters Score -3.072725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301783 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -30727274.000000 Penalty: 4101.787109
	Iteration 49Q: 3 clusters Score -3.072727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301788 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -30727266.000000 Penalty: 4101.787109
	Iteration 50Q: 3 clusters Score -3.072727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301791 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -30727278.000000 Penalty: 4101.787109
	Iteration 51Q: 3 clusters Score -3.072728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301802 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -30727254.000000 Penalty: 4101.787109
	Iteration 52Q: 3 clusters Score -3.072725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301806 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -30727256.000000 Penalty: 4101.787109
	Iteration 53Q: 3 clusters Score -3.072726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301810 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -30727266.000000 Penalty: 4101.787109
	Iteration 54Q: 3 clusters Score -3.072727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301815 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -30727262.000000 Penalty: 4101.787109
	Iteration 55Q: 3 clusters Score -3.072726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301825 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -30727252.000000 Penalty: 4101.787109
	Iteration 56Q: 3 clusters Score -3.072725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301835 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -30727294.000000 Penalty: 4101.787109
	Iteration 57Q: 3 clusters Score -3.072729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301844 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -30727294.000000 Penalty: 4101.787109
	Iteration 58Q: 3 clusters Score -3.072729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301851 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -30727302.000000 Penalty: 4101.787109
	Iteration 59Q: 3 clusters Score -3.07273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301856 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -30727298.000000 Penalty: 4101.787109
	Iteration 60F: 3 clusters Score -3.07273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301862 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -30727310.000000 Penalty: 4101.787109
	Iteration 61Q: 3 clusters Score -3.072731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301867 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -30727316.000000 Penalty: 4101.787109
	Iteration 62Q: 3 clusters Score -3.072732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301874 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -30727310.000000 Penalty: 4101.787109
	Iteration 63Q: 3 clusters Score -3.072731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301877 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -30727302.000000 Penalty: 4101.787109
	Iteration 64Q: 3 clusters Score -3.07273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301878 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -30727320.000000 Penalty: 4101.787109
	Iteration 65Q: 3 clusters Score -3.072732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301881 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30727308.000000 Penalty: 4101.787109
	Iteration 66Q: 3 clusters Score -3.072731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301883 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -30727320.000000 Penalty: 4101.787109
	Iteration 67Q: 3 clusters Score -3.072732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301882 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -30727326.000000 Penalty: 4101.787109
	Iteration 68Q: 3 clusters Score -3.072733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301881 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30727312.000000 Penalty: 4101.787109
	Iteration 69Q: 3 clusters Score -3.072731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301881 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30727312.000000 Penalty: 4101.787109
	Iteration 70F: 3 clusters Score -3.072731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -293581.218750 Penalty: 1305.890625
	Iteration 0F: 2 clusters Score -293581.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -290866.687500 Penalty: 2611.781250
	Iteration 0F: 3 clusters Score -290866.7 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -291570.062500 Penalty: 2611.781250
	Iteration 1F: 3 clusters Score -291570.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -291735.656250 Penalty: 2611.781250
	Iteration 2F: 3 clusters Score -291735.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -291909.093750 Penalty: 2611.781250
	Iteration 3F: 3 clusters Score -291909.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -292123.000000 Penalty: 2611.781250
	Iteration 4F: 3 clusters Score -292123 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -292414.593750 Penalty: 2611.781250
	Iteration 5F: 3 clusters Score -292414.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -292728.218750 Penalty: 2611.781250
	Iteration 6F: 3 clusters Score -292728.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -292931.531250 Penalty: 2611.781250
	Iteration 7F: 3 clusters Score -292931.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -293081.125000 Penalty: 2611.781250
	Iteration 8Q: 3 clusters Score -293081.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -293190.843750 Penalty: 2611.781250
	Iteration 9Q: 3 clusters Score -293190.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -293261.843750 Penalty: 2611.781250
	Iteration 10Q: 3 clusters Score -293261.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -293313.437500 Penalty: 2611.781250
	Iteration 11Q: 3 clusters Score -293313.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -293351.156250 Penalty: 2611.781250
	Iteration 12Q: 3 clusters Score -293351.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -293386.218750 Penalty: 2611.781250
	Iteration 13Q: 3 clusters Score -293386.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -293425.437500 Penalty: 2611.781250
	Iteration 14Q: 3 clusters Score -293425.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -293466.500000 Penalty: 2611.781250
	Iteration 15Q: 3 clusters Score -293466.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -293498.843750 Penalty: 2611.781250
	Iteration 16Q: 3 clusters Score -293498.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -293517.343750 Penalty: 2611.781250
	Iteration 17Q: 3 clusters Score -293517.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -293525.531250 Penalty: 2611.781250
	Iteration 18Q: 3 clusters Score -293525.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -293529.312500 Penalty: 2611.781250
	Iteration 19Q: 3 clusters Score -293529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -293532.906250 Penalty: 2611.781250
	Iteration 20F: 3 clusters Score -293532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -293534.968750 Penalty: 2611.781250
	Iteration 21Q: 3 clusters Score -293535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -293535.312500 Penalty: 2611.781250
	Iteration 22Q: 3 clusters Score -293535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -293535.062500 Penalty: 2611.781250
	Iteration 23Q: 3 clusters Score -293535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -293535.062500 Penalty: 2611.781250
	Iteration 24F: 3 clusters Score -293535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Entering Unmasked Estep 
Score: -2504258.000000 Penalty: 1640.614502
	Iteration 0F: 2 clusters Score -2504258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2487723.750000 Penalty: 3281.229004
	Iteration 0F: 3 clusters Score -2487724 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2493847.250000 Penalty: 3281.229004
	Iteration 1F: 3 clusters Score -2493847 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2494159.750000 Penalty: 3281.229004
	Iteration 2Q: 3 clusters Score -2494160 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2494511.500000 Penalty: 3281.229004
	Iteration 3Q: 3 clusters Score -2494512 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2494918.250000 Penalty: 3281.229004
	Iteration 4Q: 3 clusters Score -2494918 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2495539.250000 Penalty: 3281.229004
	Iteration 5Q: 3 clusters Score -2495539 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2496471.500000 Penalty: 3281.229004
	Iteration 6F: 3 clusters Score -2496472 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2497731.500000 Penalty: 3281.229004
	Iteration 7F: 3 clusters Score -2497732 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2499151.750000 Penalty: 3281.229004
	Iteration 8F: 3 clusters Score -2499152 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2500476.250000 Penalty: 3281.229004
	Iteration 9F: 3 clusters Score -2500476 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2501448.250000 Penalty: 3281.229004
	Iteration 10Q: 3 clusters Score -2501448 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2502091.250000 Penalty: 3281.229004
	Iteration 11Q: 3 clusters Score -2502091 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2502426.500000 Penalty: 3281.229004
	Iteration 12Q: 3 clusters Score -2502426 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2502603.750000 Penalty: 3281.229004
	Iteration 13Q: 3 clusters Score -2502604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2502712.250000 Penalty: 3281.229004
	Iteration 14Q: 3 clusters Score -2502712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2502799.500000 Penalty: 3281.229004
	Iteration 15Q: 3 clusters Score -2502800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -2502844.500000 Penalty: 3281.229004
	Iteration 16Q: 3 clusters Score -2502844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2502883.250000 Penalty: 3281.229004
	Iteration 17Q: 3 clusters Score -2502883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2502909.000000 Penalty: 3281.229004
	Iteration 18Q: 3 clusters Score -2502909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2502923.250000 Penalty: 3281.229004
	Iteration 19Q: 3 clusters Score -2502923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2502935.250000 Penalty: 3281.229004
	Iteration 20F: 3 clusters Score -2502935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2502952.500000 Penalty: 3281.229004
	Iteration 21Q: 3 clusters Score -2502952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2502959.500000 Penalty: 3281.229004
	Iteration 22Q: 3 clusters Score -2502960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2502961.500000 Penalty: 3281.229004
	Iteration 23Q: 3 clusters Score -2502962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2502962.500000 Penalty: 3281.229004
	Iteration 24Q: 3 clusters Score -2502962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2502966.000000 Penalty: 3281.229004
	Iteration 25Q: 3 clusters Score -2502966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2502965.250000 Penalty: 3281.229004
	Iteration 26Q: 3 clusters Score -2502965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2502965.250000 Penalty: 3281.229004
	Iteration 27F: 3 clusters Score -2502965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Entering Unmasked Estep 
Score: -4483365.500000 Penalty: 1735.071289
	Iteration 0F: 2 clusters Score -4483366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4454298.000000 Penalty: 3470.142578
	Iteration 0F: 3 clusters Score -4454298 nChanged 20302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -4465529.000000 Penalty: 3470.142578
	Iteration 1F: 3 clusters Score -4465529 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -4465887.000000 Penalty: 3470.142578
	Iteration 2Q: 3 clusters Score -4465887 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -4466250.000000 Penalty: 3470.142578
	Iteration 3Q: 3 clusters Score -4466250 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4466626.000000 Penalty: 3470.142578
	Iteration 4Q: 3 clusters Score -4466626 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4467142.500000 Penalty: 3470.142578
	Iteration 5Q: 3 clusters Score -4467142 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -4467817.500000 Penalty: 3470.142578
	Iteration 6Q: 3 clusters Score -4467818 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4468792.000000 Penalty: 3470.142578
	Iteration 7Q: 3 clusters Score -4468792 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4470454.000000 Penalty: 3470.142578
	Iteration 8F: 3 clusters Score -4470454 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -4472818.000000 Penalty: 3470.142578
	Iteration 9F: 3 clusters Score -4472818 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4475509.000000 Penalty: 3470.142578
	Iteration 10F: 3 clusters Score -4475509 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -4477822.000000 Penalty: 3470.142578
	Iteration 11F: 3 clusters Score -4477822 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -4479386.500000 Penalty: 3470.142578
	Iteration 12Q: 3 clusters Score -4479386 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -4480333.500000 Penalty: 3470.142578
	Iteration 13Q: 3 clusters Score -4480334 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -4480929.500000 Penalty: 3470.142578
	Iteration 14Q: 3 clusters Score -4480930 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -4481287.500000 Penalty: 3470.142578
	Iteration 15Q: 3 clusters Score -4481288 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -4481505.500000 Penalty: 3470.142578
	Iteration 16Q: 3 clusters Score -4481506 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -4481646.000000 Penalty: 3470.142578
	Iteration 17Q: 3 clusters Score -4481646 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -4481736.000000 Penalty: 3470.142578
	Iteration 18Q: 3 clusters Score -4481736 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -4481807.500000 Penalty: 3470.142578
	Iteration 19Q: 3 clusters Score -4481808 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -4481874.500000 Penalty: 3470.142578
	Iteration 20F: 3 clusters Score -4481874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -4481926.500000 Penalty: 3470.142578
	Iteration 21Q: 3 clusters Score -4481926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -4481966.000000 Penalty: 3470.142578
	Iteration 22Q: 3 clusters Score -4481966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -4481987.500000 Penalty: 3470.142578
	Iteration 23Q: 3 clusters Score -4481988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -4481998.500000 Penalty: 3470.142578
	Iteration 24Q: 3 clusters Score -4481998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -4482006.000000 Penalty: 3470.142578
	Iteration 25Q: 3 clusters Score -4482006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -4482017.000000 Penalty: 3470.142578
	Iteration 26Q: 3 clusters Score -4482017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -4482028.500000 Penalty: 3470.142578
	Iteration 27Q: 3 clusters Score -4482028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -4482032.500000 Penalty: 3470.142578
	Iteration 28Q: 3 clusters Score -4482032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -4482037.500000 Penalty: 3470.142578
	Iteration 29Q: 3 clusters Score -4482038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -4482041.000000 Penalty: 3470.142578
	Iteration 30Q: 3 clusters Score -4482041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -4482045.000000 Penalty: 3470.142578
	Iteration 31Q: 3 clusters Score -4482045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -4482047.000000 Penalty: 3470.142578
	Iteration 32Q: 3 clusters Score -4482047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -4482058.000000 Penalty: 3470.142578
	Iteration 33Q: 3 clusters Score -4482058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -4482059.000000 Penalty: 3470.142578
	Iteration 34Q: 3 clusters Score -4482059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -4482067.000000 Penalty: 3470.142578
	Iteration 35Q: 3 clusters Score -4482067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -4482071.000000 Penalty: 3470.142578
	Iteration 36Q: 3 clusters Score -4482071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -4482073.000000 Penalty: 3470.142578
	Iteration 37Q: 3 clusters Score -4482073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -4482077.000000 Penalty: 3470.142578
	Iteration 38Q: 3 clusters Score -4482077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -4482077.000000 Penalty: 3470.142578
	Iteration 39Q: 3 clusters Score -4482077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -4482078.500000 Penalty: 3470.142578
	Iteration 40F: 3 clusters Score -4482078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -4482079.500000 Penalty: 3470.142578
	Iteration 41Q: 3 clusters Score -4482080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -4482080.000000 Penalty: 3470.142578
	Iteration 42Q: 3 clusters Score -4482080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -4482080.000000 Penalty: 3470.142578
	Iteration 43F: 3 clusters Score -4482080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Entering Unmasked Estep 
Score: -2940346.000000 Penalty: 1666.515747
	Iteration 0F: 2 clusters Score -2940346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2921331.750000 Penalty: 3333.031494
	Iteration 0F: 3 clusters Score -2921332 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2928425.250000 Penalty: 3333.031494
	Iteration 1F: 3 clusters Score -2928425 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2928852.000000 Penalty: 3333.031494
	Iteration 2Q: 3 clusters Score -2928852 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2929303.500000 Penalty: 3333.031494
	Iteration 3Q: 3 clusters Score -2929304 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2929927.750000 Penalty: 3333.031494
	Iteration 4Q: 3 clusters Score -2929928 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2930904.500000 Penalty: 3333.031494
	Iteration 5F: 3 clusters Score -2930904 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2932398.000000 Penalty: 3333.031494
	Iteration 6F: 3 clusters Score -2932398 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2934281.250000 Penalty: 3333.031494
	Iteration 7F: 3 clusters Score -2934281 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2936078.500000 Penalty: 3333.031494
	Iteration 8F: 3 clusters Score -2936078 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2937391.250000 Penalty: 3333.031494
	Iteration 9F: 3 clusters Score -2937391 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2938132.500000 Penalty: 3333.031494
	Iteration 10Q: 3 clusters Score -2938132 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2938556.500000 Penalty: 3333.031494
	Iteration 11Q: 3 clusters Score -2938556 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2938802.750000 Penalty: 3333.031494
	Iteration 12Q: 3 clusters Score -2938803 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2938933.750000 Penalty: 3333.031494
	Iteration 13Q: 3 clusters Score -2938934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2939006.250000 Penalty: 3333.031494
	Iteration 14Q: 3 clusters Score -2939006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2939063.500000 Penalty: 3333.031494
	Iteration 15Q: 3 clusters Score -2939064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2939108.500000 Penalty: 3333.031494
	Iteration 16Q: 3 clusters Score -2939108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2939131.000000 Penalty: 3333.031494
	Iteration 17Q: 3 clusters Score -2939131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2939137.250000 Penalty: 3333.031494
	Iteration 18Q: 3 clusters Score -2939137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2939149.750000 Penalty: 3333.031494
	Iteration 19Q: 3 clusters Score -2939150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2939156.500000 Penalty: 3333.031494
	Iteration 20F: 3 clusters Score -2939156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2939163.250000 Penalty: 3333.031494
	Iteration 21Q: 3 clusters Score -2939163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2939162.000000 Penalty: 3333.031494
	Iteration 22Q: 3 clusters Score -2939162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2939159.000000 Penalty: 3333.031494
	Iteration 23Q: 3 clusters Score -2939159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2939166.750000 Penalty: 3333.031494
	Iteration 24Q: 3 clusters Score -2939167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2939166.750000 Penalty: 3333.031494
	Iteration 25Q: 3 clusters Score -2939167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2939171.750000 Penalty: 3333.031494
	Iteration 26Q: 3 clusters Score -2939172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2939171.750000 Penalty: 3333.031494
	Iteration 27F: 3 clusters Score -2939172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 56015 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282429 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60861 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302817 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24248 members 
Mstep: Class 18 contains 43363 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155360.000000 Penalty: 31291.560547
Iteration 439Q: 15 clusters Score -9.415536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 56015 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282427 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40966 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60863 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302814 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24244 members 
Mstep: Class 18 contains 43363 members 
Mstep: Class 19 contains 28438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155368.000000 Penalty: 31291.560547
Iteration 440F: 15 clusters Score -9.415537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 56012 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282421 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60865 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302822 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24240 members 
Mstep: Class 18 contains 43363 members 
Mstep: Class 19 contains 28437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155384.000000 Penalty: 31291.560547
Iteration 441Q: 15 clusters Score -9.415538e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 56012 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282415 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60866 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302825 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24237 members 
Mstep: Class 18 contains 43363 members 
Mstep: Class 19 contains 28434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155472.000000 Penalty: 31291.560547
Iteration 442Q: 15 clusters Score -9.415547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 56011 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282409 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 9 contains 40964 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60870 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302822 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24237 members 
Mstep: Class 18 contains 43363 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155448.000000 Penalty: 31291.560547
Iteration 443Q: 15 clusters Score -9.415545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 56010 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282408 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 9 contains 40962 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60871 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302824 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24234 members 
Mstep: Class 18 contains 43364 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155464.000000 Penalty: 31291.560547
Iteration 444Q: 15 clusters Score -9.415546e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 56010 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282399 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 9 contains 40959 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60873 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302834 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24232 members 
Mstep: Class 18 contains 43364 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155480.000000 Penalty: 31291.560547
Iteration 445Q: 15 clusters Score -9.415548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 56007 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 282397 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 9 contains 40957 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60873 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302837 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24230 members 
Mstep: Class 18 contains 43366 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155464.000000 Penalty: 31291.560547
Iteration 446Q: 15 clusters Score -9.415546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 56003 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 282392 members 
Mstep: Class 6 contains 2865 members 
Mstep: Class 9 contains 40959 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60876 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302842 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24229 members 
Mstep: Class 18 contains 43367 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155504.000000 Penalty: 31291.560547
Iteration 447Q: 15 clusters Score -9.41555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 56000 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 282391 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 9 contains 40959 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60881 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302849 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24227 members 
Mstep: Class 18 contains 43365 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155456.000000 Penalty: 31291.560547
Iteration 448Q: 15 clusters Score -9.415546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 55997 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 282392 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40955 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60884 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302859 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24223 members 
Mstep: Class 18 contains 43366 members 
Mstep: Class 19 contains 28434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155512.000000 Penalty: 31291.560547
Iteration 449Q: 15 clusters Score -9.415551e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 55997 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 282387 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 9 contains 40954 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302868 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24220 members 
Mstep: Class 18 contains 43365 members 
Mstep: Class 19 contains 28434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155512.000000 Penalty: 31291.560547
Iteration 450Q: 15 clusters Score -9.415551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 55997 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 282385 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40952 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302878 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24214 members 
Mstep: Class 18 contains 43366 members 
Mstep: Class 19 contains 28434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155496.000000 Penalty: 31291.560547
Iteration 451Q: 15 clusters Score -9.41555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 55998 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 282376 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40953 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302886 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24209 members 
Mstep: Class 18 contains 43367 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155576.000000 Penalty: 31291.560547
Iteration 452Q: 15 clusters Score -9.415558e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 55998 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 282371 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40954 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302894 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24204 members 
Mstep: Class 18 contains 43367 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155512.000000 Penalty: 31291.560547
Iteration 453Q: 15 clusters Score -9.415551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 55997 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 282364 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40953 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302904 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24203 members 
Mstep: Class 18 contains 43367 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155544.000000 Penalty: 31291.560547
Iteration 454Q: 15 clusters Score -9.415554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 55997 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 282358 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40953 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60886 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302909 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24201 members 
Mstep: Class 18 contains 43370 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155512.000000 Penalty: 31291.560547
Iteration 455Q: 15 clusters Score -9.415551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 55997 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 282353 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40953 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60886 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302915 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24200 members 
Mstep: Class 18 contains 43370 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155552.000000 Penalty: 31291.560547
Iteration 456Q: 15 clusters Score -9.415555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 55997 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 282353 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40954 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60886 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302921 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24197 members 
Mstep: Class 18 contains 43368 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155496.000000 Penalty: 31291.560547
Iteration 457Q: 15 clusters Score -9.41555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 282349 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40954 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60886 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302924 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24199 members 
Mstep: Class 18 contains 43368 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155456.000000 Penalty: 31291.560547
Iteration 458Q: 15 clusters Score -9.415546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 282344 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40954 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302928 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24199 members 
Mstep: Class 18 contains 43369 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155432.000000 Penalty: 31291.560547
Iteration 459Q: 15 clusters Score -9.415543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 282340 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40956 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302932 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 24197 members 
Mstep: Class 18 contains 43371 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155464.000000 Penalty: 31291.560547
Iteration 460F: 15 clusters Score -9.415546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 282339 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40957 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302936 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 24191 members 
Mstep: Class 18 contains 43372 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155512.000000 Penalty: 31291.560547
Iteration 461Q: 15 clusters Score -9.415551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 282335 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40959 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302938 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 24189 members 
Mstep: Class 18 contains 43374 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155480.000000 Penalty: 31291.560547
Iteration 462Q: 15 clusters Score -9.415548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 282331 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40959 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302940 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 24189 members 
Mstep: Class 18 contains 43376 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155504.000000 Penalty: 31291.560547
Iteration 463Q: 15 clusters Score -9.41555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 282328 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40959 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302942 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 24189 members 
Mstep: Class 18 contains 43377 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155504.000000 Penalty: 31291.560547
Iteration 464Q: 15 clusters Score -9.41555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 282328 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40958 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302942 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 24189 members 
Mstep: Class 18 contains 43378 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155504.000000 Penalty: 31291.560547
Iteration 465Q: 15 clusters Score -9.41555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 282327 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40958 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302944 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 24189 members 
Mstep: Class 18 contains 43377 members 
Mstep: Class 19 contains 28436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155536.000000 Penalty: 31291.560547
Iteration 466Q: 15 clusters Score -9.415554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 282329 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40958 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302944 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 24189 members 
Mstep: Class 18 contains 43376 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155512.000000 Penalty: 31291.560547
Iteration 467Q: 15 clusters Score -9.415551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 55996 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 282329 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 9 contains 40958 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 12 contains 60885 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 302944 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 24189 members 
Mstep: Class 18 contains 43376 members 
Mstep: Class 19 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94155512.000000 Penalty: 31291.560547
Iteration 468F: 15 clusters Score -9.415551e+07 nChanged 0
Entering ConstructFrom: 
Score: -94155512.000000 Penalty: 31291.560547
Entering ConstructFrom: 
Trying to split cluster 1 (85861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Entering Unmasked Estep 
Score: -8896904.000000 Penalty: 1846.078857
	Iteration 0F: 2 clusters Score -8896904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -8839439.000000 Penalty: 3692.157715
	Iteration 0F: 3 clusters Score -8839439 nChanged 41118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -8862940.000000 Penalty: 3692.157715
	Iteration 1F: 3 clusters Score -8862940 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8863492.000000 Penalty: 3692.157715
	Iteration 2Q: 3 clusters Score -8863492 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -8864245.000000 Penalty: 3692.157715
	Iteration 3Q: 3 clusters Score -8864245 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8865218.000000 Penalty: 3692.157715
	Iteration 4Q: 3 clusters Score -8865218 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -8866635.000000 Penalty: 3692.157715
	Iteration 5Q: 3 clusters Score -8866635 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -8868725.000000 Penalty: 3692.157715
	Iteration 6Q: 3 clusters Score -8868725 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -8871703.000000 Penalty: 3692.157715
	Iteration 7F: 3 clusters Score -8871703 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -8875948.000000 Penalty: 3692.157715
	Iteration 8F: 3 clusters Score -8875948 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -8880313.000000 Penalty: 3692.157715
	Iteration 9F: 3 clusters Score -8880313 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -8883672.000000 Penalty: 3692.157715
	Iteration 10F: 3 clusters Score -8883672 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -8885569.000000 Penalty: 3692.157715
	Iteration 11Q: 3 clusters Score -8885569 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -8886638.000000 Penalty: 3692.157715
	Iteration 12Q: 3 clusters Score -8886638 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 61943 members 
Entering Unmasked Estep 
Score: -8887416.000000 Penalty: 3692.157715
	Iteration 13Q: 3 clusters Score -8887416 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -8888007.000000 Penalty: 3692.157715
	Iteration 14Q: 3 clusters Score -8888007 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -8888600.000000 Penalty: 3692.157715
	Iteration 15Q: 3 clusters Score -8888600 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -8889116.000000 Penalty: 3692.157715
	Iteration 16Q: 3 clusters Score -8889116 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -8889532.000000 Penalty: 3692.157715
	Iteration 17Q: 3 clusters Score -8889532 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -8889979.000000 Penalty: 3692.157715
	Iteration 18Q: 3 clusters Score -8889979 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -8890361.000000 Penalty: 3692.157715
	Iteration 19Q: 3 clusters Score -8890361 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -8890666.000000 Penalty: 3692.157715
	Iteration 20F: 3 clusters Score -8890666 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -8890972.000000 Penalty: 3692.157715
	Iteration 21Q: 3 clusters Score -8890972 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -8891198.000000 Penalty: 3692.157715
	Iteration 22Q: 3 clusters Score -8891198 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -8891431.000000 Penalty: 3692.157715
	Iteration 23Q: 3 clusters Score -8891431 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
Score: -8891641.000000 Penalty: 3692.157715
	Iteration 24Q: 3 clusters Score -8891641 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 72149 members 
Entering Unmasked Estep 
Score: -8891787.000000 Penalty: 3692.157715
	Iteration 25Q: 3 clusters Score -8891787 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -8892002.000000 Penalty: 3692.157715
	Iteration 26Q: 3 clusters Score -8892002 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -8892194.000000 Penalty: 3692.157715
	Iteration 27Q: 3 clusters Score -8892194 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 74133 members 
Entering Unmasked Estep 
Score: -8892388.000000 Penalty: 3692.157715
	Iteration 28Q: 3 clusters Score -8892388 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -8892566.000000 Penalty: 3692.157715
	Iteration 29Q: 3 clusters Score -8892566 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -8892712.000000 Penalty: 3692.157715
	Iteration 30Q: 3 clusters Score -8892712 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -8892911.000000 Penalty: 3692.157715
	Iteration 31Q: 3 clusters Score -8892911 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -8893124.000000 Penalty: 3692.157715
	Iteration 32Q: 3 clusters Score -8893124 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 77200 members 
Entering Unmasked Estep 
Score: -8893286.000000 Penalty: 3692.157715
	Iteration 33Q: 3 clusters Score -8893286 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -8893492.000000 Penalty: 3692.157715
	Iteration 34Q: 3 clusters Score -8893492 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -8893612.000000 Penalty: 3692.157715
	Iteration 35Q: 3 clusters Score -8893612 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -8893751.000000 Penalty: 3692.157715
	Iteration 36Q: 3 clusters Score -8893751 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -8893843.000000 Penalty: 3692.157715
	Iteration 37Q: 3 clusters Score -8893843 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -8893989.000000 Penalty: 3692.157715
	Iteration 38Q: 3 clusters Score -8893989 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -8894079.000000 Penalty: 3692.157715
	Iteration 39Q: 3 clusters Score -8894079 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -8894193.000000 Penalty: 3692.157715
	Iteration 40F: 3 clusters Score -8894193 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -8894282.000000 Penalty: 3692.157715
	Iteration 41Q: 3 clusters Score -8894282 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -8894338.000000 Penalty: 3692.157715
	Iteration 42Q: 3 clusters Score -8894338 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -8894417.000000 Penalty: 3692.157715
	Iteration 43Q: 3 clusters Score -8894417 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -8894502.000000 Penalty: 3692.157715
	Iteration 44Q: 3 clusters Score -8894502 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -8894595.000000 Penalty: 3692.157715
	Iteration 45Q: 3 clusters Score -8894595 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -8894673.000000 Penalty: 3692.157715
	Iteration 46Q: 3 clusters Score -8894673 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -8894718.000000 Penalty: 3692.157715
	Iteration 47Q: 3 clusters Score -8894718 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -8894755.000000 Penalty: 3692.157715
	Iteration 48Q: 3 clusters Score -8894755 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -8894813.000000 Penalty: 3692.157715
	Iteration 49Q: 3 clusters Score -8894813 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -8894869.000000 Penalty: 3692.157715
	Iteration 50Q: 3 clusters Score -8894869 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -8894928.000000 Penalty: 3692.157715
	Iteration 51Q: 3 clusters Score -8894928 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -8894950.000000 Penalty: 3692.157715
	Iteration 52Q: 3 clusters Score -8894950 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -8895000.000000 Penalty: 3692.157715
	Iteration 53Q: 3 clusters Score -8895000 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -8895026.000000 Penalty: 3692.157715
	Iteration 54Q: 3 clusters Score -8895026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -8895034.000000 Penalty: 3692.157715
	Iteration 55Q: 3 clusters Score -8895034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -8895067.000000 Penalty: 3692.157715
	Iteration 56Q: 3 clusters Score -8895067 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -8895066.000000 Penalty: 3692.157715
	Iteration 57Q: 3 clusters Score -8895066 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -8895111.000000 Penalty: 3692.157715
	Iteration 58Q: 3 clusters Score -8895111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -8895130.000000 Penalty: 3692.157715
	Iteration 59Q: 3 clusters Score -8895130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -8895132.000000 Penalty: 3692.157715
	Iteration 60F: 3 clusters Score -8895132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -8895154.000000 Penalty: 3692.157715
	Iteration 61Q: 3 clusters Score -8895154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
Score: -8895160.000000 Penalty: 3692.157715
	Iteration 62Q: 3 clusters Score -8895160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -8895176.000000 Penalty: 3692.157715
	Iteration 63Q: 3 clusters Score -8895176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 83741 members 
Entering Unmasked Estep 
Score: -8895167.000000 Penalty: 3692.157715
	Iteration 64Q: 3 clusters Score -8895167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -8895166.000000 Penalty: 3692.157715
	Iteration 65Q: 3 clusters Score -8895166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -8895170.000000 Penalty: 3692.157715
	Iteration 66Q: 3 clusters Score -8895170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -8895181.000000 Penalty: 3692.157715
	Iteration 67Q: 3 clusters Score -8895181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -8895191.000000 Penalty: 3692.157715
	Iteration 68Q: 3 clusters Score -8895191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -8895195.000000 Penalty: 3692.157715
	Iteration 69Q: 3 clusters Score -8895195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -8895195.000000 Penalty: 3692.157715
	Iteration 70Q: 3 clusters Score -8895195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -8895192.000000 Penalty: 3692.157715
	Iteration 71Q: 3 clusters Score -8895192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -8895211.000000 Penalty: 3692.157715
	Iteration 72Q: 3 clusters Score -8895211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 83901 members 
Entering Unmasked Estep 
Score: -8895208.000000 Penalty: 3692.157715
	Iteration 73Q: 3 clusters Score -8895208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -8895202.000000 Penalty: 3692.157715
	Iteration 74Q: 3 clusters Score -8895202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -8895199.000000 Penalty: 3692.157715
	Iteration 75Q: 3 clusters Score -8895199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -8895201.000000 Penalty: 3692.157715
	Iteration 76Q: 3 clusters Score -8895201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -8895203.000000 Penalty: 3692.157715
	Iteration 77Q: 3 clusters Score -8895203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -8895211.000000 Penalty: 3692.157715
	Iteration 78Q: 3 clusters Score -8895211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -8895215.000000 Penalty: 3692.157715
	Iteration 79Q: 3 clusters Score -8895215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -8895221.000000 Penalty: 3692.157715
	Iteration 80F: 3 clusters Score -8895221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -8895223.000000 Penalty: 3692.157715
	Iteration 81Q: 3 clusters Score -8895223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -8895217.000000 Penalty: 3692.157715
	Iteration 82Q: 3 clusters Score -8895217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -8895224.000000 Penalty: 3692.157715
	Iteration 83Q: 3 clusters Score -8895224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -8895222.000000 Penalty: 3692.157715
	Iteration 84Q: 3 clusters Score -8895222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -8895225.000000 Penalty: 3692.157715
	Iteration 85Q: 3 clusters Score -8895225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -8895229.000000 Penalty: 3692.157715
	Iteration 86Q: 3 clusters Score -8895229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -8895226.000000 Penalty: 3692.157715
	Iteration 87Q: 3 clusters Score -8895226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 84075 members 
Entering Unmasked Estep 
Score: -8895226.000000 Penalty: 3692.157715
	Iteration 88Q: 3 clusters Score -8895226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 84075 members 
Entering Unmasked Estep 
Score: -8895226.000000 Penalty: 3692.157715
	Iteration 89F: 3 clusters Score -8895226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Entering Unmasked Estep 
Score: -5541951.500000 Penalty: 1776.618286
	Iteration 0F: 2 clusters Score -5541952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -5504546.500000 Penalty: 3553.236572
	Iteration 0F: 3 clusters Score -5504546 nChanged 26313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -5519388.500000 Penalty: 3553.236572
	Iteration 1F: 3 clusters Score -5519388 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -5520108.500000 Penalty: 3553.236572
	Iteration 2Q: 3 clusters Score -5520108 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -5521038.500000 Penalty: 3553.236572
	Iteration 3Q: 3 clusters Score -5521038 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5522300.500000 Penalty: 3553.236572
	Iteration 4Q: 3 clusters Score -5522300 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -5524150.000000 Penalty: 3553.236572
	Iteration 5F: 3 clusters Score -5524150 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -5526536.500000 Penalty: 3553.236572
	Iteration 6F: 3 clusters Score -5526536 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -5528913.500000 Penalty: 3553.236572
	Iteration 7F: 3 clusters Score -5528914 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -5530746.500000 Penalty: 3553.236572
	Iteration 8F: 3 clusters Score -5530746 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -5531839.500000 Penalty: 3553.236572
	Iteration 9Q: 3 clusters Score -5531840 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -5532384.500000 Penalty: 3553.236572
	Iteration 10Q: 3 clusters Score -5532384 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -5532678.000000 Penalty: 3553.236572
	Iteration 11Q: 3 clusters Score -5532678 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -5532833.500000 Penalty: 3553.236572
	Iteration 12Q: 3 clusters Score -5532834 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -5532934.500000 Penalty: 3553.236572
	Iteration 13Q: 3 clusters Score -5532934 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -5532996.500000 Penalty: 3553.236572
	Iteration 14Q: 3 clusters Score -5532996 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -5533034.500000 Penalty: 3553.236572
	Iteration 15Q: 3 clusters Score -5533034 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -5533061.500000 Penalty: 3553.236572
	Iteration 16Q: 3 clusters Score -5533062 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -5533095.500000 Penalty: 3553.236572
	Iteration 17Q: 3 clusters Score -5533096 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -5533148.000000 Penalty: 3553.236572
	Iteration 18Q: 3 clusters Score -5533148 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -5533171.000000 Penalty: 3553.236572
	Iteration 19Q: 3 clusters Score -5533171 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -5533166.000000 Penalty: 3553.236572
	Iteration 20F: 3 clusters Score -5533166 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -5533208.000000 Penalty: 3553.236572
	Iteration 21Q: 3 clusters Score -5533208 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5533237.500000 Penalty: 3553.236572
	Iteration 22Q: 3 clusters Score -5533238 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -5533276.000000 Penalty: 3553.236572
	Iteration 23Q: 3 clusters Score -5533276 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -5533318.000000 Penalty: 3553.236572
	Iteration 24Q: 3 clusters Score -5533318 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -5533344.500000 Penalty: 3553.236572
	Iteration 25Q: 3 clusters Score -5533344 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -5533398.000000 Penalty: 3553.236572
	Iteration 26Q: 3 clusters Score -5533398 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -5533448.000000 Penalty: 3553.236572
	Iteration 27Q: 3 clusters Score -5533448 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -5533516.000000 Penalty: 3553.236572
	Iteration 28Q: 3 clusters Score -5533516 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5533578.500000 Penalty: 3553.236572
	Iteration 29Q: 3 clusters Score -5533578 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -5533672.500000 Penalty: 3553.236572
	Iteration 30Q: 3 clusters Score -5533672 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -5533827.000000 Penalty: 3553.236572
	Iteration 31Q: 3 clusters Score -5533827 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -5534077.500000 Penalty: 3553.236572
	Iteration 32Q: 3 clusters Score -5534078 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -5534587.500000 Penalty: 3553.236572
	Iteration 33Q: 3 clusters Score -5534588 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -5536168.500000 Penalty: 3553.236572
	Iteration 34Q: 3 clusters Score -5536168 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -5537979.000000 Penalty: 3553.236572
	Iteration 35Q: 3 clusters Score -5537979 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -5539091.000000 Penalty: 3553.236572
	Iteration 36Q: 3 clusters Score -5539091 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -5539302.000000 Penalty: 3553.236572
	Iteration 37Q: 3 clusters Score -5539302 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -5539479.000000 Penalty: 3553.236572
	Iteration 38Q: 3 clusters Score -5539479 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -5539592.500000 Penalty: 3553.236572
	Iteration 39Q: 3 clusters Score -5539592 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -5539682.500000 Penalty: 3553.236572
	Iteration 40F: 3 clusters Score -5539682 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -5539795.500000 Penalty: 3553.236572
	Iteration 41Q: 3 clusters Score -5539796 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -5539823.500000 Penalty: 3553.236572
	Iteration 42Q: 3 clusters Score -5539824 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -5539914.000000 Penalty: 3553.236572
	Iteration 43Q: 3 clusters Score -5539914 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -5539930.500000 Penalty: 3553.236572
	Iteration 44Q: 3 clusters Score -5539930 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -5539950.000000 Penalty: 3553.236572
	Iteration 45Q: 3 clusters Score -5539950 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -5540000.500000 Penalty: 3553.236572
	Iteration 46Q: 3 clusters Score -5540000 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -5539997.000000 Penalty: 3553.236572
	Iteration 47Q: 3 clusters Score -5539997 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -5540011.500000 Penalty: 3553.236572
	Iteration 48Q: 3 clusters Score -5540012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -5540046.000000 Penalty: 3553.236572
	Iteration 49Q: 3 clusters Score -5540046 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -5540081.000000 Penalty: 3553.236572
	Iteration 50Q: 3 clusters Score -5540081 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -5540092.000000 Penalty: 3553.236572
	Iteration 51Q: 3 clusters Score -5540092 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -5540100.000000 Penalty: 3553.236572
	Iteration 52Q: 3 clusters Score -5540100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -5540122.500000 Penalty: 3553.236572
	Iteration 53Q: 3 clusters Score -5540122 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -5540117.000000 Penalty: 3553.236572
	Iteration 54Q: 3 clusters Score -5540117 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5540138.500000 Penalty: 3553.236572
	Iteration 55Q: 3 clusters Score -5540138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -5540165.000000 Penalty: 3553.236572
	Iteration 56Q: 3 clusters Score -5540165 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -5540187.500000 Penalty: 3553.236572
	Iteration 57Q: 3 clusters Score -5540188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5540205.000000 Penalty: 3553.236572
	Iteration 58Q: 3 clusters Score -5540205 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5540245.000000 Penalty: 3553.236572
	Iteration 59Q: 3 clusters Score -5540245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -5540249.500000 Penalty: 3553.236572
	Iteration 60F: 3 clusters Score -5540250 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5540264.000000 Penalty: 3553.236572
	Iteration 61Q: 3 clusters Score -5540264 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5540277.000000 Penalty: 3553.236572
	Iteration 62Q: 3 clusters Score -5540277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -5540279.500000 Penalty: 3553.236572
	Iteration 63Q: 3 clusters Score -5540280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -5540280.000000 Penalty: 3553.236572
	Iteration 64Q: 3 clusters Score -5540280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5540311.000000 Penalty: 3553.236572
	Iteration 65Q: 3 clusters Score -5540311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5540318.000000 Penalty: 3553.236572
	Iteration 66Q: 3 clusters Score -5540318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5540305.500000 Penalty: 3553.236572
	Iteration 67Q: 3 clusters Score -5540306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -5540308.500000 Penalty: 3553.236572
	Iteration 68Q: 3 clusters Score -5540308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5540312.500000 Penalty: 3553.236572
	Iteration 69Q: 3 clusters Score -5540312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -5540320.500000 Penalty: 3553.236572
	Iteration 70Q: 3 clusters Score -5540320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5540328.500000 Penalty: 3553.236572
	Iteration 71Q: 3 clusters Score -5540328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5540344.000000 Penalty: 3553.236572
	Iteration 72Q: 3 clusters Score -5540344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5540353.000000 Penalty: 3553.236572
	Iteration 73Q: 3 clusters Score -5540353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5540352.000000 Penalty: 3553.236572
	Iteration 74Q: 3 clusters Score -5540352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5540357.500000 Penalty: 3553.236572
	Iteration 75Q: 3 clusters Score -5540358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5540368.500000 Penalty: 3553.236572
	Iteration 76Q: 3 clusters Score -5540368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5540375.500000 Penalty: 3553.236572
	Iteration 77Q: 3 clusters Score -5540376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -5540373.000000 Penalty: 3553.236572
	Iteration 78Q: 3 clusters Score -5540373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5540375.000000 Penalty: 3553.236572
	Iteration 79Q: 3 clusters Score -5540375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5540382.000000 Penalty: 3553.236572
	Iteration 80F: 3 clusters Score -5540382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -5540391.000000 Penalty: 3553.236572
	Iteration 81Q: 3 clusters Score -5540391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5540388.000000 Penalty: 3553.236572
	Iteration 82Q: 3 clusters Score -5540388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5540381.500000 Penalty: 3553.236572
	Iteration 83Q: 3 clusters Score -5540382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5540397.000000 Penalty: 3553.236572
	Iteration 84Q: 3 clusters Score -5540397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5540394.500000 Penalty: 3553.236572
	Iteration 85Q: 3 clusters Score -5540394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5540398.000000 Penalty: 3553.236572
	Iteration 86Q: 3 clusters Score -5540398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5540399.500000 Penalty: 3553.236572
	Iteration 87Q: 3 clusters Score -5540400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -5540399.000000 Penalty: 3553.236572
	Iteration 88Q: 3 clusters Score -5540399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5540397.000000 Penalty: 3553.236572
	Iteration 89Q: 3 clusters Score -5540397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5540406.500000 Penalty: 3553.236572
	Iteration 90Q: 3 clusters Score -5540406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -5540402.500000 Penalty: 3553.236572
	Iteration 91Q: 3 clusters Score -5540402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -5540401.000000 Penalty: 3553.236572
	Iteration 92Q: 3 clusters Score -5540401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5540402.500000 Penalty: 3553.236572
	Iteration 93Q: 3 clusters Score -5540402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5540406.500000 Penalty: 3553.236572
	Iteration 94Q: 3 clusters Score -5540406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5540404.500000 Penalty: 3553.236572
	Iteration 95Q: 3 clusters Score -5540404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5540407.500000 Penalty: 3553.236572
	Iteration 96Q: 3 clusters Score -5540408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5540409.500000 Penalty: 3553.236572
	Iteration 97Q: 3 clusters Score -5540410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5540407.500000 Penalty: 3553.236572
	Iteration 98Q: 3 clusters Score -5540408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5540411.000000 Penalty: 3553.236572
	Iteration 99Q: 3 clusters Score -5540411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5540414.500000 Penalty: 3553.236572
	Iteration 100F: 3 clusters Score -5540414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5540414.000000 Penalty: 3553.236572
	Iteration 101Q: 3 clusters Score -5540414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5540414.000000 Penalty: 3553.236572
	Iteration 102Q: 3 clusters Score -5540414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5540417.000000 Penalty: 3553.236572
	Iteration 103Q: 3 clusters Score -5540417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5540417.000000 Penalty: 3553.236572
	Iteration 104F: 3 clusters Score -5540417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -194900.156250 Penalty: 1235.065430
	Iteration 0F: 2 clusters Score -194900.2 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 1014 members 
Entering Unmasked Estep 
Score: -192834.328125 Penalty: 2470.130859
	Iteration 0F: 3 clusters Score -192834.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -193280.671875 Penalty: 2470.130859
	Iteration 1F: 3 clusters Score -193280.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -193408.875000 Penalty: 2470.130859
	Iteration 2F: 3 clusters Score -193408.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -193484.000000 Penalty: 2470.130859
	Iteration 3F: 3 clusters Score -193484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -193535.562500 Penalty: 2470.130859
	Iteration 4Q: 3 clusters Score -193535.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -193587.500000 Penalty: 2470.130859
	Iteration 5Q: 3 clusters Score -193587.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -193639.781250 Penalty: 2470.130859
	Iteration 6Q: 3 clusters Score -193639.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -193700.890625 Penalty: 2470.130859
	Iteration 7Q: 3 clusters Score -193700.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -193747.843750 Penalty: 2470.130859
	Iteration 8Q: 3 clusters Score -193747.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -193788.640625 Penalty: 2470.130859
	Iteration 9Q: 3 clusters Score -193788.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -193831.421875 Penalty: 2470.130859
	Iteration 10Q: 3 clusters Score -193831.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -193874.203125 Penalty: 2470.130859
	Iteration 11Q: 3 clusters Score -193874.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -193911.171875 Penalty: 2470.130859
	Iteration 12Q: 3 clusters Score -193911.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -193947.640625 Penalty: 2470.130859
	Iteration 13Q: 3 clusters Score -193947.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -193975.062500 Penalty: 2470.130859
	Iteration 14Q: 3 clusters Score -193975.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -193993.437500 Penalty: 2470.130859
	Iteration 15Q: 3 clusters Score -193993.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -194010.234375 Penalty: 2470.130859
	Iteration 16Q: 3 clusters Score -194010.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -194025.687500 Penalty: 2470.130859
	Iteration 17Q: 3 clusters Score -194025.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -194036.906250 Penalty: 2470.130859
	Iteration 18Q: 3 clusters Score -194036.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -194048.750000 Penalty: 2470.130859
	Iteration 19Q: 3 clusters Score -194048.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -194059.687500 Penalty: 2470.130859
	Iteration 20F: 3 clusters Score -194059.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -194077.500000 Penalty: 2470.130859
	Iteration 21Q: 3 clusters Score -194077.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -194088.171875 Penalty: 2470.130859
	Iteration 22Q: 3 clusters Score -194088.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -194095.453125 Penalty: 2470.130859
	Iteration 23Q: 3 clusters Score -194095.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -194102.031250 Penalty: 2470.130859
	Iteration 24Q: 3 clusters Score -194102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -194108.984375 Penalty: 2470.130859
	Iteration 25Q: 3 clusters Score -194109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -194113.718750 Penalty: 2470.130859
	Iteration 26Q: 3 clusters Score -194113.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -194120.859375 Penalty: 2470.130859
	Iteration 27Q: 3 clusters Score -194120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -194124.281250 Penalty: 2470.130859
	Iteration 28Q: 3 clusters Score -194124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -194127.562500 Penalty: 2470.130859
	Iteration 29Q: 3 clusters Score -194127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -194128.468750 Penalty: 2470.130859
	Iteration 30Q: 3 clusters Score -194128.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -194129.890625 Penalty: 2470.130859
	Iteration 31Q: 3 clusters Score -194129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -194131.406250 Penalty: 2470.130859
	Iteration 32Q: 3 clusters Score -194131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -194131.859375 Penalty: 2470.130859
	Iteration 33Q: 3 clusters Score -194131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -194132.859375 Penalty: 2470.130859
	Iteration 34Q: 3 clusters Score -194132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -194133.984375 Penalty: 2470.130859
	Iteration 35Q: 3 clusters Score -194134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -194135.093750 Penalty: 2470.130859
	Iteration 36Q: 3 clusters Score -194135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -194136.187500 Penalty: 2470.130859
	Iteration 37Q: 3 clusters Score -194136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -194137.296875 Penalty: 2470.130859
	Iteration 38Q: 3 clusters Score -194137.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -194139.250000 Penalty: 2470.130859
	Iteration 39Q: 3 clusters Score -194139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -194139.750000 Penalty: 2470.130859
	Iteration 40F: 3 clusters Score -194139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (282329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282329 members 
Entering Unmasked Estep 
Score: -28704734.000000 Penalty: 2039.509521
	Iteration 0F: 2 clusters Score -2.870473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141283 members 
Mstep: Class 2 contains 141046 members 
Entering Unmasked Estep 
Score: -28519982.000000 Penalty: 4079.019043
	Iteration 0F: 3 clusters Score -2.851998e+07 nChanged 137527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141178 members 
Mstep: Class 2 contains 141151 members 
Entering Unmasked Estep 
Score: -28601704.000000 Penalty: 4079.019043
	Iteration 1F: 3 clusters Score -2.86017e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141945 members 
Mstep: Class 2 contains 140384 members 
Entering Unmasked Estep 
Score: -28602980.000000 Penalty: 4079.019043
	Iteration 2Q: 3 clusters Score -2.860298e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143117 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -28604402.000000 Penalty: 4079.019043
	Iteration 3Q: 3 clusters Score -2.86044e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144854 members 
Mstep: Class 2 contains 137475 members 
Entering Unmasked Estep 
Score: -28606710.000000 Penalty: 4079.019043
	Iteration 4Q: 3 clusters Score -2.860671e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147642 members 
Mstep: Class 2 contains 134687 members 
Entering Unmasked Estep 
Score: -28609674.000000 Penalty: 4079.019043
	Iteration 5Q: 3 clusters Score -2.860967e+07 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 130125 members 
Entering Unmasked Estep 
Score: -28614476.000000 Penalty: 4079.019043
	Iteration 6Q: 3 clusters Score -2.861448e+07 nChanged 14326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159226 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -28621796.000000 Penalty: 4079.019043
	Iteration 7F: 3 clusters Score -2.86218e+07 nChanged 17154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168820 members 
Mstep: Class 2 contains 113509 members 
Entering Unmasked Estep 
Score: -28633008.000000 Penalty: 4079.019043
	Iteration 8F: 3 clusters Score -2.863301e+07 nChanged 19052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179916 members 
Mstep: Class 2 contains 102413 members 
Entering Unmasked Estep 
Score: -28647632.000000 Penalty: 4079.019043
	Iteration 9F: 3 clusters Score -2.864763e+07 nChanged 17997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189601 members 
Mstep: Class 2 contains 92728 members 
Entering Unmasked Estep 
Score: -28661414.000000 Penalty: 4079.019043
	Iteration 10F: 3 clusters Score -2.866141e+07 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196681 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -28669520.000000 Penalty: 4079.019043
	Iteration 11F: 3 clusters Score -2.866952e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201876 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -28672962.000000 Penalty: 4079.019043
	Iteration 12Q: 3 clusters Score -2.867296e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206566 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -28674854.000000 Penalty: 4079.019043
	Iteration 13Q: 3 clusters Score -2.867485e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210919 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -28676212.000000 Penalty: 4079.019043
	Iteration 14Q: 3 clusters Score -2.867621e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215163 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -28677332.000000 Penalty: 4079.019043
	Iteration 15Q: 3 clusters Score -2.867733e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219402 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -28678860.000000 Penalty: 4079.019043
	Iteration 16Q: 3 clusters Score -2.867886e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223614 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -28680526.000000 Penalty: 4079.019043
	Iteration 17Q: 3 clusters Score -2.868053e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227674 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -28682198.000000 Penalty: 4079.019043
	Iteration 18Q: 3 clusters Score -2.86822e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231562 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -28683626.000000 Penalty: 4079.019043
	Iteration 19Q: 3 clusters Score -2.868363e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235262 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -28685042.000000 Penalty: 4079.019043
	Iteration 20F: 3 clusters Score -2.868504e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238845 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -28686474.000000 Penalty: 4079.019043
	Iteration 21Q: 3 clusters Score -2.868647e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242308 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -28687960.000000 Penalty: 4079.019043
	Iteration 22Q: 3 clusters Score -2.868796e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245685 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -28689364.000000 Penalty: 4079.019043
	Iteration 23Q: 3 clusters Score -2.868936e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248939 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -28690536.000000 Penalty: 4079.019043
	Iteration 24Q: 3 clusters Score -2.869054e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251951 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -28691744.000000 Penalty: 4079.019043
	Iteration 25Q: 3 clusters Score -2.869174e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254863 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -28693024.000000 Penalty: 4079.019043
	Iteration 26Q: 3 clusters Score -2.869302e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257685 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -28694236.000000 Penalty: 4079.019043
	Iteration 27Q: 3 clusters Score -2.869424e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260327 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -28695458.000000 Penalty: 4079.019043
	Iteration 28Q: 3 clusters Score -2.869546e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262810 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -28696528.000000 Penalty: 4079.019043
	Iteration 29Q: 3 clusters Score -2.869653e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265017 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -28697524.000000 Penalty: 4079.019043
	Iteration 30Q: 3 clusters Score -2.869752e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266996 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -28698558.000000 Penalty: 4079.019043
	Iteration 31Q: 3 clusters Score -2.869856e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268793 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -28699324.000000 Penalty: 4079.019043
	Iteration 32Q: 3 clusters Score -2.869932e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270319 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -28700046.000000 Penalty: 4079.019043
	Iteration 33Q: 3 clusters Score -2.870005e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271670 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -28700576.000000 Penalty: 4079.019043
	Iteration 34Q: 3 clusters Score -2.870058e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272848 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -28701066.000000 Penalty: 4079.019043
	Iteration 35Q: 3 clusters Score -2.870107e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273866 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -28701440.000000 Penalty: 4079.019043
	Iteration 36Q: 3 clusters Score -2.870144e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274728 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -28701856.000000 Penalty: 4079.019043
	Iteration 37Q: 3 clusters Score -2.870186e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275452 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -28702204.000000 Penalty: 4079.019043
	Iteration 38Q: 3 clusters Score -2.87022e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276047 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -28702352.000000 Penalty: 4079.019043
	Iteration 39Q: 3 clusters Score -2.870235e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276584 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -28702578.000000 Penalty: 4079.019043
	Iteration 40F: 3 clusters Score -2.870258e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277078 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -28702752.000000 Penalty: 4079.019043
	Iteration 41Q: 3 clusters Score -2.870275e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277495 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -28702960.000000 Penalty: 4079.019043
	Iteration 42Q: 3 clusters Score -2.870296e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277847 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -28703022.000000 Penalty: 4079.019043
	Iteration 43Q: 3 clusters Score -2.870302e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278157 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -28703120.000000 Penalty: 4079.019043
	Iteration 44Q: 3 clusters Score -2.870312e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278368 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -28703236.000000 Penalty: 4079.019043
	Iteration 45Q: 3 clusters Score -2.870324e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278535 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -28703212.000000 Penalty: 4079.019043
	Iteration 46Q: 3 clusters Score -2.870321e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278684 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -28703304.000000 Penalty: 4079.019043
	Iteration 47Q: 3 clusters Score -2.87033e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278806 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -28703366.000000 Penalty: 4079.019043
	Iteration 48Q: 3 clusters Score -2.870337e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278918 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -28703384.000000 Penalty: 4079.019043
	Iteration 49Q: 3 clusters Score -2.870338e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279001 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -28703412.000000 Penalty: 4079.019043
	Iteration 50Q: 3 clusters Score -2.870341e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279088 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -28703408.000000 Penalty: 4079.019043
	Iteration 51Q: 3 clusters Score -2.870341e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279165 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -28703412.000000 Penalty: 4079.019043
	Iteration 52Q: 3 clusters Score -2.870341e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279243 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -28703400.000000 Penalty: 4079.019043
	Iteration 53Q: 3 clusters Score -2.87034e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279306 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -28703436.000000 Penalty: 4079.019043
	Iteration 54Q: 3 clusters Score -2.870344e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279368 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -28703408.000000 Penalty: 4079.019043
	Iteration 55Q: 3 clusters Score -2.870341e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279410 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -28703422.000000 Penalty: 4079.019043
	Iteration 56Q: 3 clusters Score -2.870342e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279452 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -28703452.000000 Penalty: 4079.019043
	Iteration 57Q: 3 clusters Score -2.870345e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279480 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -28703446.000000 Penalty: 4079.019043
	Iteration 58Q: 3 clusters Score -2.870345e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279511 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -28703450.000000 Penalty: 4079.019043
	Iteration 59Q: 3 clusters Score -2.870345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279526 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -28703462.000000 Penalty: 4079.019043
	Iteration 60F: 3 clusters Score -2.870346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279540 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -28703466.000000 Penalty: 4079.019043
	Iteration 61Q: 3 clusters Score -2.870347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279552 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -28703476.000000 Penalty: 4079.019043
	Iteration 62Q: 3 clusters Score -2.870348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279565 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -28703470.000000 Penalty: 4079.019043
	Iteration 63Q: 3 clusters Score -2.870347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279575 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -28703458.000000 Penalty: 4079.019043
	Iteration 64Q: 3 clusters Score -2.870346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279581 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -28703488.000000 Penalty: 4079.019043
	Iteration 65Q: 3 clusters Score -2.870349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279592 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -28703498.000000 Penalty: 4079.019043
	Iteration 66Q: 3 clusters Score -2.87035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279603 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -28703502.000000 Penalty: 4079.019043
	Iteration 67Q: 3 clusters Score -2.87035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279613 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -28703524.000000 Penalty: 4079.019043
	Iteration 68Q: 3 clusters Score -2.870352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279632 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -28703530.000000 Penalty: 4079.019043
	Iteration 69Q: 3 clusters Score -2.870353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279643 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -28703540.000000 Penalty: 4079.019043
	Iteration 70Q: 3 clusters Score -2.870354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279650 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -28703542.000000 Penalty: 4079.019043
	Iteration 71Q: 3 clusters Score -2.870354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279658 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -28703534.000000 Penalty: 4079.019043
	Iteration 72Q: 3 clusters Score -2.870353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279675 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -28703534.000000 Penalty: 4079.019043
	Iteration 73Q: 3 clusters Score -2.870353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279685 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -28703562.000000 Penalty: 4079.019043
	Iteration 74Q: 3 clusters Score -2.870356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279703 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -28703540.000000 Penalty: 4079.019043
	Iteration 75Q: 3 clusters Score -2.870354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279720 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -28703528.000000 Penalty: 4079.019043
	Iteration 76Q: 3 clusters Score -2.870353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279741 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -28703522.000000 Penalty: 4079.019043
	Iteration 77Q: 3 clusters Score -2.870352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279754 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -28703532.000000 Penalty: 4079.019043
	Iteration 78Q: 3 clusters Score -2.870353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279767 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -28703540.000000 Penalty: 4079.019043
	Iteration 79Q: 3 clusters Score -2.870354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279783 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -28703546.000000 Penalty: 4079.019043
	Iteration 80F: 3 clusters Score -2.870355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279793 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -28703546.000000 Penalty: 4079.019043
	Iteration 81Q: 3 clusters Score -2.870355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279804 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -28703558.000000 Penalty: 4079.019043
	Iteration 82Q: 3 clusters Score -2.870356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279816 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -28703576.000000 Penalty: 4079.019043
	Iteration 83Q: 3 clusters Score -2.870358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279825 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -28703568.000000 Penalty: 4079.019043
	Iteration 84Q: 3 clusters Score -2.870357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279829 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -28703552.000000 Penalty: 4079.019043
	Iteration 85Q: 3 clusters Score -2.870355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279836 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -28703552.000000 Penalty: 4079.019043
	Iteration 86Q: 3 clusters Score -2.870355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279842 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -28703550.000000 Penalty: 4079.019043
	Iteration 87Q: 3 clusters Score -2.870355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279850 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -28703526.000000 Penalty: 4079.019043
	Iteration 88Q: 3 clusters Score -2.870353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279856 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -28703532.000000 Penalty: 4079.019043
	Iteration 89Q: 3 clusters Score -2.870353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279863 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -28703528.000000 Penalty: 4079.019043
	Iteration 90Q: 3 clusters Score -2.870353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279869 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -28703530.000000 Penalty: 4079.019043
	Iteration 91Q: 3 clusters Score -2.870353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279873 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -28703542.000000 Penalty: 4079.019043
	Iteration 92Q: 3 clusters Score -2.870354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279877 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -28703546.000000 Penalty: 4079.019043
	Iteration 93Q: 3 clusters Score -2.870355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279882 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -28703546.000000 Penalty: 4079.019043
	Iteration 94Q: 3 clusters Score -2.870355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279886 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -28703550.000000 Penalty: 4079.019043
	Iteration 95Q: 3 clusters Score -2.870355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279887 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -28703550.000000 Penalty: 4079.019043
	Iteration 96Q: 3 clusters Score -2.870355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279887 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -28703550.000000 Penalty: 4079.019043
	Iteration 97F: 3 clusters Score -2.870355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -302560.750000 Penalty: 1293.325562
	Iteration 0F: 2 clusters Score -302560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -299930.812500 Penalty: 2586.651123
	Iteration 0F: 3 clusters Score -299930.8 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -300494.031250 Penalty: 2586.651123
	Iteration 1F: 3 clusters Score -300494 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -300605.468750 Penalty: 2586.651123
	Iteration 2F: 3 clusters Score -300605.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -300671.562500 Penalty: 2586.651123
	Iteration 3Q: 3 clusters Score -300671.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -300727.062500 Penalty: 2586.651123
	Iteration 4Q: 3 clusters Score -300727.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -300767.500000 Penalty: 2586.651123
	Iteration 5Q: 3 clusters Score -300767.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -300797.281250 Penalty: 2586.651123
	Iteration 6Q: 3 clusters Score -300797.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -300817.812500 Penalty: 2586.651123
	Iteration 7Q: 3 clusters Score -300817.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -300829.875000 Penalty: 2586.651123
	Iteration 8Q: 3 clusters Score -300829.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -300837.468750 Penalty: 2586.651123
	Iteration 9Q: 3 clusters Score -300837.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -300846.031250 Penalty: 2586.651123
	Iteration 10Q: 3 clusters Score -300846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -300851.781250 Penalty: 2586.651123
	Iteration 11Q: 3 clusters Score -300851.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -300858.281250 Penalty: 2586.651123
	Iteration 12Q: 3 clusters Score -300858.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -300863.531250 Penalty: 2586.651123
	Iteration 13Q: 3 clusters Score -300863.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -300868.625000 Penalty: 2586.651123
	Iteration 14Q: 3 clusters Score -300868.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -300875.062500 Penalty: 2586.651123
	Iteration 15Q: 3 clusters Score -300875.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -300880.875000 Penalty: 2586.651123
	Iteration 16Q: 3 clusters Score -300880.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -300887.437500 Penalty: 2586.651123
	Iteration 17Q: 3 clusters Score -300887.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -300895.718750 Penalty: 2586.651123
	Iteration 18Q: 3 clusters Score -300895.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -300900.125000 Penalty: 2586.651123
	Iteration 19Q: 3 clusters Score -300900.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -300905.406250 Penalty: 2586.651123
	Iteration 20F: 3 clusters Score -300905.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -300911.593750 Penalty: 2586.651123
	Iteration 21Q: 3 clusters Score -300911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -300914.843750 Penalty: 2586.651123
	Iteration 22Q: 3 clusters Score -300914.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -300918.875000 Penalty: 2586.651123
	Iteration 23Q: 3 clusters Score -300918.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -300925.812500 Penalty: 2586.651123
	Iteration 24Q: 3 clusters Score -300925.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -300932.031250 Penalty: 2586.651123
	Iteration 25Q: 3 clusters Score -300932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -300941.937500 Penalty: 2586.651123
	Iteration 26Q: 3 clusters Score -300941.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -300949.375000 Penalty: 2586.651123
	Iteration 27Q: 3 clusters Score -300949.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -300957.218750 Penalty: 2586.651123
	Iteration 28Q: 3 clusters Score -300957.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -300963.000000 Penalty: 2586.651123
	Iteration 29Q: 3 clusters Score -300963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -300969.062500 Penalty: 2586.651123
	Iteration 30Q: 3 clusters Score -300969.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -300977.250000 Penalty: 2586.651123
	Iteration 31Q: 3 clusters Score -300977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -300981.843750 Penalty: 2586.651123
	Iteration 32Q: 3 clusters Score -300981.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -300987.562500 Penalty: 2586.651123
	Iteration 33Q: 3 clusters Score -300987.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -300992.937500 Penalty: 2586.651123
	Iteration 34Q: 3 clusters Score -300992.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -300996.656250 Penalty: 2586.651123
	Iteration 35Q: 3 clusters Score -300996.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -300999.312500 Penalty: 2586.651123
	Iteration 36Q: 3 clusters Score -300999.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -301001.937500 Penalty: 2586.651123
	Iteration 37Q: 3 clusters Score -301001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -301005.375000 Penalty: 2586.651123
	Iteration 38Q: 3 clusters Score -301005.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -301009.312500 Penalty: 2586.651123
	Iteration 39Q: 3 clusters Score -301009.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -301016.593750 Penalty: 2586.651123
	Iteration 40F: 3 clusters Score -301016.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -301022.687500 Penalty: 2586.651123
	Iteration 41Q: 3 clusters Score -301022.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -301030.625000 Penalty: 2586.651123
	Iteration 42Q: 3 clusters Score -301030.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -301035.843750 Penalty: 2586.651123
	Iteration 43Q: 3 clusters Score -301035.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -301042.656250 Penalty: 2586.651123
	Iteration 44Q: 3 clusters Score -301042.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -301048.406250 Penalty: 2586.651123
	Iteration 45Q: 3 clusters Score -301048.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -301055.937500 Penalty: 2586.651123
	Iteration 46Q: 3 clusters Score -301055.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -301062.312500 Penalty: 2586.651123
	Iteration 47Q: 3 clusters Score -301062.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -301069.187500 Penalty: 2586.651123
	Iteration 48Q: 3 clusters Score -301069.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -301076.125000 Penalty: 2586.651123
	Iteration 49Q: 3 clusters Score -301076.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -301083.687500 Penalty: 2586.651123
	Iteration 50Q: 3 clusters Score -301083.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -301091.562500 Penalty: 2586.651123
	Iteration 51Q: 3 clusters Score -301091.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -301099.468750 Penalty: 2586.651123
	Iteration 52Q: 3 clusters Score -301099.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -301110.031250 Penalty: 2586.651123
	Iteration 53Q: 3 clusters Score -301110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -301118.031250 Penalty: 2586.651123
	Iteration 54Q: 3 clusters Score -301118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -301123.843750 Penalty: 2586.651123
	Iteration 55Q: 3 clusters Score -301123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -301128.500000 Penalty: 2586.651123
	Iteration 56Q: 3 clusters Score -301128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -301132.718750 Penalty: 2586.651123
	Iteration 57Q: 3 clusters Score -301132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -301136.093750 Penalty: 2586.651123
	Iteration 58Q: 3 clusters Score -301136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -301139.750000 Penalty: 2586.651123
	Iteration 59Q: 3 clusters Score -301139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -301144.218750 Penalty: 2586.651123
	Iteration 60F: 3 clusters Score -301144.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -301149.812500 Penalty: 2586.651123
	Iteration 61Q: 3 clusters Score -301149.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -301153.781250 Penalty: 2586.651123
	Iteration 62Q: 3 clusters Score -301153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -301155.906250 Penalty: 2586.651123
	Iteration 63Q: 3 clusters Score -301155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -301160.375000 Penalty: 2586.651123
	Iteration 64Q: 3 clusters Score -301160.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -301161.656250 Penalty: 2586.651123
	Iteration 65Q: 3 clusters Score -301161.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -301164.687500 Penalty: 2586.651123
	Iteration 66Q: 3 clusters Score -301164.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -301170.062500 Penalty: 2586.651123
	Iteration 67Q: 3 clusters Score -301170.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -301173.156250 Penalty: 2586.651123
	Iteration 68Q: 3 clusters Score -301173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -301175.500000 Penalty: 2586.651123
	Iteration 69Q: 3 clusters Score -301175.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -301176.687500 Penalty: 2586.651123
	Iteration 70Q: 3 clusters Score -301176.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -301181.125000 Penalty: 2586.651123
	Iteration 71Q: 3 clusters Score -301181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -301188.125000 Penalty: 2586.651123
	Iteration 72Q: 3 clusters Score -301188.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -301195.906250 Penalty: 2586.651123
	Iteration 73Q: 3 clusters Score -301195.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -301203.093750 Penalty: 2586.651123
	Iteration 74Q: 3 clusters Score -301203.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -301210.625000 Penalty: 2586.651123
	Iteration 75Q: 3 clusters Score -301210.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -301215.468750 Penalty: 2586.651123
	Iteration 76Q: 3 clusters Score -301215.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -301221.875000 Penalty: 2586.651123
	Iteration 77Q: 3 clusters Score -301221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -301226.187500 Penalty: 2586.651123
	Iteration 78Q: 3 clusters Score -301226.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -301230.187500 Penalty: 2586.651123
	Iteration 79Q: 3 clusters Score -301230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -301236.468750 Penalty: 2586.651123
	Iteration 80F: 3 clusters Score -301236.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -301244.156250 Penalty: 2586.651123
	Iteration 81Q: 3 clusters Score -301244.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -301252.781250 Penalty: 2586.651123
	Iteration 82Q: 3 clusters Score -301252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -301257.218750 Penalty: 2586.651123
	Iteration 83Q: 3 clusters Score -301257.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -301265.031250 Penalty: 2586.651123
	Iteration 84Q: 3 clusters Score -301265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -301274.187500 Penalty: 2586.651123
	Iteration 85Q: 3 clusters Score -301274.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -301282.250000 Penalty: 2586.651123
	Iteration 86Q: 3 clusters Score -301282.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -301287.875000 Penalty: 2586.651123
	Iteration 87Q: 3 clusters Score -301287.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -301292.500000 Penalty: 2586.651123
	Iteration 88Q: 3 clusters Score -301292.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -301297.187500 Penalty: 2586.651123
	Iteration 89Q: 3 clusters Score -301297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -301299.281250 Penalty: 2586.651123
	Iteration 90Q: 3 clusters Score -301299.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -301303.718750 Penalty: 2586.651123
	Iteration 91Q: 3 clusters Score -301303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -301309.593750 Penalty: 2586.651123
	Iteration 92Q: 3 clusters Score -301309.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -301313.968750 Penalty: 2586.651123
	Iteration 93Q: 3 clusters Score -301314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -301319.312500 Penalty: 2586.651123
	Iteration 94Q: 3 clusters Score -301319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -301323.531250 Penalty: 2586.651123
	Iteration 95Q: 3 clusters Score -301323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -301328.281250 Penalty: 2586.651123
	Iteration 96Q: 3 clusters Score -301328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -301331.468750 Penalty: 2586.651123
	Iteration 97Q: 3 clusters Score -301331.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -301334.906250 Penalty: 2586.651123
	Iteration 98Q: 3 clusters Score -301334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -301336.968750 Penalty: 2586.651123
	Iteration 99Q: 3 clusters Score -301337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -301342.375000 Penalty: 2586.651123
	Iteration 100F: 3 clusters Score -301342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -301347.406250 Penalty: 2586.651123
	Iteration 101Q: 3 clusters Score -301347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -301350.562500 Penalty: 2586.651123
	Iteration 102Q: 3 clusters Score -301350.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -301353.187500 Penalty: 2586.651123
	Iteration 103Q: 3 clusters Score -301353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -301357.218750 Penalty: 2586.651123
	Iteration 104Q: 3 clusters Score -301357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -301359.625000 Penalty: 2586.651123
	Iteration 105Q: 3 clusters Score -301359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -301361.937500 Penalty: 2586.651123
	Iteration 106Q: 3 clusters Score -301361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -301363.843750 Penalty: 2586.651123
	Iteration 107Q: 3 clusters Score -301363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -301368.562500 Penalty: 2586.651123
	Iteration 108Q: 3 clusters Score -301368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -301373.468750 Penalty: 2586.651123
	Iteration 109Q: 3 clusters Score -301373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -301377.062500 Penalty: 2586.651123
	Iteration 110Q: 3 clusters Score -301377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -301381.718750 Penalty: 2586.651123
	Iteration 111Q: 3 clusters Score -301381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -301387.250000 Penalty: 2586.651123
	Iteration 112Q: 3 clusters Score -301387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -301391.500000 Penalty: 2586.651123
	Iteration 113Q: 3 clusters Score -301391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -301395.312500 Penalty: 2586.651123
	Iteration 114Q: 3 clusters Score -301395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -301397.250000 Penalty: 2586.651123
	Iteration 115Q: 3 clusters Score -301397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -301397.250000 Penalty: 2586.651123
	Iteration 116F: 3 clusters Score -301397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Entering Unmasked Estep 
Score: -4221483.000000 Penalty: 1725.799072
	Iteration 0F: 2 clusters Score -4221483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -4193907.000000 Penalty: 3451.598145
	Iteration 0F: 3 clusters Score -4193907 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4205050.000000 Penalty: 3451.598145
	Iteration 1F: 3 clusters Score -4205050 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4206115.000000 Penalty: 3451.598145
	Iteration 2F: 3 clusters Score -4206115 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4207657.500000 Penalty: 3451.598145
	Iteration 3F: 3 clusters Score -4207658 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -4209825.500000 Penalty: 3451.598145
	Iteration 4F: 3 clusters Score -4209826 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -4212377.000000 Penalty: 3451.598145
	Iteration 5F: 3 clusters Score -4212377 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4214858.000000 Penalty: 3451.598145
	Iteration 6F: 3 clusters Score -4214858 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -4216569.500000 Penalty: 3451.598145
	Iteration 7F: 3 clusters Score -4216570 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4217289.500000 Penalty: 3451.598145
	Iteration 8Q: 3 clusters Score -4217290 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -4217646.500000 Penalty: 3451.598145
	Iteration 9Q: 3 clusters Score -4217646 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -4217886.500000 Penalty: 3451.598145
	Iteration 10Q: 3 clusters Score -4217886 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4218033.500000 Penalty: 3451.598145
	Iteration 11Q: 3 clusters Score -4218034 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -4218189.500000 Penalty: 3451.598145
	Iteration 12Q: 3 clusters Score -4218190 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -4218351.000000 Penalty: 3451.598145
	Iteration 13Q: 3 clusters Score -4218351 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -4218462.000000 Penalty: 3451.598145
	Iteration 14Q: 3 clusters Score -4218462 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4218613.500000 Penalty: 3451.598145
	Iteration 15Q: 3 clusters Score -4218614 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4218739.500000 Penalty: 3451.598145
	Iteration 16Q: 3 clusters Score -4218740 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4218867.500000 Penalty: 3451.598145
	Iteration 17Q: 3 clusters Score -4218868 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4218984.500000 Penalty: 3451.598145
	Iteration 18Q: 3 clusters Score -4218984 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4219099.000000 Penalty: 3451.598145
	Iteration 19Q: 3 clusters Score -4219099 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4219198.500000 Penalty: 3451.598145
	Iteration 20F: 3 clusters Score -4219198 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4219299.000000 Penalty: 3451.598145
	Iteration 21Q: 3 clusters Score -4219299 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -4219407.000000 Penalty: 3451.598145
	Iteration 22Q: 3 clusters Score -4219407 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4219533.500000 Penalty: 3451.598145
	Iteration 23Q: 3 clusters Score -4219534 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4219660.000000 Penalty: 3451.598145
	Iteration 24Q: 3 clusters Score -4219660 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4219769.000000 Penalty: 3451.598145
	Iteration 25Q: 3 clusters Score -4219769 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4219871.500000 Penalty: 3451.598145
	Iteration 26Q: 3 clusters Score -4219872 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4219925.500000 Penalty: 3451.598145
	Iteration 27Q: 3 clusters Score -4219926 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4219968.000000 Penalty: 3451.598145
	Iteration 28Q: 3 clusters Score -4219968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4220022.000000 Penalty: 3451.598145
	Iteration 29Q: 3 clusters Score -4220022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4220069.000000 Penalty: 3451.598145
	Iteration 30Q: 3 clusters Score -4220069 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4220103.500000 Penalty: 3451.598145
	Iteration 31Q: 3 clusters Score -4220104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4220134.500000 Penalty: 3451.598145
	Iteration 32Q: 3 clusters Score -4220134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4220151.500000 Penalty: 3451.598145
	Iteration 33Q: 3 clusters Score -4220152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4220174.500000 Penalty: 3451.598145
	Iteration 34Q: 3 clusters Score -4220174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4220204.500000 Penalty: 3451.598145
	Iteration 35Q: 3 clusters Score -4220204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4220209.500000 Penalty: 3451.598145
	Iteration 36Q: 3 clusters Score -4220210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4220227.500000 Penalty: 3451.598145
	Iteration 37Q: 3 clusters Score -4220228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4220254.500000 Penalty: 3451.598145
	Iteration 38Q: 3 clusters Score -4220254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4220276.000000 Penalty: 3451.598145
	Iteration 39Q: 3 clusters Score -4220276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4220296.000000 Penalty: 3451.598145
	Iteration 40F: 3 clusters Score -4220296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4220306.000000 Penalty: 3451.598145
	Iteration 41Q: 3 clusters Score -4220306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4220324.500000 Penalty: 3451.598145
	Iteration 42Q: 3 clusters Score -4220324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4220331.500000 Penalty: 3451.598145
	Iteration 43Q: 3 clusters Score -4220332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4220338.000000 Penalty: 3451.598145
	Iteration 44Q: 3 clusters Score -4220338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4220345.500000 Penalty: 3451.598145
	Iteration 45Q: 3 clusters Score -4220346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4220353.000000 Penalty: 3451.598145
	Iteration 46Q: 3 clusters Score -4220353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4220350.000000 Penalty: 3451.598145
	Iteration 47Q: 3 clusters Score -4220350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4220348.000000 Penalty: 3451.598145
	Iteration 48Q: 3 clusters Score -4220348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4220356.500000 Penalty: 3451.598145
	Iteration 49Q: 3 clusters Score -4220356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4220359.000000 Penalty: 3451.598145
	Iteration 50Q: 3 clusters Score -4220359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4220358.000000 Penalty: 3451.598145
	Iteration 51Q: 3 clusters Score -4220358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4220363.000000 Penalty: 3451.598145
	Iteration 52Q: 3 clusters Score -4220363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4220361.000000 Penalty: 3451.598145
	Iteration 53Q: 3 clusters Score -4220361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4220364.000000 Penalty: 3451.598145
	Iteration 54Q: 3 clusters Score -4220364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4220362.000000 Penalty: 3451.598145
	Iteration 55Q: 3 clusters Score -4220362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4220365.500000 Penalty: 3451.598145
	Iteration 56Q: 3 clusters Score -4220366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4220365.500000 Penalty: 3451.598145
	Iteration 57F: 3 clusters Score -4220366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -497020.968750 Penalty: 1390.198364
	Iteration 0F: 2 clusters Score -497021 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 2584 members 
Entering Unmasked Estep 
Score: -492940.156250 Penalty: 2780.396729
	Iteration 0F: 3 clusters Score -492940.2 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -494172.187500 Penalty: 2780.396729
	Iteration 1F: 3 clusters Score -494172.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -494422.781250 Penalty: 2780.396729
	Iteration 2F: 3 clusters Score -494422.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -494660.031250 Penalty: 2780.396729
	Iteration 3F: 3 clusters Score -494660 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -494862.406250 Penalty: 2780.396729
	Iteration 4Q: 3 clusters Score -494862.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -495031.375000 Penalty: 2780.396729
	Iteration 5Q: 3 clusters Score -495031.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -495193.500000 Penalty: 2780.396729
	Iteration 6F: 3 clusters Score -495193.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -495367.093750 Penalty: 2780.396729
	Iteration 7Q: 3 clusters Score -495367.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -495566.812500 Penalty: 2780.396729
	Iteration 8F: 3 clusters Score -495566.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -495790.625000 Penalty: 2780.396729
	Iteration 9F: 3 clusters Score -495790.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -496021.187500 Penalty: 2780.396729
	Iteration 10F: 3 clusters Score -496021.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -496234.062500 Penalty: 2780.396729
	Iteration 11Q: 3 clusters Score -496234.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -496438.875000 Penalty: 2780.396729
	Iteration 12Q: 3 clusters Score -496438.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -496599.937500 Penalty: 2780.396729
	Iteration 13Q: 3 clusters Score -496599.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -496733.437500 Penalty: 2780.396729
	Iteration 14Q: 3 clusters Score -496733.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -496824.625000 Penalty: 2780.396729
	Iteration 15Q: 3 clusters Score -496824.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -496876.687500 Penalty: 2780.396729
	Iteration 16Q: 3 clusters Score -496876.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -496896.437500 Penalty: 2780.396729
	Iteration 17Q: 3 clusters Score -496896.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -496910.656250 Penalty: 2780.396729
	Iteration 18Q: 3 clusters Score -496910.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -496922.937500 Penalty: 2780.396729
	Iteration 19Q: 3 clusters Score -496922.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -496927.687500 Penalty: 2780.396729
	Iteration 20F: 3 clusters Score -496927.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -496931.093750 Penalty: 2780.396729
	Iteration 21Q: 3 clusters Score -496931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -496932.343750 Penalty: 2780.396729
	Iteration 22Q: 3 clusters Score -496932.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -496934.812500 Penalty: 2780.396729
	Iteration 23Q: 3 clusters Score -496934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -496937.062500 Penalty: 2780.396729
	Iteration 24Q: 3 clusters Score -496937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -496938.781250 Penalty: 2780.396729
	Iteration 25Q: 3 clusters Score -496938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -496940.062500 Penalty: 2780.396729
	Iteration 26Q: 3 clusters Score -496940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -496940.062500 Penalty: 2780.396729
	Iteration 27F: 3 clusters Score -496940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Entering Unmasked Estep 
Score: -6295136.500000 Penalty: 1790.220581
	Iteration 0F: 2 clusters Score -6295136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -6254293.500000 Penalty: 3580.441162
	Iteration 0F: 3 clusters Score -6254294 nChanged 28779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -6270818.000000 Penalty: 3580.441162
	Iteration 1F: 3 clusters Score -6270818 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -6271526.500000 Penalty: 3580.441162
	Iteration 2Q: 3 clusters Score -6271526 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -6272448.500000 Penalty: 3580.441162
	Iteration 3Q: 3 clusters Score -6272448 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -6273952.000000 Penalty: 3580.441162
	Iteration 4F: 3 clusters Score -6273952 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -6276566.000000 Penalty: 3580.441162
	Iteration 5F: 3 clusters Score -6276566 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -6280325.500000 Penalty: 3580.441162
	Iteration 6F: 3 clusters Score -6280326 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -6284932.500000 Penalty: 3580.441162
	Iteration 7F: 3 clusters Score -6284932 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -6288984.000000 Penalty: 3580.441162
	Iteration 8F: 3 clusters Score -6288984 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -6291446.000000 Penalty: 3580.441162
	Iteration 9Q: 3 clusters Score -6291446 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -6292626.000000 Penalty: 3580.441162
	Iteration 10Q: 3 clusters Score -6292626 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -6293136.000000 Penalty: 3580.441162
	Iteration 11Q: 3 clusters Score -6293136 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -6293334.000000 Penalty: 3580.441162
	Iteration 12Q: 3 clusters Score -6293334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -6293447.500000 Penalty: 3580.441162
	Iteration 13Q: 3 clusters Score -6293448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -6293488.500000 Penalty: 3580.441162
	Iteration 14Q: 3 clusters Score -6293488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -6293511.000000 Penalty: 3580.441162
	Iteration 15Q: 3 clusters Score -6293511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -6293531.000000 Penalty: 3580.441162
	Iteration 16Q: 3 clusters Score -6293531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -6293538.500000 Penalty: 3580.441162
	Iteration 17Q: 3 clusters Score -6293538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -6293553.000000 Penalty: 3580.441162
	Iteration 18Q: 3 clusters Score -6293553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -6293554.000000 Penalty: 3580.441162
	Iteration 19Q: 3 clusters Score -6293554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -6293561.000000 Penalty: 3580.441162
	Iteration 20F: 3 clusters Score -6293561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -6293562.000000 Penalty: 3580.441162
	Iteration 21Q: 3 clusters Score -6293562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -6293566.000000 Penalty: 3580.441162
	Iteration 22Q: 3 clusters Score -6293566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -6293566.000000 Penalty: 3580.441162
	Iteration 23F: 3 clusters Score -6293566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Entering Unmasked Estep 
Score: -277053.968750 Penalty: 1284.334473
	Iteration 0F: 2 clusters Score -277054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -274523.093750 Penalty: 2568.668945
	Iteration 0F: 3 clusters Score -274523.1 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -275150.750000 Penalty: 2568.668945
	Iteration 1F: 3 clusters Score -275150.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -275274.656250 Penalty: 2568.668945
	Iteration 2F: 3 clusters Score -275274.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -275346.343750 Penalty: 2568.668945
	Iteration 3Q: 3 clusters Score -275346.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -275409.468750 Penalty: 2568.668945
	Iteration 4Q: 3 clusters Score -275409.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -275460.406250 Penalty: 2568.668945
	Iteration 5Q: 3 clusters Score -275460.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -275511.656250 Penalty: 2568.668945
	Iteration 6Q: 3 clusters Score -275511.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -275576.625000 Penalty: 2568.668945
	Iteration 7Q: 3 clusters Score -275576.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -275627.437500 Penalty: 2568.668945
	Iteration 8Q: 3 clusters Score -275627.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -275668.593750 Penalty: 2568.668945
	Iteration 9Q: 3 clusters Score -275668.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -275709.312500 Penalty: 2568.668945
	Iteration 10Q: 3 clusters Score -275709.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -275744.375000 Penalty: 2568.668945
	Iteration 11Q: 3 clusters Score -275744.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -275769.218750 Penalty: 2568.668945
	Iteration 12Q: 3 clusters Score -275769.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -275793.687500 Penalty: 2568.668945
	Iteration 13Q: 3 clusters Score -275793.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -275820.750000 Penalty: 2568.668945
	Iteration 14Q: 3 clusters Score -275820.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -275855.656250 Penalty: 2568.668945
	Iteration 15Q: 3 clusters Score -275855.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -275877.000000 Penalty: 2568.668945
	Iteration 16Q: 3 clusters Score -275877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -275900.156250 Penalty: 2568.668945
	Iteration 17Q: 3 clusters Score -275900.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -275920.593750 Penalty: 2568.668945
	Iteration 18Q: 3 clusters Score -275920.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -275940.843750 Penalty: 2568.668945
	Iteration 19Q: 3 clusters Score -275940.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -275958.687500 Penalty: 2568.668945
	Iteration 20F: 3 clusters Score -275958.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -275976.687500 Penalty: 2568.668945
	Iteration 21Q: 3 clusters Score -275976.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -275996.750000 Penalty: 2568.668945
	Iteration 22Q: 3 clusters Score -275996.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -276015.687500 Penalty: 2568.668945
	Iteration 23Q: 3 clusters Score -276015.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -276036.125000 Penalty: 2568.668945
	Iteration 24Q: 3 clusters Score -276036.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -276055.343750 Penalty: 2568.668945
	Iteration 25Q: 3 clusters Score -276055.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -276066.093750 Penalty: 2568.668945
	Iteration 26Q: 3 clusters Score -276066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -276072.156250 Penalty: 2568.668945
	Iteration 27Q: 3 clusters Score -276072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -276076.187500 Penalty: 2568.668945
	Iteration 28Q: 3 clusters Score -276076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -276081.406250 Penalty: 2568.668945
	Iteration 29Q: 3 clusters Score -276081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -276083.531250 Penalty: 2568.668945
	Iteration 30Q: 3 clusters Score -276083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -276086.218750 Penalty: 2568.668945
	Iteration 31Q: 3 clusters Score -276086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -276090.468750 Penalty: 2568.668945
	Iteration 32Q: 3 clusters Score -276090.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -276095.312500 Penalty: 2568.668945
	Iteration 33Q: 3 clusters Score -276095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -276100.093750 Penalty: 2568.668945
	Iteration 34Q: 3 clusters Score -276100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -276102.750000 Penalty: 2568.668945
	Iteration 35Q: 3 clusters Score -276102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -276106.187500 Penalty: 2568.668945
	Iteration 36Q: 3 clusters Score -276106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -276107.531250 Penalty: 2568.668945
	Iteration 37Q: 3 clusters Score -276107.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -276109.968750 Penalty: 2568.668945
	Iteration 38Q: 3 clusters Score -276110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -276110.218750 Penalty: 2568.668945
	Iteration 39Q: 3 clusters Score -276110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -276111.656250 Penalty: 2568.668945
	Iteration 40F: 3 clusters Score -276111.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -276112.625000 Penalty: 2568.668945
	Iteration 41Q: 3 clusters Score -276112.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -276113.531250 Penalty: 2568.668945
	Iteration 42Q: 3 clusters Score -276113.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -276113.531250 Penalty: 2568.668945
	Iteration 43F: 3 clusters Score -276113.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (302944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302944 members 
Entering Unmasked Estep 
Score: -30742080.000000 Penalty: 2050.961914
	Iteration 0F: 2 clusters Score -3.074208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151383 members 
Mstep: Class 2 contains 151561 members 
Entering Unmasked Estep 
Score: -30546022.000000 Penalty: 4101.923828
	Iteration 0F: 3 clusters Score -3.054602e+07 nChanged 147910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 148371 members 
Entering Unmasked Estep 
Score: -30634764.000000 Penalty: 4101.923828
	Iteration 1F: 3 clusters Score -3.063476e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156384 members 
Mstep: Class 2 contains 146560 members 
Entering Unmasked Estep 
Score: -30635470.000000 Penalty: 4101.923828
	Iteration 2Q: 3 clusters Score -3.063547e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159106 members 
Mstep: Class 2 contains 143838 members 
Entering Unmasked Estep 
Score: -30636382.000000 Penalty: 4101.923828
	Iteration 3Q: 3 clusters Score -3.063638e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163261 members 
Mstep: Class 2 contains 139683 members 
Entering Unmasked Estep 
Score: -30637580.000000 Penalty: 4101.923828
	Iteration 4Q: 3 clusters Score -3.063758e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169631 members 
Mstep: Class 2 contains 133313 members 
Entering Unmasked Estep 
Score: -30639282.000000 Penalty: 4101.923828
	Iteration 5Q: 3 clusters Score -3.063928e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 123902 members 
Entering Unmasked Estep 
Score: -30642712.000000 Penalty: 4101.923828
	Iteration 6Q: 3 clusters Score -3.064271e+07 nChanged 14546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192416 members 
Mstep: Class 2 contains 110528 members 
Entering Unmasked Estep 
Score: -30649256.000000 Penalty: 4101.923828
	Iteration 7Q: 3 clusters Score -3.064926e+07 nChanged 18983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210489 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -30660158.000000 Penalty: 4101.923828
	Iteration 8F: 3 clusters Score -3.066016e+07 nChanged 22810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232673 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -30676928.000000 Penalty: 4101.923828
	Iteration 9F: 3 clusters Score -3.067693e+07 nChanged 22967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255286 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -30696710.000000 Penalty: 4101.923828
	Iteration 10F: 3 clusters Score -3.069671e+07 nChanged 18415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273455 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -30713396.000000 Penalty: 4101.923828
	Iteration 11F: 3 clusters Score -3.07134e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284946 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -30724482.000000 Penalty: 4101.923828
	Iteration 12Q: 3 clusters Score -3.072448e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291567 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -30730120.000000 Penalty: 4101.923828
	Iteration 13Q: 3 clusters Score -3.073012e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295381 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -30733892.000000 Penalty: 4101.923828
	Iteration 14Q: 3 clusters Score -3.073389e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297704 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -30736258.000000 Penalty: 4101.923828
	Iteration 15Q: 3 clusters Score -3.073626e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299265 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -30737718.000000 Penalty: 4101.923828
	Iteration 16Q: 3 clusters Score -3.073772e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300293 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -30738678.000000 Penalty: 4101.923828
	Iteration 17Q: 3 clusters Score -3.073868e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300916 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -30739286.000000 Penalty: 4101.923828
	Iteration 18Q: 3 clusters Score -3.073929e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301332 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -30739624.000000 Penalty: 4101.923828
	Iteration 19Q: 3 clusters Score -3.073962e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301601 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -30739820.000000 Penalty: 4101.923828
	Iteration 20F: 3 clusters Score -3.073982e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301781 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -30739912.000000 Penalty: 4101.923828
	Iteration 21Q: 3 clusters Score -3.073991e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301913 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -30739996.000000 Penalty: 4101.923828
	Iteration 22Q: 3 clusters Score -3.074e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302011 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -30740070.000000 Penalty: 4101.923828
	Iteration 23Q: 3 clusters Score -3.074007e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302088 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -30740134.000000 Penalty: 4101.923828
	Iteration 24Q: 3 clusters Score -3.074013e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302148 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -30740136.000000 Penalty: 4101.923828
	Iteration 25Q: 3 clusters Score -3.074014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302183 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -30740136.000000 Penalty: 4101.923828
	Iteration 26Q: 3 clusters Score -3.074014e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302225 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -30740162.000000 Penalty: 4101.923828
	Iteration 27Q: 3 clusters Score -3.074016e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302264 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -30740230.000000 Penalty: 4101.923828
	Iteration 28Q: 3 clusters Score -3.074023e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302289 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -30740210.000000 Penalty: 4101.923828
	Iteration 29Q: 3 clusters Score -3.074021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302305 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -30740242.000000 Penalty: 4101.923828
	Iteration 30Q: 3 clusters Score -3.074024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302319 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -30740230.000000 Penalty: 4101.923828
	Iteration 31Q: 3 clusters Score -3.074023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302333 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -30740240.000000 Penalty: 4101.923828
	Iteration 32Q: 3 clusters Score -3.074024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302340 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -30740242.000000 Penalty: 4101.923828
	Iteration 33Q: 3 clusters Score -3.074024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302346 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -30740230.000000 Penalty: 4101.923828
	Iteration 34Q: 3 clusters Score -3.074023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302352 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -30740246.000000 Penalty: 4101.923828
	Iteration 35Q: 3 clusters Score -3.074025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302356 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -30740240.000000 Penalty: 4101.923828
	Iteration 36Q: 3 clusters Score -3.074024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302361 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -30740256.000000 Penalty: 4101.923828
	Iteration 37Q: 3 clusters Score -3.074026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302368 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -30740274.000000 Penalty: 4101.923828
	Iteration 38Q: 3 clusters Score -3.074027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302379 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -30740272.000000 Penalty: 4101.923828
	Iteration 39Q: 3 clusters Score -3.074027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302389 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -30740308.000000 Penalty: 4101.923828
	Iteration 40F: 3 clusters Score -3.074031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302398 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -30740314.000000 Penalty: 4101.923828
	Iteration 41Q: 3 clusters Score -3.074031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302405 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -30740322.000000 Penalty: 4101.923828
	Iteration 42Q: 3 clusters Score -3.074032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302413 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -30740334.000000 Penalty: 4101.923828
	Iteration 43Q: 3 clusters Score -3.074033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302418 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -30740312.000000 Penalty: 4101.923828
	Iteration 44Q: 3 clusters Score -3.074031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -30740322.000000 Penalty: 4101.923828
	Iteration 45Q: 3 clusters Score -3.074032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302423 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -30740324.000000 Penalty: 4101.923828
	Iteration 46Q: 3 clusters Score -3.074032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302427 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -30740330.000000 Penalty: 4101.923828
	Iteration 47Q: 3 clusters Score -3.074033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302431 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -30740320.000000 Penalty: 4101.923828
	Iteration 48Q: 3 clusters Score -3.074032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302432 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -30740350.000000 Penalty: 4101.923828
	Iteration 49Q: 3 clusters Score -3.074035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302435 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -30740332.000000 Penalty: 4101.923828
	Iteration 50Q: 3 clusters Score -3.074033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302437 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -30740362.000000 Penalty: 4101.923828
	Iteration 51Q: 3 clusters Score -3.074036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302440 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -30740340.000000 Penalty: 4101.923828
	Iteration 52Q: 3 clusters Score -3.074034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302443 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -30740364.000000 Penalty: 4101.923828
	Iteration 53Q: 3 clusters Score -3.074036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302444 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -30740372.000000 Penalty: 4101.923828
	Iteration 54Q: 3 clusters Score -3.074037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302439 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -30740356.000000 Penalty: 4101.923828
	Iteration 55Q: 3 clusters Score -3.074036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302438 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -30740366.000000 Penalty: 4101.923828
	Iteration 56Q: 3 clusters Score -3.074037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302441 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -30740372.000000 Penalty: 4101.923828
	Iteration 57Q: 3 clusters Score -3.074037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302441 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -30740372.000000 Penalty: 4101.923828
	Iteration 58F: 3 clusters Score -3.074037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -293675.937500 Penalty: 1305.943237
	Iteration 0F: 2 clusters Score -293675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -290967.312500 Penalty: 2611.886475
	Iteration 0F: 3 clusters Score -290967.3 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -291701.437500 Penalty: 2611.886475
	Iteration 1F: 3 clusters Score -291701.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -291886.718750 Penalty: 2611.886475
	Iteration 2F: 3 clusters Score -291886.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -292055.750000 Penalty: 2611.886475
	Iteration 3F: 3 clusters Score -292055.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -292182.843750 Penalty: 2611.886475
	Iteration 4F: 3 clusters Score -292182.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -292307.968750 Penalty: 2611.886475
	Iteration 5Q: 3 clusters Score -292308 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -292423.593750 Penalty: 2611.886475
	Iteration 6Q: 3 clusters Score -292423.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -292621.000000 Penalty: 2611.886475
	Iteration 7Q: 3 clusters Score -292621 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -292851.718750 Penalty: 2611.886475
	Iteration 8Q: 3 clusters Score -292851.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -293046.500000 Penalty: 2611.886475
	Iteration 9F: 3 clusters Score -293046.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -293209.281250 Penalty: 2611.886475
	Iteration 10Q: 3 clusters Score -293209.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -293326.531250 Penalty: 2611.886475
	Iteration 11Q: 3 clusters Score -293326.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -293440.812500 Penalty: 2611.886475
	Iteration 12Q: 3 clusters Score -293440.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -293510.093750 Penalty: 2611.886475
	Iteration 13Q: 3 clusters Score -293510.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -293568.062500 Penalty: 2611.886475
	Iteration 14Q: 3 clusters Score -293568.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -293582.781250 Penalty: 2611.886475
	Iteration 15Q: 3 clusters Score -293582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -293591.250000 Penalty: 2611.886475
	Iteration 16Q: 3 clusters Score -293591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -293597.687500 Penalty: 2611.886475
	Iteration 17Q: 3 clusters Score -293597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -293600.843750 Penalty: 2611.886475
	Iteration 18Q: 3 clusters Score -293600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -293602.125000 Penalty: 2611.886475
	Iteration 19Q: 3 clusters Score -293602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -293604.406250 Penalty: 2611.886475
	Iteration 20F: 3 clusters Score -293604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -293605.250000 Penalty: 2611.886475
	Iteration 21Q: 3 clusters Score -293605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -293605.218750 Penalty: 2611.886475
	Iteration 22Q: 3 clusters Score -293605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -293605.875000 Penalty: 2611.886475
	Iteration 23Q: 3 clusters Score -293605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -293606.500000 Penalty: 2611.886475
	Iteration 24Q: 3 clusters Score -293606.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -293606.500000 Penalty: 2611.886475
	Iteration 25F: 3 clusters Score -293606.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Entering Unmasked Estep 
Score: -2498153.000000 Penalty: 1640.218750
	Iteration 0F: 2 clusters Score -2498153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2481693.000000 Penalty: 3280.437500
	Iteration 0F: 3 clusters Score -2481693 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2487838.750000 Penalty: 3280.437500
	Iteration 1F: 3 clusters Score -2487839 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2488210.250000 Penalty: 3280.437500
	Iteration 2Q: 3 clusters Score -2488210 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2488578.500000 Penalty: 3280.437500
	Iteration 3Q: 3 clusters Score -2488578 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2489049.250000 Penalty: 3280.437500
	Iteration 4Q: 3 clusters Score -2489049 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2489711.250000 Penalty: 3280.437500
	Iteration 5Q: 3 clusters Score -2489711 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2490549.750000 Penalty: 3280.437500
	Iteration 6F: 3 clusters Score -2490550 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2491601.000000 Penalty: 3280.437500
	Iteration 7F: 3 clusters Score -2491601 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2492781.250000 Penalty: 3280.437500
	Iteration 8F: 3 clusters Score -2492781 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2493897.750000 Penalty: 3280.437500
	Iteration 9F: 3 clusters Score -2493898 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2494786.000000 Penalty: 3280.437500
	Iteration 10Q: 3 clusters Score -2494786 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2495425.000000 Penalty: 3280.437500
	Iteration 11Q: 3 clusters Score -2495425 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2495838.250000 Penalty: 3280.437500
	Iteration 12Q: 3 clusters Score -2495838 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2496093.250000 Penalty: 3280.437500
	Iteration 13Q: 3 clusters Score -2496093 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2496256.500000 Penalty: 3280.437500
	Iteration 14Q: 3 clusters Score -2496256 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2496367.000000 Penalty: 3280.437500
	Iteration 15Q: 3 clusters Score -2496367 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2496460.500000 Penalty: 3280.437500
	Iteration 16Q: 3 clusters Score -2496460 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2496547.750000 Penalty: 3280.437500
	Iteration 17Q: 3 clusters Score -2496548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2496613.750000 Penalty: 3280.437500
	Iteration 18Q: 3 clusters Score -2496614 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2496666.000000 Penalty: 3280.437500
	Iteration 19Q: 3 clusters Score -2496666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2496712.750000 Penalty: 3280.437500
	Iteration 20F: 3 clusters Score -2496713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2496740.750000 Penalty: 3280.437500
	Iteration 21Q: 3 clusters Score -2496741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2496766.750000 Penalty: 3280.437500
	Iteration 22Q: 3 clusters Score -2496767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2496789.750000 Penalty: 3280.437500
	Iteration 23Q: 3 clusters Score -2496790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2496802.250000 Penalty: 3280.437500
	Iteration 24Q: 3 clusters Score -2496802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2496808.250000 Penalty: 3280.437500
	Iteration 25Q: 3 clusters Score -2496808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2496817.750000 Penalty: 3280.437500
	Iteration 26Q: 3 clusters Score -2496818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2496826.000000 Penalty: 3280.437500
	Iteration 27Q: 3 clusters Score -2496826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2496834.250000 Penalty: 3280.437500
	Iteration 28Q: 3 clusters Score -2496834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2496833.000000 Penalty: 3280.437500
	Iteration 29Q: 3 clusters Score -2496833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2496839.500000 Penalty: 3280.437500
	Iteration 30Q: 3 clusters Score -2496840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2496841.750000 Penalty: 3280.437500
	Iteration 31Q: 3 clusters Score -2496842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2496846.500000 Penalty: 3280.437500
	Iteration 32Q: 3 clusters Score -2496846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2496851.250000 Penalty: 3280.437500
	Iteration 33Q: 3 clusters Score -2496851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2496855.000000 Penalty: 3280.437500
	Iteration 34Q: 3 clusters Score -2496855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2496856.000000 Penalty: 3280.437500
	Iteration 35Q: 3 clusters Score -2496856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2496858.250000 Penalty: 3280.437500
	Iteration 36Q: 3 clusters Score -2496858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2496864.500000 Penalty: 3280.437500
	Iteration 37Q: 3 clusters Score -2496864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2496865.250000 Penalty: 3280.437500
	Iteration 38Q: 3 clusters Score -2496865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2496866.250000 Penalty: 3280.437500
	Iteration 39Q: 3 clusters Score -2496866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2496868.500000 Penalty: 3280.437500
	Iteration 40F: 3 clusters Score -2496868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2496878.250000 Penalty: 3280.437500
	Iteration 41Q: 3 clusters Score -2496878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2496877.000000 Penalty: 3280.437500
	Iteration 42Q: 3 clusters Score -2496877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2496877.250000 Penalty: 3280.437500
	Iteration 43Q: 3 clusters Score -2496877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2496877.250000 Penalty: 3280.437500
	Iteration 44F: 3 clusters Score -2496877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Entering Unmasked Estep 
Score: -4484635.000000 Penalty: 1735.120117
	Iteration 0F: 2 clusters Score -4484635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -4455671.500000 Penalty: 3470.240234
	Iteration 0F: 3 clusters Score -4455672 nChanged 20219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -4467256.500000 Penalty: 3470.240234
	Iteration 1F: 3 clusters Score -4467256 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4467921.500000 Penalty: 3470.240234
	Iteration 2Q: 3 clusters Score -4467922 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4468725.000000 Penalty: 3470.240234
	Iteration 3Q: 3 clusters Score -4468725 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4469812.000000 Penalty: 3470.240234
	Iteration 4F: 3 clusters Score -4469812 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -4471271.000000 Penalty: 3470.240234
	Iteration 5F: 3 clusters Score -4471271 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -4473309.000000 Penalty: 3470.240234
	Iteration 6F: 3 clusters Score -4473309 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4475623.000000 Penalty: 3470.240234
	Iteration 7F: 3 clusters Score -4475623 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -4477525.000000 Penalty: 3470.240234
	Iteration 8F: 3 clusters Score -4477525 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -4478525.000000 Penalty: 3470.240234
	Iteration 9Q: 3 clusters Score -4478525 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -4478976.500000 Penalty: 3470.240234
	Iteration 10Q: 3 clusters Score -4478976 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -4479167.500000 Penalty: 3470.240234
	Iteration 11Q: 3 clusters Score -4479168 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4479354.500000 Penalty: 3470.240234
	Iteration 12Q: 3 clusters Score -4479354 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4479512.500000 Penalty: 3470.240234
	Iteration 13Q: 3 clusters Score -4479512 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -4479629.500000 Penalty: 3470.240234
	Iteration 14Q: 3 clusters Score -4479630 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -4479788.000000 Penalty: 3470.240234
	Iteration 15Q: 3 clusters Score -4479788 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4479934.000000 Penalty: 3470.240234
	Iteration 16Q: 3 clusters Score -4479934 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -4480093.000000 Penalty: 3470.240234
	Iteration 17Q: 3 clusters Score -4480093 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4480254.000000 Penalty: 3470.240234
	Iteration 18Q: 3 clusters Score -4480254 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -4480460.500000 Penalty: 3470.240234
	Iteration 19Q: 3 clusters Score -4480460 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4480631.000000 Penalty: 3470.240234
	Iteration 20F: 3 clusters Score -4480631 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -4480818.500000 Penalty: 3470.240234
	Iteration 21Q: 3 clusters Score -4480818 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -4480993.500000 Penalty: 3470.240234
	Iteration 22Q: 3 clusters Score -4480994 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -4481154.500000 Penalty: 3470.240234
	Iteration 23Q: 3 clusters Score -4481154 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4481335.000000 Penalty: 3470.240234
	Iteration 24Q: 3 clusters Score -4481335 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -4481493.500000 Penalty: 3470.240234
	Iteration 25Q: 3 clusters Score -4481494 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -4481633.000000 Penalty: 3470.240234
	Iteration 26Q: 3 clusters Score -4481633 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -4481748.000000 Penalty: 3470.240234
	Iteration 27Q: 3 clusters Score -4481748 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4481895.000000 Penalty: 3470.240234
	Iteration 28Q: 3 clusters Score -4481895 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4482069.000000 Penalty: 3470.240234
	Iteration 29Q: 3 clusters Score -4482069 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4482186.000000 Penalty: 3470.240234
	Iteration 30Q: 3 clusters Score -4482186 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -4482290.500000 Penalty: 3470.240234
	Iteration 31Q: 3 clusters Score -4482290 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4482400.000000 Penalty: 3470.240234
	Iteration 32Q: 3 clusters Score -4482400 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4482481.000000 Penalty: 3470.240234
	Iteration 33Q: 3 clusters Score -4482481 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4482565.000000 Penalty: 3470.240234
	Iteration 34Q: 3 clusters Score -4482565 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4482642.500000 Penalty: 3470.240234
	Iteration 35Q: 3 clusters Score -4482642 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4482717.000000 Penalty: 3470.240234
	Iteration 36Q: 3 clusters Score -4482717 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4482772.500000 Penalty: 3470.240234
	Iteration 37Q: 3 clusters Score -4482772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4482825.500000 Penalty: 3470.240234
	Iteration 38Q: 3 clusters Score -4482826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4482862.000000 Penalty: 3470.240234
	Iteration 39Q: 3 clusters Score -4482862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4482883.000000 Penalty: 3470.240234
	Iteration 40F: 3 clusters Score -4482883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4482902.500000 Penalty: 3470.240234
	Iteration 41Q: 3 clusters Score -4482902 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4482933.500000 Penalty: 3470.240234
	Iteration 42Q: 3 clusters Score -4482934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4482965.500000 Penalty: 3470.240234
	Iteration 43Q: 3 clusters Score -4482966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4482971.000000 Penalty: 3470.240234
	Iteration 44Q: 3 clusters Score -4482971 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4483016.000000 Penalty: 3470.240234
	Iteration 45Q: 3 clusters Score -4483016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4483034.000000 Penalty: 3470.240234
	Iteration 46Q: 3 clusters Score -4483034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4483049.500000 Penalty: 3470.240234
	Iteration 47Q: 3 clusters Score -4483050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4483061.000000 Penalty: 3470.240234
	Iteration 48Q: 3 clusters Score -4483061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4483082.000000 Penalty: 3470.240234
	Iteration 49Q: 3 clusters Score -4483082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4483104.000000 Penalty: 3470.240234
	Iteration 50Q: 3 clusters Score -4483104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4483111.000000 Penalty: 3470.240234
	Iteration 51Q: 3 clusters Score -4483111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4483115.000000 Penalty: 3470.240234
	Iteration 52Q: 3 clusters Score -4483115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4483130.500000 Penalty: 3470.240234
	Iteration 53Q: 3 clusters Score -4483130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4483151.500000 Penalty: 3470.240234
	Iteration 54Q: 3 clusters Score -4483152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4483156.000000 Penalty: 3470.240234
	Iteration 55Q: 3 clusters Score -4483156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4483155.500000 Penalty: 3470.240234
	Iteration 56Q: 3 clusters Score -4483156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4483165.500000 Penalty: 3470.240234
	Iteration 57Q: 3 clusters Score -4483166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4483167.500000 Penalty: 3470.240234
	Iteration 58Q: 3 clusters Score -4483168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4483169.000000 Penalty: 3470.240234
	Iteration 59Q: 3 clusters Score -4483169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4483176.500000 Penalty: 3470.240234
	Iteration 60F: 3 clusters Score -4483176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4483178.500000 Penalty: 3470.240234
	Iteration 61Q: 3 clusters Score -4483178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4483185.000000 Penalty: 3470.240234
	Iteration 62Q: 3 clusters Score -4483185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4483187.000000 Penalty: 3470.240234
	Iteration 63Q: 3 clusters Score -4483187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4483185.000000 Penalty: 3470.240234
	Iteration 64Q: 3 clusters Score -4483185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4483190.000000 Penalty: 3470.240234
	Iteration 65Q: 3 clusters Score -4483190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4483191.000000 Penalty: 3470.240234
	Iteration 66Q: 3 clusters Score -4483191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4483194.000000 Penalty: 3470.240234
	Iteration 67Q: 3 clusters Score -4483194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4483197.000000 Penalty: 3470.240234
	Iteration 68Q: 3 clusters Score -4483197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4483201.000000 Penalty: 3470.240234
	Iteration 69Q: 3 clusters Score -4483201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4483198.500000 Penalty: 3470.240234
	Iteration 70Q: 3 clusters Score -4483198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4483206.000000 Penalty: 3470.240234
	Iteration 71Q: 3 clusters Score -4483206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4483202.500000 Penalty: 3470.240234
	Iteration 72Q: 3 clusters Score -4483202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4483205.500000 Penalty: 3470.240234
	Iteration 73Q: 3 clusters Score -4483206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4483206.500000 Penalty: 3470.240234
	Iteration 74Q: 3 clusters Score -4483206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4483202.000000 Penalty: 3470.240234
	Iteration 75Q: 3 clusters Score -4483202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4483196.500000 Penalty: 3470.240234
	Iteration 76Q: 3 clusters Score -4483196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4483202.000000 Penalty: 3470.240234
	Iteration 77Q: 3 clusters Score -4483202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4483208.500000 Penalty: 3470.240234
	Iteration 78Q: 3 clusters Score -4483208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4483203.500000 Penalty: 3470.240234
	Iteration 79Q: 3 clusters Score -4483204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4483211.000000 Penalty: 3470.240234
	Iteration 80F: 3 clusters Score -4483211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4483214.000000 Penalty: 3470.240234
	Iteration 81Q: 3 clusters Score -4483214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4483213.000000 Penalty: 3470.240234
	Iteration 82Q: 3 clusters Score -4483213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4483219.500000 Penalty: 3470.240234
	Iteration 83Q: 3 clusters Score -4483220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4483221.000000 Penalty: 3470.240234
	Iteration 84Q: 3 clusters Score -4483221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4483219.500000 Penalty: 3470.240234
	Iteration 85Q: 3 clusters Score -4483220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4483224.500000 Penalty: 3470.240234
	Iteration 86Q: 3 clusters Score -4483224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4483224.000000 Penalty: 3470.240234
	Iteration 87Q: 3 clusters Score -4483224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4483223.000000 Penalty: 3470.240234
	Iteration 88Q: 3 clusters Score -4483223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4483224.000000 Penalty: 3470.240234
	Iteration 89Q: 3 clusters Score -4483224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4483228.500000 Penalty: 3470.240234
	Iteration 90Q: 3 clusters Score -4483228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4483231.000000 Penalty: 3470.240234
	Iteration 91Q: 3 clusters Score -4483231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4483223.000000 Penalty: 3470.240234
	Iteration 92Q: 3 clusters Score -4483223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4483231.000000 Penalty: 3470.240234
	Iteration 93Q: 3 clusters Score -4483231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4483227.000000 Penalty: 3470.240234
	Iteration 94Q: 3 clusters Score -4483227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4483229.500000 Penalty: 3470.240234
	Iteration 95Q: 3 clusters Score -4483230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4483231.500000 Penalty: 3470.240234
	Iteration 96Q: 3 clusters Score -4483232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4483232.000000 Penalty: 3470.240234
	Iteration 97Q: 3 clusters Score -4483232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4483237.500000 Penalty: 3470.240234
	Iteration 98Q: 3 clusters Score -4483238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4483238.500000 Penalty: 3470.240234
	Iteration 99Q: 3 clusters Score -4483238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4483235.500000 Penalty: 3470.240234
	Iteration 100F: 3 clusters Score -4483236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4483235.500000 Penalty: 3470.240234
	Iteration 101Q: 3 clusters Score -4483236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4483235.500000 Penalty: 3470.240234
	Iteration 102F: 3 clusters Score -4483236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Entering Unmasked Estep 
Score: -2940039.000000 Penalty: 1666.498535
	Iteration 0F: 2 clusters Score -2940039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2920626.000000 Penalty: 3332.997070
	Iteration 0F: 3 clusters Score -2920626 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2927894.000000 Penalty: 3332.997070
	Iteration 1F: 3 clusters Score -2927894 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2928185.750000 Penalty: 3332.997070
	Iteration 2Q: 3 clusters Score -2928186 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2928505.000000 Penalty: 3332.997070
	Iteration 3Q: 3 clusters Score -2928505 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2928882.750000 Penalty: 3332.997070
	Iteration 4Q: 3 clusters Score -2928883 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2929408.000000 Penalty: 3332.997070
	Iteration 5Q: 3 clusters Score -2929408 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2930179.000000 Penalty: 3332.997070
	Iteration 6F: 3 clusters Score -2930179 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2931449.250000 Penalty: 3332.997070
	Iteration 7F: 3 clusters Score -2931449 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2933292.750000 Penalty: 3332.997070
	Iteration 8F: 3 clusters Score -2933293 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2935416.750000 Penalty: 3332.997070
	Iteration 9F: 3 clusters Score -2935417 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2937053.000000 Penalty: 3332.997070
	Iteration 10F: 3 clusters Score -2937053 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2937928.500000 Penalty: 3332.997070
	Iteration 11Q: 3 clusters Score -2937928 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2938312.750000 Penalty: 3332.997070
	Iteration 12Q: 3 clusters Score -2938313 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2938506.250000 Penalty: 3332.997070
	Iteration 13Q: 3 clusters Score -2938506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2938617.750000 Penalty: 3332.997070
	Iteration 14Q: 3 clusters Score -2938618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2938684.750000 Penalty: 3332.997070
	Iteration 15Q: 3 clusters Score -2938685 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2938754.500000 Penalty: 3332.997070
	Iteration 16Q: 3 clusters Score -2938754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2938783.500000 Penalty: 3332.997070
	Iteration 17Q: 3 clusters Score -2938784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2938806.250000 Penalty: 3332.997070
	Iteration 18Q: 3 clusters Score -2938806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2938813.500000 Penalty: 3332.997070
	Iteration 19Q: 3 clusters Score -2938814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2938818.750000 Penalty: 3332.997070
	Iteration 20F: 3 clusters Score -2938819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2938818.000000 Penalty: 3332.997070
	Iteration 21Q: 3 clusters Score -2938818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2938820.500000 Penalty: 3332.997070
	Iteration 22Q: 3 clusters Score -2938820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2938824.000000 Penalty: 3332.997070
	Iteration 23Q: 3 clusters Score -2938824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2938824.750000 Penalty: 3332.997070
	Iteration 24Q: 3 clusters Score -2938825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2938822.500000 Penalty: 3332.997070
	Iteration 25Q: 3 clusters Score -2938822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2938822.250000 Penalty: 3332.997070
	Iteration 26Q: 3 clusters Score -2938822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2938822.250000 Penalty: 3332.997070
	Iteration 27F: 3 clusters Score -2938822 nChanged 0
--- Evaluating fit on full set of 2822530 points ---
Entering Unmasked Estep 
Score: -279355232.000000 Penalty: 33790.902344
20->15 Clusters: Score -279355232.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 940843 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 46995 members 
Mstep: Class 3 contains 46783 members 
Mstep: Class 4 contains 47146 members 
Mstep: Class 5 contains 47393 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 46947 members 
Mstep: Class 8 contains 47117 members 
Mstep: Class 9 contains 47053 members 
Mstep: Class 10 contains 47225 members 
Mstep: Class 11 contains 46689 members 
Mstep: Class 12 contains 46980 members 
Mstep: Class 13 contains 46855 members 
Mstep: Class 14 contains 47105 members 
Mstep: Class 15 contains 47259 members 
Mstep: Class 16 contains 47059 members 
Mstep: Class 17 contains 46760 members 
Mstep: Class 18 contains 47492 members 
Mstep: Class 19 contains 46720 members 
Mstep: Class 20 contains 47065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 940.170837 but Gain 2235.113281
Score: -90965648.000000 Penalty: 42467.117188
Iteration 0F: 20 clusters Score -9.096565e+07 nChanged 887965
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 37091 members 
Mstep: Class 3 contains 49083 members 
Mstep: Class 4 contains 49726 members 
Mstep: Class 5 contains 55122 members 
Mstep: Class 6 contains 47221 members 
Mstep: Class 7 contains 75934 members 
Mstep: Class 9 contains 39894 members 
Mstep: Class 10 contains 60220 members 
Mstep: Class 11 contains 32351 members 
Mstep: Class 12 contains 45470 members 
Mstep: Class 13 contains 82339 members 
Mstep: Class 14 contains 38732 members 
Mstep: Class 15 contains 62954 members 
Mstep: Class 16 contains 39287 members 
Mstep: Class 17 contains 41460 members 
Mstep: Class 18 contains 46757 members 
Mstep: Class 19 contains 34177 members 
Mstep: Class 20 contains 50099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92946784.000000 Penalty: 42467.117188
Iteration 1F: 20 clusters Score -9.294678e+07 nChanged 258449
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 34951 members 
Mstep: Class 3 contains 57313 members 
Mstep: Class 4 contains 40416 members 
Mstep: Class 5 contains 57549 members 
Mstep: Class 6 contains 53680 members 
Mstep: Class 7 contains 73038 members 
Mstep: Class 9 contains 37499 members 
Mstep: Class 10 contains 75686 members 
Mstep: Class 11 contains 24789 members 
Mstep: Class 12 contains 55441 members 
Mstep: Class 13 contains 81779 members 
Mstep: Class 14 contains 32380 members 
Mstep: Class 15 contains 55991 members 
Mstep: Class 16 contains 30574 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 18 contains 46796 members 
Mstep: Class 19 contains 29608 members 
Mstep: Class 20 contains 46618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93213656.000000 Penalty: 42467.117188
Iteration 2F: 20 clusters Score -9.321366e+07 nChanged 195658
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 31093 members 
Mstep: Class 3 contains 68569 members 
Mstep: Class 4 contains 34132 members 
Mstep: Class 5 contains 59191 members 
Mstep: Class 6 contains 59150 members 
Mstep: Class 7 contains 72055 members 
Mstep: Class 9 contains 32277 members 
Mstep: Class 10 contains 87838 members 
Mstep: Class 11 contains 20508 members 
Mstep: Class 12 contains 60766 members 
Mstep: Class 13 contains 83037 members 
Mstep: Class 14 contains 28160 members 
Mstep: Class 15 contains 49227 members 
Mstep: Class 16 contains 22636 members 
Mstep: Class 17 contains 42572 members 
Mstep: Class 18 contains 45416 members 
Mstep: Class 19 contains 28430 members 
Mstep: Class 20 contains 45890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93369960.000000 Penalty: 42467.117188
Iteration 3F: 20 clusters Score -9.336996e+07 nChanged 156708
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 26503 members 
Mstep: Class 3 contains 80808 members 
Mstep: Class 4 contains 30377 members 
Mstep: Class 5 contains 59016 members 
Mstep: Class 6 contains 63281 members 
Mstep: Class 7 contains 77289 members 
Mstep: Class 9 contains 25303 members 
Mstep: Class 10 contains 97597 members 
Mstep: Class 11 contains 17337 members 
Mstep: Class 12 contains 62355 members 
Mstep: Class 13 contains 91084 members 
Mstep: Class 14 contains 24519 members 
Mstep: Class 15 contains 43633 members 
Mstep: Class 16 contains 16731 members 
Mstep: Class 17 contains 41362 members 
Mstep: Class 18 contains 42033 members 
Mstep: Class 19 contains 26757 members 
Mstep: Class 20 contains 45127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93484632.000000 Penalty: 42467.117188
Iteration 4F: 20 clusters Score -9.348463e+07 nChanged 138739
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 21649 members 
Mstep: Class 3 contains 95489 members 
Mstep: Class 4 contains 26754 members 
Mstep: Class 5 contains 57344 members 
Mstep: Class 6 contains 66463 members 
Mstep: Class 7 contains 88474 members 
Mstep: Class 9 contains 17992 members 
Mstep: Class 10 contains 106310 members 
Mstep: Class 11 contains 14649 members 
Mstep: Class 12 contains 62316 members 
Mstep: Class 13 contains 102299 members 
Mstep: Class 14 contains 20331 members 
Mstep: Class 15 contains 37545 members 
Mstep: Class 16 contains 12546 members 
Mstep: Class 17 contains 39744 members 
Mstep: Class 18 contains 37117 members 
Mstep: Class 19 contains 23795 members 
Mstep: Class 20 contains 43995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93585776.000000 Penalty: 42467.117188
Iteration 5F: 20 clusters Score -9.358578e+07 nChanged 127307
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 16807 members 
Mstep: Class 3 contains 111444 members 
Mstep: Class 4 contains 22778 members 
Mstep: Class 5 contains 54300 members 
Mstep: Class 6 contains 68801 members 
Mstep: Class 7 contains 103304 members 
Mstep: Class 9 contains 11615 members 
Mstep: Class 10 contains 114573 members 
Mstep: Class 11 contains 12020 members 
Mstep: Class 12 contains 61805 members 
Mstep: Class 13 contains 114634 members 
Mstep: Class 14 contains 15588 members 
Mstep: Class 15 contains 30911 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 37702 members 
Mstep: Class 18 contains 31575 members 
Mstep: Class 19 contains 20878 members 
Mstep: Class 20 contains 42986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93677424.000000 Penalty: 42467.117188
Iteration 6F: 20 clusters Score -9.367742e+07 nChanged 116358
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 12521 members 
Mstep: Class 3 contains 127129 members 
Mstep: Class 4 contains 18757 members 
Mstep: Class 5 contains 50176 members 
Mstep: Class 6 contains 70657 members 
Mstep: Class 7 contains 118240 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 122533 members 
Mstep: Class 11 contains 9799 members 
Mstep: Class 12 contains 60550 members 
Mstep: Class 13 contains 127568 members 
Mstep: Class 14 contains 10685 members 
Mstep: Class 15 contains 24430 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 35132 members 
Mstep: Class 18 contains 25935 members 
Mstep: Class 19 contains 18628 members 
Mstep: Class 20 contains 42673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93758056.000000 Penalty: 42467.117188
Iteration 7F: 20 clusters Score -9.375806e+07 nChanged 104254
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 141487 members 
Mstep: Class 4 contains 15075 members 
Mstep: Class 5 contains 45562 members 
Mstep: Class 6 contains 71804 members 
Mstep: Class 7 contains 130610 members 
Mstep: Class 9 contains 3686 members 
Mstep: Class 10 contains 130039 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 58407 members 
Mstep: Class 13 contains 141026 members 
Mstep: Class 14 contains 6524 members 
Mstep: Class 15 contains 18648 members 
Mstep: Class 16 contains 4865 members 
Mstep: Class 17 contains 31906 members 
Mstep: Class 18 contains 20770 members 
Mstep: Class 19 contains 17318 members 
Mstep: Class 20 contains 43253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1772.097900 but Gain 2235.113281
Score: -93830032.000000 Penalty: 40232.003906
Iteration 8F: 19 clusters Score -9.383003e+07 nChanged 91917
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 5955 members 
Mstep: Class 3 contains 154265 members 
Mstep: Class 4 contains 11901 members 
Mstep: Class 5 contains 40977 members 
Mstep: Class 6 contains 72358 members 
Mstep: Class 7 contains 139365 members 
Mstep: Class 10 contains 137512 members 
Mstep: Class 11 contains 6333 members 
Mstep: Class 12 contains 56691 members 
Mstep: Class 13 contains 153840 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 14159 members 
Mstep: Class 16 contains 3419 members 
Mstep: Class 17 contains 27960 members 
Mstep: Class 18 contains 16565 members 
Mstep: Class 19 contains 16772 members 
Mstep: Class 20 contains 44241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93889944.000000 Penalty: 40232.003906
Iteration 9F: 19 clusters Score -9.388994e+07 nChanged 74757
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 164637 members 
Mstep: Class 4 contains 9165 members 
Mstep: Class 5 contains 36626 members 
Mstep: Class 6 contains 71890 members 
Mstep: Class 7 contains 144068 members 
Mstep: Class 10 contains 144271 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 56019 members 
Mstep: Class 13 contains 164397 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 10764 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 23519 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 16710 members 
Mstep: Class 20 contains 45135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1865.096558 but Gain 2235.109375
Score: -93933400.000000 Penalty: 37996.894531
Iteration 10F: 18 clusters Score -9.39334e+07 nChanged 62808
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 173946 members 
Mstep: Class 4 contains 6987 members 
Mstep: Class 5 contains 32850 members 
Mstep: Class 6 contains 70994 members 
Mstep: Class 7 contains 146575 members 
Mstep: Class 10 contains 150812 members 
Mstep: Class 11 contains 3894 members 
Mstep: Class 12 contains 55961 members 
Mstep: Class 13 contains 172859 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 8485 members 
Mstep: Class 17 contains 19214 members 
Mstep: Class 18 contains 10186 members 
Mstep: Class 19 contains 16856 members 
Mstep: Class 20 contains 45868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1840.402466 but Gain 2235.113281
Score: -93968088.000000 Penalty: 35761.781250
Iteration 11F: 17 clusters Score -9.396809e+07 nChanged 51102
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 3 contains 181997 members 
Mstep: Class 4 contains 5382 members 
Mstep: Class 5 contains 29641 members 
Mstep: Class 6 contains 69533 members 
Mstep: Class 7 contains 146807 members 
Mstep: Class 10 contains 156788 members 
Mstep: Class 11 contains 3155 members 
Mstep: Class 12 contains 56241 members 
Mstep: Class 13 contains 179185 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 17 contains 15363 members 
Mstep: Class 18 contains 7961 members 
Mstep: Class 19 contains 17044 members 
Mstep: Class 20 contains 46455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93992096.000000 Penalty: 35761.781250
Iteration 12F: 17 clusters Score -9.39921e+07 nChanged 39860
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 3 contains 188913 members 
Mstep: Class 4 contains 4239 members 
Mstep: Class 5 contains 26796 members 
Mstep: Class 6 contains 67512 members 
Mstep: Class 7 contains 145644 members 
Mstep: Class 10 contains 161862 members 
Mstep: Class 11 contains 2628 members 
Mstep: Class 12 contains 56232 members 
Mstep: Class 13 contains 183553 members 
Mstep: Class 14 contains 2106 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 17 contains 12053 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 17299 members 
Mstep: Class 20 contains 46822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94008816.000000 Penalty: 35761.781250
Iteration 13Q: 17 clusters Score -9.400882e+07 nChanged 33411
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 3 contains 194781 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 24308 members 
Mstep: Class 6 contains 65466 members 
Mstep: Class 7 contains 143646 members 
Mstep: Class 10 contains 166578 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 56194 members 
Mstep: Class 13 contains 186680 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 4935 members 
Mstep: Class 17 contains 9468 members 
Mstep: Class 18 contains 5135 members 
Mstep: Class 19 contains 17548 members 
Mstep: Class 20 contains 47009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94021632.000000 Penalty: 35761.781250
Iteration 14Q: 17 clusters Score -9.402163e+07 nChanged 28262
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 3 contains 199676 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 22301 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 141371 members 
Mstep: Class 10 contains 170954 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 56140 members 
Mstep: Class 13 contains 189196 members 
Mstep: Class 14 contains 2956 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 17 contains 7497 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 17740 members 
Mstep: Class 20 contains 47113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94029392.000000 Penalty: 35761.781250
Iteration 15Q: 17 clusters Score -9.402939e+07 nChanged 24209
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 3 contains 203668 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 20677 members 
Mstep: Class 6 contains 61181 members 
Mstep: Class 7 contains 138853 members 
Mstep: Class 10 contains 175341 members 
Mstep: Class 11 contains 1892 members 
Mstep: Class 12 contains 56006 members 
Mstep: Class 13 contains 191267 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 15 contains 4104 members 
Mstep: Class 17 contains 5981 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 17864 members 
Mstep: Class 20 contains 47114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94035440.000000 Penalty: 35761.781250
Iteration 16Q: 17 clusters Score -9.403544e+07 nChanged 21252
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 3 contains 206853 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 19276 members 
Mstep: Class 6 contains 59091 members 
Mstep: Class 7 contains 136197 members 
Mstep: Class 10 contains 179915 members 
Mstep: Class 11 contains 1811 members 
Mstep: Class 12 contains 55823 members 
Mstep: Class 13 contains 192866 members 
Mstep: Class 14 contains 3118 members 
Mstep: Class 15 contains 3885 members 
Mstep: Class 17 contains 4876 members 
Mstep: Class 18 contains 3352 members 
Mstep: Class 19 contains 17950 members 
Mstep: Class 20 contains 47041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94039784.000000 Penalty: 35761.781250
Iteration 17Q: 17 clusters Score -9.403978e+07 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 3 contains 209535 members 
Mstep: Class 4 contains 2112 members 
Mstep: Class 5 contains 17977 members 
Mstep: Class 6 contains 56990 members 
Mstep: Class 7 contains 133495 members 
Mstep: Class 10 contains 184538 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 55591 members 
Mstep: Class 13 contains 194183 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 17 contains 4086 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 17980 members 
Mstep: Class 20 contains 46953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94043792.000000 Penalty: 35761.781250
Iteration 18Q: 17 clusters Score -9.404379e+07 nChanged 17476
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 3 contains 211763 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 16861 members 
Mstep: Class 6 contains 55137 members 
Mstep: Class 7 contains 130779 members 
Mstep: Class 10 contains 189033 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 55328 members 
Mstep: Class 13 contains 195300 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 17 contains 3488 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 17949 members 
Mstep: Class 20 contains 46798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94047152.000000 Penalty: 35761.781250
Iteration 19Q: 17 clusters Score -9.404715e+07 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 3 contains 213472 members 
Mstep: Class 4 contains 1801 members 
Mstep: Class 5 contains 15745 members 
Mstep: Class 6 contains 53473 members 
Mstep: Class 7 contains 127974 members 
Mstep: Class 10 contains 193631 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 55019 members 
Mstep: Class 13 contains 196399 members 
Mstep: Class 14 contains 3211 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 17889 members 
Mstep: Class 20 contains 46662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2149.822510 but Gain 2235.109375
Score: -94053536.000000 Penalty: 33526.671875
Iteration 20F: 16 clusters Score -9.405354e+07 nChanged 18213
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 3 contains 215257 members 
Mstep: Class 5 contains 14736 members 
Mstep: Class 6 contains 52109 members 
Mstep: Class 7 contains 125394 members 
Mstep: Class 10 contains 198952 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 54769 members 
Mstep: Class 13 contains 196730 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 17781 members 
Mstep: Class 20 contains 46469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94059744.000000 Penalty: 33526.671875
Iteration 21Q: 16 clusters Score -9.405974e+07 nChanged 16474
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 3 contains 216201 members 
Mstep: Class 5 contains 13835 members 
Mstep: Class 6 contains 50931 members 
Mstep: Class 7 contains 122380 members 
Mstep: Class 10 contains 203780 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 54312 members 
Mstep: Class 13 contains 197316 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 3492 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 2222 members 
Mstep: Class 19 contains 17616 members 
Mstep: Class 20 contains 46221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94062592.000000 Penalty: 33526.671875
Iteration 22Q: 16 clusters Score -9.406259e+07 nChanged 15362
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 3 contains 216758 members 
Mstep: Class 5 contains 13032 members 
Mstep: Class 6 contains 49891 members 
Mstep: Class 7 contains 119393 members 
Mstep: Class 10 contains 208626 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 53894 members 
Mstep: Class 13 contains 198121 members 
Mstep: Class 14 contains 4391 members 
Mstep: Class 15 contains 3462 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 2121 members 
Mstep: Class 19 contains 17372 members 
Mstep: Class 20 contains 45953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94064088.000000 Penalty: 33526.671875
Iteration 23Q: 16 clusters Score -9.406409e+07 nChanged 14680
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 3 contains 217185 members 
Mstep: Class 5 contains 12221 members 
Mstep: Class 6 contains 48989 members 
Mstep: Class 7 contains 116401 members 
Mstep: Class 10 contains 213484 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 53475 members 
Mstep: Class 13 contains 198920 members 
Mstep: Class 14 contains 4466 members 
Mstep: Class 15 contains 3461 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 17079 members 
Mstep: Class 20 contains 45687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2115.398682 but Gain 2235.111328
Score: -94066464.000000 Penalty: 31291.560547
Iteration 24Q: 15 clusters Score -9.406646e+07 nChanged 15928
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 3 contains 217917 members 
Mstep: Class 5 contains 11502 members 
Mstep: Class 6 contains 48336 members 
Mstep: Class 7 contains 113564 members 
Mstep: Class 10 contains 218466 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 53143 members 
Mstep: Class 13 contains 200026 members 
Mstep: Class 14 contains 4501 members 
Mstep: Class 15 contains 3494 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 16708 members 
Mstep: Class 20 contains 45949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94070224.000000 Penalty: 31291.560547
Iteration 25Q: 15 clusters Score -9.407022e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 3 contains 218034 members 
Mstep: Class 5 contains 10779 members 
Mstep: Class 6 contains 47753 members 
Mstep: Class 7 contains 110621 members 
Mstep: Class 10 contains 223275 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 12 contains 52772 members 
Mstep: Class 13 contains 200564 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 3502 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 16312 members 
Mstep: Class 20 contains 45707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94071672.000000 Penalty: 31291.560547
Iteration 26Q: 15 clusters Score -9.407167e+07 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 3 contains 217910 members 
Mstep: Class 5 contains 10123 members 
Mstep: Class 6 contains 47362 members 
Mstep: Class 7 contains 107818 members 
Mstep: Class 10 contains 228269 members 
Mstep: Class 11 contains 1867 members 
Mstep: Class 12 contains 52384 members 
Mstep: Class 13 contains 200889 members 
Mstep: Class 14 contains 4523 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 15844 members 
Mstep: Class 20 contains 45356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94073384.000000 Penalty: 31291.560547
Iteration 27Q: 15 clusters Score -9.407338e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 3 contains 217569 members 
Mstep: Class 5 contains 9532 members 
Mstep: Class 6 contains 47101 members 
Mstep: Class 7 contains 105047 members 
Mstep: Class 10 contains 233183 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 51990 members 
Mstep: Class 13 contains 201198 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 15409 members 
Mstep: Class 20 contains 45013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94074776.000000 Penalty: 31291.560547
Iteration 28Q: 15 clusters Score -9.407478e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 3 contains 217081 members 
Mstep: Class 5 contains 9026 members 
Mstep: Class 6 contains 46911 members 
Mstep: Class 7 contains 102373 members 
Mstep: Class 10 contains 237980 members 
Mstep: Class 11 contains 1892 members 
Mstep: Class 12 contains 51660 members 
Mstep: Class 13 contains 201434 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 18 contains 1689 members 
Mstep: Class 19 contains 14958 members 
Mstep: Class 20 contains 44683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94076080.000000 Penalty: 31291.560547
Iteration 29Q: 15 clusters Score -9.407608e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 3 contains 216471 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 46726 members 
Mstep: Class 7 contains 99738 members 
Mstep: Class 10 contains 242818 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 51342 members 
Mstep: Class 13 contains 201636 members 
Mstep: Class 14 contains 4540 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 14513 members 
Mstep: Class 20 contains 44314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94077296.000000 Penalty: 31291.560547
Iteration 30Q: 15 clusters Score -9.40773e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 3 contains 215685 members 
Mstep: Class 5 contains 8156 members 
Mstep: Class 6 contains 46609 members 
Mstep: Class 7 contains 97292 members 
Mstep: Class 10 contains 247735 members 
Mstep: Class 11 contains 1903 members 
Mstep: Class 12 contains 51023 members 
Mstep: Class 13 contains 201679 members 
Mstep: Class 14 contains 4544 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 18 contains 1665 members 
Mstep: Class 19 contains 14057 members 
Mstep: Class 20 contains 43941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94078696.000000 Penalty: 31291.560547
Iteration 31Q: 15 clusters Score -9.40787e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 3 contains 214752 members 
Mstep: Class 5 contains 7747 members 
Mstep: Class 6 contains 46517 members 
Mstep: Class 7 contains 95021 members 
Mstep: Class 10 contains 252688 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 50784 members 
Mstep: Class 13 contains 201484 members 
Mstep: Class 14 contains 4545 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 13636 members 
Mstep: Class 20 contains 43566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94079648.000000 Penalty: 31291.560547
Iteration 32Q: 15 clusters Score -9.407965e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 3 contains 213733 members 
Mstep: Class 5 contains 7329 members 
Mstep: Class 6 contains 46498 members 
Mstep: Class 7 contains 92971 members 
Mstep: Class 10 contains 257634 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 50565 members 
Mstep: Class 13 contains 201017 members 
Mstep: Class 14 contains 4553 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 13228 members 
Mstep: Class 20 contains 43171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94080464.000000 Penalty: 31291.560547
Iteration 33Q: 15 clusters Score -9.408046e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 3 contains 212644 members 
Mstep: Class 5 contains 6975 members 
Mstep: Class 6 contains 46559 members 
Mstep: Class 7 contains 91153 members 
Mstep: Class 10 contains 262507 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 50322 members 
Mstep: Class 13 contains 200322 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 12857 members 
Mstep: Class 20 contains 42787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94081304.000000 Penalty: 31291.560547
Iteration 34Q: 15 clusters Score -9.40813e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 3 contains 211446 members 
Mstep: Class 5 contains 6663 members 
Mstep: Class 6 contains 46649 members 
Mstep: Class 7 contains 89475 members 
Mstep: Class 10 contains 267509 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 50104 members 
Mstep: Class 13 contains 199311 members 
Mstep: Class 14 contains 4552 members 
Mstep: Class 15 contains 3889 members 
Mstep: Class 18 contains 1641 members 
Mstep: Class 19 contains 12507 members 
Mstep: Class 20 contains 42436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94082480.000000 Penalty: 31291.560547
Iteration 35Q: 15 clusters Score -9.408248e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 3 contains 210291 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 46744 members 
Mstep: Class 7 contains 87964 members 
Mstep: Class 10 contains 272412 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 49939 members 
Mstep: Class 13 contains 197981 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 12195 members 
Mstep: Class 20 contains 42135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94083352.000000 Penalty: 31291.560547
Iteration 36Q: 15 clusters Score -9.408335e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 3 contains 209087 members 
Mstep: Class 5 contains 6153 members 
Mstep: Class 6 contains 46822 members 
Mstep: Class 7 contains 86619 members 
Mstep: Class 10 contains 277225 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 49824 members 
Mstep: Class 13 contains 196476 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 18 contains 1640 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 20 contains 41862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94083680.000000 Penalty: 31291.560547
Iteration 37Q: 15 clusters Score -9.408368e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 3 contains 207920 members 
Mstep: Class 5 contains 5909 members 
Mstep: Class 6 contains 46911 members 
Mstep: Class 7 contains 85371 members 
Mstep: Class 10 contains 281905 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 12 contains 49751 members 
Mstep: Class 13 contains 194907 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4023 members 
Mstep: Class 18 contains 1652 members 
Mstep: Class 19 contains 11635 members 
Mstep: Class 20 contains 41620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94085144.000000 Penalty: 31291.560547
Iteration 38Q: 15 clusters Score -9.408514e+07 nChanged 7725
Entering ConstructFrom: 
Score: -94085144.000000 Penalty: 31291.560547
Entering ConstructFrom: 
Trying to split cluster 1 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -256501.406250 Penalty: 1267.859009
	Iteration 0F: 2 clusters Score -256501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -254119.078125 Penalty: 2535.718018
	Iteration 0F: 3 clusters Score -254119.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -254622.984375 Penalty: 2535.718018
	Iteration 1F: 3 clusters Score -254623 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -254738.750000 Penalty: 2535.718018
	Iteration 2F: 3 clusters Score -254738.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -254802.437500 Penalty: 2535.718018
	Iteration 3Q: 3 clusters Score -254802.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -254846.656250 Penalty: 2535.718018
	Iteration 4Q: 3 clusters Score -254846.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -254871.687500 Penalty: 2535.718018
	Iteration 5Q: 3 clusters Score -254871.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254893.843750 Penalty: 2535.718018
	Iteration 6Q: 3 clusters Score -254893.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -254920.656250 Penalty: 2535.718018
	Iteration 7Q: 3 clusters Score -254920.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -254936.593750 Penalty: 2535.718018
	Iteration 8Q: 3 clusters Score -254936.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -254948.281250 Penalty: 2535.718018
	Iteration 9Q: 3 clusters Score -254948.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254956.406250 Penalty: 2535.718018
	Iteration 10Q: 3 clusters Score -254956.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -254963.453125 Penalty: 2535.718018
	Iteration 11Q: 3 clusters Score -254963.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -254970.062500 Penalty: 2535.718018
	Iteration 12Q: 3 clusters Score -254970.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -254974.640625 Penalty: 2535.718018
	Iteration 13Q: 3 clusters Score -254974.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -254980.890625 Penalty: 2535.718018
	Iteration 14Q: 3 clusters Score -254980.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -254984.906250 Penalty: 2535.718018
	Iteration 15Q: 3 clusters Score -254984.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -254987.031250 Penalty: 2535.718018
	Iteration 16Q: 3 clusters Score -254987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -254989.281250 Penalty: 2535.718018
	Iteration 17Q: 3 clusters Score -254989.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -254991.375000 Penalty: 2535.718018
	Iteration 18Q: 3 clusters Score -254991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -254991.968750 Penalty: 2535.718018
	Iteration 19Q: 3 clusters Score -254992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -254992.296875 Penalty: 2535.718018
	Iteration 20F: 3 clusters Score -254992.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -254992.812500 Penalty: 2535.718018
	Iteration 21Q: 3 clusters Score -254992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -254993.546875 Penalty: 2535.718018
	Iteration 22Q: 3 clusters Score -254993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -254995.046875 Penalty: 2535.718018
	Iteration 23Q: 3 clusters Score -254995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -254997.359375 Penalty: 2535.718018
	Iteration 24Q: 3 clusters Score -254997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -255001.250000 Penalty: 2535.718018
	Iteration 25Q: 3 clusters Score -255001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -255004.250000 Penalty: 2535.718018
	Iteration 26Q: 3 clusters Score -255004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -255007.312500 Penalty: 2535.718018
	Iteration 27Q: 3 clusters Score -255007.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -255010.500000 Penalty: 2535.718018
	Iteration 28Q: 3 clusters Score -255010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -255012.984375 Penalty: 2535.718018
	Iteration 29Q: 3 clusters Score -255013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -255014.125000 Penalty: 2535.718018
	Iteration 30Q: 3 clusters Score -255014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -255015.390625 Penalty: 2535.718018
	Iteration 31Q: 3 clusters Score -255015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -255015.265625 Penalty: 2535.718018
	Iteration 32Q: 3 clusters Score -255015.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -255015.265625 Penalty: 2535.718018
	Iteration 33F: 3 clusters Score -255015.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (206657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206657 members 
Entering Unmasked Estep 
Score: -21099988.000000 Penalty: 1988.807495
	Iteration 0F: 2 clusters Score -2.109999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -20965810.000000 Penalty: 3977.614990
	Iteration 0F: 3 clusters Score -2.096581e+07 nChanged 99944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 99516 members 
Entering Unmasked Estep 
Score: -21026328.000000 Penalty: 3977.614990
	Iteration 1F: 3 clusters Score -2.102633e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
Score: -21028052.000000 Penalty: 3977.614990
	Iteration 2Q: 3 clusters Score -2.102805e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -21030464.000000 Penalty: 3977.614990
	Iteration 3Q: 3 clusters Score -2.103046e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119691 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -21033948.000000 Penalty: 3977.614990
	Iteration 4Q: 3 clusters Score -2.103395e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128394 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -21038644.000000 Penalty: 3977.614990
	Iteration 5F: 3 clusters Score -2.103864e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -21046700.000000 Penalty: 3977.614990
	Iteration 6F: 3 clusters Score -2.10467e+07 nChanged 15170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -21058060.000000 Penalty: 3977.614990
	Iteration 7F: 3 clusters Score -2.105806e+07 nChanged 15963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170768 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -21071040.000000 Penalty: 3977.614990
	Iteration 8F: 3 clusters Score -2.107104e+07 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184603 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -21082576.000000 Penalty: 3977.614990
	Iteration 9F: 3 clusters Score -2.108258e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194068 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -21090220.000000 Penalty: 3977.614990
	Iteration 10Q: 3 clusters Score -2.109022e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199403 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -21094462.000000 Penalty: 3977.614990
	Iteration 11Q: 3 clusters Score -2.109446e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202152 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -21096528.000000 Penalty: 3977.614990
	Iteration 12Q: 3 clusters Score -2.109653e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203500 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -21097574.000000 Penalty: 3977.614990
	Iteration 13Q: 3 clusters Score -2.109757e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204272 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -21098052.000000 Penalty: 3977.614990
	Iteration 14Q: 3 clusters Score -2.109805e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204697 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -21098292.000000 Penalty: 3977.614990
	Iteration 15Q: 3 clusters Score -2.109829e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204965 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -21098412.000000 Penalty: 3977.614990
	Iteration 16Q: 3 clusters Score -2.109841e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205125 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -21098470.000000 Penalty: 3977.614990
	Iteration 17Q: 3 clusters Score -2.109847e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205250 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -21098468.000000 Penalty: 3977.614990
	Iteration 18Q: 3 clusters Score -2.109847e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205346 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -21098518.000000 Penalty: 3977.614990
	Iteration 19Q: 3 clusters Score -2.109852e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205425 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -21098524.000000 Penalty: 3977.614990
	Iteration 20F: 3 clusters Score -2.109852e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205481 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21098550.000000 Penalty: 3977.614990
	Iteration 21Q: 3 clusters Score -2.109855e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205507 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -21098540.000000 Penalty: 3977.614990
	Iteration 22Q: 3 clusters Score -2.109854e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205532 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -21098552.000000 Penalty: 3977.614990
	Iteration 23Q: 3 clusters Score -2.109855e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205548 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21098574.000000 Penalty: 3977.614990
	Iteration 24Q: 3 clusters Score -2.109857e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205566 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -21098580.000000 Penalty: 3977.614990
	Iteration 25Q: 3 clusters Score -2.109858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205578 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21098568.000000 Penalty: 3977.614990
	Iteration 26Q: 3 clusters Score -2.109857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205595 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21098588.000000 Penalty: 3977.614990
	Iteration 27Q: 3 clusters Score -2.109859e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205609 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21098582.000000 Penalty: 3977.614990
	Iteration 28Q: 3 clusters Score -2.109858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205614 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21098580.000000 Penalty: 3977.614990
	Iteration 29Q: 3 clusters Score -2.109858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205624 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -21098582.000000 Penalty: 3977.614990
	Iteration 30Q: 3 clusters Score -2.109858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205633 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -21098600.000000 Penalty: 3977.614990
	Iteration 31Q: 3 clusters Score -2.10986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205636 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21098594.000000 Penalty: 3977.614990
	Iteration 32Q: 3 clusters Score -2.109859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205636 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21098608.000000 Penalty: 3977.614990
	Iteration 33Q: 3 clusters Score -2.109861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205641 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -21098612.000000 Penalty: 3977.614990
	Iteration 34Q: 3 clusters Score -2.109861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205646 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -21098600.000000 Penalty: 3977.614990
	Iteration 35Q: 3 clusters Score -2.10986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205650 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -21098600.000000 Penalty: 3977.614990
	Iteration 36Q: 3 clusters Score -2.10986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205650 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -21098626.000000 Penalty: 3977.614990
	Iteration 37Q: 3 clusters Score -2.109863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205653 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -21098622.000000 Penalty: 3977.614990
	Iteration 38Q: 3 clusters Score -2.109862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205656 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -21098616.000000 Penalty: 3977.614990
	Iteration 39Q: 3 clusters Score -2.109862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205658 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -21098620.000000 Penalty: 3977.614990
	Iteration 40F: 3 clusters Score -2.109862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205662 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -21098624.000000 Penalty: 3977.614990
	Iteration 41Q: 3 clusters Score -2.109862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205663 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21098608.000000 Penalty: 3977.614990
	Iteration 42Q: 3 clusters Score -2.109861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205662 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -21098612.000000 Penalty: 3977.614990
	Iteration 43Q: 3 clusters Score -2.109861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205663 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21098614.000000 Penalty: 3977.614990
	Iteration 44Q: 3 clusters Score -2.109861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205666 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21098618.000000 Penalty: 3977.614990
	Iteration 45Q: 3 clusters Score -2.109862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205670 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21098632.000000 Penalty: 3977.614990
	Iteration 46Q: 3 clusters Score -2.109863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205669 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21098644.000000 Penalty: 3977.614990
	Iteration 47Q: 3 clusters Score -2.109864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205673 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -21098652.000000 Penalty: 3977.614990
	Iteration 48Q: 3 clusters Score -2.109865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205670 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21098658.000000 Penalty: 3977.614990
	Iteration 49Q: 3 clusters Score -2.109866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205675 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -21098650.000000 Penalty: 3977.614990
	Iteration 50Q: 3 clusters Score -2.109865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205679 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21098646.000000 Penalty: 3977.614990
	Iteration 51Q: 3 clusters Score -2.109865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205680 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21098642.000000 Penalty: 3977.614990
	Iteration 52Q: 3 clusters Score -2.109864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205678 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -21098656.000000 Penalty: 3977.614990
	Iteration 53Q: 3 clusters Score -2.109866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205677 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21098656.000000 Penalty: 3977.614990
	Iteration 54Q: 3 clusters Score -2.109866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205677 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21098648.000000 Penalty: 3977.614990
	Iteration 55Q: 3 clusters Score -2.109865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205676 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -21098650.000000 Penalty: 3977.614990
	Iteration 56Q: 3 clusters Score -2.109865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205677 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21098650.000000 Penalty: 3977.614990
	Iteration 57Q: 3 clusters Score -2.109865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205680 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21098650.000000 Penalty: 3977.614990
	Iteration 58Q: 3 clusters Score -2.109865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205680 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21098646.000000 Penalty: 3977.614990
	Iteration 59Q: 3 clusters Score -2.109865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205678 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -21098646.000000 Penalty: 3977.614990
	Iteration 60F: 3 clusters Score -2.109865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205677 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21098654.000000 Penalty: 3977.614990
	Iteration 61Q: 3 clusters Score -2.109865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205677 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21098654.000000 Penalty: 3977.614990
	Iteration 62F: 3 clusters Score -2.109865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Entering Unmasked Estep 
Score: -603104.562500 Penalty: 1404.621704
	Iteration 0F: 2 clusters Score -603104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -598620.562500 Penalty: 2809.243408
	Iteration 0F: 3 clusters Score -598620.6 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -599863.125000 Penalty: 2809.243408
	Iteration 1F: 3 clusters Score -599863.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -600069.437500 Penalty: 2809.243408
	Iteration 2F: 3 clusters Score -600069.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -600194.375000 Penalty: 2809.243408
	Iteration 3F: 3 clusters Score -600194.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -600291.187500 Penalty: 2809.243408
	Iteration 4Q: 3 clusters Score -600291.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -600355.937500 Penalty: 2809.243408
	Iteration 5Q: 3 clusters Score -600355.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -600411.750000 Penalty: 2809.243408
	Iteration 6Q: 3 clusters Score -600411.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -600455.687500 Penalty: 2809.243408
	Iteration 7Q: 3 clusters Score -600455.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -600497.125000 Penalty: 2809.243408
	Iteration 8Q: 3 clusters Score -600497.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -600544.812500 Penalty: 2809.243408
	Iteration 9Q: 3 clusters Score -600544.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -600605.500000 Penalty: 2809.243408
	Iteration 10Q: 3 clusters Score -600605.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -600661.375000 Penalty: 2809.243408
	Iteration 11Q: 3 clusters Score -600661.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -600734.500000 Penalty: 2809.243408
	Iteration 12Q: 3 clusters Score -600734.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -600829.250000 Penalty: 2809.243408
	Iteration 13Q: 3 clusters Score -600829.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -600956.187500 Penalty: 2809.243408
	Iteration 14Q: 3 clusters Score -600956.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -601085.562500 Penalty: 2809.243408
	Iteration 15Q: 3 clusters Score -601085.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -601218.687500 Penalty: 2809.243408
	Iteration 16Q: 3 clusters Score -601218.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -601341.937500 Penalty: 2809.243408
	Iteration 17Q: 3 clusters Score -601341.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -601457.875000 Penalty: 2809.243408
	Iteration 18Q: 3 clusters Score -601457.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -601556.437500 Penalty: 2809.243408
	Iteration 19Q: 3 clusters Score -601556.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -601631.562500 Penalty: 2809.243408
	Iteration 20F: 3 clusters Score -601631.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -601698.250000 Penalty: 2809.243408
	Iteration 21Q: 3 clusters Score -601698.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -601748.250000 Penalty: 2809.243408
	Iteration 22Q: 3 clusters Score -601748.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -601781.187500 Penalty: 2809.243408
	Iteration 23Q: 3 clusters Score -601781.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -601801.500000 Penalty: 2809.243408
	Iteration 24Q: 3 clusters Score -601801.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -601821.250000 Penalty: 2809.243408
	Iteration 25Q: 3 clusters Score -601821.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -601835.312500 Penalty: 2809.243408
	Iteration 26Q: 3 clusters Score -601835.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -601841.937500 Penalty: 2809.243408
	Iteration 27Q: 3 clusters Score -601841.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -601849.062500 Penalty: 2809.243408
	Iteration 28Q: 3 clusters Score -601849.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -601859.687500 Penalty: 2809.243408
	Iteration 29Q: 3 clusters Score -601859.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -601867.187500 Penalty: 2809.243408
	Iteration 30Q: 3 clusters Score -601867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -601870.875000 Penalty: 2809.243408
	Iteration 31Q: 3 clusters Score -601870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -601873.312500 Penalty: 2809.243408
	Iteration 32Q: 3 clusters Score -601873.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -601875.375000 Penalty: 2809.243408
	Iteration 33Q: 3 clusters Score -601875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -601879.250000 Penalty: 2809.243408
	Iteration 34Q: 3 clusters Score -601879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -601880.000000 Penalty: 2809.243408
	Iteration 35Q: 3 clusters Score -601880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -601881.437500 Penalty: 2809.243408
	Iteration 36Q: 3 clusters Score -601881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -601882.500000 Penalty: 2809.243408
	Iteration 37Q: 3 clusters Score -601882.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -601882.500000 Penalty: 2809.243408
	Iteration 38F: 3 clusters Score -601882.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Entering Unmasked Estep 
Score: -4868258.500000 Penalty: 1748.266357
	Iteration 0F: 2 clusters Score -4868258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -4836781.500000 Penalty: 3496.532715
	Iteration 0F: 3 clusters Score -4836782 nChanged 22028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -4849241.000000 Penalty: 3496.532715
	Iteration 1F: 3 clusters Score -4849241 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4849696.500000 Penalty: 3496.532715
	Iteration 2Q: 3 clusters Score -4849696 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4850298.000000 Penalty: 3496.532715
	Iteration 3Q: 3 clusters Score -4850298 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4851026.000000 Penalty: 3496.532715
	Iteration 4Q: 3 clusters Score -4851026 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4852018.000000 Penalty: 3496.532715
	Iteration 5Q: 3 clusters Score -4852018 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4853216.500000 Penalty: 3496.532715
	Iteration 6Q: 3 clusters Score -4853216 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4854708.500000 Penalty: 3496.532715
	Iteration 7F: 3 clusters Score -4854708 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4856516.500000 Penalty: 3496.532715
	Iteration 8F: 3 clusters Score -4856516 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -4858499.500000 Penalty: 3496.532715
	Iteration 9F: 3 clusters Score -4858500 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4860047.000000 Penalty: 3496.532715
	Iteration 10F: 3 clusters Score -4860047 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4860971.000000 Penalty: 3496.532715
	Iteration 11Q: 3 clusters Score -4860971 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4861364.000000 Penalty: 3496.532715
	Iteration 12Q: 3 clusters Score -4861364 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4861539.000000 Penalty: 3496.532715
	Iteration 13Q: 3 clusters Score -4861539 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4861679.000000 Penalty: 3496.532715
	Iteration 14Q: 3 clusters Score -4861679 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -4861770.000000 Penalty: 3496.532715
	Iteration 15Q: 3 clusters Score -4861770 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -4861853.500000 Penalty: 3496.532715
	Iteration 16Q: 3 clusters Score -4861854 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4861964.000000 Penalty: 3496.532715
	Iteration 17Q: 3 clusters Score -4861964 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4862077.000000 Penalty: 3496.532715
	Iteration 18Q: 3 clusters Score -4862077 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -4862188.000000 Penalty: 3496.532715
	Iteration 19Q: 3 clusters Score -4862188 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4862269.500000 Penalty: 3496.532715
	Iteration 20F: 3 clusters Score -4862270 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4862360.000000 Penalty: 3496.532715
	Iteration 21Q: 3 clusters Score -4862360 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -4862419.000000 Penalty: 3496.532715
	Iteration 22Q: 3 clusters Score -4862419 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -4862537.000000 Penalty: 3496.532715
	Iteration 23Q: 3 clusters Score -4862537 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -4862602.000000 Penalty: 3496.532715
	Iteration 24Q: 3 clusters Score -4862602 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -4862684.500000 Penalty: 3496.532715
	Iteration 25Q: 3 clusters Score -4862684 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -4862800.000000 Penalty: 3496.532715
	Iteration 26Q: 3 clusters Score -4862800 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4862866.500000 Penalty: 3496.532715
	Iteration 27Q: 3 clusters Score -4862866 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -4862943.500000 Penalty: 3496.532715
	Iteration 28Q: 3 clusters Score -4862944 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -4863023.500000 Penalty: 3496.532715
	Iteration 29Q: 3 clusters Score -4863024 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4863128.000000 Penalty: 3496.532715
	Iteration 30Q: 3 clusters Score -4863128 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -4863221.500000 Penalty: 3496.532715
	Iteration 31Q: 3 clusters Score -4863222 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4863304.000000 Penalty: 3496.532715
	Iteration 32Q: 3 clusters Score -4863304 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4863395.000000 Penalty: 3496.532715
	Iteration 33Q: 3 clusters Score -4863395 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4863479.000000 Penalty: 3496.532715
	Iteration 34Q: 3 clusters Score -4863479 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -4863545.500000 Penalty: 3496.532715
	Iteration 35Q: 3 clusters Score -4863546 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4863618.000000 Penalty: 3496.532715
	Iteration 36Q: 3 clusters Score -4863618 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4863692.500000 Penalty: 3496.532715
	Iteration 37Q: 3 clusters Score -4863692 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4863766.000000 Penalty: 3496.532715
	Iteration 38Q: 3 clusters Score -4863766 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4863840.000000 Penalty: 3496.532715
	Iteration 39Q: 3 clusters Score -4863840 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -4863908.000000 Penalty: 3496.532715
	Iteration 40F: 3 clusters Score -4863908 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -4864028.500000 Penalty: 3496.532715
	Iteration 41Q: 3 clusters Score -4864028 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -4864117.000000 Penalty: 3496.532715
	Iteration 42Q: 3 clusters Score -4864117 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4864218.000000 Penalty: 3496.532715
	Iteration 43Q: 3 clusters Score -4864218 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -4864294.000000 Penalty: 3496.532715
	Iteration 44Q: 3 clusters Score -4864294 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -4864416.500000 Penalty: 3496.532715
	Iteration 45Q: 3 clusters Score -4864416 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -4864534.500000 Penalty: 3496.532715
	Iteration 46Q: 3 clusters Score -4864534 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4864630.000000 Penalty: 3496.532715
	Iteration 47Q: 3 clusters Score -4864630 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -4864746.500000 Penalty: 3496.532715
	Iteration 48Q: 3 clusters Score -4864746 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -4864871.000000 Penalty: 3496.532715
	Iteration 49Q: 3 clusters Score -4864871 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4865030.000000 Penalty: 3496.532715
	Iteration 50Q: 3 clusters Score -4865030 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4865213.500000 Penalty: 3496.532715
	Iteration 51Q: 3 clusters Score -4865214 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4865336.000000 Penalty: 3496.532715
	Iteration 52Q: 3 clusters Score -4865336 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4865471.000000 Penalty: 3496.532715
	Iteration 53Q: 3 clusters Score -4865471 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4865603.500000 Penalty: 3496.532715
	Iteration 54Q: 3 clusters Score -4865604 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4865742.000000 Penalty: 3496.532715
	Iteration 55Q: 3 clusters Score -4865742 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4865882.500000 Penalty: 3496.532715
	Iteration 56Q: 3 clusters Score -4865882 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4865993.500000 Penalty: 3496.532715
	Iteration 57Q: 3 clusters Score -4865994 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4866090.500000 Penalty: 3496.532715
	Iteration 58Q: 3 clusters Score -4866090 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4866221.500000 Penalty: 3496.532715
	Iteration 59Q: 3 clusters Score -4866222 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4866298.000000 Penalty: 3496.532715
	Iteration 60F: 3 clusters Score -4866298 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4866395.500000 Penalty: 3496.532715
	Iteration 61Q: 3 clusters Score -4866396 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4866480.500000 Penalty: 3496.532715
	Iteration 62Q: 3 clusters Score -4866480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4866551.000000 Penalty: 3496.532715
	Iteration 63Q: 3 clusters Score -4866551 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4866607.000000 Penalty: 3496.532715
	Iteration 64Q: 3 clusters Score -4866607 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4866641.500000 Penalty: 3496.532715
	Iteration 65Q: 3 clusters Score -4866642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4866669.500000 Penalty: 3496.532715
	Iteration 66Q: 3 clusters Score -4866670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4866700.500000 Penalty: 3496.532715
	Iteration 67Q: 3 clusters Score -4866700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4866721.500000 Penalty: 3496.532715
	Iteration 68Q: 3 clusters Score -4866722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4866732.500000 Penalty: 3496.532715
	Iteration 69Q: 3 clusters Score -4866732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4866757.000000 Penalty: 3496.532715
	Iteration 70Q: 3 clusters Score -4866757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4866758.500000 Penalty: 3496.532715
	Iteration 71Q: 3 clusters Score -4866758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4866766.500000 Penalty: 3496.532715
	Iteration 72Q: 3 clusters Score -4866766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4866775.000000 Penalty: 3496.532715
	Iteration 73Q: 3 clusters Score -4866775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4866781.000000 Penalty: 3496.532715
	Iteration 74Q: 3 clusters Score -4866781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4866785.000000 Penalty: 3496.532715
	Iteration 75Q: 3 clusters Score -4866785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4866790.500000 Penalty: 3496.532715
	Iteration 76Q: 3 clusters Score -4866790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4866794.500000 Penalty: 3496.532715
	Iteration 77Q: 3 clusters Score -4866794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4866794.000000 Penalty: 3496.532715
	Iteration 78Q: 3 clusters Score -4866794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4866796.000000 Penalty: 3496.532715
	Iteration 79Q: 3 clusters Score -4866796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4866798.500000 Penalty: 3496.532715
	Iteration 80F: 3 clusters Score -4866798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4866800.500000 Penalty: 3496.532715
	Iteration 81Q: 3 clusters Score -4866800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4866802.000000 Penalty: 3496.532715
	Iteration 82Q: 3 clusters Score -4866802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4866808.000000 Penalty: 3496.532715
	Iteration 83Q: 3 clusters Score -4866808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4866805.500000 Penalty: 3496.532715
	Iteration 84Q: 3 clusters Score -4866806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4866811.500000 Penalty: 3496.532715
	Iteration 85Q: 3 clusters Score -4866812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4866810.500000 Penalty: 3496.532715
	Iteration 86Q: 3 clusters Score -4866810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4866814.500000 Penalty: 3496.532715
	Iteration 87Q: 3 clusters Score -4866814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4866828.000000 Penalty: 3496.532715
	Iteration 88Q: 3 clusters Score -4866828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4866829.000000 Penalty: 3496.532715
	Iteration 89Q: 3 clusters Score -4866829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4866826.500000 Penalty: 3496.532715
	Iteration 90Q: 3 clusters Score -4866826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4866830.500000 Penalty: 3496.532715
	Iteration 91Q: 3 clusters Score -4866830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4866831.500000 Penalty: 3496.532715
	Iteration 92Q: 3 clusters Score -4866832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4866832.500000 Penalty: 3496.532715
	Iteration 93Q: 3 clusters Score -4866832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4866834.500000 Penalty: 3496.532715
	Iteration 94Q: 3 clusters Score -4866834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4866834.500000 Penalty: 3496.532715
	Iteration 95F: 3 clusters Score -4866834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (84262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Entering Unmasked Estep 
Score: -8394922.000000 Penalty: 1843.024048
	Iteration 0F: 2 clusters Score -8394922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -8338511.500000 Penalty: 3686.048096
	Iteration 0F: 3 clusters Score -8338512 nChanged 40135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8361903.500000 Penalty: 3686.048096
	Iteration 1F: 3 clusters Score -8361904 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -8362530.000000 Penalty: 3686.048096
	Iteration 2Q: 3 clusters Score -8362530 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -8363566.000000 Penalty: 3686.048096
	Iteration 3Q: 3 clusters Score -8363566 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -8365371.000000 Penalty: 3686.048096
	Iteration 4Q: 3 clusters Score -8365371 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -8368206.000000 Penalty: 3686.048096
	Iteration 5F: 3 clusters Score -8368206 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -8372709.000000 Penalty: 3686.048096
	Iteration 6F: 3 clusters Score -8372709 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -8379027.500000 Penalty: 3686.048096
	Iteration 7F: 3 clusters Score -8379028 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -8385650.000000 Penalty: 3686.048096
	Iteration 8F: 3 clusters Score -8385650 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -8390214.000000 Penalty: 3686.048096
	Iteration 9F: 3 clusters Score -8390214 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -8392333.000000 Penalty: 3686.048096
	Iteration 10Q: 3 clusters Score -8392333 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -8393027.000000 Penalty: 3686.048096
	Iteration 11Q: 3 clusters Score -8393027 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -8393239.000000 Penalty: 3686.048096
	Iteration 12Q: 3 clusters Score -8393239 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -8393357.000000 Penalty: 3686.048096
	Iteration 13Q: 3 clusters Score -8393357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
Score: -8393384.000000 Penalty: 3686.048096
	Iteration 14Q: 3 clusters Score -8393384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -8393396.000000 Penalty: 3686.048096
	Iteration 15Q: 3 clusters Score -8393396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -8393410.000000 Penalty: 3686.048096
	Iteration 16Q: 3 clusters Score -8393410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -8393418.000000 Penalty: 3686.048096
	Iteration 17Q: 3 clusters Score -8393418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -8393428.000000 Penalty: 3686.048096
	Iteration 18Q: 3 clusters Score -8393428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -8393430.000000 Penalty: 3686.048096
	Iteration 19Q: 3 clusters Score -8393430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -8393441.000000 Penalty: 3686.048096
	Iteration 20F: 3 clusters Score -8393441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -8393444.000000 Penalty: 3686.048096
	Iteration 21Q: 3 clusters Score -8393444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -8393441.000000 Penalty: 3686.048096
	Iteration 22Q: 3 clusters Score -8393441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -8393441.000000 Penalty: 3686.048096
	Iteration 23F: 3 clusters Score -8393441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (286658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286658 members 
Entering Unmasked Estep 
Score: -29205554.000000 Penalty: 2041.982300
	Iteration 0F: 2 clusters Score -2.920555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142826 members 
Mstep: Class 2 contains 143832 members 
Entering Unmasked Estep 
Score: -29014698.000000 Penalty: 4083.964600
	Iteration 0F: 3 clusters Score -2.90147e+07 nChanged 140009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131453 members 
Mstep: Class 2 contains 155205 members 
Entering Unmasked Estep 
Score: -29101998.000000 Penalty: 4083.964600
	Iteration 1F: 3 clusters Score -2.9102e+07 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124095 members 
Mstep: Class 2 contains 162563 members 
Entering Unmasked Estep 
Score: -29106750.000000 Penalty: 4083.964600
	Iteration 2Q: 3 clusters Score -2.910675e+07 nChanged 14901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113232 members 
Mstep: Class 2 contains 173426 members 
Entering Unmasked Estep 
Score: -29114564.000000 Penalty: 4083.964600
	Iteration 3F: 3 clusters Score -2.911456e+07 nChanged 19285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98295 members 
Mstep: Class 2 contains 188363 members 
Entering Unmasked Estep 
Score: -29127640.000000 Penalty: 4083.964600
	Iteration 4F: 3 clusters Score -2.912764e+07 nChanged 21947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 205794 members 
Entering Unmasked Estep 
Score: -29145194.000000 Penalty: 4083.964600
	Iteration 5F: 3 clusters Score -2.914519e+07 nChanged 20517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 221733 members 
Entering Unmasked Estep 
Score: -29162442.000000 Penalty: 4083.964600
	Iteration 6F: 3 clusters Score -2.916244e+07 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 232699 members 
Entering Unmasked Estep 
Score: -29174100.000000 Penalty: 4083.964600
	Iteration 7F: 3 clusters Score -2.91741e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 239531 members 
Entering Unmasked Estep 
Score: -29180400.000000 Penalty: 4083.964600
	Iteration 8Q: 3 clusters Score -2.91804e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 244525 members 
Entering Unmasked Estep 
Score: -29184008.000000 Penalty: 4083.964600
	Iteration 9Q: 3 clusters Score -2.918401e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 248654 members 
Entering Unmasked Estep 
Score: -29186766.000000 Penalty: 4083.964600
	Iteration 10Q: 3 clusters Score -2.918677e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 252250 members 
Entering Unmasked Estep 
Score: -29188950.000000 Penalty: 4083.964600
	Iteration 11Q: 3 clusters Score -2.918895e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 255486 members 
Entering Unmasked Estep 
Score: -29190958.000000 Penalty: 4083.964600
	Iteration 12Q: 3 clusters Score -2.919096e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 258361 members 
Entering Unmasked Estep 
Score: -29192548.000000 Penalty: 4083.964600
	Iteration 13Q: 3 clusters Score -2.919255e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 260922 members 
Entering Unmasked Estep 
Score: -29194080.000000 Penalty: 4083.964600
	Iteration 14Q: 3 clusters Score -2.919408e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 263297 members 
Entering Unmasked Estep 
Score: -29195242.000000 Penalty: 4083.964600
	Iteration 15Q: 3 clusters Score -2.919524e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 265333 members 
Entering Unmasked Estep 
Score: -29196270.000000 Penalty: 4083.964600
	Iteration 16Q: 3 clusters Score -2.919627e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 267192 members 
Entering Unmasked Estep 
Score: -29197096.000000 Penalty: 4083.964600
	Iteration 17Q: 3 clusters Score -2.91971e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 268808 members 
Entering Unmasked Estep 
Score: -29197766.000000 Penalty: 4083.964600
	Iteration 18Q: 3 clusters Score -2.919777e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 270274 members 
Entering Unmasked Estep 
Score: -29198584.000000 Penalty: 4083.964600
	Iteration 19Q: 3 clusters Score -2.919858e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 271578 members 
Entering Unmasked Estep 
Score: -29199272.000000 Penalty: 4083.964600
	Iteration 20F: 3 clusters Score -2.919927e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 272738 members 
Entering Unmasked Estep 
Score: -29199740.000000 Penalty: 4083.964600
	Iteration 21Q: 3 clusters Score -2.919974e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 273797 members 
Entering Unmasked Estep 
Score: -29200186.000000 Penalty: 4083.964600
	Iteration 22Q: 3 clusters Score -2.920019e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 274779 members 
Entering Unmasked Estep 
Score: -29200596.000000 Penalty: 4083.964600
	Iteration 23Q: 3 clusters Score -2.92006e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 275664 members 
Entering Unmasked Estep 
Score: -29200902.000000 Penalty: 4083.964600
	Iteration 24Q: 3 clusters Score -2.92009e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 276401 members 
Entering Unmasked Estep 
Score: -29201164.000000 Penalty: 4083.964600
	Iteration 25Q: 3 clusters Score -2.920116e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 277115 members 
Entering Unmasked Estep 
Score: -29201394.000000 Penalty: 4083.964600
	Iteration 26Q: 3 clusters Score -2.920139e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 277769 members 
Entering Unmasked Estep 
Score: -29201702.000000 Penalty: 4083.964600
	Iteration 27Q: 3 clusters Score -2.92017e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 278361 members 
Entering Unmasked Estep 
Score: -29201922.000000 Penalty: 4083.964600
	Iteration 28Q: 3 clusters Score -2.920192e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 278872 members 
Entering Unmasked Estep 
Score: -29202142.000000 Penalty: 4083.964600
	Iteration 29Q: 3 clusters Score -2.920214e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 279317 members 
Entering Unmasked Estep 
Score: -29202240.000000 Penalty: 4083.964600
	Iteration 30Q: 3 clusters Score -2.920224e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 279714 members 
Entering Unmasked Estep 
Score: -29202360.000000 Penalty: 4083.964600
	Iteration 31Q: 3 clusters Score -2.920236e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 280060 members 
Entering Unmasked Estep 
Score: -29202498.000000 Penalty: 4083.964600
	Iteration 32Q: 3 clusters Score -2.92025e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 280378 members 
Entering Unmasked Estep 
Score: -29202604.000000 Penalty: 4083.964600
	Iteration 33Q: 3 clusters Score -2.92026e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 280656 members 
Entering Unmasked Estep 
Score: -29202636.000000 Penalty: 4083.964600
	Iteration 34Q: 3 clusters Score -2.920264e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 280909 members 
Entering Unmasked Estep 
Score: -29202730.000000 Penalty: 4083.964600
	Iteration 35Q: 3 clusters Score -2.920273e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 281118 members 
Entering Unmasked Estep 
Score: -29202804.000000 Penalty: 4083.964600
	Iteration 36Q: 3 clusters Score -2.92028e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 281308 members 
Entering Unmasked Estep 
Score: -29202860.000000 Penalty: 4083.964600
	Iteration 37Q: 3 clusters Score -2.920286e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 281464 members 
Entering Unmasked Estep 
Score: -29202894.000000 Penalty: 4083.964600
	Iteration 38Q: 3 clusters Score -2.920289e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 281598 members 
Entering Unmasked Estep 
Score: -29202920.000000 Penalty: 4083.964600
	Iteration 39Q: 3 clusters Score -2.920292e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 281723 members 
Entering Unmasked Estep 
Score: -29202944.000000 Penalty: 4083.964600
	Iteration 40F: 3 clusters Score -2.920294e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 281834 members 
Entering Unmasked Estep 
Score: -29202952.000000 Penalty: 4083.964600
	Iteration 41Q: 3 clusters Score -2.920295e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 281935 members 
Entering Unmasked Estep 
Score: -29202964.000000 Penalty: 4083.964600
	Iteration 42Q: 3 clusters Score -2.920296e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 282027 members 
Entering Unmasked Estep 
Score: -29203022.000000 Penalty: 4083.964600
	Iteration 43Q: 3 clusters Score -2.920302e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 282117 members 
Entering Unmasked Estep 
Score: -29203056.000000 Penalty: 4083.964600
	Iteration 44Q: 3 clusters Score -2.920306e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 282197 members 
Entering Unmasked Estep 
Score: -29203104.000000 Penalty: 4083.964600
	Iteration 45Q: 3 clusters Score -2.92031e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 282264 members 
Entering Unmasked Estep 
Score: -29203120.000000 Penalty: 4083.964600
	Iteration 46Q: 3 clusters Score -2.920312e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 282329 members 
Entering Unmasked Estep 
Score: -29203148.000000 Penalty: 4083.964600
	Iteration 47Q: 3 clusters Score -2.920315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 282375 members 
Entering Unmasked Estep 
Score: -29203154.000000 Penalty: 4083.964600
	Iteration 48Q: 3 clusters Score -2.920315e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 282414 members 
Entering Unmasked Estep 
Score: -29203150.000000 Penalty: 4083.964600
	Iteration 49Q: 3 clusters Score -2.920315e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 282465 members 
Entering Unmasked Estep 
Score: -29203164.000000 Penalty: 4083.964600
	Iteration 50Q: 3 clusters Score -2.920316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 282501 members 
Entering Unmasked Estep 
Score: -29203168.000000 Penalty: 4083.964600
	Iteration 51Q: 3 clusters Score -2.920317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 282529 members 
Entering Unmasked Estep 
Score: -29203170.000000 Penalty: 4083.964600
	Iteration 52Q: 3 clusters Score -2.920317e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 282554 members 
Entering Unmasked Estep 
Score: -29203192.000000 Penalty: 4083.964600
	Iteration 53Q: 3 clusters Score -2.920319e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 282589 members 
Entering Unmasked Estep 
Score: -29203208.000000 Penalty: 4083.964600
	Iteration 54Q: 3 clusters Score -2.920321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 282614 members 
Entering Unmasked Estep 
Score: -29203198.000000 Penalty: 4083.964600
	Iteration 55Q: 3 clusters Score -2.92032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 282633 members 
Entering Unmasked Estep 
Score: -29203212.000000 Penalty: 4083.964600
	Iteration 56Q: 3 clusters Score -2.920321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 282657 members 
Entering Unmasked Estep 
Score: -29203218.000000 Penalty: 4083.964600
	Iteration 57Q: 3 clusters Score -2.920322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 282685 members 
Entering Unmasked Estep 
Score: -29203226.000000 Penalty: 4083.964600
	Iteration 58Q: 3 clusters Score -2.920323e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 282708 members 
Entering Unmasked Estep 
Score: -29203232.000000 Penalty: 4083.964600
	Iteration 59Q: 3 clusters Score -2.920323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 282726 members 
Entering Unmasked Estep 
Score: -29203216.000000 Penalty: 4083.964600
	Iteration 60F: 3 clusters Score -2.920322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 282747 members 
Entering Unmasked Estep 
Score: -29203220.000000 Penalty: 4083.964600
	Iteration 61Q: 3 clusters Score -2.920322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 282765 members 
Entering Unmasked Estep 
Score: -29203226.000000 Penalty: 4083.964600
	Iteration 62Q: 3 clusters Score -2.920323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 282781 members 
Entering Unmasked Estep 
Score: -29203246.000000 Penalty: 4083.964600
	Iteration 63Q: 3 clusters Score -2.920325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 282789 members 
Entering Unmasked Estep 
Score: -29203256.000000 Penalty: 4083.964600
	Iteration 64Q: 3 clusters Score -2.920326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 282800 members 
Entering Unmasked Estep 
Score: -29203256.000000 Penalty: 4083.964600
	Iteration 65Q: 3 clusters Score -2.920326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 282803 members 
Entering Unmasked Estep 
Score: -29203274.000000 Penalty: 4083.964600
	Iteration 66Q: 3 clusters Score -2.920327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 282807 members 
Entering Unmasked Estep 
Score: -29203282.000000 Penalty: 4083.964600
	Iteration 67Q: 3 clusters Score -2.920328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 282809 members 
Entering Unmasked Estep 
Score: -29203282.000000 Penalty: 4083.964600
	Iteration 68Q: 3 clusters Score -2.920328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 282813 members 
Entering Unmasked Estep 
Score: -29203296.000000 Penalty: 4083.964600
	Iteration 69Q: 3 clusters Score -2.92033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 282816 members 
Entering Unmasked Estep 
Score: -29203278.000000 Penalty: 4083.964600
	Iteration 70Q: 3 clusters Score -2.920328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 282820 members 
Entering Unmasked Estep 
Score: -29203272.000000 Penalty: 4083.964600
	Iteration 71Q: 3 clusters Score -2.920327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 282823 members 
Entering Unmasked Estep 
Score: -29203282.000000 Penalty: 4083.964600
	Iteration 72Q: 3 clusters Score -2.920328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 282827 members 
Entering Unmasked Estep 
Score: -29203286.000000 Penalty: 4083.964600
	Iteration 73Q: 3 clusters Score -2.920329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 282830 members 
Entering Unmasked Estep 
Score: -29203292.000000 Penalty: 4083.964600
	Iteration 74Q: 3 clusters Score -2.920329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 282834 members 
Entering Unmasked Estep 
Score: -29203294.000000 Penalty: 4083.964600
	Iteration 75Q: 3 clusters Score -2.920329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 282836 members 
Entering Unmasked Estep 
Score: -29203300.000000 Penalty: 4083.964600
	Iteration 76Q: 3 clusters Score -2.92033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 282836 members 
Entering Unmasked Estep 
Score: -29203300.000000 Penalty: 4083.964600
	Iteration 77F: 3 clusters Score -2.92033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -237133.281250 Penalty: 1251.297974
	Iteration 0F: 2 clusters Score -237133.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -234850.750000 Penalty: 2502.595947
	Iteration 0F: 3 clusters Score -234850.8 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -235352.531250 Penalty: 2502.595947
	Iteration 1F: 3 clusters Score -235352.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -235468.281250 Penalty: 2502.595947
	Iteration 2F: 3 clusters Score -235468.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -235522.859375 Penalty: 2502.595947
	Iteration 3Q: 3 clusters Score -235522.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -235563.328125 Penalty: 2502.595947
	Iteration 4Q: 3 clusters Score -235563.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -235593.203125 Penalty: 2502.595947
	Iteration 5Q: 3 clusters Score -235593.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -235624.171875 Penalty: 2502.595947
	Iteration 6Q: 3 clusters Score -235624.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -235651.093750 Penalty: 2502.595947
	Iteration 7Q: 3 clusters Score -235651.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -235669.453125 Penalty: 2502.595947
	Iteration 8Q: 3 clusters Score -235669.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -235681.046875 Penalty: 2502.595947
	Iteration 9Q: 3 clusters Score -235681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -235693.125000 Penalty: 2502.595947
	Iteration 10Q: 3 clusters Score -235693.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -235701.984375 Penalty: 2502.595947
	Iteration 11Q: 3 clusters Score -235702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -235706.765625 Penalty: 2502.595947
	Iteration 12Q: 3 clusters Score -235706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -235707.718750 Penalty: 2502.595947
	Iteration 13Q: 3 clusters Score -235707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -235707.718750 Penalty: 2502.595947
	Iteration 14F: 3 clusters Score -235707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Entering Unmasked Estep 
Score: -5087844.000000 Penalty: 1757.092163
	Iteration 0F: 2 clusters Score -5087844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -5054383.500000 Penalty: 3514.184326
	Iteration 0F: 3 clusters Score -5054384 nChanged 23484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -5067998.000000 Penalty: 3514.184326
	Iteration 1F: 3 clusters Score -5067998 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -5068688.500000 Penalty: 3514.184326
	Iteration 2Q: 3 clusters Score -5068688 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -5069591.500000 Penalty: 3514.184326
	Iteration 3Q: 3 clusters Score -5069592 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -5070907.500000 Penalty: 3514.184326
	Iteration 4Q: 3 clusters Score -5070908 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -5072726.500000 Penalty: 3514.184326
	Iteration 5F: 3 clusters Score -5072726 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -5075339.500000 Penalty: 3514.184326
	Iteration 6F: 3 clusters Score -5075340 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -5078819.500000 Penalty: 3514.184326
	Iteration 7F: 3 clusters Score -5078820 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -5082421.500000 Penalty: 3514.184326
	Iteration 8F: 3 clusters Score -5082422 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5085091.000000 Penalty: 3514.184326
	Iteration 9F: 3 clusters Score -5085091 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -5087085.000000 Penalty: 3514.184326
	Iteration 10Q: 3 clusters Score -5087085 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5088600.500000 Penalty: 3514.184326
	Iteration 11Q: 3 clusters Score -5088600 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5089508.500000 Penalty: 3514.184326
	Iteration 12Q: 3 clusters Score -5089508 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -5089978.500000 Penalty: 3514.184326
	Iteration 13Q: 3 clusters Score -5089978 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -5090107.000000 Penalty: 3514.184326
	Iteration 14Q: 3 clusters Score -5090107 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5090162.000000 Penalty: 3514.184326
	Iteration 15Q: 3 clusters Score -5090162 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5090172.500000 Penalty: 3514.184326
	Iteration 16Q: 3 clusters Score -5090172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -5090181.500000 Penalty: 3514.184326
	Iteration 17Q: 3 clusters Score -5090182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -5090179.000000 Penalty: 3514.184326
	Iteration 18Q: 3 clusters Score -5090179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5090180.000000 Penalty: 3514.184326
	Iteration 19Q: 3 clusters Score -5090180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -5090185.000000 Penalty: 3514.184326
	Iteration 20F: 3 clusters Score -5090185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5090187.000000 Penalty: 3514.184326
	Iteration 21Q: 3 clusters Score -5090187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -5090198.500000 Penalty: 3514.184326
	Iteration 22Q: 3 clusters Score -5090198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -5090199.500000 Penalty: 3514.184326
	Iteration 23Q: 3 clusters Score -5090200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -5090196.500000 Penalty: 3514.184326
	Iteration 24Q: 3 clusters Score -5090196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -5090197.000000 Penalty: 3514.184326
	Iteration 25Q: 3 clusters Score -5090197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5090196.000000 Penalty: 3514.184326
	Iteration 26Q: 3 clusters Score -5090196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -5090195.000000 Penalty: 3514.184326
	Iteration 27Q: 3 clusters Score -5090195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -5090195.000000 Penalty: 3514.184326
	Iteration 28F: 3 clusters Score -5090195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 206657 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 47031 members 
Mstep: Class 7 contains 84262 members 
Mstep: Class 10 contains 286658 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 22851 members 
Mstep: Class 13 contains 193127 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 41419 members 
Entering Unmasked Estep 
Score: -94087808.000000 Penalty: 33526.671875
Splitting cluster 12 changes total score from -94085144.000000 to -94087808.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 13 (193127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193127 members 
Entering Unmasked Estep 
Score: -19661088.000000 Penalty: 1977.804321
	Iteration 0F: 2 clusters Score -1.966109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96437 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -19531158.000000 Penalty: 3955.608643
	Iteration 0F: 3 clusters Score -1.953116e+07 nChanged 93797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97234 members 
Mstep: Class 2 contains 95893 members 
Entering Unmasked Estep 
Score: -19586760.000000 Penalty: 3955.608643
	Iteration 1F: 3 clusters Score -1.958676e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96709 members 
Mstep: Class 2 contains 96418 members 
Entering Unmasked Estep 
Score: -19587670.000000 Penalty: 3955.608643
	Iteration 2Q: 3 clusters Score -1.958767e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95917 members 
Mstep: Class 2 contains 97210 members 
Entering Unmasked Estep 
Score: -19588628.000000 Penalty: 3955.608643
	Iteration 3Q: 3 clusters Score -1.958863e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94737 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -19589956.000000 Penalty: 3955.608643
	Iteration 4Q: 3 clusters Score -1.958996e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -19592032.000000 Penalty: 3955.608643
	Iteration 5Q: 3 clusters Score -1.959203e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 102578 members 
Entering Unmasked Estep 
Score: -19595670.000000 Penalty: 3955.608643
	Iteration 6Q: 3 clusters Score -1.959567e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 106108 members 
Entering Unmasked Estep 
Score: -19601924.000000 Penalty: 3955.608643
	Iteration 7F: 3 clusters Score -1.960192e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -19611940.000000 Penalty: 3955.608643
	Iteration 8F: 3 clusters Score -1.961194e+07 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 115503 members 
Entering Unmasked Estep 
Score: -19623224.000000 Penalty: 3955.608643
	Iteration 9F: 3 clusters Score -1.962322e+07 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 119180 members 
Entering Unmasked Estep 
Score: -19630588.000000 Penalty: 3955.608643
	Iteration 10F: 3 clusters Score -1.963059e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 122134 members 
Entering Unmasked Estep 
Score: -19633676.000000 Penalty: 3955.608643
	Iteration 11Q: 3 clusters Score -1.963368e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 124977 members 
Entering Unmasked Estep 
Score: -19635358.000000 Penalty: 3955.608643
	Iteration 12Q: 3 clusters Score -1.963536e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -19636632.000000 Penalty: 3955.608643
	Iteration 13Q: 3 clusters Score -1.963663e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 131241 members 
Entering Unmasked Estep 
Score: -19637984.000000 Penalty: 3955.608643
	Iteration 14Q: 3 clusters Score -1.963798e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 134619 members 
Entering Unmasked Estep 
Score: -19639564.000000 Penalty: 3955.608643
	Iteration 15Q: 3 clusters Score -1.963956e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 138084 members 
Entering Unmasked Estep 
Score: -19641072.000000 Penalty: 3955.608643
	Iteration 16Q: 3 clusters Score -1.964107e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 141661 members 
Entering Unmasked Estep 
Score: -19642946.000000 Penalty: 3955.608643
	Iteration 17Q: 3 clusters Score -1.964295e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 145265 members 
Entering Unmasked Estep 
Score: -19645048.000000 Penalty: 3955.608643
	Iteration 18Q: 3 clusters Score -1.964505e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -19647028.000000 Penalty: 3955.608643
	Iteration 19Q: 3 clusters Score -1.964703e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 151871 members 
Entering Unmasked Estep 
Score: -19648962.000000 Penalty: 3955.608643
	Iteration 20F: 3 clusters Score -1.964896e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 154946 members 
Entering Unmasked Estep 
Score: -19650842.000000 Penalty: 3955.608643
	Iteration 21Q: 3 clusters Score -1.965084e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 157595 members 
Entering Unmasked Estep 
Score: -19652162.000000 Penalty: 3955.608643
	Iteration 22Q: 3 clusters Score -1.965216e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 159895 members 
Entering Unmasked Estep 
Score: -19653292.000000 Penalty: 3955.608643
	Iteration 23Q: 3 clusters Score -1.965329e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -19654082.000000 Penalty: 3955.608643
	Iteration 24Q: 3 clusters Score -1.965408e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -19654828.000000 Penalty: 3955.608643
	Iteration 25Q: 3 clusters Score -1.965483e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 165708 members 
Entering Unmasked Estep 
Score: -19655370.000000 Penalty: 3955.608643
	Iteration 26Q: 3 clusters Score -1.965537e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 167336 members 
Entering Unmasked Estep 
Score: -19655854.000000 Penalty: 3955.608643
	Iteration 27Q: 3 clusters Score -1.965585e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 168856 members 
Entering Unmasked Estep 
Score: -19656214.000000 Penalty: 3955.608643
	Iteration 28Q: 3 clusters Score -1.965621e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 170249 members 
Entering Unmasked Estep 
Score: -19656616.000000 Penalty: 3955.608643
	Iteration 29Q: 3 clusters Score -1.965662e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 171585 members 
Entering Unmasked Estep 
Score: -19656946.000000 Penalty: 3955.608643
	Iteration 30Q: 3 clusters Score -1.965695e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -19657348.000000 Penalty: 3955.608643
	Iteration 31Q: 3 clusters Score -1.965735e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -19657660.000000 Penalty: 3955.608643
	Iteration 32Q: 3 clusters Score -1.965766e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 175082 members 
Entering Unmasked Estep 
Score: -19657962.000000 Penalty: 3955.608643
	Iteration 33Q: 3 clusters Score -1.965796e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 176127 members 
Entering Unmasked Estep 
Score: -19658216.000000 Penalty: 3955.608643
	Iteration 34Q: 3 clusters Score -1.965822e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 177090 members 
Entering Unmasked Estep 
Score: -19658440.000000 Penalty: 3955.608643
	Iteration 35Q: 3 clusters Score -1.965844e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 178012 members 
Entering Unmasked Estep 
Score: -19658740.000000 Penalty: 3955.608643
	Iteration 36Q: 3 clusters Score -1.965874e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 178889 members 
Entering Unmasked Estep 
Score: -19658956.000000 Penalty: 3955.608643
	Iteration 37Q: 3 clusters Score -1.965896e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 179681 members 
Entering Unmasked Estep 
Score: -19659140.000000 Penalty: 3955.608643
	Iteration 38Q: 3 clusters Score -1.965914e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 180400 members 
Entering Unmasked Estep 
Score: -19659308.000000 Penalty: 3955.608643
	Iteration 39Q: 3 clusters Score -1.965931e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 181085 members 
Entering Unmasked Estep 
Score: -19659458.000000 Penalty: 3955.608643
	Iteration 40F: 3 clusters Score -1.965946e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 181753 members 
Entering Unmasked Estep 
Score: -19659544.000000 Penalty: 3955.608643
	Iteration 41Q: 3 clusters Score -1.965954e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 182362 members 
Entering Unmasked Estep 
Score: -19659660.000000 Penalty: 3955.608643
	Iteration 42Q: 3 clusters Score -1.965966e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 182886 members 
Entering Unmasked Estep 
Score: -19659796.000000 Penalty: 3955.608643
	Iteration 43Q: 3 clusters Score -1.96598e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 183392 members 
Entering Unmasked Estep 
Score: -19659864.000000 Penalty: 3955.608643
	Iteration 44Q: 3 clusters Score -1.965986e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 183833 members 
Entering Unmasked Estep 
Score: -19659930.000000 Penalty: 3955.608643
	Iteration 45Q: 3 clusters Score -1.965993e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 184244 members 
Entering Unmasked Estep 
Score: -19660022.000000 Penalty: 3955.608643
	Iteration 46Q: 3 clusters Score -1.966002e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 184599 members 
Entering Unmasked Estep 
Score: -19660090.000000 Penalty: 3955.608643
	Iteration 47Q: 3 clusters Score -1.966009e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 184905 members 
Entering Unmasked Estep 
Score: -19660154.000000 Penalty: 3955.608643
	Iteration 48Q: 3 clusters Score -1.966015e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 185180 members 
Entering Unmasked Estep 
Score: -19660188.000000 Penalty: 3955.608643
	Iteration 49Q: 3 clusters Score -1.966019e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 185425 members 
Entering Unmasked Estep 
Score: -19660244.000000 Penalty: 3955.608643
	Iteration 50Q: 3 clusters Score -1.966024e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 185651 members 
Entering Unmasked Estep 
Score: -19660272.000000 Penalty: 3955.608643
	Iteration 51Q: 3 clusters Score -1.966027e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 185827 members 
Entering Unmasked Estep 
Score: -19660286.000000 Penalty: 3955.608643
	Iteration 52Q: 3 clusters Score -1.966029e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 185989 members 
Entering Unmasked Estep 
Score: -19660338.000000 Penalty: 3955.608643
	Iteration 53Q: 3 clusters Score -1.966034e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 186140 members 
Entering Unmasked Estep 
Score: -19660338.000000 Penalty: 3955.608643
	Iteration 54Q: 3 clusters Score -1.966034e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 186268 members 
Entering Unmasked Estep 
Score: -19660314.000000 Penalty: 3955.608643
	Iteration 55Q: 3 clusters Score -1.966031e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 186371 members 
Entering Unmasked Estep 
Score: -19660318.000000 Penalty: 3955.608643
	Iteration 56Q: 3 clusters Score -1.966032e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 186467 members 
Entering Unmasked Estep 
Score: -19660312.000000 Penalty: 3955.608643
	Iteration 57Q: 3 clusters Score -1.966031e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 186561 members 
Entering Unmasked Estep 
Score: -19660348.000000 Penalty: 3955.608643
	Iteration 58Q: 3 clusters Score -1.966035e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 186657 members 
Entering Unmasked Estep 
Score: -19660378.000000 Penalty: 3955.608643
	Iteration 59Q: 3 clusters Score -1.966038e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 186744 members 
Entering Unmasked Estep 
Score: -19660402.000000 Penalty: 3955.608643
	Iteration 60F: 3 clusters Score -1.96604e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 186834 members 
Entering Unmasked Estep 
Score: -19660420.000000 Penalty: 3955.608643
	Iteration 61Q: 3 clusters Score -1.966042e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 186910 members 
Entering Unmasked Estep 
Score: -19660422.000000 Penalty: 3955.608643
	Iteration 62Q: 3 clusters Score -1.966042e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 186972 members 
Entering Unmasked Estep 
Score: -19660424.000000 Penalty: 3955.608643
	Iteration 63Q: 3 clusters Score -1.966042e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 187016 members 
Entering Unmasked Estep 
Score: -19660418.000000 Penalty: 3955.608643
	Iteration 64Q: 3 clusters Score -1.966042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 187054 members 
Entering Unmasked Estep 
Score: -19660440.000000 Penalty: 3955.608643
	Iteration 65Q: 3 clusters Score -1.966044e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 187093 members 
Entering Unmasked Estep 
Score: -19660434.000000 Penalty: 3955.608643
	Iteration 66Q: 3 clusters Score -1.966043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 187129 members 
Entering Unmasked Estep 
Score: -19660416.000000 Penalty: 3955.608643
	Iteration 67Q: 3 clusters Score -1.966042e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 187171 members 
Entering Unmasked Estep 
Score: -19660432.000000 Penalty: 3955.608643
	Iteration 68Q: 3 clusters Score -1.966043e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 187217 members 
Entering Unmasked Estep 
Score: -19660450.000000 Penalty: 3955.608643
	Iteration 69Q: 3 clusters Score -1.966045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 187256 members 
Entering Unmasked Estep 
Score: -19660472.000000 Penalty: 3955.608643
	Iteration 70Q: 3 clusters Score -1.966047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 187290 members 
Entering Unmasked Estep 
Score: -19660448.000000 Penalty: 3955.608643
	Iteration 71Q: 3 clusters Score -1.966045e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 187323 members 
Entering Unmasked Estep 
Score: -19660434.000000 Penalty: 3955.608643
	Iteration 72Q: 3 clusters Score -1.966043e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 187355 members 
Entering Unmasked Estep 
Score: -19660434.000000 Penalty: 3955.608643
	Iteration 73Q: 3 clusters Score -1.966043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 187375 members 
Entering Unmasked Estep 
Score: -19660424.000000 Penalty: 3955.608643
	Iteration 74Q: 3 clusters Score -1.966042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 187389 members 
Entering Unmasked Estep 
Score: -19660428.000000 Penalty: 3955.608643
	Iteration 75Q: 3 clusters Score -1.966043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 187402 members 
Entering Unmasked Estep 
Score: -19660438.000000 Penalty: 3955.608643
	Iteration 76Q: 3 clusters Score -1.966044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -19660442.000000 Penalty: 3955.608643
	Iteration 77Q: 3 clusters Score -1.966044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 187424 members 
Entering Unmasked Estep 
Score: -19660458.000000 Penalty: 3955.608643
	Iteration 78Q: 3 clusters Score -1.966046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 187428 members 
Entering Unmasked Estep 
Score: -19660462.000000 Penalty: 3955.608643
	Iteration 79Q: 3 clusters Score -1.966046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 187431 members 
Entering Unmasked Estep 
Score: -19660468.000000 Penalty: 3955.608643
	Iteration 80F: 3 clusters Score -1.966047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 187435 members 
Entering Unmasked Estep 
Score: -19660460.000000 Penalty: 3955.608643
	Iteration 81Q: 3 clusters Score -1.966046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 187438 members 
Entering Unmasked Estep 
Score: -19660466.000000 Penalty: 3955.608643
	Iteration 82Q: 3 clusters Score -1.966047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 187440 members 
Entering Unmasked Estep 
Score: -19660466.000000 Penalty: 3955.608643
	Iteration 83Q: 3 clusters Score -1.966047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 187444 members 
Entering Unmasked Estep 
Score: -19660476.000000 Penalty: 3955.608643
	Iteration 84Q: 3 clusters Score -1.966048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 187450 members 
Entering Unmasked Estep 
Score: -19660470.000000 Penalty: 3955.608643
	Iteration 85Q: 3 clusters Score -1.966047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 187459 members 
Entering Unmasked Estep 
Score: -19660452.000000 Penalty: 3955.608643
	Iteration 86Q: 3 clusters Score -1.966045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 187465 members 
Entering Unmasked Estep 
Score: -19660440.000000 Penalty: 3955.608643
	Iteration 87Q: 3 clusters Score -1.966044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 187469 members 
Entering Unmasked Estep 
Score: -19660436.000000 Penalty: 3955.608643
	Iteration 88Q: 3 clusters Score -1.966044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 187480 members 
Entering Unmasked Estep 
Score: -19660438.000000 Penalty: 3955.608643
	Iteration 89Q: 3 clusters Score -1.966044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 187486 members 
Entering Unmasked Estep 
Score: -19660442.000000 Penalty: 3955.608643
	Iteration 90Q: 3 clusters Score -1.966044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 187492 members 
Entering Unmasked Estep 
Score: -19660448.000000 Penalty: 3955.608643
	Iteration 91Q: 3 clusters Score -1.966045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 187497 members 
Entering Unmasked Estep 
Score: -19660446.000000 Penalty: 3955.608643
	Iteration 92Q: 3 clusters Score -1.966045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 187500 members 
Entering Unmasked Estep 
Score: -19660444.000000 Penalty: 3955.608643
	Iteration 93Q: 3 clusters Score -1.966044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 187502 members 
Entering Unmasked Estep 
Score: -19660444.000000 Penalty: 3955.608643
	Iteration 94Q: 3 clusters Score -1.966044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 187505 members 
Entering Unmasked Estep 
Score: -19660438.000000 Penalty: 3955.608643
	Iteration 95Q: 3 clusters Score -1.966044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 187510 members 
Entering Unmasked Estep 
Score: -19660426.000000 Penalty: 3955.608643
	Iteration 96Q: 3 clusters Score -1.966043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 187513 members 
Entering Unmasked Estep 
Score: -19660434.000000 Penalty: 3955.608643
	Iteration 97Q: 3 clusters Score -1.966043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 187514 members 
Entering Unmasked Estep 
Score: -19660432.000000 Penalty: 3955.608643
	Iteration 98Q: 3 clusters Score -1.966043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 187517 members 
Entering Unmasked Estep 
Score: -19660430.000000 Penalty: 3955.608643
	Iteration 99Q: 3 clusters Score -1.966043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 187518 members 
Entering Unmasked Estep 
Score: -19660424.000000 Penalty: 3955.608643
	Iteration 100F: 3 clusters Score -1.966042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 187521 members 
Entering Unmasked Estep 
Score: -19660436.000000 Penalty: 3955.608643
	Iteration 101Q: 3 clusters Score -1.966044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 187523 members 
Entering Unmasked Estep 
Score: -19660432.000000 Penalty: 3955.608643
	Iteration 102Q: 3 clusters Score -1.966043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 187526 members 
Entering Unmasked Estep 
Score: -19660428.000000 Penalty: 3955.608643
	Iteration 103Q: 3 clusters Score -1.966043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 187530 members 
Entering Unmasked Estep 
Score: -19660436.000000 Penalty: 3955.608643
	Iteration 104Q: 3 clusters Score -1.966044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 187534 members 
Entering Unmasked Estep 
Score: -19660432.000000 Penalty: 3955.608643
	Iteration 105Q: 3 clusters Score -1.966043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 187536 members 
Entering Unmasked Estep 
Score: -19660440.000000 Penalty: 3955.608643
	Iteration 106Q: 3 clusters Score -1.966044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 187539 members 
Entering Unmasked Estep 
Score: -19660436.000000 Penalty: 3955.608643
	Iteration 107Q: 3 clusters Score -1.966044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 187541 members 
Entering Unmasked Estep 
Score: -19660434.000000 Penalty: 3955.608643
	Iteration 108Q: 3 clusters Score -1.966043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 187542 members 
Entering Unmasked Estep 
Score: -19660436.000000 Penalty: 3955.608643
	Iteration 109Q: 3 clusters Score -1.966044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 187545 members 
Entering Unmasked Estep 
Score: -19660444.000000 Penalty: 3955.608643
	Iteration 110Q: 3 clusters Score -1.966044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 187547 members 
Entering Unmasked Estep 
Score: -19660434.000000 Penalty: 3955.608643
	Iteration 111Q: 3 clusters Score -1.966043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 187547 members 
Entering Unmasked Estep 
Score: -19660434.000000 Penalty: 3955.608643
	Iteration 112F: 3 clusters Score -1.966043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -432714.187500 Penalty: 1369.182007
	Iteration 0F: 2 clusters Score -432714.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -429092.593750 Penalty: 2738.364014
	Iteration 0F: 3 clusters Score -429092.6 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -430575.281250 Penalty: 2738.364014
	Iteration 1F: 3 clusters Score -430575.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -431788.687500 Penalty: 2738.364014
	Iteration 2F: 3 clusters Score -431788.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -433537.656250 Penalty: 2738.364014
	Iteration 3F: 3 clusters Score -433537.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -434713.000000 Penalty: 2738.364014
	Iteration 4F: 3 clusters Score -434713 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -434996.156250 Penalty: 2738.364014
	Iteration 5Q: 3 clusters Score -434996.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -435023.625000 Penalty: 2738.364014
	Iteration 6Q: 3 clusters Score -435023.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -435030.312500 Penalty: 2738.364014
	Iteration 7Q: 3 clusters Score -435030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -435032.906250 Penalty: 2738.364014
	Iteration 8Q: 3 clusters Score -435032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -435032.500000 Penalty: 2738.364014
	Iteration 9Q: 3 clusters Score -435032.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -435032.500000 Penalty: 2738.364014
	Iteration 10F: 3 clusters Score -435032.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 206657 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 47031 members 
Mstep: Class 7 contains 84262 members 
Mstep: Class 10 contains 286658 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 22851 members 
Mstep: Class 13 contains 193127 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 41419 members 
Entering Unmasked Estep 
Score: -94089392.000000 Penalty: 35761.781250
Splitting cluster 14 changes total score from -94085144.000000 to -94089392.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 15 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -420425.343750 Penalty: 1350.562256
	Iteration 0F: 2 clusters Score -420425.3 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 2045 members 
Entering Unmasked Estep 
Score: -416993.687500 Penalty: 2701.124512
	Iteration 0F: 3 clusters Score -416993.7 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -417886.343750 Penalty: 2701.124512
	Iteration 1F: 3 clusters Score -417886.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -418024.781250 Penalty: 2701.124512
	Iteration 2F: 3 clusters Score -418024.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -418100.718750 Penalty: 2701.124512
	Iteration 3Q: 3 clusters Score -418100.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -418148.750000 Penalty: 2701.124512
	Iteration 4Q: 3 clusters Score -418148.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -418194.843750 Penalty: 2701.124512
	Iteration 5Q: 3 clusters Score -418194.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -418227.625000 Penalty: 2701.124512
	Iteration 6Q: 3 clusters Score -418227.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -418257.468750 Penalty: 2701.124512
	Iteration 7Q: 3 clusters Score -418257.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -418283.718750 Penalty: 2701.124512
	Iteration 8Q: 3 clusters Score -418283.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -418308.156250 Penalty: 2701.124512
	Iteration 9Q: 3 clusters Score -418308.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -418327.218750 Penalty: 2701.124512
	Iteration 10Q: 3 clusters Score -418327.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -418352.500000 Penalty: 2701.124512
	Iteration 11Q: 3 clusters Score -418352.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -418384.312500 Penalty: 2701.124512
	Iteration 12Q: 3 clusters Score -418384.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -418413.593750 Penalty: 2701.124512
	Iteration 13Q: 3 clusters Score -418413.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -418434.781250 Penalty: 2701.124512
	Iteration 14Q: 3 clusters Score -418434.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -418465.625000 Penalty: 2701.124512
	Iteration 15Q: 3 clusters Score -418465.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -418504.500000 Penalty: 2701.124512
	Iteration 16Q: 3 clusters Score -418504.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -418539.375000 Penalty: 2701.124512
	Iteration 17Q: 3 clusters Score -418539.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -418585.250000 Penalty: 2701.124512
	Iteration 18Q: 3 clusters Score -418585.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -418643.218750 Penalty: 2701.124512
	Iteration 19Q: 3 clusters Score -418643.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -418717.437500 Penalty: 2701.124512
	Iteration 20F: 3 clusters Score -418717.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -418779.906250 Penalty: 2701.124512
	Iteration 21Q: 3 clusters Score -418779.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -418834.156250 Penalty: 2701.124512
	Iteration 22Q: 3 clusters Score -418834.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -418881.750000 Penalty: 2701.124512
	Iteration 23Q: 3 clusters Score -418881.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -418920.593750 Penalty: 2701.124512
	Iteration 24Q: 3 clusters Score -418920.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -418949.531250 Penalty: 2701.124512
	Iteration 25Q: 3 clusters Score -418949.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -418970.843750 Penalty: 2701.124512
	Iteration 26Q: 3 clusters Score -418970.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -418977.968750 Penalty: 2701.124512
	Iteration 27Q: 3 clusters Score -418978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -418987.656250 Penalty: 2701.124512
	Iteration 28Q: 3 clusters Score -418987.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -419003.093750 Penalty: 2701.124512
	Iteration 29Q: 3 clusters Score -419003.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -419020.937500 Penalty: 2701.124512
	Iteration 30Q: 3 clusters Score -419020.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -419031.812500 Penalty: 2701.124512
	Iteration 31Q: 3 clusters Score -419031.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -419046.906250 Penalty: 2701.124512
	Iteration 32Q: 3 clusters Score -419046.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -419064.562500 Penalty: 2701.124512
	Iteration 33Q: 3 clusters Score -419064.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -419080.375000 Penalty: 2701.124512
	Iteration 34Q: 3 clusters Score -419080.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -419095.312500 Penalty: 2701.124512
	Iteration 35Q: 3 clusters Score -419095.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -419111.906250 Penalty: 2701.124512
	Iteration 36Q: 3 clusters Score -419111.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -419124.281250 Penalty: 2701.124512
	Iteration 37Q: 3 clusters Score -419124.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -419131.562500 Penalty: 2701.124512
	Iteration 38Q: 3 clusters Score -419131.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -419139.187500 Penalty: 2701.124512
	Iteration 39Q: 3 clusters Score -419139.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -419145.968750 Penalty: 2701.124512
	Iteration 40F: 3 clusters Score -419146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -419152.125000 Penalty: 2701.124512
	Iteration 41Q: 3 clusters Score -419152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -419155.656250 Penalty: 2701.124512
	Iteration 42Q: 3 clusters Score -419155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -419158.843750 Penalty: 2701.124512
	Iteration 43Q: 3 clusters Score -419158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -419159.875000 Penalty: 2701.124512
	Iteration 44Q: 3 clusters Score -419159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -419162.093750 Penalty: 2701.124512
	Iteration 45Q: 3 clusters Score -419162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -419163.875000 Penalty: 2701.124512
	Iteration 46Q: 3 clusters Score -419163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -419165.062500 Penalty: 2701.124512
	Iteration 47Q: 3 clusters Score -419165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -419165.062500 Penalty: 2701.124512
	Iteration 48F: 3 clusters Score -419165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -175652.718750 Penalty: 1204.868042
	Iteration 0F: 2 clusters Score -175652.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -173748.750000 Penalty: 2409.736084
	Iteration 0F: 3 clusters Score -173748.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -174129.937500 Penalty: 2409.736084
	Iteration 1F: 3 clusters Score -174129.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174210.718750 Penalty: 2409.736084
	Iteration 2F: 3 clusters Score -174210.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174247.578125 Penalty: 2409.736084
	Iteration 3Q: 3 clusters Score -174247.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174262.890625 Penalty: 2409.736084
	Iteration 4Q: 3 clusters Score -174262.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -174274.046875 Penalty: 2409.736084
	Iteration 5Q: 3 clusters Score -174274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -174283.812500 Penalty: 2409.736084
	Iteration 6Q: 3 clusters Score -174283.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174289.968750 Penalty: 2409.736084
	Iteration 7Q: 3 clusters Score -174290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174295.859375 Penalty: 2409.736084
	Iteration 8Q: 3 clusters Score -174295.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -174299.140625 Penalty: 2409.736084
	Iteration 9Q: 3 clusters Score -174299.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -174301.265625 Penalty: 2409.736084
	Iteration 10Q: 3 clusters Score -174301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -174302.484375 Penalty: 2409.736084
	Iteration 11Q: 3 clusters Score -174302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -174304.281250 Penalty: 2409.736084
	Iteration 12Q: 3 clusters Score -174304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174304.906250 Penalty: 2409.736084
	Iteration 13Q: 3 clusters Score -174304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -174306.750000 Penalty: 2409.736084
	Iteration 14Q: 3 clusters Score -174306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -174307.734375 Penalty: 2409.736084
	Iteration 15Q: 3 clusters Score -174307.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -174307.734375 Penalty: 2409.736084
	Iteration 16F: 3 clusters Score -174307.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Entering Unmasked Estep 
Score: -1099330.250000 Penalty: 1517.801270
	Iteration 0F: 2 clusters Score -1099330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1091225.875000 Penalty: 3035.602539
	Iteration 0F: 3 clusters Score -1091226 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1093913.750000 Penalty: 3035.602539
	Iteration 1F: 3 clusters Score -1093914 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1094269.625000 Penalty: 3035.602539
	Iteration 2F: 3 clusters Score -1094270 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1094731.625000 Penalty: 3035.602539
	Iteration 3F: 3 clusters Score -1094732 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1095525.250000 Penalty: 3035.602539
	Iteration 4F: 3 clusters Score -1095525 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1096681.875000 Penalty: 3035.602539
	Iteration 5F: 3 clusters Score -1096682 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1097809.000000 Penalty: 3035.602539
	Iteration 6F: 3 clusters Score -1097809 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1098702.375000 Penalty: 3035.602539
	Iteration 7F: 3 clusters Score -1098702 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1099210.750000 Penalty: 3035.602539
	Iteration 8F: 3 clusters Score -1099211 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1099467.125000 Penalty: 3035.602539
	Iteration 9Q: 3 clusters Score -1099467 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1099600.375000 Penalty: 3035.602539
	Iteration 10Q: 3 clusters Score -1099600 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1099691.250000 Penalty: 3035.602539
	Iteration 11Q: 3 clusters Score -1099691 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1099742.375000 Penalty: 3035.602539
	Iteration 12Q: 3 clusters Score -1099742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1099777.000000 Penalty: 3035.602539
	Iteration 13Q: 3 clusters Score -1099777 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1099805.500000 Penalty: 3035.602539
	Iteration 14Q: 3 clusters Score -1099806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1099831.750000 Penalty: 3035.602539
	Iteration 15Q: 3 clusters Score -1099832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1099851.000000 Penalty: 3035.602539
	Iteration 16Q: 3 clusters Score -1099851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1099869.000000 Penalty: 3035.602539
	Iteration 17Q: 3 clusters Score -1099869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1099881.750000 Penalty: 3035.602539
	Iteration 18Q: 3 clusters Score -1099882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1099895.750000 Penalty: 3035.602539
	Iteration 19Q: 3 clusters Score -1099896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1099910.000000 Penalty: 3035.602539
	Iteration 20F: 3 clusters Score -1099910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1099920.125000 Penalty: 3035.602539
	Iteration 21Q: 3 clusters Score -1099920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1099928.500000 Penalty: 3035.602539
	Iteration 22Q: 3 clusters Score -1099928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1099931.500000 Penalty: 3035.602539
	Iteration 23Q: 3 clusters Score -1099932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1099937.000000 Penalty: 3035.602539
	Iteration 24Q: 3 clusters Score -1099937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1099941.500000 Penalty: 3035.602539
	Iteration 25Q: 3 clusters Score -1099942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1099944.250000 Penalty: 3035.602539
	Iteration 26Q: 3 clusters Score -1099944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1099945.625000 Penalty: 3035.602539
	Iteration 27Q: 3 clusters Score -1099946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1099946.375000 Penalty: 3035.602539
	Iteration 28Q: 3 clusters Score -1099946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1099947.000000 Penalty: 3035.602539
	Iteration 29Q: 3 clusters Score -1099947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1099948.625000 Penalty: 3035.602539
	Iteration 30Q: 3 clusters Score -1099949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1099952.375000 Penalty: 3035.602539
	Iteration 31Q: 3 clusters Score -1099952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1099954.250000 Penalty: 3035.602539
	Iteration 32Q: 3 clusters Score -1099954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1099957.375000 Penalty: 3035.602539
	Iteration 33Q: 3 clusters Score -1099957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1099957.750000 Penalty: 3035.602539
	Iteration 34Q: 3 clusters Score -1099958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1099962.625000 Penalty: 3035.602539
	Iteration 35Q: 3 clusters Score -1099963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1099959.625000 Penalty: 3035.602539
	Iteration 36Q: 3 clusters Score -1099960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1099959.750000 Penalty: 3035.602539
	Iteration 37Q: 3 clusters Score -1099960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1099960.125000 Penalty: 3035.602539
	Iteration 38Q: 3 clusters Score -1099960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1099961.250000 Penalty: 3035.602539
	Iteration 39Q: 3 clusters Score -1099961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1099961.375000 Penalty: 3035.602539
	Iteration 40F: 3 clusters Score -1099961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1099961.875000 Penalty: 3035.602539
	Iteration 41Q: 3 clusters Score -1099962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1099961.875000 Penalty: 3035.602539
	Iteration 42F: 3 clusters Score -1099962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 206657 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 47031 members 
Mstep: Class 7 contains 84262 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 10 contains 286658 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 22851 members 
Mstep: Class 13 contains 193127 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 10281 members 
Mstep: Class 20 contains 41419 members 
Entering Unmasked Estep 
Score: -94088744.000000 Penalty: 37996.894531
Splitting cluster 19 changes total score from -94085144.000000 to -94088744.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 20 (41419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Entering Unmasked Estep 
Score: -4266543.500000 Penalty: 1727.617920
	Iteration 0F: 2 clusters Score -4266544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4238918.000000 Penalty: 3455.235840
	Iteration 0F: 3 clusters Score -4238918 nChanged 19246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -4249746.000000 Penalty: 3455.235840
	Iteration 1F: 3 clusters Score -4249746 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4250293.500000 Penalty: 3455.235840
	Iteration 2Q: 3 clusters Score -4250294 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4250924.500000 Penalty: 3455.235840
	Iteration 3Q: 3 clusters Score -4250924 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4251676.000000 Penalty: 3455.235840
	Iteration 4Q: 3 clusters Score -4251676 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -4252599.000000 Penalty: 3455.235840
	Iteration 5Q: 3 clusters Score -4252599 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -4253646.500000 Penalty: 3455.235840
	Iteration 6Q: 3 clusters Score -4253646 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4254961.500000 Penalty: 3455.235840
	Iteration 7F: 3 clusters Score -4254962 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -4256542.500000 Penalty: 3455.235840
	Iteration 8F: 3 clusters Score -4256542 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4258099.000000 Penalty: 3455.235840
	Iteration 9F: 3 clusters Score -4258099 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -4259311.000000 Penalty: 3455.235840
	Iteration 10F: 3 clusters Score -4259311 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4260111.000000 Penalty: 3455.235840
	Iteration 11Q: 3 clusters Score -4260111 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -4260561.000000 Penalty: 3455.235840
	Iteration 12Q: 3 clusters Score -4260561 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4260794.000000 Penalty: 3455.235840
	Iteration 13Q: 3 clusters Score -4260794 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -4260954.000000 Penalty: 3455.235840
	Iteration 14Q: 3 clusters Score -4260954 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -4261078.000000 Penalty: 3455.235840
	Iteration 15Q: 3 clusters Score -4261078 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4261199.500000 Penalty: 3455.235840
	Iteration 16Q: 3 clusters Score -4261200 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -4261325.000000 Penalty: 3455.235840
	Iteration 17Q: 3 clusters Score -4261325 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -4261452.000000 Penalty: 3455.235840
	Iteration 18Q: 3 clusters Score -4261452 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -4261580.500000 Penalty: 3455.235840
	Iteration 19Q: 3 clusters Score -4261580 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -4261707.500000 Penalty: 3455.235840
	Iteration 20F: 3 clusters Score -4261708 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -4261867.000000 Penalty: 3455.235840
	Iteration 21Q: 3 clusters Score -4261867 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -4262015.500000 Penalty: 3455.235840
	Iteration 22Q: 3 clusters Score -4262016 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4262146.000000 Penalty: 3455.235840
	Iteration 23Q: 3 clusters Score -4262146 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -4262300.500000 Penalty: 3455.235840
	Iteration 24Q: 3 clusters Score -4262300 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -4262447.000000 Penalty: 3455.235840
	Iteration 25Q: 3 clusters Score -4262447 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -4262634.000000 Penalty: 3455.235840
	Iteration 26Q: 3 clusters Score -4262634 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4262813.000000 Penalty: 3455.235840
	Iteration 27Q: 3 clusters Score -4262813 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4263030.500000 Penalty: 3455.235840
	Iteration 28Q: 3 clusters Score -4263030 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4263232.500000 Penalty: 3455.235840
	Iteration 29Q: 3 clusters Score -4263232 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -4263423.000000 Penalty: 3455.235840
	Iteration 30Q: 3 clusters Score -4263423 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4263590.500000 Penalty: 3455.235840
	Iteration 31Q: 3 clusters Score -4263590 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4263755.500000 Penalty: 3455.235840
	Iteration 32Q: 3 clusters Score -4263756 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4263916.500000 Penalty: 3455.235840
	Iteration 33Q: 3 clusters Score -4263916 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4264024.000000 Penalty: 3455.235840
	Iteration 34Q: 3 clusters Score -4264024 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4264175.500000 Penalty: 3455.235840
	Iteration 35Q: 3 clusters Score -4264176 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4264316.000000 Penalty: 3455.235840
	Iteration 36Q: 3 clusters Score -4264316 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4264432.000000 Penalty: 3455.235840
	Iteration 37Q: 3 clusters Score -4264432 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4264520.500000 Penalty: 3455.235840
	Iteration 38Q: 3 clusters Score -4264520 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4264610.500000 Penalty: 3455.235840
	Iteration 39Q: 3 clusters Score -4264610 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4264685.500000 Penalty: 3455.235840
	Iteration 40F: 3 clusters Score -4264686 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4264750.000000 Penalty: 3455.235840
	Iteration 41Q: 3 clusters Score -4264750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4264792.000000 Penalty: 3455.235840
	Iteration 42Q: 3 clusters Score -4264792 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4264831.500000 Penalty: 3455.235840
	Iteration 43Q: 3 clusters Score -4264832 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4264884.500000 Penalty: 3455.235840
	Iteration 44Q: 3 clusters Score -4264884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4264914.500000 Penalty: 3455.235840
	Iteration 45Q: 3 clusters Score -4264914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4264939.500000 Penalty: 3455.235840
	Iteration 46Q: 3 clusters Score -4264940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4264954.000000 Penalty: 3455.235840
	Iteration 47Q: 3 clusters Score -4264954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4264963.500000 Penalty: 3455.235840
	Iteration 48Q: 3 clusters Score -4264964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4264968.500000 Penalty: 3455.235840
	Iteration 49Q: 3 clusters Score -4264968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4264976.500000 Penalty: 3455.235840
	Iteration 50Q: 3 clusters Score -4264976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4264983.000000 Penalty: 3455.235840
	Iteration 51Q: 3 clusters Score -4264983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4264993.000000 Penalty: 3455.235840
	Iteration 52Q: 3 clusters Score -4264993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4265003.000000 Penalty: 3455.235840
	Iteration 53Q: 3 clusters Score -4265003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4265004.000000 Penalty: 3455.235840
	Iteration 54Q: 3 clusters Score -4265004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4265002.500000 Penalty: 3455.235840
	Iteration 55Q: 3 clusters Score -4265002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4265008.000000 Penalty: 3455.235840
	Iteration 56Q: 3 clusters Score -4265008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4265009.500000 Penalty: 3455.235840
	Iteration 57Q: 3 clusters Score -4265010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4265012.500000 Penalty: 3455.235840
	Iteration 58Q: 3 clusters Score -4265012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4265012.500000 Penalty: 3455.235840
	Iteration 59Q: 3 clusters Score -4265012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4265015.000000 Penalty: 3455.235840
	Iteration 60F: 3 clusters Score -4265015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4265015.000000 Penalty: 3455.235840
	Iteration 61Q: 3 clusters Score -4265015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4265015.000000 Penalty: 3455.235840
	Iteration 62F: 3 clusters Score -4265015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 3 contains 206657 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 47031 members 
Mstep: Class 7 contains 84262 members 
Mstep: Class 10 contains 286658 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 22851 members 
Mstep: Class 13 contains 193127 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 10281 members 
Mstep: Class 20 contains 41419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94093488.000000 Penalty: 37996.894531
Iteration 39Q: 18 clusters Score -9.409349e+07 nChanged 14941
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24945 members 
Mstep: Class 3 contains 205748 members 
Mstep: Class 4 contains 2208 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 47243 members 
Mstep: Class 7 contains 82967 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 10 contains 291969 members 
Mstep: Class 11 contains 2165 members 
Mstep: Class 12 contains 22664 members 
Mstep: Class 13 contains 191991 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 4087 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 41353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94098224.000000 Penalty: 37996.894531
Iteration 40F: 18 clusters Score -9.409822e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 25283 members 
Mstep: Class 3 contains 203679 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 5259 members 
Mstep: Class 6 contains 47410 members 
Mstep: Class 7 contains 81758 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 10 contains 296518 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 22580 members 
Mstep: Class 13 contains 190547 members 
Mstep: Class 14 contains 2527 members 
Mstep: Class 15 contains 4112 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 10479 members 
Mstep: Class 20 contains 41170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94101184.000000 Penalty: 37996.894531
Iteration 41Q: 18 clusters Score -9.410118e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25665 members 
Mstep: Class 3 contains 200862 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 47490 members 
Mstep: Class 7 contains 80708 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 10 contains 301099 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 22658 members 
Mstep: Class 13 contains 189712 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 4146 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 10560 members 
Mstep: Class 20 contains 40999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94102656.000000 Penalty: 37996.894531
Iteration 42Q: 18 clusters Score -9.410266e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 26063 members 
Mstep: Class 3 contains 197776 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 47554 members 
Mstep: Class 7 contains 79869 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 10 contains 305239 members 
Mstep: Class 11 contains 1759 members 
Mstep: Class 12 contains 22785 members 
Mstep: Class 13 contains 189326 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 4162 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 10636 members 
Mstep: Class 20 contains 40882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2205.178955 but Gain 2235.113281
Score: -94103448.000000 Penalty: 35761.781250
Iteration 43Q: 17 clusters Score -9.410345e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 27231 members 
Mstep: Class 3 contains 194487 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 4632 members 
Mstep: Class 6 contains 47595 members 
Mstep: Class 7 contains 79274 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 10 contains 309393 members 
Mstep: Class 12 contains 22950 members 
Mstep: Class 13 contains 189626 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 15 contains 4155 members 
Mstep: Class 18 contains 1704 members 
Mstep: Class 19 contains 10695 members 
Mstep: Class 20 contains 40858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94106672.000000 Penalty: 35761.781250
Iteration 44Q: 17 clusters Score -9.410667e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 27793 members 
Mstep: Class 3 contains 190936 members 
Mstep: Class 4 contains 2511 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 47562 members 
Mstep: Class 7 contains 78856 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 10 contains 312453 members 
Mstep: Class 12 contains 23125 members 
Mstep: Class 13 contains 190065 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 4140 members 
Mstep: Class 18 contains 1707 members 
Mstep: Class 19 contains 10758 members 
Mstep: Class 20 contains 40822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94106568.000000 Penalty: 35761.781250
Iteration 45Q: 17 clusters Score -9.410657e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 28237 members 
Mstep: Class 3 contains 187435 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 4312 members 
Mstep: Class 6 contains 47593 members 
Mstep: Class 7 contains 78620 members 
Mstep: Class 8 contains 1240 members 
Mstep: Class 10 contains 314893 members 
Mstep: Class 12 contains 23297 members 
Mstep: Class 13 contains 190884 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 4114 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 10819 members 
Mstep: Class 20 contains 40795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94106832.000000 Penalty: 35761.781250
Iteration 46Q: 17 clusters Score -9.410683e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 28594 members 
Mstep: Class 3 contains 184189 members 
Mstep: Class 4 contains 2538 members 
Mstep: Class 5 contains 4185 members 
Mstep: Class 6 contains 47703 members 
Mstep: Class 7 contains 78487 members 
Mstep: Class 8 contains 1248 members 
Mstep: Class 10 contains 316316 members 
Mstep: Class 12 contains 23453 members 
Mstep: Class 13 contains 192309 members 
Mstep: Class 14 contains 2704 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 18 contains 1696 members 
Mstep: Class 19 contains 10885 members 
Mstep: Class 20 contains 40810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94106776.000000 Penalty: 35761.781250
Iteration 47Q: 17 clusters Score -9.410678e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 28913 members 
Mstep: Class 3 contains 181115 members 
Mstep: Class 4 contains 2551 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 47834 members 
Mstep: Class 7 contains 78370 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 10 contains 317087 members 
Mstep: Class 12 contains 23602 members 
Mstep: Class 13 contains 194217 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 4093 members 
Mstep: Class 18 contains 1690 members 
Mstep: Class 19 contains 10953 members 
Mstep: Class 20 contains 40812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94106688.000000 Penalty: 35761.781250
Iteration 48Q: 17 clusters Score -9.410669e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 29154 members 
Mstep: Class 3 contains 178385 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 47989 members 
Mstep: Class 7 contains 78277 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 10 contains 317215 members 
Mstep: Class 12 contains 23706 members 
Mstep: Class 13 contains 196556 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 4080 members 
Mstep: Class 18 contains 1689 members 
Mstep: Class 19 contains 11009 members 
Mstep: Class 20 contains 40801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2205.487549 but Gain 2235.109375
Score: -94106392.000000 Penalty: 33526.671875
Iteration 49Q: 16 clusters Score -9.410639e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 29598 members 
Mstep: Class 3 contains 176392 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 48218 members 
Mstep: Class 7 contains 78165 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 10 contains 317124 members 
Mstep: Class 12 contains 23781 members 
Mstep: Class 13 contains 199398 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 4092 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 11072 members 
Mstep: Class 20 contains 40864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94107936.000000 Penalty: 33526.671875
Iteration 50Q: 16 clusters Score -9.410794e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 29783 members 
Mstep: Class 3 contains 174366 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 48422 members 
Mstep: Class 7 contains 78025 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 10 contains 316061 members 
Mstep: Class 12 contains 23816 members 
Mstep: Class 13 contains 202283 members 
Mstep: Class 14 contains 2727 members 
Mstep: Class 15 contains 4084 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 11136 members 
Mstep: Class 20 contains 40837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94107792.000000 Penalty: 33526.671875
Iteration 51Q: 16 clusters Score -9.410779e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 29928 members 
Mstep: Class 3 contains 172760 members 
Mstep: Class 4 contains 2544 members 
Mstep: Class 5 contains 3600 members 
Mstep: Class 6 contains 48602 members 
Mstep: Class 7 contains 77828 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 10 contains 314781 members 
Mstep: Class 12 contains 23808 members 
Mstep: Class 13 contains 205136 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 4100 members 
Mstep: Class 18 contains 1780 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 40770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94108104.000000 Penalty: 33526.671875
Iteration 52Q: 16 clusters Score -9.41081e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30025 members 
Mstep: Class 3 contains 171526 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 3506 members 
Mstep: Class 6 contains 48815 members 
Mstep: Class 7 contains 77597 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 10 contains 313288 members 
Mstep: Class 12 contains 23786 members 
Mstep: Class 13 contains 207894 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 4113 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 40691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94108808.000000 Penalty: 33526.671875
Iteration 53Q: 16 clusters Score -9.410881e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30129 members 
Mstep: Class 3 contains 170607 members 
Mstep: Class 4 contains 2541 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 6 contains 48988 members 
Mstep: Class 7 contains 77341 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 10 contains 311781 members 
Mstep: Class 12 contains 23729 members 
Mstep: Class 13 contains 210474 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 4108 members 
Mstep: Class 18 contains 1811 members 
Mstep: Class 19 contains 11279 members 
Mstep: Class 20 contains 40621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94109240.000000 Penalty: 33526.671875
Iteration 54Q: 16 clusters Score -9.410924e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30230 members 
Mstep: Class 3 contains 169892 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 3316 members 
Mstep: Class 6 contains 49160 members 
Mstep: Class 7 contains 77091 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 10 contains 310229 members 
Mstep: Class 12 contains 23665 members 
Mstep: Class 13 contains 212897 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 4096 members 
Mstep: Class 18 contains 1827 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 40550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94110016.000000 Penalty: 33526.671875
Iteration 55Q: 16 clusters Score -9.411002e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30310 members 
Mstep: Class 3 contains 169487 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 49301 members 
Mstep: Class 7 contains 76785 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 10 contains 308582 members 
Mstep: Class 12 contains 23563 members 
Mstep: Class 13 contains 215277 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 11322 members 
Mstep: Class 20 contains 40509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94110360.000000 Penalty: 33526.671875
Iteration 56Q: 16 clusters Score -9.411036e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30398 members 
Mstep: Class 3 contains 169365 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 3121 members 
Mstep: Class 6 contains 49387 members 
Mstep: Class 7 contains 76485 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 10 contains 306900 members 
Mstep: Class 12 contains 23442 members 
Mstep: Class 13 contains 217458 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 11353 members 
Mstep: Class 20 contains 40462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94110696.000000 Penalty: 33526.671875
Iteration 57Q: 16 clusters Score -9.41107e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30456 members 
Mstep: Class 3 contains 169453 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 49491 members 
Mstep: Class 7 contains 76185 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 10 contains 305233 members 
Mstep: Class 12 contains 23328 members 
Mstep: Class 13 contains 219406 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 40416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94111528.000000 Penalty: 33526.671875
Iteration 58Q: 16 clusters Score -9.411153e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30497 members 
Mstep: Class 3 contains 169644 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 49656 members 
Mstep: Class 7 contains 75880 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 10 contains 303838 members 
Mstep: Class 12 contains 23193 members 
Mstep: Class 13 contains 220957 members 
Mstep: Class 14 contains 2740 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 40374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94112120.000000 Penalty: 33526.671875
Iteration 59Q: 16 clusters Score -9.411212e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30534 members 
Mstep: Class 3 contains 169979 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 49747 members 
Mstep: Class 7 contains 75643 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 10 contains 302701 members 
Mstep: Class 12 contains 23078 members 
Mstep: Class 13 contains 222081 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 40315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94112696.000000 Penalty: 33526.671875
Iteration 60F: 16 clusters Score -9.41127e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30546 members 
Mstep: Class 3 contains 170389 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 2903 members 
Mstep: Class 6 contains 49802 members 
Mstep: Class 7 contains 75409 members 
Mstep: Class 8 contains 1324 members 
Mstep: Class 10 contains 301874 members 
Mstep: Class 12 contains 22942 members 
Mstep: Class 13 contains 222891 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 3916 members 
Mstep: Class 18 contains 1893 members 
Mstep: Class 19 contains 11398 members 
Mstep: Class 20 contains 40254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94112952.000000 Penalty: 33526.671875
Iteration 61Q: 16 clusters Score -9.411295e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30551 members 
Mstep: Class 3 contains 170882 members 
Mstep: Class 4 contains 2528 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 49817 members 
Mstep: Class 7 contains 75180 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 10 contains 301262 members 
Mstep: Class 12 contains 22804 members 
Mstep: Class 13 contains 223461 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 11394 members 
Mstep: Class 20 contains 40180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94113200.000000 Penalty: 33526.671875
Iteration 62Q: 16 clusters Score -9.41132e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30554 members 
Mstep: Class 3 contains 171361 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 49821 members 
Mstep: Class 7 contains 74926 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 10 contains 300774 members 
Mstep: Class 12 contains 22682 members 
Mstep: Class 13 contains 223937 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 18 contains 1933 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 40099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94113480.000000 Penalty: 33526.671875
Iteration 63Q: 16 clusters Score -9.411348e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30545 members 
Mstep: Class 3 contains 171884 members 
Mstep: Class 4 contains 2526 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 49809 members 
Mstep: Class 7 contains 74742 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 10 contains 300386 members 
Mstep: Class 12 contains 22575 members 
Mstep: Class 13 contains 224242 members 
Mstep: Class 14 contains 2739 members 
Mstep: Class 15 contains 3821 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 11377 members 
Mstep: Class 20 contains 40018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94113576.000000 Penalty: 33526.671875
Iteration 64Q: 16 clusters Score -9.411358e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30526 members 
Mstep: Class 3 contains 172409 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 2795 members 
Mstep: Class 6 contains 49793 members 
Mstep: Class 7 contains 74581 members 
Mstep: Class 8 contains 1404 members 
Mstep: Class 10 contains 300158 members 
Mstep: Class 12 contains 22467 members 
Mstep: Class 13 contains 224393 members 
Mstep: Class 14 contains 2741 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 11368 members 
Mstep: Class 20 contains 39929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94113352.000000 Penalty: 33526.671875
Iteration 65Q: 16 clusters Score -9.411335e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30516 members 
Mstep: Class 3 contains 172874 members 
Mstep: Class 4 contains 2520 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 49777 members 
Mstep: Class 7 contains 74428 members 
Mstep: Class 8 contains 1411 members 
Mstep: Class 10 contains 300006 members 
Mstep: Class 12 contains 22382 members 
Mstep: Class 13 contains 224466 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 3751 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 11368 members 
Mstep: Class 20 contains 39854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94113840.000000 Penalty: 33526.671875
Iteration 66Q: 16 clusters Score -9.411384e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30499 members 
Mstep: Class 3 contains 173339 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 2740 members 
Mstep: Class 6 contains 49766 members 
Mstep: Class 7 contains 74312 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 10 contains 299908 members 
Mstep: Class 12 contains 22303 members 
Mstep: Class 13 contains 224405 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 11362 members 
Mstep: Class 20 contains 39798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94114096.000000 Penalty: 33526.671875
Iteration 67Q: 16 clusters Score -9.41141e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30484 members 
Mstep: Class 3 contains 173813 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 49757 members 
Mstep: Class 7 contains 74201 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 10 contains 299795 members 
Mstep: Class 12 contains 22243 members 
Mstep: Class 13 contains 224335 members 
Mstep: Class 14 contains 2749 members 
Mstep: Class 15 contains 3706 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 11352 members 
Mstep: Class 20 contains 39737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94114104.000000 Penalty: 33526.671875
Iteration 68Q: 16 clusters Score -9.41141e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30485 members 
Mstep: Class 3 contains 174260 members 
Mstep: Class 4 contains 2531 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 6 contains 49761 members 
Mstep: Class 7 contains 74091 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 10 contains 299748 members 
Mstep: Class 12 contains 22190 members 
Mstep: Class 13 contains 224205 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 11343 members 
Mstep: Class 20 contains 39651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94114288.000000 Penalty: 33526.671875
Iteration 69Q: 16 clusters Score -9.411429e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30475 members 
Mstep: Class 3 contains 174666 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 49789 members 
Mstep: Class 7 contains 73984 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 10 contains 299799 members 
Mstep: Class 12 contains 22145 members 
Mstep: Class 13 contains 223984 members 
Mstep: Class 14 contains 2741 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 11336 members 
Mstep: Class 20 contains 39576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94114560.000000 Penalty: 33526.671875
Iteration 70Q: 16 clusters Score -9.411456e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30477 members 
Mstep: Class 3 contains 175012 members 
Mstep: Class 4 contains 2534 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 49814 members 
Mstep: Class 7 contains 73895 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 10 contains 299810 members 
Mstep: Class 12 contains 22107 members 
Mstep: Class 13 contains 223830 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 11324 members 
Mstep: Class 20 contains 39510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94114912.000000 Penalty: 33526.671875
Iteration 71Q: 16 clusters Score -9.411491e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30479 members 
Mstep: Class 3 contains 175362 members 
Mstep: Class 4 contains 2532 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 49819 members 
Mstep: Class 7 contains 73810 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 10 contains 299888 members 
Mstep: Class 12 contains 22066 members 
Mstep: Class 13 contains 223621 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 3617 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 39449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115128.000000 Penalty: 33526.671875
Iteration 72Q: 16 clusters Score -9.411513e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30481 members 
Mstep: Class 3 contains 175739 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 49831 members 
Mstep: Class 7 contains 73754 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 10 contains 299912 members 
Mstep: Class 12 contains 22032 members 
Mstep: Class 13 contains 223374 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 3604 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 11302 members 
Mstep: Class 20 contains 39402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115048.000000 Penalty: 33526.671875
Iteration 73Q: 16 clusters Score -9.411505e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30490 members 
Mstep: Class 3 contains 176088 members 
Mstep: Class 4 contains 2532 members 
Mstep: Class 5 contains 2649 members 
Mstep: Class 6 contains 49852 members 
Mstep: Class 7 contains 73692 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 10 contains 299942 members 
Mstep: Class 12 contains 21993 members 
Mstep: Class 13 contains 223135 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 3591 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 11285 members 
Mstep: Class 20 contains 39376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115488.000000 Penalty: 33526.671875
Iteration 74Q: 16 clusters Score -9.411549e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30499 members 
Mstep: Class 3 contains 176416 members 
Mstep: Class 4 contains 2531 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 49871 members 
Mstep: Class 7 contains 73634 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 10 contains 299979 members 
Mstep: Class 12 contains 21975 members 
Mstep: Class 13 contains 222904 members 
Mstep: Class 14 contains 2749 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 39334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115680.000000 Penalty: 33526.671875
Iteration 75Q: 16 clusters Score -9.411568e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30506 members 
Mstep: Class 3 contains 176768 members 
Mstep: Class 4 contains 2528 members 
Mstep: Class 5 contains 2613 members 
Mstep: Class 6 contains 49849 members 
Mstep: Class 7 contains 73558 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 10 contains 300025 members 
Mstep: Class 12 contains 21959 members 
Mstep: Class 13 contains 222711 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 3549 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 39302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115768.000000 Penalty: 33526.671875
Iteration 76Q: 16 clusters Score -9.411577e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30512 members 
Mstep: Class 3 contains 177089 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 49852 members 
Mstep: Class 7 contains 73480 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 10 contains 299986 members 
Mstep: Class 12 contains 21951 members 
Mstep: Class 13 contains 222574 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 39295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115824.000000 Penalty: 33526.671875
Iteration 77Q: 16 clusters Score -9.411582e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30530 members 
Mstep: Class 3 contains 177364 members 
Mstep: Class 4 contains 2528 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 49855 members 
Mstep: Class 7 contains 73415 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 10 contains 299987 members 
Mstep: Class 12 contains 21946 members 
Mstep: Class 13 contains 222415 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 3497 members 
Mstep: Class 18 contains 1982 members 
Mstep: Class 19 contains 11237 members 
Mstep: Class 20 contains 39294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115856.000000 Penalty: 33526.671875
Iteration 78Q: 16 clusters Score -9.411586e+07 nChanged 2012
Entering ConstructFrom: 
Score: -94115856.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 2 (30543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Entering Unmasked Estep 
Score: -3154669.000000 Penalty: 1678.119751
	Iteration 0F: 2 clusters Score -3154669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3134072.750000 Penalty: 3356.239502
	Iteration 0F: 3 clusters Score -3134073 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3141858.500000 Penalty: 3356.239502
	Iteration 1F: 3 clusters Score -3141858 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3142172.250000 Penalty: 3356.239502
	Iteration 2Q: 3 clusters Score -3142172 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3142501.750000 Penalty: 3356.239502
	Iteration 3Q: 3 clusters Score -3142502 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3142826.500000 Penalty: 3356.239502
	Iteration 4Q: 3 clusters Score -3142826 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3143279.750000 Penalty: 3356.239502
	Iteration 5Q: 3 clusters Score -3143280 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3143867.750000 Penalty: 3356.239502
	Iteration 6Q: 3 clusters Score -3143868 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3144695.250000 Penalty: 3356.239502
	Iteration 7Q: 3 clusters Score -3144695 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3145799.500000 Penalty: 3356.239502
	Iteration 8F: 3 clusters Score -3145800 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3147073.500000 Penalty: 3356.239502
	Iteration 9F: 3 clusters Score -3147074 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3148319.500000 Penalty: 3356.239502
	Iteration 10F: 3 clusters Score -3148320 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3149275.250000 Penalty: 3356.239502
	Iteration 11Q: 3 clusters Score -3149275 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3149852.500000 Penalty: 3356.239502
	Iteration 12Q: 3 clusters Score -3149852 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3150232.000000 Penalty: 3356.239502
	Iteration 13Q: 3 clusters Score -3150232 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3150526.750000 Penalty: 3356.239502
	Iteration 14Q: 3 clusters Score -3150527 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3150817.250000 Penalty: 3356.239502
	Iteration 15Q: 3 clusters Score -3150817 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3151059.250000 Penalty: 3356.239502
	Iteration 16Q: 3 clusters Score -3151059 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3151283.750000 Penalty: 3356.239502
	Iteration 17Q: 3 clusters Score -3151284 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3151506.500000 Penalty: 3356.239502
	Iteration 18Q: 3 clusters Score -3151506 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3151751.750000 Penalty: 3356.239502
	Iteration 19Q: 3 clusters Score -3151752 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3151959.000000 Penalty: 3356.239502
	Iteration 20F: 3 clusters Score -3151959 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3152147.750000 Penalty: 3356.239502
	Iteration 21Q: 3 clusters Score -3152148 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3152350.250000 Penalty: 3356.239502
	Iteration 22Q: 3 clusters Score -3152350 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3152548.750000 Penalty: 3356.239502
	Iteration 23Q: 3 clusters Score -3152549 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3152720.000000 Penalty: 3356.239502
	Iteration 24Q: 3 clusters Score -3152720 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3152847.250000 Penalty: 3356.239502
	Iteration 25Q: 3 clusters Score -3152847 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3152965.000000 Penalty: 3356.239502
	Iteration 26Q: 3 clusters Score -3152965 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3153080.250000 Penalty: 3356.239502
	Iteration 27Q: 3 clusters Score -3153080 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3153169.000000 Penalty: 3356.239502
	Iteration 28Q: 3 clusters Score -3153169 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3153231.250000 Penalty: 3356.239502
	Iteration 29Q: 3 clusters Score -3153231 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3153280.000000 Penalty: 3356.239502
	Iteration 30Q: 3 clusters Score -3153280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3153303.000000 Penalty: 3356.239502
	Iteration 31Q: 3 clusters Score -3153303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3153314.000000 Penalty: 3356.239502
	Iteration 32Q: 3 clusters Score -3153314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3153333.250000 Penalty: 3356.239502
	Iteration 33Q: 3 clusters Score -3153333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3153342.750000 Penalty: 3356.239502
	Iteration 34Q: 3 clusters Score -3153343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3153354.500000 Penalty: 3356.239502
	Iteration 35Q: 3 clusters Score -3153354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3153363.750000 Penalty: 3356.239502
	Iteration 36Q: 3 clusters Score -3153364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3153371.000000 Penalty: 3356.239502
	Iteration 37Q: 3 clusters Score -3153371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3153380.000000 Penalty: 3356.239502
	Iteration 38Q: 3 clusters Score -3153380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3153382.250000 Penalty: 3356.239502
	Iteration 39Q: 3 clusters Score -3153382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3153382.500000 Penalty: 3356.239502
	Iteration 40F: 3 clusters Score -3153382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3153381.500000 Penalty: 3356.239502
	Iteration 41Q: 3 clusters Score -3153382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3153383.250000 Penalty: 3356.239502
	Iteration 42Q: 3 clusters Score -3153383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3153382.500000 Penalty: 3356.239502
	Iteration 43Q: 3 clusters Score -3153382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3153385.000000 Penalty: 3356.239502
	Iteration 44Q: 3 clusters Score -3153385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3153386.750000 Penalty: 3356.239502
	Iteration 45Q: 3 clusters Score -3153387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3153391.500000 Penalty: 3356.239502
	Iteration 46Q: 3 clusters Score -3153392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3153391.500000 Penalty: 3356.239502
	Iteration 47Q: 3 clusters Score -3153392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3153393.500000 Penalty: 3356.239502
	Iteration 48Q: 3 clusters Score -3153394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3153394.250000 Penalty: 3356.239502
	Iteration 49Q: 3 clusters Score -3153394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3153399.500000 Penalty: 3356.239502
	Iteration 50Q: 3 clusters Score -3153400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3153399.750000 Penalty: 3356.239502
	Iteration 51Q: 3 clusters Score -3153400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3153401.500000 Penalty: 3356.239502
	Iteration 52Q: 3 clusters Score -3153402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3153404.500000 Penalty: 3356.239502
	Iteration 53Q: 3 clusters Score -3153404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3153404.500000 Penalty: 3356.239502
	Iteration 54F: 3 clusters Score -3153404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (177629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177629 members 
Entering Unmasked Estep 
Score: -18192950.000000 Penalty: 1964.210938
	Iteration 0F: 2 clusters Score -1.819295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88494 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -18075670.000000 Penalty: 3928.421875
	Iteration 0F: 3 clusters Score -1.807567e+07 nChanged 85702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -18127112.000000 Penalty: 3928.421875
	Iteration 1F: 3 clusters Score -1.812711e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 102754 members 
Entering Unmasked Estep 
Score: -18129676.000000 Penalty: 3928.421875
	Iteration 2Q: 3 clusters Score -1.812968e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 110694 members 
Entering Unmasked Estep 
Score: -18134138.000000 Penalty: 3928.421875
	Iteration 3F: 3 clusters Score -1.813414e+07 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 121791 members 
Entering Unmasked Estep 
Score: -18141724.000000 Penalty: 3928.421875
	Iteration 4F: 3 clusters Score -1.814172e+07 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 136110 members 
Entering Unmasked Estep 
Score: -18153926.000000 Penalty: 3928.421875
	Iteration 5F: 3 clusters Score -1.815393e+07 nChanged 15450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -18169318.000000 Penalty: 3928.421875
	Iteration 6F: 3 clusters Score -1.816932e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 163593 members 
Entering Unmasked Estep 
Score: -18181472.000000 Penalty: 3928.421875
	Iteration 7F: 3 clusters Score -1.818147e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 170592 members 
Entering Unmasked Estep 
Score: -18187554.000000 Penalty: 3928.421875
	Iteration 8Q: 3 clusters Score -1.818755e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 173766 members 
Entering Unmasked Estep 
Score: -18189810.000000 Penalty: 3928.421875
	Iteration 9Q: 3 clusters Score -1.818981e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 175180 members 
Entering Unmasked Estep 
Score: -18190594.000000 Penalty: 3928.421875
	Iteration 10Q: 3 clusters Score -1.819059e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 175911 members 
Entering Unmasked Estep 
Score: -18190964.000000 Penalty: 3928.421875
	Iteration 11Q: 3 clusters Score -1.819096e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 176295 members 
Entering Unmasked Estep 
Score: -18191130.000000 Penalty: 3928.421875
	Iteration 12Q: 3 clusters Score -1.819113e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 176488 members 
Entering Unmasked Estep 
Score: -18191226.000000 Penalty: 3928.421875
	Iteration 13Q: 3 clusters Score -1.819123e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 176616 members 
Entering Unmasked Estep 
Score: -18191334.000000 Penalty: 3928.421875
	Iteration 14Q: 3 clusters Score -1.819133e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 176681 members 
Entering Unmasked Estep 
Score: -18191374.000000 Penalty: 3928.421875
	Iteration 15Q: 3 clusters Score -1.819137e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 176736 members 
Entering Unmasked Estep 
Score: -18191396.000000 Penalty: 3928.421875
	Iteration 16Q: 3 clusters Score -1.81914e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 176786 members 
Entering Unmasked Estep 
Score: -18191388.000000 Penalty: 3928.421875
	Iteration 17Q: 3 clusters Score -1.819139e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 176825 members 
Entering Unmasked Estep 
Score: -18191426.000000 Penalty: 3928.421875
	Iteration 18Q: 3 clusters Score -1.819143e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 176844 members 
Entering Unmasked Estep 
Score: -18191444.000000 Penalty: 3928.421875
	Iteration 19Q: 3 clusters Score -1.819144e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 176860 members 
Entering Unmasked Estep 
Score: -18191458.000000 Penalty: 3928.421875
	Iteration 20F: 3 clusters Score -1.819146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 176879 members 
Entering Unmasked Estep 
Score: -18191460.000000 Penalty: 3928.421875
	Iteration 21Q: 3 clusters Score -1.819146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 176885 members 
Entering Unmasked Estep 
Score: -18191450.000000 Penalty: 3928.421875
	Iteration 22Q: 3 clusters Score -1.819145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 176888 members 
Entering Unmasked Estep 
Score: -18191464.000000 Penalty: 3928.421875
	Iteration 23Q: 3 clusters Score -1.819146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 176890 members 
Entering Unmasked Estep 
Score: -18191462.000000 Penalty: 3928.421875
	Iteration 24Q: 3 clusters Score -1.819146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 176895 members 
Entering Unmasked Estep 
Score: -18191470.000000 Penalty: 3928.421875
	Iteration 25Q: 3 clusters Score -1.819147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -18191480.000000 Penalty: 3928.421875
	Iteration 26Q: 3 clusters Score -1.819148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -18191480.000000 Penalty: 3928.421875
	Iteration 27F: 3 clusters Score -1.819148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -245531.281250 Penalty: 1273.088745
	Iteration 0F: 2 clusters Score -245531.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -243200.125000 Penalty: 2546.177490
	Iteration 0F: 3 clusters Score -243200.1 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -243839.140625 Penalty: 2546.177490
	Iteration 1F: 3 clusters Score -243839.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -244151.890625 Penalty: 2546.177490
	Iteration 2F: 3 clusters Score -244151.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -244384.593750 Penalty: 2546.177490
	Iteration 3F: 3 clusters Score -244384.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -244505.843750 Penalty: 2546.177490
	Iteration 4F: 3 clusters Score -244505.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -244592.656250 Penalty: 2546.177490
	Iteration 5Q: 3 clusters Score -244592.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -244682.906250 Penalty: 2546.177490
	Iteration 6Q: 3 clusters Score -244682.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -244780.062500 Penalty: 2546.177490
	Iteration 7Q: 3 clusters Score -244780.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -244869.125000 Penalty: 2546.177490
	Iteration 8Q: 3 clusters Score -244869.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -244965.187500 Penalty: 2546.177490
	Iteration 9Q: 3 clusters Score -244965.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -245046.203125 Penalty: 2546.177490
	Iteration 10Q: 3 clusters Score -245046.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -245098.046875 Penalty: 2546.177490
	Iteration 11Q: 3 clusters Score -245098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -245134.265625 Penalty: 2546.177490
	Iteration 12Q: 3 clusters Score -245134.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -245163.562500 Penalty: 2546.177490
	Iteration 13Q: 3 clusters Score -245163.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -245183.937500 Penalty: 2546.177490
	Iteration 14Q: 3 clusters Score -245183.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -245202.750000 Penalty: 2546.177490
	Iteration 15Q: 3 clusters Score -245202.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -245229.796875 Penalty: 2546.177490
	Iteration 16Q: 3 clusters Score -245229.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -245253.171875 Penalty: 2546.177490
	Iteration 17Q: 3 clusters Score -245253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -245265.468750 Penalty: 2546.177490
	Iteration 18Q: 3 clusters Score -245265.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -245276.406250 Penalty: 2546.177490
	Iteration 19Q: 3 clusters Score -245276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -245288.500000 Penalty: 2546.177490
	Iteration 20F: 3 clusters Score -245288.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -245302.125000 Penalty: 2546.177490
	Iteration 21Q: 3 clusters Score -245302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -245327.812500 Penalty: 2546.177490
	Iteration 22Q: 3 clusters Score -245327.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -245348.343750 Penalty: 2546.177490
	Iteration 23Q: 3 clusters Score -245348.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -245375.578125 Penalty: 2546.177490
	Iteration 24Q: 3 clusters Score -245375.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -245396.015625 Penalty: 2546.177490
	Iteration 25Q: 3 clusters Score -245396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -245418.609375 Penalty: 2546.177490
	Iteration 26Q: 3 clusters Score -245418.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -245434.078125 Penalty: 2546.177490
	Iteration 27Q: 3 clusters Score -245434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -245451.734375 Penalty: 2546.177490
	Iteration 28Q: 3 clusters Score -245451.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -245462.671875 Penalty: 2546.177490
	Iteration 29Q: 3 clusters Score -245462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -245468.375000 Penalty: 2546.177490
	Iteration 30Q: 3 clusters Score -245468.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -245471.656250 Penalty: 2546.177490
	Iteration 31Q: 3 clusters Score -245471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -245473.328125 Penalty: 2546.177490
	Iteration 32Q: 3 clusters Score -245473.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -245473.328125 Penalty: 2546.177490
	Iteration 33F: 3 clusters Score -245473.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -272898.437500 Penalty: 1274.880127
	Iteration 0F: 2 clusters Score -272898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -270462.843750 Penalty: 2549.760254
	Iteration 0F: 3 clusters Score -270462.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -270995.812500 Penalty: 2549.760254
	Iteration 1F: 3 clusters Score -270995.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -271119.687500 Penalty: 2549.760254
	Iteration 2F: 3 clusters Score -271119.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -271181.375000 Penalty: 2549.760254
	Iteration 3Q: 3 clusters Score -271181.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -271213.718750 Penalty: 2549.760254
	Iteration 4Q: 3 clusters Score -271213.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -271236.437500 Penalty: 2549.760254
	Iteration 5Q: 3 clusters Score -271236.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -271252.031250 Penalty: 2549.760254
	Iteration 6Q: 3 clusters Score -271252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -271263.343750 Penalty: 2549.760254
	Iteration 7Q: 3 clusters Score -271263.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -271271.562500 Penalty: 2549.760254
	Iteration 8Q: 3 clusters Score -271271.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -271279.093750 Penalty: 2549.760254
	Iteration 9Q: 3 clusters Score -271279.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -271287.187500 Penalty: 2549.760254
	Iteration 10Q: 3 clusters Score -271287.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -271294.718750 Penalty: 2549.760254
	Iteration 11Q: 3 clusters Score -271294.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -271305.343750 Penalty: 2549.760254
	Iteration 12Q: 3 clusters Score -271305.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -271314.500000 Penalty: 2549.760254
	Iteration 13Q: 3 clusters Score -271314.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -271322.468750 Penalty: 2549.760254
	Iteration 14Q: 3 clusters Score -271322.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -271327.468750 Penalty: 2549.760254
	Iteration 15Q: 3 clusters Score -271327.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -271334.468750 Penalty: 2549.760254
	Iteration 16Q: 3 clusters Score -271334.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -271341.250000 Penalty: 2549.760254
	Iteration 17Q: 3 clusters Score -271341.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -271347.406250 Penalty: 2549.760254
	Iteration 18Q: 3 clusters Score -271347.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -271354.093750 Penalty: 2549.760254
	Iteration 19Q: 3 clusters Score -271354.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -271360.125000 Penalty: 2549.760254
	Iteration 20F: 3 clusters Score -271360.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -271369.281250 Penalty: 2549.760254
	Iteration 21Q: 3 clusters Score -271369.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -271375.250000 Penalty: 2549.760254
	Iteration 22Q: 3 clusters Score -271375.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -271383.156250 Penalty: 2549.760254
	Iteration 23Q: 3 clusters Score -271383.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -271388.343750 Penalty: 2549.760254
	Iteration 24Q: 3 clusters Score -271388.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -271395.437500 Penalty: 2549.760254
	Iteration 25Q: 3 clusters Score -271395.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -271404.218750 Penalty: 2549.760254
	Iteration 26Q: 3 clusters Score -271404.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -271410.031250 Penalty: 2549.760254
	Iteration 27Q: 3 clusters Score -271410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -271415.000000 Penalty: 2549.760254
	Iteration 28Q: 3 clusters Score -271415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -271421.281250 Penalty: 2549.760254
	Iteration 29Q: 3 clusters Score -271421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -271425.312500 Penalty: 2549.760254
	Iteration 30Q: 3 clusters Score -271425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -271426.968750 Penalty: 2549.760254
	Iteration 31Q: 3 clusters Score -271427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -271432.406250 Penalty: 2549.760254
	Iteration 32Q: 3 clusters Score -271432.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -271440.656250 Penalty: 2549.760254
	Iteration 33Q: 3 clusters Score -271440.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -271450.781250 Penalty: 2549.760254
	Iteration 34Q: 3 clusters Score -271450.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -271463.250000 Penalty: 2549.760254
	Iteration 35Q: 3 clusters Score -271463.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -271474.656250 Penalty: 2549.760254
	Iteration 36Q: 3 clusters Score -271474.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -271480.625000 Penalty: 2549.760254
	Iteration 37Q: 3 clusters Score -271480.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -271486.156250 Penalty: 2549.760254
	Iteration 38Q: 3 clusters Score -271486.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -271496.281250 Penalty: 2549.760254
	Iteration 39Q: 3 clusters Score -271496.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -271511.468750 Penalty: 2549.760254
	Iteration 40F: 3 clusters Score -271511.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -271524.468750 Penalty: 2549.760254
	Iteration 41Q: 3 clusters Score -271524.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -271535.625000 Penalty: 2549.760254
	Iteration 42Q: 3 clusters Score -271535.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -271553.000000 Penalty: 2549.760254
	Iteration 43Q: 3 clusters Score -271553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -271565.000000 Penalty: 2549.760254
	Iteration 44Q: 3 clusters Score -271565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -271578.375000 Penalty: 2549.760254
	Iteration 45Q: 3 clusters Score -271578.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -271586.656250 Penalty: 2549.760254
	Iteration 46Q: 3 clusters Score -271586.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -271597.125000 Penalty: 2549.760254
	Iteration 47Q: 3 clusters Score -271597.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -271605.406250 Penalty: 2549.760254
	Iteration 48Q: 3 clusters Score -271605.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -271617.062500 Penalty: 2549.760254
	Iteration 49Q: 3 clusters Score -271617.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -271625.218750 Penalty: 2549.760254
	Iteration 50Q: 3 clusters Score -271625.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -271636.531250 Penalty: 2549.760254
	Iteration 51Q: 3 clusters Score -271636.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -271647.218750 Penalty: 2549.760254
	Iteration 52Q: 3 clusters Score -271647.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -271653.625000 Penalty: 2549.760254
	Iteration 53Q: 3 clusters Score -271653.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -271658.437500 Penalty: 2549.760254
	Iteration 54Q: 3 clusters Score -271658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -271664.500000 Penalty: 2549.760254
	Iteration 55Q: 3 clusters Score -271664.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -271668.406250 Penalty: 2549.760254
	Iteration 56Q: 3 clusters Score -271668.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -271673.156250 Penalty: 2549.760254
	Iteration 57Q: 3 clusters Score -271673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -271676.437500 Penalty: 2549.760254
	Iteration 58Q: 3 clusters Score -271676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -271684.312500 Penalty: 2549.760254
	Iteration 59Q: 3 clusters Score -271684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -271687.875000 Penalty: 2549.760254
	Iteration 60F: 3 clusters Score -271687.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -271696.625000 Penalty: 2549.760254
	Iteration 61Q: 3 clusters Score -271696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -271705.000000 Penalty: 2549.760254
	Iteration 62Q: 3 clusters Score -271705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -271710.750000 Penalty: 2549.760254
	Iteration 63Q: 3 clusters Score -271710.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -271713.968750 Penalty: 2549.760254
	Iteration 64Q: 3 clusters Score -271714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -271716.687500 Penalty: 2549.760254
	Iteration 65Q: 3 clusters Score -271716.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -271718.625000 Penalty: 2549.760254
	Iteration 66Q: 3 clusters Score -271718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -271719.718750 Penalty: 2549.760254
	Iteration 67Q: 3 clusters Score -271719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -271720.843750 Penalty: 2549.760254
	Iteration 68Q: 3 clusters Score -271720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -271720.843750 Penalty: 2549.760254
	Iteration 69F: 3 clusters Score -271720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Entering Unmasked Estep 
Score: -5159704.500000 Penalty: 1757.725708
	Iteration 0F: 2 clusters Score -5159704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -5126260.500000 Penalty: 3515.451416
	Iteration 0F: 3 clusters Score -5126260 nChanged 23455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -5139842.500000 Penalty: 3515.451416
	Iteration 1F: 3 clusters Score -5139842 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5140930.000000 Penalty: 3515.451416
	Iteration 2Q: 3 clusters Score -5140930 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -5142350.500000 Penalty: 3515.451416
	Iteration 3F: 3 clusters Score -5142350 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -5144222.500000 Penalty: 3515.451416
	Iteration 4F: 3 clusters Score -5144222 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -5146363.500000 Penalty: 3515.451416
	Iteration 5F: 3 clusters Score -5146364 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5148726.000000 Penalty: 3515.451416
	Iteration 6F: 3 clusters Score -5148726 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -5150877.000000 Penalty: 3515.451416
	Iteration 7F: 3 clusters Score -5150877 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -5152312.500000 Penalty: 3515.451416
	Iteration 8F: 3 clusters Score -5152312 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -5153065.000000 Penalty: 3515.451416
	Iteration 9Q: 3 clusters Score -5153065 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -5153391.500000 Penalty: 3515.451416
	Iteration 10Q: 3 clusters Score -5153392 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5153570.500000 Penalty: 3515.451416
	Iteration 11Q: 3 clusters Score -5153570 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -5153677.000000 Penalty: 3515.451416
	Iteration 12Q: 3 clusters Score -5153677 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5153751.500000 Penalty: 3515.451416
	Iteration 13Q: 3 clusters Score -5153752 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -5153803.500000 Penalty: 3515.451416
	Iteration 14Q: 3 clusters Score -5153804 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -5153868.000000 Penalty: 3515.451416
	Iteration 15Q: 3 clusters Score -5153868 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5153923.500000 Penalty: 3515.451416
	Iteration 16Q: 3 clusters Score -5153924 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -5153974.500000 Penalty: 3515.451416
	Iteration 17Q: 3 clusters Score -5153974 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -5154027.500000 Penalty: 3515.451416
	Iteration 18Q: 3 clusters Score -5154028 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -5154061.500000 Penalty: 3515.451416
	Iteration 19Q: 3 clusters Score -5154062 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -5154117.000000 Penalty: 3515.451416
	Iteration 20F: 3 clusters Score -5154117 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5154177.000000 Penalty: 3515.451416
	Iteration 21Q: 3 clusters Score -5154177 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -5154226.000000 Penalty: 3515.451416
	Iteration 22Q: 3 clusters Score -5154226 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -5154268.000000 Penalty: 3515.451416
	Iteration 23Q: 3 clusters Score -5154268 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5154331.500000 Penalty: 3515.451416
	Iteration 24Q: 3 clusters Score -5154332 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5154385.500000 Penalty: 3515.451416
	Iteration 25Q: 3 clusters Score -5154386 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5154445.500000 Penalty: 3515.451416
	Iteration 26Q: 3 clusters Score -5154446 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -5154507.000000 Penalty: 3515.451416
	Iteration 27Q: 3 clusters Score -5154507 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -5154585.000000 Penalty: 3515.451416
	Iteration 28Q: 3 clusters Score -5154585 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -5154647.500000 Penalty: 3515.451416
	Iteration 29Q: 3 clusters Score -5154648 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5154714.000000 Penalty: 3515.451416
	Iteration 30Q: 3 clusters Score -5154714 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -5154780.000000 Penalty: 3515.451416
	Iteration 31Q: 3 clusters Score -5154780 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -5154859.000000 Penalty: 3515.451416
	Iteration 32Q: 3 clusters Score -5154859 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -5154920.500000 Penalty: 3515.451416
	Iteration 33Q: 3 clusters Score -5154920 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -5155008.000000 Penalty: 3515.451416
	Iteration 34Q: 3 clusters Score -5155008 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -5155095.000000 Penalty: 3515.451416
	Iteration 35Q: 3 clusters Score -5155095 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -5155167.500000 Penalty: 3515.451416
	Iteration 36Q: 3 clusters Score -5155168 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -5155293.500000 Penalty: 3515.451416
	Iteration 37Q: 3 clusters Score -5155294 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -5155400.000000 Penalty: 3515.451416
	Iteration 38Q: 3 clusters Score -5155400 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -5155528.500000 Penalty: 3515.451416
	Iteration 39Q: 3 clusters Score -5155528 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -5155652.000000 Penalty: 3515.451416
	Iteration 40F: 3 clusters Score -5155652 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -5155787.500000 Penalty: 3515.451416
	Iteration 41Q: 3 clusters Score -5155788 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -5155928.000000 Penalty: 3515.451416
	Iteration 42Q: 3 clusters Score -5155928 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -5156054.500000 Penalty: 3515.451416
	Iteration 43Q: 3 clusters Score -5156054 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -5156204.000000 Penalty: 3515.451416
	Iteration 44Q: 3 clusters Score -5156204 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -5156377.000000 Penalty: 3515.451416
	Iteration 45Q: 3 clusters Score -5156377 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -5156532.000000 Penalty: 3515.451416
	Iteration 46Q: 3 clusters Score -5156532 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -5156696.500000 Penalty: 3515.451416
	Iteration 47Q: 3 clusters Score -5156696 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -5156910.000000 Penalty: 3515.451416
	Iteration 48Q: 3 clusters Score -5156910 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -5157086.000000 Penalty: 3515.451416
	Iteration 49Q: 3 clusters Score -5157086 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5157202.500000 Penalty: 3515.451416
	Iteration 50Q: 3 clusters Score -5157202 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5157327.000000 Penalty: 3515.451416
	Iteration 51Q: 3 clusters Score -5157327 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5157423.000000 Penalty: 3515.451416
	Iteration 52Q: 3 clusters Score -5157423 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5157515.500000 Penalty: 3515.451416
	Iteration 53Q: 3 clusters Score -5157516 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5157618.000000 Penalty: 3515.451416
	Iteration 54Q: 3 clusters Score -5157618 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5157701.500000 Penalty: 3515.451416
	Iteration 55Q: 3 clusters Score -5157702 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5157756.500000 Penalty: 3515.451416
	Iteration 56Q: 3 clusters Score -5157756 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5157813.500000 Penalty: 3515.451416
	Iteration 57Q: 3 clusters Score -5157814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5157879.000000 Penalty: 3515.451416
	Iteration 58Q: 3 clusters Score -5157879 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5157919.500000 Penalty: 3515.451416
	Iteration 59Q: 3 clusters Score -5157920 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5157949.500000 Penalty: 3515.451416
	Iteration 60F: 3 clusters Score -5157950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5157968.500000 Penalty: 3515.451416
	Iteration 61Q: 3 clusters Score -5157968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5157989.500000 Penalty: 3515.451416
	Iteration 62Q: 3 clusters Score -5157990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5158002.000000 Penalty: 3515.451416
	Iteration 63Q: 3 clusters Score -5158002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5158018.500000 Penalty: 3515.451416
	Iteration 64Q: 3 clusters Score -5158018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5158028.000000 Penalty: 3515.451416
	Iteration 65Q: 3 clusters Score -5158028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5158047.500000 Penalty: 3515.451416
	Iteration 66Q: 3 clusters Score -5158048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5158051.000000 Penalty: 3515.451416
	Iteration 67Q: 3 clusters Score -5158051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5158062.500000 Penalty: 3515.451416
	Iteration 68Q: 3 clusters Score -5158062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5158083.500000 Penalty: 3515.451416
	Iteration 69Q: 3 clusters Score -5158084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5158099.000000 Penalty: 3515.451416
	Iteration 70Q: 3 clusters Score -5158099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5158116.500000 Penalty: 3515.451416
	Iteration 71Q: 3 clusters Score -5158116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5158131.000000 Penalty: 3515.451416
	Iteration 72Q: 3 clusters Score -5158131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5158130.000000 Penalty: 3515.451416
	Iteration 73Q: 3 clusters Score -5158130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5158141.000000 Penalty: 3515.451416
	Iteration 74Q: 3 clusters Score -5158141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5158153.500000 Penalty: 3515.451416
	Iteration 75Q: 3 clusters Score -5158154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5158169.000000 Penalty: 3515.451416
	Iteration 76Q: 3 clusters Score -5158169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5158184.000000 Penalty: 3515.451416
	Iteration 77Q: 3 clusters Score -5158184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5158188.000000 Penalty: 3515.451416
	Iteration 78Q: 3 clusters Score -5158188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5158194.000000 Penalty: 3515.451416
	Iteration 79Q: 3 clusters Score -5158194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5158198.500000 Penalty: 3515.451416
	Iteration 80F: 3 clusters Score -5158198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5158205.500000 Penalty: 3515.451416
	Iteration 81Q: 3 clusters Score -5158206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5158216.500000 Penalty: 3515.451416
	Iteration 82Q: 3 clusters Score -5158216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5158216.500000 Penalty: 3515.451416
	Iteration 83Q: 3 clusters Score -5158216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5158222.000000 Penalty: 3515.451416
	Iteration 84Q: 3 clusters Score -5158222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5158224.500000 Penalty: 3515.451416
	Iteration 85Q: 3 clusters Score -5158224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5158232.500000 Penalty: 3515.451416
	Iteration 86Q: 3 clusters Score -5158232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5158240.000000 Penalty: 3515.451416
	Iteration 87Q: 3 clusters Score -5158240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5158244.500000 Penalty: 3515.451416
	Iteration 88Q: 3 clusters Score -5158244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5158244.500000 Penalty: 3515.451416
	Iteration 89Q: 3 clusters Score -5158244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5158248.000000 Penalty: 3515.451416
	Iteration 90Q: 3 clusters Score -5158248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5158248.000000 Penalty: 3515.451416
	Iteration 91F: 3 clusters Score -5158248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Entering Unmasked Estep 
Score: -7312130.500000 Penalty: 1820.496094
	Iteration 0F: 2 clusters Score -7312130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -7262907.500000 Penalty: 3640.992188
	Iteration 0F: 3 clusters Score -7262908 nChanged 34949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -7283294.000000 Penalty: 3640.992188
	Iteration 1F: 3 clusters Score -7283294 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -7284401.500000 Penalty: 3640.992188
	Iteration 2Q: 3 clusters Score -7284402 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -7286442.500000 Penalty: 3640.992188
	Iteration 3F: 3 clusters Score -7286442 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -7290042.500000 Penalty: 3640.992188
	Iteration 4F: 3 clusters Score -7290042 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -7295950.000000 Penalty: 3640.992188
	Iteration 5F: 3 clusters Score -7295950 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -7302988.000000 Penalty: 3640.992188
	Iteration 6F: 3 clusters Score -7302988 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -7307792.500000 Penalty: 3640.992188
	Iteration 7F: 3 clusters Score -7307792 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -7309718.500000 Penalty: 3640.992188
	Iteration 8Q: 3 clusters Score -7309718 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -7310267.000000 Penalty: 3640.992188
	Iteration 9Q: 3 clusters Score -7310267 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -7310419.000000 Penalty: 3640.992188
	Iteration 10Q: 3 clusters Score -7310419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -7310484.000000 Penalty: 3640.992188
	Iteration 11Q: 3 clusters Score -7310484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -7310509.000000 Penalty: 3640.992188
	Iteration 12Q: 3 clusters Score -7310509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -7310521.000000 Penalty: 3640.992188
	Iteration 13Q: 3 clusters Score -7310521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -7310535.500000 Penalty: 3640.992188
	Iteration 14Q: 3 clusters Score -7310536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -7310551.500000 Penalty: 3640.992188
	Iteration 15Q: 3 clusters Score -7310552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -7310557.000000 Penalty: 3640.992188
	Iteration 16Q: 3 clusters Score -7310557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -7310556.000000 Penalty: 3640.992188
	Iteration 17Q: 3 clusters Score -7310556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -7310560.500000 Penalty: 3640.992188
	Iteration 18Q: 3 clusters Score -7310560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -7310559.500000 Penalty: 3640.992188
	Iteration 19Q: 3 clusters Score -7310560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -7310560.500000 Penalty: 3640.992188
	Iteration 20F: 3 clusters Score -7310560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -7310560.500000 Penalty: 3640.992188
	Iteration 21Q: 3 clusters Score -7310560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -7310560.000000 Penalty: 3640.992188
	Iteration 22Q: 3 clusters Score -7310560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -7310561.500000 Penalty: 3640.992188
	Iteration 23Q: 3 clusters Score -7310562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -7310568.500000 Penalty: 3640.992188
	Iteration 24Q: 3 clusters Score -7310568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -7310568.500000 Penalty: 3640.992188
	Iteration 25Q: 3 clusters Score -7310568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -7310565.500000 Penalty: 3640.992188
	Iteration 26Q: 3 clusters Score -7310566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -7310572.500000 Penalty: 3640.992188
	Iteration 27Q: 3 clusters Score -7310572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -7310572.500000 Penalty: 3640.992188
	Iteration 28F: 3 clusters Score -7310572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Entering Unmasked Estep 
Score: -133761.031250 Penalty: 1183.560303
	Iteration 0F: 2 clusters Score -133761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -132042.125000 Penalty: 2367.120605
	Iteration 0F: 3 clusters Score -132042.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -132452.093750 Penalty: 2367.120605
	Iteration 1F: 3 clusters Score -132452.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -132586.859375 Penalty: 2367.120605
	Iteration 2F: 3 clusters Score -132586.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -132666.578125 Penalty: 2367.120605
	Iteration 3F: 3 clusters Score -132666.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132740.250000 Penalty: 2367.120605
	Iteration 4Q: 3 clusters Score -132740.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -132839.109375 Penalty: 2367.120605
	Iteration 5Q: 3 clusters Score -132839.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -132894.843750 Penalty: 2367.120605
	Iteration 6Q: 3 clusters Score -132894.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -132940.187500 Penalty: 2367.120605
	Iteration 7Q: 3 clusters Score -132940.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -132960.531250 Penalty: 2367.120605
	Iteration 8Q: 3 clusters Score -132960.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -132970.875000 Penalty: 2367.120605
	Iteration 9Q: 3 clusters Score -132970.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -132979.062500 Penalty: 2367.120605
	Iteration 10Q: 3 clusters Score -132979.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -132988.578125 Penalty: 2367.120605
	Iteration 11Q: 3 clusters Score -132988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -132993.203125 Penalty: 2367.120605
	Iteration 12Q: 3 clusters Score -132993.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132998.312500 Penalty: 2367.120605
	Iteration 13Q: 3 clusters Score -132998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -132999.296875 Penalty: 2367.120605
	Iteration 14Q: 3 clusters Score -132999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -133000.593750 Penalty: 2367.120605
	Iteration 15Q: 3 clusters Score -133000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133001.093750 Penalty: 2367.120605
	Iteration 16Q: 3 clusters Score -133001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -133002.078125 Penalty: 2367.120605
	Iteration 17Q: 3 clusters Score -133002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -133004.140625 Penalty: 2367.120605
	Iteration 18Q: 3 clusters Score -133004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -133006.093750 Penalty: 2367.120605
	Iteration 19Q: 3 clusters Score -133006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -133009.312500 Penalty: 2367.120605
	Iteration 20F: 3 clusters Score -133009.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133011.750000 Penalty: 2367.120605
	Iteration 21Q: 3 clusters Score -133011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133015.375000 Penalty: 2367.120605
	Iteration 22Q: 3 clusters Score -133015.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133019.140625 Penalty: 2367.120605
	Iteration 23Q: 3 clusters Score -133019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133021.875000 Penalty: 2367.120605
	Iteration 24Q: 3 clusters Score -133021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133024.375000 Penalty: 2367.120605
	Iteration 25Q: 3 clusters Score -133024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133024.375000 Penalty: 2367.120605
	Iteration 26F: 3 clusters Score -133024.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (299961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299961 members 
Entering Unmasked Estep 
Score: -30524160.000000 Penalty: 2049.353760
	Iteration 0F: 2 clusters Score -3.052416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149592 members 
Mstep: Class 2 contains 150369 members 
Entering Unmasked Estep 
Score: -30324196.000000 Penalty: 4098.707520
	Iteration 0F: 3 clusters Score -3.03242e+07 nChanged 146184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141572 members 
Mstep: Class 2 contains 158389 members 
Entering Unmasked Estep 
Score: -30411962.000000 Penalty: 4098.707520
	Iteration 1F: 3 clusters Score -3.041196e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135922 members 
Mstep: Class 2 contains 164039 members 
Entering Unmasked Estep 
Score: -30414574.000000 Penalty: 4098.707520
	Iteration 2Q: 3 clusters Score -3.041457e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127269 members 
Mstep: Class 2 contains 172692 members 
Entering Unmasked Estep 
Score: -30418528.000000 Penalty: 4098.707520
	Iteration 3Q: 3 clusters Score -3.041853e+07 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114333 members 
Mstep: Class 2 contains 185628 members 
Entering Unmasked Estep 
Score: -30425700.000000 Penalty: 4098.707520
	Iteration 4Q: 3 clusters Score -3.04257e+07 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 203797 members 
Entering Unmasked Estep 
Score: -30437768.000000 Penalty: 4098.707520
	Iteration 5F: 3 clusters Score -3.043777e+07 nChanged 23509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 226712 members 
Entering Unmasked Estep 
Score: -30455878.000000 Penalty: 4098.707520
	Iteration 6F: 3 clusters Score -3.045588e+07 nChanged 24148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 250584 members 
Entering Unmasked Estep 
Score: -30477272.000000 Penalty: 4098.707520
	Iteration 7F: 3 clusters Score -3.047727e+07 nChanged 19887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 270363 members 
Entering Unmasked Estep 
Score: -30495260.000000 Penalty: 4098.707520
	Iteration 8F: 3 clusters Score -3.049526e+07 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 283512 members 
Entering Unmasked Estep 
Score: -30507502.000000 Penalty: 4098.707520
	Iteration 9Q: 3 clusters Score -3.05075e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 291192 members 
Entering Unmasked Estep 
Score: -30515896.000000 Penalty: 4098.707520
	Iteration 10Q: 3 clusters Score -3.05159e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 295505 members 
Entering Unmasked Estep 
Score: -30519944.000000 Penalty: 4098.707520
	Iteration 11Q: 3 clusters Score -3.051994e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 297740 members 
Entering Unmasked Estep 
Score: -30521390.000000 Penalty: 4098.707520
	Iteration 12Q: 3 clusters Score -3.052139e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 298737 members 
Entering Unmasked Estep 
Score: -30521922.000000 Penalty: 4098.707520
	Iteration 13Q: 3 clusters Score -3.052192e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 299183 members 
Entering Unmasked Estep 
Score: -30522172.000000 Penalty: 4098.707520
	Iteration 14Q: 3 clusters Score -3.052217e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 299379 members 
Entering Unmasked Estep 
Score: -30522246.000000 Penalty: 4098.707520
	Iteration 15Q: 3 clusters Score -3.052225e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 299465 members 
Entering Unmasked Estep 
Score: -30522302.000000 Penalty: 4098.707520
	Iteration 16Q: 3 clusters Score -3.05223e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 299521 members 
Entering Unmasked Estep 
Score: -30522360.000000 Penalty: 4098.707520
	Iteration 17Q: 3 clusters Score -3.052236e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 299554 members 
Entering Unmasked Estep 
Score: -30522374.000000 Penalty: 4098.707520
	Iteration 18Q: 3 clusters Score -3.052237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 299571 members 
Entering Unmasked Estep 
Score: -30522374.000000 Penalty: 4098.707520
	Iteration 19Q: 3 clusters Score -3.052237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 299583 members 
Entering Unmasked Estep 
Score: -30522398.000000 Penalty: 4098.707520
	Iteration 20F: 3 clusters Score -3.05224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 299596 members 
Entering Unmasked Estep 
Score: -30522404.000000 Penalty: 4098.707520
	Iteration 21Q: 3 clusters Score -3.05224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 299610 members 
Entering Unmasked Estep 
Score: -30522406.000000 Penalty: 4098.707520
	Iteration 22Q: 3 clusters Score -3.052241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 299616 members 
Entering Unmasked Estep 
Score: -30522438.000000 Penalty: 4098.707520
	Iteration 23Q: 3 clusters Score -3.052244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 299624 members 
Entering Unmasked Estep 
Score: -30522462.000000 Penalty: 4098.707520
	Iteration 24Q: 3 clusters Score -3.052246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299628 members 
Entering Unmasked Estep 
Score: -30522482.000000 Penalty: 4098.707520
	Iteration 25Q: 3 clusters Score -3.052248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 299634 members 
Entering Unmasked Estep 
Score: -30522478.000000 Penalty: 4098.707520
	Iteration 26Q: 3 clusters Score -3.052248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 299640 members 
Entering Unmasked Estep 
Score: -30522480.000000 Penalty: 4098.707520
	Iteration 27Q: 3 clusters Score -3.052248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 299647 members 
Entering Unmasked Estep 
Score: -30522492.000000 Penalty: 4098.707520
	Iteration 28Q: 3 clusters Score -3.052249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 299656 members 
Entering Unmasked Estep 
Score: -30522494.000000 Penalty: 4098.707520
	Iteration 29Q: 3 clusters Score -3.052249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299660 members 
Entering Unmasked Estep 
Score: -30522510.000000 Penalty: 4098.707520
	Iteration 30Q: 3 clusters Score -3.052251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299660 members 
Entering Unmasked Estep 
Score: -30522514.000000 Penalty: 4098.707520
	Iteration 31Q: 3 clusters Score -3.052251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299661 members 
Entering Unmasked Estep 
Score: -30522512.000000 Penalty: 4098.707520
	Iteration 32Q: 3 clusters Score -3.052251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299661 members 
Entering Unmasked Estep 
Score: -30522512.000000 Penalty: 4098.707520
	Iteration 33Q: 3 clusters Score -3.052251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 299662 members 
Entering Unmasked Estep 
Score: -30522524.000000 Penalty: 4098.707520
	Iteration 34Q: 3 clusters Score -3.052252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 299662 members 
Entering Unmasked Estep 
Score: -30522524.000000 Penalty: 4098.707520
	Iteration 35F: 3 clusters Score -3.052252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Entering Unmasked Estep 
Score: -2271035.000000 Penalty: 1624.442261
	Iteration 0F: 2 clusters Score -2271035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2256225.750000 Penalty: 3248.884521
	Iteration 0F: 3 clusters Score -2256226 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2261512.750000 Penalty: 3248.884521
	Iteration 1F: 3 clusters Score -2261513 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2261925.250000 Penalty: 3248.884521
	Iteration 2Q: 3 clusters Score -2261925 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2262385.500000 Penalty: 3248.884521
	Iteration 3Q: 3 clusters Score -2262386 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2262944.500000 Penalty: 3248.884521
	Iteration 4Q: 3 clusters Score -2262944 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2263749.250000 Penalty: 3248.884521
	Iteration 5F: 3 clusters Score -2263749 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2264821.000000 Penalty: 3248.884521
	Iteration 6F: 3 clusters Score -2264821 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2266084.250000 Penalty: 3248.884521
	Iteration 7F: 3 clusters Score -2266084 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2267233.000000 Penalty: 3248.884521
	Iteration 8F: 3 clusters Score -2267233 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2268096.500000 Penalty: 3248.884521
	Iteration 9Q: 3 clusters Score -2268096 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2268662.750000 Penalty: 3248.884521
	Iteration 10Q: 3 clusters Score -2268663 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2268946.750000 Penalty: 3248.884521
	Iteration 11Q: 3 clusters Score -2268947 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2269111.750000 Penalty: 3248.884521
	Iteration 12Q: 3 clusters Score -2269112 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2269216.000000 Penalty: 3248.884521
	Iteration 13Q: 3 clusters Score -2269216 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2269287.750000 Penalty: 3248.884521
	Iteration 14Q: 3 clusters Score -2269288 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2269352.750000 Penalty: 3248.884521
	Iteration 15Q: 3 clusters Score -2269353 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2269393.500000 Penalty: 3248.884521
	Iteration 16Q: 3 clusters Score -2269394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2269418.750000 Penalty: 3248.884521
	Iteration 17Q: 3 clusters Score -2269419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2269451.500000 Penalty: 3248.884521
	Iteration 18Q: 3 clusters Score -2269452 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2269485.750000 Penalty: 3248.884521
	Iteration 19Q: 3 clusters Score -2269486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2269520.000000 Penalty: 3248.884521
	Iteration 20F: 3 clusters Score -2269520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2269551.750000 Penalty: 3248.884521
	Iteration 21Q: 3 clusters Score -2269552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2269566.250000 Penalty: 3248.884521
	Iteration 22Q: 3 clusters Score -2269566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2269582.500000 Penalty: 3248.884521
	Iteration 23Q: 3 clusters Score -2269582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2269596.750000 Penalty: 3248.884521
	Iteration 24Q: 3 clusters Score -2269597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2269604.500000 Penalty: 3248.884521
	Iteration 25Q: 3 clusters Score -2269604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2269609.750000 Penalty: 3248.884521
	Iteration 26Q: 3 clusters Score -2269610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2269620.750000 Penalty: 3248.884521
	Iteration 27Q: 3 clusters Score -2269621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2269627.500000 Penalty: 3248.884521
	Iteration 28Q: 3 clusters Score -2269628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2269630.500000 Penalty: 3248.884521
	Iteration 29Q: 3 clusters Score -2269630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2269639.000000 Penalty: 3248.884521
	Iteration 30Q: 3 clusters Score -2269639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2269650.250000 Penalty: 3248.884521
	Iteration 31Q: 3 clusters Score -2269650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2269649.000000 Penalty: 3248.884521
	Iteration 32Q: 3 clusters Score -2269649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2269654.000000 Penalty: 3248.884521
	Iteration 33Q: 3 clusters Score -2269654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2269652.500000 Penalty: 3248.884521
	Iteration 34Q: 3 clusters Score -2269652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2269657.500000 Penalty: 3248.884521
	Iteration 35Q: 3 clusters Score -2269658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2269659.250000 Penalty: 3248.884521
	Iteration 36Q: 3 clusters Score -2269659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2269662.250000 Penalty: 3248.884521
	Iteration 37Q: 3 clusters Score -2269662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2269668.250000 Penalty: 3248.884521
	Iteration 38Q: 3 clusters Score -2269668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2269668.750000 Penalty: 3248.884521
	Iteration 39Q: 3 clusters Score -2269669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2269672.250000 Penalty: 3248.884521
	Iteration 40F: 3 clusters Score -2269672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2269675.000000 Penalty: 3248.884521
	Iteration 41Q: 3 clusters Score -2269675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2269675.250000 Penalty: 3248.884521
	Iteration 42Q: 3 clusters Score -2269675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2269672.500000 Penalty: 3248.884521
	Iteration 43Q: 3 clusters Score -2269672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2269677.500000 Penalty: 3248.884521
	Iteration 44Q: 3 clusters Score -2269678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2269679.000000 Penalty: 3248.884521
	Iteration 45Q: 3 clusters Score -2269679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2269682.500000 Penalty: 3248.884521
	Iteration 46Q: 3 clusters Score -2269682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2269684.500000 Penalty: 3248.884521
	Iteration 47Q: 3 clusters Score -2269684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2269683.500000 Penalty: 3248.884521
	Iteration 48Q: 3 clusters Score -2269684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2269685.250000 Penalty: 3248.884521
	Iteration 49Q: 3 clusters Score -2269685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2269686.750000 Penalty: 3248.884521
	Iteration 50Q: 3 clusters Score -2269687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2269684.250000 Penalty: 3248.884521
	Iteration 51Q: 3 clusters Score -2269684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2269689.750000 Penalty: 3248.884521
	Iteration 52Q: 3 clusters Score -2269690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2269687.000000 Penalty: 3248.884521
	Iteration 53Q: 3 clusters Score -2269687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2269689.250000 Penalty: 3248.884521
	Iteration 54Q: 3 clusters Score -2269689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2269688.750000 Penalty: 3248.884521
	Iteration 55Q: 3 clusters Score -2269689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2269689.250000 Penalty: 3248.884521
	Iteration 56Q: 3 clusters Score -2269689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2269688.750000 Penalty: 3248.884521
	Iteration 57Q: 3 clusters Score -2269689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2269688.750000 Penalty: 3248.884521
	Iteration 58F: 3 clusters Score -2269689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (222282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222282 members 
Entering Unmasked Estep 
Score: -22595018.000000 Penalty: 2000.651489
	Iteration 0F: 2 clusters Score -2.259502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 110960 members 
Entering Unmasked Estep 
Score: -22446750.000000 Penalty: 4001.302979
	Iteration 0F: 3 clusters Score -2.244675e+07 nChanged 108040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116832 members 
Mstep: Class 2 contains 105450 members 
Entering Unmasked Estep 
Score: -22511876.000000 Penalty: 4001.302979
	Iteration 1F: 3 clusters Score -2.251188e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119569 members 
Mstep: Class 2 contains 102713 members 
Entering Unmasked Estep 
Score: -22514482.000000 Penalty: 4001.302979
	Iteration 2Q: 3 clusters Score -2.251448e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 98773 members 
Entering Unmasked Estep 
Score: -22518244.000000 Penalty: 4001.302979
	Iteration 3Q: 3 clusters Score -2.251824e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -22523492.000000 Penalty: 4001.302979
	Iteration 4Q: 3 clusters Score -2.252349e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134870 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -22530696.000000 Penalty: 4001.302979
	Iteration 5F: 3 clusters Score -2.25307e+07 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141838 members 
Mstep: Class 2 contains 80444 members 
Entering Unmasked Estep 
Score: -22539934.000000 Penalty: 4001.302979
	Iteration 6F: 3 clusters Score -2.253993e+07 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148522 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -22550642.000000 Penalty: 4001.302979
	Iteration 7F: 3 clusters Score -2.255064e+07 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153798 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -22560086.000000 Penalty: 4001.302979
	Iteration 8F: 3 clusters Score -2.256009e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157694 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -22565874.000000 Penalty: 4001.302979
	Iteration 9Q: 3 clusters Score -2.256587e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160994 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -22568718.000000 Penalty: 4001.302979
	Iteration 10Q: 3 clusters Score -2.256872e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164350 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -22570244.000000 Penalty: 4001.302979
	Iteration 11Q: 3 clusters Score -2.257024e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167848 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -22571258.000000 Penalty: 4001.302979
	Iteration 12Q: 3 clusters Score -2.257126e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171608 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -22572454.000000 Penalty: 4001.302979
	Iteration 13Q: 3 clusters Score -2.257245e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175471 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -22573400.000000 Penalty: 4001.302979
	Iteration 14Q: 3 clusters Score -2.25734e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -22574686.000000 Penalty: 4001.302979
	Iteration 15Q: 3 clusters Score -2.257469e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183606 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -22576160.000000 Penalty: 4001.302979
	Iteration 16Q: 3 clusters Score -2.257616e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187841 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -22577710.000000 Penalty: 4001.302979
	Iteration 17Q: 3 clusters Score -2.257771e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192166 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -22579438.000000 Penalty: 4001.302979
	Iteration 18Q: 3 clusters Score -2.257944e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196445 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -22581132.000000 Penalty: 4001.302979
	Iteration 19Q: 3 clusters Score -2.258113e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200524 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -22582934.000000 Penalty: 4001.302979
	Iteration 20F: 3 clusters Score -2.258293e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204365 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -22584718.000000 Penalty: 4001.302979
	Iteration 21Q: 3 clusters Score -2.258472e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207816 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -22586306.000000 Penalty: 4001.302979
	Iteration 22Q: 3 clusters Score -2.258631e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210878 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -22587830.000000 Penalty: 4001.302979
	Iteration 23Q: 3 clusters Score -2.258783e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213469 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -22589156.000000 Penalty: 4001.302979
	Iteration 24Q: 3 clusters Score -2.258916e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215626 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -22590182.000000 Penalty: 4001.302979
	Iteration 25Q: 3 clusters Score -2.259018e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217252 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -22591002.000000 Penalty: 4001.302979
	Iteration 26Q: 3 clusters Score -2.2591e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218505 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -22591658.000000 Penalty: 4001.302979
	Iteration 27Q: 3 clusters Score -2.259166e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219432 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -22592232.000000 Penalty: 4001.302979
	Iteration 28Q: 3 clusters Score -2.259223e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220121 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -22592566.000000 Penalty: 4001.302979
	Iteration 29Q: 3 clusters Score -2.259257e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220607 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22592820.000000 Penalty: 4001.302979
	Iteration 30Q: 3 clusters Score -2.259282e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220913 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22593008.000000 Penalty: 4001.302979
	Iteration 31Q: 3 clusters Score -2.259301e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221112 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -22593090.000000 Penalty: 4001.302979
	Iteration 32Q: 3 clusters Score -2.259309e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221245 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22593150.000000 Penalty: 4001.302979
	Iteration 33Q: 3 clusters Score -2.259315e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221339 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -22593220.000000 Penalty: 4001.302979
	Iteration 34Q: 3 clusters Score -2.259322e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221423 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -22593244.000000 Penalty: 4001.302979
	Iteration 35Q: 3 clusters Score -2.259324e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221480 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22593278.000000 Penalty: 4001.302979
	Iteration 36Q: 3 clusters Score -2.259328e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221524 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22593332.000000 Penalty: 4001.302979
	Iteration 37Q: 3 clusters Score -2.259333e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221559 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22593358.000000 Penalty: 4001.302979
	Iteration 38Q: 3 clusters Score -2.259336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221594 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -22593368.000000 Penalty: 4001.302979
	Iteration 39Q: 3 clusters Score -2.259337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221612 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -22593358.000000 Penalty: 4001.302979
	Iteration 40F: 3 clusters Score -2.259336e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221639 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22593384.000000 Penalty: 4001.302979
	Iteration 41Q: 3 clusters Score -2.259338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221657 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22593388.000000 Penalty: 4001.302979
	Iteration 42Q: 3 clusters Score -2.259339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221677 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -22593388.000000 Penalty: 4001.302979
	Iteration 43Q: 3 clusters Score -2.259339e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221695 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -22593394.000000 Penalty: 4001.302979
	Iteration 44Q: 3 clusters Score -2.259339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221706 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -22593408.000000 Penalty: 4001.302979
	Iteration 45Q: 3 clusters Score -2.259341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221713 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22593408.000000 Penalty: 4001.302979
	Iteration 46Q: 3 clusters Score -2.259341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221719 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -22593414.000000 Penalty: 4001.302979
	Iteration 47Q: 3 clusters Score -2.259341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221719 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -22593416.000000 Penalty: 4001.302979
	Iteration 48Q: 3 clusters Score -2.259342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221719 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -22593426.000000 Penalty: 4001.302979
	Iteration 49Q: 3 clusters Score -2.259343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221723 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22593440.000000 Penalty: 4001.302979
	Iteration 50Q: 3 clusters Score -2.259344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221725 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22593442.000000 Penalty: 4001.302979
	Iteration 51Q: 3 clusters Score -2.259344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221724 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -22593434.000000 Penalty: 4001.302979
	Iteration 52Q: 3 clusters Score -2.259343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221722 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22593452.000000 Penalty: 4001.302979
	Iteration 53Q: 3 clusters Score -2.259345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221721 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22593444.000000 Penalty: 4001.302979
	Iteration 54Q: 3 clusters Score -2.259344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221722 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22593440.000000 Penalty: 4001.302979
	Iteration 55Q: 3 clusters Score -2.259344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221723 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22593448.000000 Penalty: 4001.302979
	Iteration 56Q: 3 clusters Score -2.259345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221722 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22593450.000000 Penalty: 4001.302979
	Iteration 57Q: 3 clusters Score -2.259345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221722 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22593450.000000 Penalty: 4001.302979
	Iteration 58F: 3 clusters Score -2.259345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Entering Unmasked Estep 
Score: -263143.218750 Penalty: 1286.599609
	Iteration 0F: 2 clusters Score -263143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -260597.609375 Penalty: 2573.199219
	Iteration 0F: 3 clusters Score -260597.6 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -261203.906250 Penalty: 2573.199219
	Iteration 1F: 3 clusters Score -261203.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -261383.546875 Penalty: 2573.199219
	Iteration 2F: 3 clusters Score -261383.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -261531.828125 Penalty: 2573.199219
	Iteration 3F: 3 clusters Score -261531.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -261659.859375 Penalty: 2573.199219
	Iteration 4F: 3 clusters Score -261659.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -261762.468750 Penalty: 2573.199219
	Iteration 5Q: 3 clusters Score -261762.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -261839.640625 Penalty: 2573.199219
	Iteration 6Q: 3 clusters Score -261839.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -261893.640625 Penalty: 2573.199219
	Iteration 7Q: 3 clusters Score -261893.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -261949.718750 Penalty: 2573.199219
	Iteration 8Q: 3 clusters Score -261949.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -261985.312500 Penalty: 2573.199219
	Iteration 9Q: 3 clusters Score -261985.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -262018.796875 Penalty: 2573.199219
	Iteration 10Q: 3 clusters Score -262018.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -262051.921875 Penalty: 2573.199219
	Iteration 11Q: 3 clusters Score -262051.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -262078.531250 Penalty: 2573.199219
	Iteration 12Q: 3 clusters Score -262078.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262100.171875 Penalty: 2573.199219
	Iteration 13Q: 3 clusters Score -262100.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -262127.843750 Penalty: 2573.199219
	Iteration 14Q: 3 clusters Score -262127.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -262150.500000 Penalty: 2573.199219
	Iteration 15Q: 3 clusters Score -262150.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -262164.187500 Penalty: 2573.199219
	Iteration 16Q: 3 clusters Score -262164.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -262184.062500 Penalty: 2573.199219
	Iteration 17Q: 3 clusters Score -262184.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -262202.125000 Penalty: 2573.199219
	Iteration 18Q: 3 clusters Score -262202.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -262217.250000 Penalty: 2573.199219
	Iteration 19Q: 3 clusters Score -262217.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -262232.125000 Penalty: 2573.199219
	Iteration 20F: 3 clusters Score -262232.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -262248.312500 Penalty: 2573.199219
	Iteration 21Q: 3 clusters Score -262248.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -262259.562500 Penalty: 2573.199219
	Iteration 22Q: 3 clusters Score -262259.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -262266.937500 Penalty: 2573.199219
	Iteration 23Q: 3 clusters Score -262266.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -262274.031250 Penalty: 2573.199219
	Iteration 24Q: 3 clusters Score -262274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -262279.625000 Penalty: 2573.199219
	Iteration 25Q: 3 clusters Score -262279.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -262284.093750 Penalty: 2573.199219
	Iteration 26Q: 3 clusters Score -262284.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -262288.125000 Penalty: 2573.199219
	Iteration 27Q: 3 clusters Score -262288.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -262293.406250 Penalty: 2573.199219
	Iteration 28Q: 3 clusters Score -262293.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -262298.375000 Penalty: 2573.199219
	Iteration 29Q: 3 clusters Score -262298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -262300.937500 Penalty: 2573.199219
	Iteration 30Q: 3 clusters Score -262300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -262303.593750 Penalty: 2573.199219
	Iteration 31Q: 3 clusters Score -262303.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -262306.968750 Penalty: 2573.199219
	Iteration 32Q: 3 clusters Score -262307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -262310.968750 Penalty: 2573.199219
	Iteration 33Q: 3 clusters Score -262311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -262314.250000 Penalty: 2573.199219
	Iteration 34Q: 3 clusters Score -262314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -262316.562500 Penalty: 2573.199219
	Iteration 35Q: 3 clusters Score -262316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -262322.718750 Penalty: 2573.199219
	Iteration 36Q: 3 clusters Score -262322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -262325.343750 Penalty: 2573.199219
	Iteration 37Q: 3 clusters Score -262325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -262326.968750 Penalty: 2573.199219
	Iteration 38Q: 3 clusters Score -262327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -262327.718750 Penalty: 2573.199219
	Iteration 39Q: 3 clusters Score -262327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -262328.812500 Penalty: 2573.199219
	Iteration 40F: 3 clusters Score -262328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -262329.375000 Penalty: 2573.199219
	Iteration 41Q: 3 clusters Score -262329.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -262329.687500 Penalty: 2573.199219
	Iteration 42Q: 3 clusters Score -262329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -262330.437500 Penalty: 2573.199219
	Iteration 43Q: 3 clusters Score -262330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -262331.562500 Penalty: 2573.199219
	Iteration 44Q: 3 clusters Score -262331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -262331.843750 Penalty: 2573.199219
	Iteration 45Q: 3 clusters Score -262331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -262331.843750 Penalty: 2573.199219
	Iteration 46F: 3 clusters Score -262331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Entering Unmasked Estep 
Score: -355547.218750 Penalty: 1324.357300
	Iteration 0F: 2 clusters Score -355547.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -352524.562500 Penalty: 2648.714600
	Iteration 0F: 3 clusters Score -352524.6 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -353246.343750 Penalty: 2648.714600
	Iteration 1F: 3 clusters Score -353246.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -353364.062500 Penalty: 2648.714600
	Iteration 2F: 3 clusters Score -353364.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -353442.812500 Penalty: 2648.714600
	Iteration 3Q: 3 clusters Score -353442.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -353492.500000 Penalty: 2648.714600
	Iteration 4Q: 3 clusters Score -353492.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -353532.062500 Penalty: 2648.714600
	Iteration 5Q: 3 clusters Score -353532.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -353563.281250 Penalty: 2648.714600
	Iteration 6Q: 3 clusters Score -353563.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -353588.312500 Penalty: 2648.714600
	Iteration 7Q: 3 clusters Score -353588.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -353614.218750 Penalty: 2648.714600
	Iteration 8Q: 3 clusters Score -353614.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -353639.375000 Penalty: 2648.714600
	Iteration 9Q: 3 clusters Score -353639.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -353671.531250 Penalty: 2648.714600
	Iteration 10Q: 3 clusters Score -353671.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -353702.937500 Penalty: 2648.714600
	Iteration 11Q: 3 clusters Score -353702.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -353733.968750 Penalty: 2648.714600
	Iteration 12Q: 3 clusters Score -353734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -353768.281250 Penalty: 2648.714600
	Iteration 13Q: 3 clusters Score -353768.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -353805.906250 Penalty: 2648.714600
	Iteration 14Q: 3 clusters Score -353805.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -353842.875000 Penalty: 2648.714600
	Iteration 15Q: 3 clusters Score -353842.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -353881.968750 Penalty: 2648.714600
	Iteration 16Q: 3 clusters Score -353882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -353922.156250 Penalty: 2648.714600
	Iteration 17Q: 3 clusters Score -353922.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -353963.562500 Penalty: 2648.714600
	Iteration 18Q: 3 clusters Score -353963.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -354008.375000 Penalty: 2648.714600
	Iteration 19Q: 3 clusters Score -354008.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -354049.062500 Penalty: 2648.714600
	Iteration 20F: 3 clusters Score -354049.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -354096.468750 Penalty: 2648.714600
	Iteration 21Q: 3 clusters Score -354096.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -354130.000000 Penalty: 2648.714600
	Iteration 22Q: 3 clusters Score -354130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -354158.781250 Penalty: 2648.714600
	Iteration 23Q: 3 clusters Score -354158.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -354193.531250 Penalty: 2648.714600
	Iteration 24Q: 3 clusters Score -354193.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -354233.875000 Penalty: 2648.714600
	Iteration 25Q: 3 clusters Score -354233.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -354269.375000 Penalty: 2648.714600
	Iteration 26Q: 3 clusters Score -354269.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -354295.125000 Penalty: 2648.714600
	Iteration 27Q: 3 clusters Score -354295.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -354310.843750 Penalty: 2648.714600
	Iteration 28Q: 3 clusters Score -354310.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -354320.968750 Penalty: 2648.714600
	Iteration 29Q: 3 clusters Score -354321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -354333.875000 Penalty: 2648.714600
	Iteration 30Q: 3 clusters Score -354333.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -354350.718750 Penalty: 2648.714600
	Iteration 31Q: 3 clusters Score -354350.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -354362.843750 Penalty: 2648.714600
	Iteration 32Q: 3 clusters Score -354362.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -354375.125000 Penalty: 2648.714600
	Iteration 33Q: 3 clusters Score -354375.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -354387.968750 Penalty: 2648.714600
	Iteration 34Q: 3 clusters Score -354388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -354403.437500 Penalty: 2648.714600
	Iteration 35Q: 3 clusters Score -354403.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -354416.187500 Penalty: 2648.714600
	Iteration 36Q: 3 clusters Score -354416.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -354424.031250 Penalty: 2648.714600
	Iteration 37Q: 3 clusters Score -354424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -354428.687500 Penalty: 2648.714600
	Iteration 38Q: 3 clusters Score -354428.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -354431.750000 Penalty: 2648.714600
	Iteration 39Q: 3 clusters Score -354431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -354432.531250 Penalty: 2648.714600
	Iteration 40F: 3 clusters Score -354432.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -354433.375000 Penalty: 2648.714600
	Iteration 41Q: 3 clusters Score -354433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -354433.750000 Penalty: 2648.714600
	Iteration 42Q: 3 clusters Score -354433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -354433.843750 Penalty: 2648.714600
	Iteration 43Q: 3 clusters Score -354433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -354435.343750 Penalty: 2648.714600
	Iteration 44Q: 3 clusters Score -354435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -354435.781250 Penalty: 2648.714600
	Iteration 45Q: 3 clusters Score -354435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -354436.343750 Penalty: 2648.714600
	Iteration 46Q: 3 clusters Score -354436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -354438.406250 Penalty: 2648.714600
	Iteration 47Q: 3 clusters Score -354438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -354440.593750 Penalty: 2648.714600
	Iteration 48Q: 3 clusters Score -354440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -354443.093750 Penalty: 2648.714600
	Iteration 49Q: 3 clusters Score -354443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -354443.218750 Penalty: 2648.714600
	Iteration 50Q: 3 clusters Score -354443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -354444.062500 Penalty: 2648.714600
	Iteration 51Q: 3 clusters Score -354444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -354444.281250 Penalty: 2648.714600
	Iteration 52Q: 3 clusters Score -354444.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -354444.281250 Penalty: 2648.714600
	Iteration 53F: 3 clusters Score -354444.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -207872.156250 Penalty: 1233.020264
	Iteration 0F: 2 clusters Score -207872.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -205792.312500 Penalty: 2466.040527
	Iteration 0F: 3 clusters Score -205792.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -206196.140625 Penalty: 2466.040527
	Iteration 1F: 3 clusters Score -206196.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -206303.031250 Penalty: 2466.040527
	Iteration 2F: 3 clusters Score -206303 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -206366.109375 Penalty: 2466.040527
	Iteration 3Q: 3 clusters Score -206366.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -206405.515625 Penalty: 2466.040527
	Iteration 4Q: 3 clusters Score -206405.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -206423.437500 Penalty: 2466.040527
	Iteration 5Q: 3 clusters Score -206423.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -206436.062500 Penalty: 2466.040527
	Iteration 6Q: 3 clusters Score -206436.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -206441.000000 Penalty: 2466.040527
	Iteration 7Q: 3 clusters Score -206441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -206444.156250 Penalty: 2466.040527
	Iteration 8Q: 3 clusters Score -206444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -206447.515625 Penalty: 2466.040527
	Iteration 9Q: 3 clusters Score -206447.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -206449.750000 Penalty: 2466.040527
	Iteration 10Q: 3 clusters Score -206449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -206451.828125 Penalty: 2466.040527
	Iteration 11Q: 3 clusters Score -206451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -206455.500000 Penalty: 2466.040527
	Iteration 12Q: 3 clusters Score -206455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -206457.296875 Penalty: 2466.040527
	Iteration 13Q: 3 clusters Score -206457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -206458.609375 Penalty: 2466.040527
	Iteration 14Q: 3 clusters Score -206458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -206461.437500 Penalty: 2466.040527
	Iteration 15Q: 3 clusters Score -206461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206462.453125 Penalty: 2466.040527
	Iteration 16Q: 3 clusters Score -206462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -206463.250000 Penalty: 2466.040527
	Iteration 17Q: 3 clusters Score -206463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -206463.250000 Penalty: 2466.040527
	Iteration 18F: 3 clusters Score -206463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Entering Unmasked Estep 
Score: -1097496.625000 Penalty: 1515.487427
	Iteration 0F: 2 clusters Score -1097497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1089526.250000 Penalty: 3030.974854
	Iteration 0F: 3 clusters Score -1089526 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1092101.625000 Penalty: 3030.974854
	Iteration 1F: 3 clusters Score -1092102 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1092338.625000 Penalty: 3030.974854
	Iteration 2F: 3 clusters Score -1092339 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1092537.875000 Penalty: 3030.974854
	Iteration 3Q: 3 clusters Score -1092538 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1092739.625000 Penalty: 3030.974854
	Iteration 4Q: 3 clusters Score -1092740 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1092997.000000 Penalty: 3030.974854
	Iteration 5Q: 3 clusters Score -1092997 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1093351.875000 Penalty: 3030.974854
	Iteration 6F: 3 clusters Score -1093352 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1093847.625000 Penalty: 3030.974854
	Iteration 7F: 3 clusters Score -1093848 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1094458.500000 Penalty: 3030.974854
	Iteration 8F: 3 clusters Score -1094458 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1095088.375000 Penalty: 3030.974854
	Iteration 9F: 3 clusters Score -1095088 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1095567.750000 Penalty: 3030.974854
	Iteration 10Q: 3 clusters Score -1095568 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1095864.500000 Penalty: 3030.974854
	Iteration 11Q: 3 clusters Score -1095864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1096014.875000 Penalty: 3030.974854
	Iteration 12Q: 3 clusters Score -1096015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1096067.625000 Penalty: 3030.974854
	Iteration 13Q: 3 clusters Score -1096068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1096095.125000 Penalty: 3030.974854
	Iteration 14Q: 3 clusters Score -1096095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1096116.625000 Penalty: 3030.974854
	Iteration 15Q: 3 clusters Score -1096117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1096136.875000 Penalty: 3030.974854
	Iteration 16Q: 3 clusters Score -1096137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1096146.125000 Penalty: 3030.974854
	Iteration 17Q: 3 clusters Score -1096146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1096153.500000 Penalty: 3030.974854
	Iteration 18Q: 3 clusters Score -1096154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1096162.375000 Penalty: 3030.974854
	Iteration 19Q: 3 clusters Score -1096162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1096165.125000 Penalty: 3030.974854
	Iteration 20F: 3 clusters Score -1096165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1096169.125000 Penalty: 3030.974854
	Iteration 21Q: 3 clusters Score -1096169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1096175.000000 Penalty: 3030.974854
	Iteration 22Q: 3 clusters Score -1096175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1096183.125000 Penalty: 3030.974854
	Iteration 23Q: 3 clusters Score -1096183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1096185.875000 Penalty: 3030.974854
	Iteration 24Q: 3 clusters Score -1096186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1096189.375000 Penalty: 3030.974854
	Iteration 25Q: 3 clusters Score -1096189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1096196.250000 Penalty: 3030.974854
	Iteration 26Q: 3 clusters Score -1096196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1096200.500000 Penalty: 3030.974854
	Iteration 27Q: 3 clusters Score -1096200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1096203.625000 Penalty: 3030.974854
	Iteration 28Q: 3 clusters Score -1096204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1096204.125000 Penalty: 3030.974854
	Iteration 29Q: 3 clusters Score -1096204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1096204.125000 Penalty: 3030.974854
	Iteration 30F: 3 clusters Score -1096204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Entering Unmasked Estep 
Score: -4052963.750000 Penalty: 1719.113159
	Iteration 0F: 2 clusters Score -4052964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4026654.500000 Penalty: 3438.226318
	Iteration 0F: 3 clusters Score -4026654 nChanged 18338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4036828.500000 Penalty: 3438.226318
	Iteration 1F: 3 clusters Score -4036828 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4037150.500000 Penalty: 3438.226318
	Iteration 2Q: 3 clusters Score -4037150 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4037421.500000 Penalty: 3438.226318
	Iteration 3Q: 3 clusters Score -4037422 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4037651.000000 Penalty: 3438.226318
	Iteration 4Q: 3 clusters Score -4037651 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4037837.250000 Penalty: 3438.226318
	Iteration 5Q: 3 clusters Score -4037837 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4038040.000000 Penalty: 3438.226318
	Iteration 6Q: 3 clusters Score -4038040 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4038296.250000 Penalty: 3438.226318
	Iteration 7Q: 3 clusters Score -4038296 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4038562.250000 Penalty: 3438.226318
	Iteration 8Q: 3 clusters Score -4038562 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4038978.500000 Penalty: 3438.226318
	Iteration 9Q: 3 clusters Score -4038978 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -4039545.500000 Penalty: 3438.226318
	Iteration 10Q: 3 clusters Score -4039546 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4040270.750000 Penalty: 3438.226318
	Iteration 11Q: 3 clusters Score -4040271 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4041348.250000 Penalty: 3438.226318
	Iteration 12Q: 3 clusters Score -4041348 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4042743.250000 Penalty: 3438.226318
	Iteration 13F: 3 clusters Score -4042743 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4044467.250000 Penalty: 3438.226318
	Iteration 14F: 3 clusters Score -4044467 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4046176.750000 Penalty: 3438.226318
	Iteration 15F: 3 clusters Score -4046177 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -4047604.500000 Penalty: 3438.226318
	Iteration 16Q: 3 clusters Score -4047604 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -4048527.500000 Penalty: 3438.226318
	Iteration 17Q: 3 clusters Score -4048528 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4049155.000000 Penalty: 3438.226318
	Iteration 18Q: 3 clusters Score -4049155 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4049620.250000 Penalty: 3438.226318
	Iteration 19Q: 3 clusters Score -4049620 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4049975.250000 Penalty: 3438.226318
	Iteration 20F: 3 clusters Score -4049975 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -4050255.000000 Penalty: 3438.226318
	Iteration 21Q: 3 clusters Score -4050255 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4050496.750000 Penalty: 3438.226318
	Iteration 22Q: 3 clusters Score -4050497 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4050696.750000 Penalty: 3438.226318
	Iteration 23Q: 3 clusters Score -4050697 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4050852.250000 Penalty: 3438.226318
	Iteration 24Q: 3 clusters Score -4050852 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4050986.250000 Penalty: 3438.226318
	Iteration 25Q: 3 clusters Score -4050986 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4051093.750000 Penalty: 3438.226318
	Iteration 26Q: 3 clusters Score -4051094 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4051175.500000 Penalty: 3438.226318
	Iteration 27Q: 3 clusters Score -4051176 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4051240.750000 Penalty: 3438.226318
	Iteration 28Q: 3 clusters Score -4051241 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4051298.250000 Penalty: 3438.226318
	Iteration 29Q: 3 clusters Score -4051298 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4051335.250000 Penalty: 3438.226318
	Iteration 30Q: 3 clusters Score -4051335 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4051384.250000 Penalty: 3438.226318
	Iteration 31Q: 3 clusters Score -4051384 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4051424.250000 Penalty: 3438.226318
	Iteration 32Q: 3 clusters Score -4051424 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4051475.000000 Penalty: 3438.226318
	Iteration 33Q: 3 clusters Score -4051475 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4051516.750000 Penalty: 3438.226318
	Iteration 34Q: 3 clusters Score -4051517 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4051555.000000 Penalty: 3438.226318
	Iteration 35Q: 3 clusters Score -4051555 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4051588.250000 Penalty: 3438.226318
	Iteration 36Q: 3 clusters Score -4051588 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4051615.500000 Penalty: 3438.226318
	Iteration 37Q: 3 clusters Score -4051616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4051630.250000 Penalty: 3438.226318
	Iteration 38Q: 3 clusters Score -4051630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4051644.000000 Penalty: 3438.226318
	Iteration 39Q: 3 clusters Score -4051644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4051657.250000 Penalty: 3438.226318
	Iteration 40F: 3 clusters Score -4051657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4051670.250000 Penalty: 3438.226318
	Iteration 41Q: 3 clusters Score -4051670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4051676.750000 Penalty: 3438.226318
	Iteration 42Q: 3 clusters Score -4051677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4051685.250000 Penalty: 3438.226318
	Iteration 43Q: 3 clusters Score -4051685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4051685.000000 Penalty: 3438.226318
	Iteration 44Q: 3 clusters Score -4051685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4051692.500000 Penalty: 3438.226318
	Iteration 45Q: 3 clusters Score -4051692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4051707.000000 Penalty: 3438.226318
	Iteration 46Q: 3 clusters Score -4051707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4051711.750000 Penalty: 3438.226318
	Iteration 47Q: 3 clusters Score -4051712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4051714.000000 Penalty: 3438.226318
	Iteration 48Q: 3 clusters Score -4051714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4051715.750000 Penalty: 3438.226318
	Iteration 49Q: 3 clusters Score -4051716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4051718.500000 Penalty: 3438.226318
	Iteration 50Q: 3 clusters Score -4051718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4051732.000000 Penalty: 3438.226318
	Iteration 51Q: 3 clusters Score -4051732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4051732.250000 Penalty: 3438.226318
	Iteration 52Q: 3 clusters Score -4051732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4051733.250000 Penalty: 3438.226318
	Iteration 53Q: 3 clusters Score -4051733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4051729.250000 Penalty: 3438.226318
	Iteration 54Q: 3 clusters Score -4051729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4051735.000000 Penalty: 3438.226318
	Iteration 55Q: 3 clusters Score -4051735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4051731.750000 Penalty: 3438.226318
	Iteration 56Q: 3 clusters Score -4051732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4051733.750000 Penalty: 3438.226318
	Iteration 57Q: 3 clusters Score -4051734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4051733.750000 Penalty: 3438.226318
	Iteration 58F: 3 clusters Score -4051734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30543 members 
Mstep: Class 3 contains 177629 members 
Mstep: Class 4 contains 2526 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 49850 members 
Mstep: Class 7 contains 73354 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 10 contains 299961 members 
Mstep: Class 12 contains 21951 members 
Mstep: Class 13 contains 222282 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 3463 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 11227 members 
Mstep: Class 20 contains 39307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116088.000000 Penalty: 33526.671875
Iteration 79Q: 16 clusters Score -9.411609e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30554 members 
Mstep: Class 3 contains 177886 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 49839 members 
Mstep: Class 7 contains 73321 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 10 contains 299940 members 
Mstep: Class 12 contains 21952 members 
Mstep: Class 13 contains 222157 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 15 contains 3430 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 39308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115960.000000 Penalty: 33526.671875
Iteration 80F: 16 clusters Score -9.411596e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30561 members 
Mstep: Class 3 contains 178149 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 49816 members 
Mstep: Class 7 contains 73269 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 10 contains 299959 members 
Mstep: Class 12 contains 21943 members 
Mstep: Class 13 contains 222021 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 3403 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 11201 members 
Mstep: Class 20 contains 39294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115840.000000 Penalty: 33526.671875
Iteration 81Q: 16 clusters Score -9.411584e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30569 members 
Mstep: Class 3 contains 178357 members 
Mstep: Class 4 contains 2507 members 
Mstep: Class 5 contains 2513 members 
Mstep: Class 6 contains 49814 members 
Mstep: Class 7 contains 73233 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 10 contains 300046 members 
Mstep: Class 12 contains 21938 members 
Mstep: Class 13 contains 221820 members 
Mstep: Class 14 contains 2739 members 
Mstep: Class 15 contains 3381 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 11189 members 
Mstep: Class 20 contains 39294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115816.000000 Penalty: 33526.671875
Iteration 82Q: 16 clusters Score -9.411582e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30576 members 
Mstep: Class 3 contains 178553 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 49796 members 
Mstep: Class 7 contains 73181 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 10 contains 300075 members 
Mstep: Class 12 contains 21937 members 
Mstep: Class 13 contains 221724 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 3355 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 11176 members 
Mstep: Class 20 contains 39290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116008.000000 Penalty: 33526.671875
Iteration 83Q: 16 clusters Score -9.411601e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30582 members 
Mstep: Class 3 contains 178740 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 49787 members 
Mstep: Class 7 contains 73146 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 10 contains 300100 members 
Mstep: Class 12 contains 21931 members 
Mstep: Class 13 contains 221609 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 3333 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 39294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94115896.000000 Penalty: 33526.671875
Iteration 84Q: 16 clusters Score -9.41159e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30577 members 
Mstep: Class 3 contains 178928 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 49791 members 
Mstep: Class 7 contains 73116 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 10 contains 300167 members 
Mstep: Class 12 contains 21920 members 
Mstep: Class 13 contains 221469 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 18 contains 1972 members 
Mstep: Class 19 contains 11149 members 
Mstep: Class 20 contains 39296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116176.000000 Penalty: 33526.671875
Iteration 85Q: 16 clusters Score -9.411618e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30584 members 
Mstep: Class 3 contains 179126 members 
Mstep: Class 4 contains 2494 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 49782 members 
Mstep: Class 7 contains 73097 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 10 contains 300219 members 
Mstep: Class 12 contains 21917 members 
Mstep: Class 13 contains 221330 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 3252 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 11135 members 
Mstep: Class 20 contains 39287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116144.000000 Penalty: 33526.671875
Iteration 86Q: 16 clusters Score -9.411614e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30591 members 
Mstep: Class 3 contains 179287 members 
Mstep: Class 4 contains 2491 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 49775 members 
Mstep: Class 7 contains 73042 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 10 contains 300294 members 
Mstep: Class 12 contains 21923 members 
Mstep: Class 13 contains 221234 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 3206 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 39273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116008.000000 Penalty: 33526.671875
Iteration 87Q: 16 clusters Score -9.411601e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30592 members 
Mstep: Class 3 contains 179440 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 49761 members 
Mstep: Class 7 contains 72996 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 10 contains 300375 members 
Mstep: Class 12 contains 21935 members 
Mstep: Class 13 contains 221119 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 3172 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 11125 members 
Mstep: Class 20 contains 39256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116144.000000 Penalty: 33526.671875
Iteration 88Q: 16 clusters Score -9.411614e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30592 members 
Mstep: Class 3 contains 179615 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 49751 members 
Mstep: Class 7 contains 72957 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 10 contains 300443 members 
Mstep: Class 12 contains 21959 members 
Mstep: Class 13 contains 220963 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 11119 members 
Mstep: Class 20 contains 39251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116368.000000 Penalty: 33526.671875
Iteration 89Q: 16 clusters Score -9.411637e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30583 members 
Mstep: Class 3 contains 179770 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 49741 members 
Mstep: Class 7 contains 72922 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 10 contains 300535 members 
Mstep: Class 12 contains 21976 members 
Mstep: Class 13 contains 220827 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 3117 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 11110 members 
Mstep: Class 20 contains 39247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116464.000000 Penalty: 33526.671875
Iteration 90Q: 16 clusters Score -9.411646e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30586 members 
Mstep: Class 3 contains 179907 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 49744 members 
Mstep: Class 7 contains 72885 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 10 contains 300611 members 
Mstep: Class 12 contains 21988 members 
Mstep: Class 13 contains 220695 members 
Mstep: Class 14 contains 2695 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 39254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116840.000000 Penalty: 33526.671875
Iteration 91Q: 16 clusters Score -9.411684e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30592 members 
Mstep: Class 3 contains 180059 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 49730 members 
Mstep: Class 7 contains 72842 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 10 contains 300674 members 
Mstep: Class 12 contains 21998 members 
Mstep: Class 13 contains 220577 members 
Mstep: Class 14 contains 2695 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 39251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116848.000000 Penalty: 33526.671875
Iteration 92Q: 16 clusters Score -9.411685e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30597 members 
Mstep: Class 3 contains 180161 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 49727 members 
Mstep: Class 7 contains 72795 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 10 contains 300755 members 
Mstep: Class 12 contains 22019 members 
Mstep: Class 13 contains 220473 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 11081 members 
Mstep: Class 20 contains 39246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116960.000000 Penalty: 33526.671875
Iteration 93Q: 16 clusters Score -9.411696e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30596 members 
Mstep: Class 3 contains 180263 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 49702 members 
Mstep: Class 7 contains 72764 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 10 contains 300901 members 
Mstep: Class 12 contains 22047 members 
Mstep: Class 13 contains 220314 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 11064 members 
Mstep: Class 20 contains 39242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116952.000000 Penalty: 33526.671875
Iteration 94Q: 16 clusters Score -9.411695e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30602 members 
Mstep: Class 3 contains 180366 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 49679 members 
Mstep: Class 7 contains 72706 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 10 contains 301070 members 
Mstep: Class 12 contains 22078 members 
Mstep: Class 13 contains 220132 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 11053 members 
Mstep: Class 20 contains 39252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116880.000000 Penalty: 33526.671875
Iteration 95Q: 16 clusters Score -9.411688e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30601 members 
Mstep: Class 3 contains 180420 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 49657 members 
Mstep: Class 7 contains 72658 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 10 contains 301280 members 
Mstep: Class 12 contains 22107 members 
Mstep: Class 13 contains 219921 members 
Mstep: Class 14 contains 2683 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 11046 members 
Mstep: Class 20 contains 39282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116920.000000 Penalty: 33526.671875
Iteration 96Q: 16 clusters Score -9.411692e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30603 members 
Mstep: Class 3 contains 180466 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 49651 members 
Mstep: Class 7 contains 72624 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 10 contains 301489 members 
Mstep: Class 12 contains 22134 members 
Mstep: Class 13 contains 219721 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 2946 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 11034 members 
Mstep: Class 20 contains 39306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117024.000000 Penalty: 33526.671875
Iteration 97Q: 16 clusters Score -9.411702e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30595 members 
Mstep: Class 3 contains 180492 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 49647 members 
Mstep: Class 7 contains 72604 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 10 contains 301687 members 
Mstep: Class 12 contains 22157 members 
Mstep: Class 13 contains 219530 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 11023 members 
Mstep: Class 20 contains 39329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116984.000000 Penalty: 33526.671875
Iteration 98Q: 16 clusters Score -9.411698e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30594 members 
Mstep: Class 3 contains 180510 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 49635 members 
Mstep: Class 7 contains 72582 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 10 contains 301839 members 
Mstep: Class 12 contains 22181 members 
Mstep: Class 13 contains 219378 members 
Mstep: Class 14 contains 2681 members 
Mstep: Class 15 contains 2901 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 11007 members 
Mstep: Class 20 contains 39366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116888.000000 Penalty: 33526.671875
Iteration 99Q: 16 clusters Score -9.411689e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30599 members 
Mstep: Class 3 contains 180490 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 49636 members 
Mstep: Class 7 contains 72569 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 10 contains 301951 members 
Mstep: Class 12 contains 22211 members 
Mstep: Class 13 contains 219276 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2889 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 39390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116944.000000 Penalty: 33526.671875
Iteration 100F: 16 clusters Score -9.411694e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30607 members 
Mstep: Class 3 contains 180526 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 49637 members 
Mstep: Class 7 contains 72542 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 10 contains 302056 members 
Mstep: Class 12 contains 22228 members 
Mstep: Class 13 contains 219158 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 10962 members 
Mstep: Class 20 contains 39409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117256.000000 Penalty: 33526.671875
Iteration 101Q: 16 clusters Score -9.411726e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30618 members 
Mstep: Class 3 contains 180551 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 49616 members 
Mstep: Class 7 contains 72513 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 10 contains 302184 members 
Mstep: Class 12 contains 22244 members 
Mstep: Class 13 contains 219064 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 10943 members 
Mstep: Class 20 contains 39426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117376.000000 Penalty: 33526.671875
Iteration 102Q: 16 clusters Score -9.411738e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30638 members 
Mstep: Class 3 contains 180559 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 49609 members 
Mstep: Class 7 contains 72462 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 10 contains 302282 members 
Mstep: Class 12 contains 22266 members 
Mstep: Class 13 contains 219007 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 10930 members 
Mstep: Class 20 contains 39448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117352.000000 Penalty: 33526.671875
Iteration 103Q: 16 clusters Score -9.411735e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30653 members 
Mstep: Class 3 contains 180569 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 49601 members 
Mstep: Class 7 contains 72432 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 10 contains 302335 members 
Mstep: Class 12 contains 22294 members 
Mstep: Class 13 contains 218977 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 10918 members 
Mstep: Class 20 contains 39463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117600.000000 Penalty: 33526.671875
Iteration 104Q: 16 clusters Score -9.41176e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30667 members 
Mstep: Class 3 contains 180579 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 49572 members 
Mstep: Class 7 contains 72410 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 10 contains 302420 members 
Mstep: Class 12 contains 22317 members 
Mstep: Class 13 contains 218931 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 2783 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 10904 members 
Mstep: Class 20 contains 39474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117576.000000 Penalty: 33526.671875
Iteration 105Q: 16 clusters Score -9.411758e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30671 members 
Mstep: Class 3 contains 180557 members 
Mstep: Class 4 contains 2478 members 
Mstep: Class 5 contains 2139 members 
Mstep: Class 6 contains 49555 members 
Mstep: Class 7 contains 72387 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 10 contains 302539 members 
Mstep: Class 12 contains 22336 members 
Mstep: Class 13 contains 218896 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 15 contains 2752 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 10887 members 
Mstep: Class 20 contains 39492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117648.000000 Penalty: 33526.671875
Iteration 106Q: 16 clusters Score -9.411765e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30664 members 
Mstep: Class 3 contains 180548 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 49530 members 
Mstep: Class 7 contains 72367 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 10 contains 302607 members 
Mstep: Class 12 contains 22350 members 
Mstep: Class 13 contains 218904 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 10874 members 
Mstep: Class 20 contains 39504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117656.000000 Penalty: 33526.671875
Iteration 107Q: 16 clusters Score -9.411766e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30665 members 
Mstep: Class 3 contains 180533 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 5 contains 2121 members 
Mstep: Class 6 contains 49509 members 
Mstep: Class 7 contains 72360 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 10 contains 302631 members 
Mstep: Class 12 contains 22358 members 
Mstep: Class 13 contains 218939 members 
Mstep: Class 14 contains 2663 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 10861 members 
Mstep: Class 20 contains 39521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117784.000000 Penalty: 33526.671875
Iteration 108Q: 16 clusters Score -9.411778e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30667 members 
Mstep: Class 3 contains 180524 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 2117 members 
Mstep: Class 6 contains 49482 members 
Mstep: Class 7 contains 72348 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 10 contains 302654 members 
Mstep: Class 12 contains 22369 members 
Mstep: Class 13 contains 218973 members 
Mstep: Class 14 contains 2662 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 10851 members 
Mstep: Class 20 contains 39535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117760.000000 Penalty: 33526.671875
Iteration 109Q: 16 clusters Score -9.411776e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30672 members 
Mstep: Class 3 contains 180507 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 5 contains 2116 members 
Mstep: Class 6 contains 49468 members 
Mstep: Class 7 contains 72341 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 10 contains 302693 members 
Mstep: Class 12 contains 22388 members 
Mstep: Class 13 contains 218955 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 39550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117720.000000 Penalty: 33526.671875
Iteration 110Q: 16 clusters Score -9.411772e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30671 members 
Mstep: Class 3 contains 180483 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 2108 members 
Mstep: Class 6 contains 49447 members 
Mstep: Class 7 contains 72330 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 10 contains 302800 members 
Mstep: Class 12 contains 22411 members 
Mstep: Class 13 contains 218885 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 2661 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 10829 members 
Mstep: Class 20 contains 39568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117752.000000 Penalty: 33526.671875
Iteration 111Q: 16 clusters Score -9.411775e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30671 members 
Mstep: Class 3 contains 180472 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 2107 members 
Mstep: Class 6 contains 49421 members 
Mstep: Class 7 contains 72312 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302895 members 
Mstep: Class 12 contains 22425 members 
Mstep: Class 13 contains 218847 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 10814 members 
Mstep: Class 20 contains 39584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117832.000000 Penalty: 33526.671875
Iteration 112Q: 16 clusters Score -9.411783e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30671 members 
Mstep: Class 3 contains 180457 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 2105 members 
Mstep: Class 6 contains 49399 members 
Mstep: Class 7 contains 72301 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 10 contains 302946 members 
Mstep: Class 12 contains 22442 members 
Mstep: Class 13 contains 218831 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 39598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118024.000000 Penalty: 33526.671875
Iteration 113Q: 16 clusters Score -9.411802e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30671 members 
Mstep: Class 3 contains 180454 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 2099 members 
Mstep: Class 6 contains 49380 members 
Mstep: Class 7 contains 72283 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 10 contains 302999 members 
Mstep: Class 12 contains 22461 members 
Mstep: Class 13 contains 218794 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 2630 members 
Mstep: Class 18 contains 2031 members 
Mstep: Class 19 contains 10788 members 
Mstep: Class 20 contains 39625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118080.000000 Penalty: 33526.671875
Iteration 114Q: 16 clusters Score -9.411808e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30674 members 
Mstep: Class 3 contains 180440 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 2092 members 
Mstep: Class 6 contains 49379 members 
Mstep: Class 7 contains 72265 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 10 contains 303042 members 
Mstep: Class 12 contains 22476 members 
Mstep: Class 13 contains 218760 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 2624 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 10780 members 
Mstep: Class 20 contains 39641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118016.000000 Penalty: 33526.671875
Iteration 115Q: 16 clusters Score -9.411802e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30681 members 
Mstep: Class 3 contains 180423 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 2083 members 
Mstep: Class 6 contains 49387 members 
Mstep: Class 7 contains 72258 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 10 contains 303033 members 
Mstep: Class 12 contains 22484 members 
Mstep: Class 13 contains 218780 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 2621 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 10770 members 
Mstep: Class 20 contains 39653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118296.000000 Penalty: 33526.671875
Iteration 116Q: 16 clusters Score -9.41183e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30686 members 
Mstep: Class 3 contains 180460 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 2076 members 
Mstep: Class 6 contains 49382 members 
Mstep: Class 7 contains 72246 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 10 contains 303039 members 
Mstep: Class 12 contains 22496 members 
Mstep: Class 13 contains 218754 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 2616 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 10758 members 
Mstep: Class 20 contains 39660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118304.000000 Penalty: 33526.671875
Iteration 117Q: 16 clusters Score -9.41183e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30696 members 
Mstep: Class 3 contains 180484 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 2060 members 
Mstep: Class 6 contains 49377 members 
Mstep: Class 7 contains 72233 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 10 contains 303065 members 
Mstep: Class 12 contains 22507 members 
Mstep: Class 13 contains 218743 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 2615 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 10744 members 
Mstep: Class 20 contains 39652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118424.000000 Penalty: 33526.671875
Iteration 118Q: 16 clusters Score -9.411842e+07 nChanged 639
Entering ConstructFrom: 
Score: -94118424.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 2 (30712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Entering Unmasked Estep 
Score: -3172114.000000 Penalty: 1679.016479
	Iteration 0F: 2 clusters Score -3172114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3151484.500000 Penalty: 3358.032959
	Iteration 0F: 3 clusters Score -3151484 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3159535.250000 Penalty: 3358.032959
	Iteration 1F: 3 clusters Score -3159535 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3160382.000000 Penalty: 3358.032959
	Iteration 2F: 3 clusters Score -3160382 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3161510.000000 Penalty: 3358.032959
	Iteration 3F: 3 clusters Score -3161510 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3162977.250000 Penalty: 3358.032959
	Iteration 4F: 3 clusters Score -3162977 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3164693.750000 Penalty: 3358.032959
	Iteration 5F: 3 clusters Score -3164694 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3166579.750000 Penalty: 3358.032959
	Iteration 6F: 3 clusters Score -3166580 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3168028.750000 Penalty: 3358.032959
	Iteration 7F: 3 clusters Score -3168029 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3168887.500000 Penalty: 3358.032959
	Iteration 8Q: 3 clusters Score -3168888 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3169306.250000 Penalty: 3358.032959
	Iteration 9Q: 3 clusters Score -3169306 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3169550.000000 Penalty: 3358.032959
	Iteration 10Q: 3 clusters Score -3169550 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3169705.750000 Penalty: 3358.032959
	Iteration 11Q: 3 clusters Score -3169706 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3169856.500000 Penalty: 3358.032959
	Iteration 12Q: 3 clusters Score -3169856 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3169989.250000 Penalty: 3358.032959
	Iteration 13Q: 3 clusters Score -3169989 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3170088.000000 Penalty: 3358.032959
	Iteration 14Q: 3 clusters Score -3170088 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3170172.250000 Penalty: 3358.032959
	Iteration 15Q: 3 clusters Score -3170172 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3170243.250000 Penalty: 3358.032959
	Iteration 16Q: 3 clusters Score -3170243 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3170320.750000 Penalty: 3358.032959
	Iteration 17Q: 3 clusters Score -3170321 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3170390.500000 Penalty: 3358.032959
	Iteration 18Q: 3 clusters Score -3170390 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3170459.000000 Penalty: 3358.032959
	Iteration 19Q: 3 clusters Score -3170459 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3170515.000000 Penalty: 3358.032959
	Iteration 20F: 3 clusters Score -3170515 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3170565.750000 Penalty: 3358.032959
	Iteration 21Q: 3 clusters Score -3170566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3170628.750000 Penalty: 3358.032959
	Iteration 22Q: 3 clusters Score -3170629 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3170665.750000 Penalty: 3358.032959
	Iteration 23Q: 3 clusters Score -3170666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3170708.750000 Penalty: 3358.032959
	Iteration 24Q: 3 clusters Score -3170709 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3170742.250000 Penalty: 3358.032959
	Iteration 25Q: 3 clusters Score -3170742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3170784.250000 Penalty: 3358.032959
	Iteration 26Q: 3 clusters Score -3170784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3170816.000000 Penalty: 3358.032959
	Iteration 27Q: 3 clusters Score -3170816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3170832.000000 Penalty: 3358.032959
	Iteration 28Q: 3 clusters Score -3170832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3170846.500000 Penalty: 3358.032959
	Iteration 29Q: 3 clusters Score -3170846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3170858.250000 Penalty: 3358.032959
	Iteration 30Q: 3 clusters Score -3170858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3170860.750000 Penalty: 3358.032959
	Iteration 31Q: 3 clusters Score -3170861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3170864.000000 Penalty: 3358.032959
	Iteration 32Q: 3 clusters Score -3170864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3170872.750000 Penalty: 3358.032959
	Iteration 33Q: 3 clusters Score -3170873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3170878.750000 Penalty: 3358.032959
	Iteration 34Q: 3 clusters Score -3170879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3170884.750000 Penalty: 3358.032959
	Iteration 35Q: 3 clusters Score -3170885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3170885.750000 Penalty: 3358.032959
	Iteration 36Q: 3 clusters Score -3170886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3170885.750000 Penalty: 3358.032959
	Iteration 37Q: 3 clusters Score -3170886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3170890.500000 Penalty: 3358.032959
	Iteration 38Q: 3 clusters Score -3170890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3170893.000000 Penalty: 3358.032959
	Iteration 39Q: 3 clusters Score -3170893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3170892.250000 Penalty: 3358.032959
	Iteration 40F: 3 clusters Score -3170892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3170895.250000 Penalty: 3358.032959
	Iteration 41Q: 3 clusters Score -3170895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3170895.750000 Penalty: 3358.032959
	Iteration 42Q: 3 clusters Score -3170896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3170895.750000 Penalty: 3358.032959
	Iteration 43F: 3 clusters Score -3170896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180504 members 
Entering Unmasked Estep 
Score: -18494378.000000 Penalty: 1966.820068
	Iteration 0F: 2 clusters Score -1.849438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90375 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -18374868.000000 Penalty: 3933.640137
	Iteration 0F: 3 clusters Score -1.837487e+07 nChanged 87202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -18427324.000000 Penalty: 3933.640137
	Iteration 1F: 3 clusters Score -1.842732e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -18429108.000000 Penalty: 3933.640137
	Iteration 2Q: 3 clusters Score -1.842911e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
Score: -18431458.000000 Penalty: 3933.640137
	Iteration 3Q: 3 clusters Score -1.843146e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100283 members 
Mstep: Class 2 contains 80221 members 
Entering Unmasked Estep 
Score: -18434902.000000 Penalty: 3933.640137
	Iteration 4Q: 3 clusters Score -1.84349e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -18440148.000000 Penalty: 3933.640137
	Iteration 5F: 3 clusters Score -1.844015e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110128 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -18447290.000000 Penalty: 3933.640137
	Iteration 6F: 3 clusters Score -1.844729e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115539 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -18455430.000000 Penalty: 3933.640137
	Iteration 7F: 3 clusters Score -1.845543e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120178 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -18463512.000000 Penalty: 3933.640137
	Iteration 8F: 3 clusters Score -1.846351e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123752 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -18468790.000000 Penalty: 3933.640137
	Iteration 9F: 3 clusters Score -1.846879e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126867 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -18471596.000000 Penalty: 3933.640137
	Iteration 10Q: 3 clusters Score -1.84716e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129883 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -18473314.000000 Penalty: 3933.640137
	Iteration 11Q: 3 clusters Score -1.847331e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132877 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -18474840.000000 Penalty: 3933.640137
	Iteration 12Q: 3 clusters Score -1.847484e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135920 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -18476906.000000 Penalty: 3933.640137
	Iteration 13Q: 3 clusters Score -1.847691e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138842 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -18478910.000000 Penalty: 3933.640137
	Iteration 14Q: 3 clusters Score -1.847891e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141592 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -18480978.000000 Penalty: 3933.640137
	Iteration 15Q: 3 clusters Score -1.848098e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144111 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -18482978.000000 Penalty: 3933.640137
	Iteration 16Q: 3 clusters Score -1.848298e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -18484458.000000 Penalty: 3933.640137
	Iteration 17Q: 3 clusters Score -1.848446e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147961 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -18485574.000000 Penalty: 3933.640137
	Iteration 18Q: 3 clusters Score -1.848557e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149591 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -18486586.000000 Penalty: 3933.640137
	Iteration 19Q: 3 clusters Score -1.848659e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151058 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -18487332.000000 Penalty: 3933.640137
	Iteration 20F: 3 clusters Score -1.848733e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152441 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -18487908.000000 Penalty: 3933.640137
	Iteration 21Q: 3 clusters Score -1.848791e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153687 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -18488314.000000 Penalty: 3933.640137
	Iteration 22Q: 3 clusters Score -1.848831e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154899 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -18488726.000000 Penalty: 3933.640137
	Iteration 23Q: 3 clusters Score -1.848873e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156076 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -18489050.000000 Penalty: 3933.640137
	Iteration 24Q: 3 clusters Score -1.848905e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157161 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -18489236.000000 Penalty: 3933.640137
	Iteration 25Q: 3 clusters Score -1.848924e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158211 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -18489452.000000 Penalty: 3933.640137
	Iteration 26Q: 3 clusters Score -1.848945e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159260 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -18489680.000000 Penalty: 3933.640137
	Iteration 27Q: 3 clusters Score -1.848968e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160300 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -18489856.000000 Penalty: 3933.640137
	Iteration 28Q: 3 clusters Score -1.848986e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -18490100.000000 Penalty: 3933.640137
	Iteration 29Q: 3 clusters Score -1.84901e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162266 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -18490340.000000 Penalty: 3933.640137
	Iteration 30Q: 3 clusters Score -1.849034e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163197 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -18490458.000000 Penalty: 3933.640137
	Iteration 31Q: 3 clusters Score -1.849046e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164093 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -18490594.000000 Penalty: 3933.640137
	Iteration 32Q: 3 clusters Score -1.849059e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164994 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -18490658.000000 Penalty: 3933.640137
	Iteration 33Q: 3 clusters Score -1.849066e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165819 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -18490784.000000 Penalty: 3933.640137
	Iteration 34Q: 3 clusters Score -1.849078e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166619 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -18490912.000000 Penalty: 3933.640137
	Iteration 35Q: 3 clusters Score -1.849091e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167384 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -18491044.000000 Penalty: 3933.640137
	Iteration 36Q: 3 clusters Score -1.849104e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168124 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -18491226.000000 Penalty: 3933.640137
	Iteration 37Q: 3 clusters Score -1.849123e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168841 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -18491350.000000 Penalty: 3933.640137
	Iteration 38Q: 3 clusters Score -1.849135e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169513 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -18491390.000000 Penalty: 3933.640137
	Iteration 39Q: 3 clusters Score -1.849139e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170144 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -18491496.000000 Penalty: 3933.640137
	Iteration 40F: 3 clusters Score -1.84915e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170793 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -18491534.000000 Penalty: 3933.640137
	Iteration 41Q: 3 clusters Score -1.849153e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -18491686.000000 Penalty: 3933.640137
	Iteration 42Q: 3 clusters Score -1.849169e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171973 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -18491836.000000 Penalty: 3933.640137
	Iteration 43Q: 3 clusters Score -1.849184e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172457 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -18491974.000000 Penalty: 3933.640137
	Iteration 44Q: 3 clusters Score -1.849197e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -18492054.000000 Penalty: 3933.640137
	Iteration 45Q: 3 clusters Score -1.849205e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173345 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -18492124.000000 Penalty: 3933.640137
	Iteration 46Q: 3 clusters Score -1.849212e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173722 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -18492168.000000 Penalty: 3933.640137
	Iteration 47Q: 3 clusters Score -1.849217e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -18492220.000000 Penalty: 3933.640137
	Iteration 48Q: 3 clusters Score -1.849222e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174365 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -18492302.000000 Penalty: 3933.640137
	Iteration 49Q: 3 clusters Score -1.84923e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174651 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -18492340.000000 Penalty: 3933.640137
	Iteration 50Q: 3 clusters Score -1.849234e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174890 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -18492330.000000 Penalty: 3933.640137
	Iteration 51Q: 3 clusters Score -1.849233e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175106 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -18492406.000000 Penalty: 3933.640137
	Iteration 52Q: 3 clusters Score -1.849241e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175293 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -18492432.000000 Penalty: 3933.640137
	Iteration 53Q: 3 clusters Score -1.849243e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175447 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -18492478.000000 Penalty: 3933.640137
	Iteration 54Q: 3 clusters Score -1.849248e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175602 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -18492480.000000 Penalty: 3933.640137
	Iteration 55Q: 3 clusters Score -1.849248e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175747 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -18492530.000000 Penalty: 3933.640137
	Iteration 56Q: 3 clusters Score -1.849253e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175893 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -18492546.000000 Penalty: 3933.640137
	Iteration 57Q: 3 clusters Score -1.849255e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176036 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -18492608.000000 Penalty: 3933.640137
	Iteration 58Q: 3 clusters Score -1.849261e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -18492596.000000 Penalty: 3933.640137
	Iteration 59Q: 3 clusters Score -1.84926e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -18492618.000000 Penalty: 3933.640137
	Iteration 60F: 3 clusters Score -1.849262e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176366 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -18492612.000000 Penalty: 3933.640137
	Iteration 61Q: 3 clusters Score -1.849261e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176466 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -18492612.000000 Penalty: 3933.640137
	Iteration 62Q: 3 clusters Score -1.849261e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176548 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -18492612.000000 Penalty: 3933.640137
	Iteration 63Q: 3 clusters Score -1.849261e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176631 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -18492614.000000 Penalty: 3933.640137
	Iteration 64Q: 3 clusters Score -1.849261e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176701 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -18492652.000000 Penalty: 3933.640137
	Iteration 65Q: 3 clusters Score -1.849265e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176783 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -18492674.000000 Penalty: 3933.640137
	Iteration 66Q: 3 clusters Score -1.849267e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176861 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -18492696.000000 Penalty: 3933.640137
	Iteration 67Q: 3 clusters Score -1.84927e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176943 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -18492700.000000 Penalty: 3933.640137
	Iteration 68Q: 3 clusters Score -1.84927e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177012 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -18492730.000000 Penalty: 3933.640137
	Iteration 69Q: 3 clusters Score -1.849273e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177079 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -18492742.000000 Penalty: 3933.640137
	Iteration 70Q: 3 clusters Score -1.849274e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177145 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -18492754.000000 Penalty: 3933.640137
	Iteration 71Q: 3 clusters Score -1.849275e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177211 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -18492772.000000 Penalty: 3933.640137
	Iteration 72Q: 3 clusters Score -1.849277e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177276 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -18492816.000000 Penalty: 3933.640137
	Iteration 73Q: 3 clusters Score -1.849282e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177339 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -18492802.000000 Penalty: 3933.640137
	Iteration 74Q: 3 clusters Score -1.84928e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177411 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -18492804.000000 Penalty: 3933.640137
	Iteration 75Q: 3 clusters Score -1.84928e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177488 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -18492798.000000 Penalty: 3933.640137
	Iteration 76Q: 3 clusters Score -1.84928e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177541 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -18492816.000000 Penalty: 3933.640137
	Iteration 77Q: 3 clusters Score -1.849282e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177590 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -18492810.000000 Penalty: 3933.640137
	Iteration 78Q: 3 clusters Score -1.849281e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177630 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -18492838.000000 Penalty: 3933.640137
	Iteration 79Q: 3 clusters Score -1.849284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177676 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -18492842.000000 Penalty: 3933.640137
	Iteration 80F: 3 clusters Score -1.849284e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177713 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -18492840.000000 Penalty: 3933.640137
	Iteration 81Q: 3 clusters Score -1.849284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177747 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -18492848.000000 Penalty: 3933.640137
	Iteration 82Q: 3 clusters Score -1.849285e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177782 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -18492852.000000 Penalty: 3933.640137
	Iteration 83Q: 3 clusters Score -1.849285e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177814 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -18492894.000000 Penalty: 3933.640137
	Iteration 84Q: 3 clusters Score -1.849289e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177856 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -18492882.000000 Penalty: 3933.640137
	Iteration 85Q: 3 clusters Score -1.849288e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177891 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -18492866.000000 Penalty: 3933.640137
	Iteration 86Q: 3 clusters Score -1.849287e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -18492878.000000 Penalty: 3933.640137
	Iteration 87Q: 3 clusters Score -1.849288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177957 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -18492860.000000 Penalty: 3933.640137
	Iteration 88Q: 3 clusters Score -1.849286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177986 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -18492884.000000 Penalty: 3933.640137
	Iteration 89Q: 3 clusters Score -1.849288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178005 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -18492908.000000 Penalty: 3933.640137
	Iteration 90Q: 3 clusters Score -1.849291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178021 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -18492886.000000 Penalty: 3933.640137
	Iteration 91Q: 3 clusters Score -1.849289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178041 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -18492902.000000 Penalty: 3933.640137
	Iteration 92Q: 3 clusters Score -1.84929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178058 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -18492896.000000 Penalty: 3933.640137
	Iteration 93Q: 3 clusters Score -1.84929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178066 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -18492892.000000 Penalty: 3933.640137
	Iteration 94Q: 3 clusters Score -1.849289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178078 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -18492886.000000 Penalty: 3933.640137
	Iteration 95Q: 3 clusters Score -1.849289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178084 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -18492892.000000 Penalty: 3933.640137
	Iteration 96Q: 3 clusters Score -1.849289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178088 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -18492892.000000 Penalty: 3933.640137
	Iteration 97Q: 3 clusters Score -1.849289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178098 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -18492886.000000 Penalty: 3933.640137
	Iteration 98Q: 3 clusters Score -1.849289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178103 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -18492886.000000 Penalty: 3933.640137
	Iteration 99Q: 3 clusters Score -1.849289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178110 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -18492878.000000 Penalty: 3933.640137
	Iteration 100F: 3 clusters Score -1.849288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178116 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -18492902.000000 Penalty: 3933.640137
	Iteration 101Q: 3 clusters Score -1.84929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178122 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -18492886.000000 Penalty: 3933.640137
	Iteration 102Q: 3 clusters Score -1.849289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178127 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -18492900.000000 Penalty: 3933.640137
	Iteration 103Q: 3 clusters Score -1.84929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178128 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -18492896.000000 Penalty: 3933.640137
	Iteration 104Q: 3 clusters Score -1.84929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178130 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -18492904.000000 Penalty: 3933.640137
	Iteration 105Q: 3 clusters Score -1.84929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178132 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -18492896.000000 Penalty: 3933.640137
	Iteration 106Q: 3 clusters Score -1.84929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178135 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -18492898.000000 Penalty: 3933.640137
	Iteration 107Q: 3 clusters Score -1.84929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178135 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -18492904.000000 Penalty: 3933.640137
	Iteration 108Q: 3 clusters Score -1.84929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178136 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -18492908.000000 Penalty: 3933.640137
	Iteration 109Q: 3 clusters Score -1.849291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178136 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -18492908.000000 Penalty: 3933.640137
	Iteration 110F: 3 clusters Score -1.849291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -240215.765625 Penalty: 1269.642944
	Iteration 0F: 2 clusters Score -240215.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -237835.078125 Penalty: 2539.285889
	Iteration 0F: 3 clusters Score -237835.1 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -238359.562500 Penalty: 2539.285889
	Iteration 1F: 3 clusters Score -238359.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -238493.109375 Penalty: 2539.285889
	Iteration 2F: 3 clusters Score -238493.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -238604.484375 Penalty: 2539.285889
	Iteration 3Q: 3 clusters Score -238604.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -238694.500000 Penalty: 2539.285889
	Iteration 4Q: 3 clusters Score -238694.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -238802.437500 Penalty: 2539.285889
	Iteration 5Q: 3 clusters Score -238802.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -238982.312500 Penalty: 2539.285889
	Iteration 6Q: 3 clusters Score -238982.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -239170.734375 Penalty: 2539.285889
	Iteration 7Q: 3 clusters Score -239170.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -239262.984375 Penalty: 2539.285889
	Iteration 8Q: 3 clusters Score -239263 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -239322.859375 Penalty: 2539.285889
	Iteration 9Q: 3 clusters Score -239322.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -239357.546875 Penalty: 2539.285889
	Iteration 10Q: 3 clusters Score -239357.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -239382.500000 Penalty: 2539.285889
	Iteration 11Q: 3 clusters Score -239382.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -239398.328125 Penalty: 2539.285889
	Iteration 12Q: 3 clusters Score -239398.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -239407.781250 Penalty: 2539.285889
	Iteration 13Q: 3 clusters Score -239407.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -239418.046875 Penalty: 2539.285889
	Iteration 14Q: 3 clusters Score -239418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -239427.468750 Penalty: 2539.285889
	Iteration 15Q: 3 clusters Score -239427.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -239438.515625 Penalty: 2539.285889
	Iteration 16Q: 3 clusters Score -239438.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -239451.703125 Penalty: 2539.285889
	Iteration 17Q: 3 clusters Score -239451.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -239461.234375 Penalty: 2539.285889
	Iteration 18Q: 3 clusters Score -239461.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -239471.203125 Penalty: 2539.285889
	Iteration 19Q: 3 clusters Score -239471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -239485.968750 Penalty: 2539.285889
	Iteration 20F: 3 clusters Score -239486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -239504.671875 Penalty: 2539.285889
	Iteration 21Q: 3 clusters Score -239504.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -239522.921875 Penalty: 2539.285889
	Iteration 22Q: 3 clusters Score -239522.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -239550.171875 Penalty: 2539.285889
	Iteration 23Q: 3 clusters Score -239550.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -239573.453125 Penalty: 2539.285889
	Iteration 24Q: 3 clusters Score -239573.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -239594.812500 Penalty: 2539.285889
	Iteration 25Q: 3 clusters Score -239594.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -239620.078125 Penalty: 2539.285889
	Iteration 26Q: 3 clusters Score -239620.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -239645.078125 Penalty: 2539.285889
	Iteration 27Q: 3 clusters Score -239645.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -239669.562500 Penalty: 2539.285889
	Iteration 28Q: 3 clusters Score -239669.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -239694.859375 Penalty: 2539.285889
	Iteration 29Q: 3 clusters Score -239694.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -239721.312500 Penalty: 2539.285889
	Iteration 30Q: 3 clusters Score -239721.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -239749.390625 Penalty: 2539.285889
	Iteration 31Q: 3 clusters Score -239749.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -239774.578125 Penalty: 2539.285889
	Iteration 32Q: 3 clusters Score -239774.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -239806.703125 Penalty: 2539.285889
	Iteration 33Q: 3 clusters Score -239806.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -239835.046875 Penalty: 2539.285889
	Iteration 34Q: 3 clusters Score -239835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -239856.734375 Penalty: 2539.285889
	Iteration 35Q: 3 clusters Score -239856.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -239875.171875 Penalty: 2539.285889
	Iteration 36Q: 3 clusters Score -239875.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -239890.875000 Penalty: 2539.285889
	Iteration 37Q: 3 clusters Score -239890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -239899.187500 Penalty: 2539.285889
	Iteration 38Q: 3 clusters Score -239899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -239905.734375 Penalty: 2539.285889
	Iteration 39Q: 3 clusters Score -239905.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -239911.375000 Penalty: 2539.285889
	Iteration 40F: 3 clusters Score -239911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -239917.781250 Penalty: 2539.285889
	Iteration 41Q: 3 clusters Score -239917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -239926.734375 Penalty: 2539.285889
	Iteration 42Q: 3 clusters Score -239926.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -239937.140625 Penalty: 2539.285889
	Iteration 43Q: 3 clusters Score -239937.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -239947.171875 Penalty: 2539.285889
	Iteration 44Q: 3 clusters Score -239947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -239957.656250 Penalty: 2539.285889
	Iteration 45Q: 3 clusters Score -239957.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -239969.500000 Penalty: 2539.285889
	Iteration 46Q: 3 clusters Score -239969.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -239987.812500 Penalty: 2539.285889
	Iteration 47Q: 3 clusters Score -239987.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -240011.015625 Penalty: 2539.285889
	Iteration 48Q: 3 clusters Score -240011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -240028.031250 Penalty: 2539.285889
	Iteration 49Q: 3 clusters Score -240028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -240057.656250 Penalty: 2539.285889
	Iteration 50Q: 3 clusters Score -240057.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -240077.593750 Penalty: 2539.285889
	Iteration 51Q: 3 clusters Score -240077.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -240085.515625 Penalty: 2539.285889
	Iteration 52Q: 3 clusters Score -240085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -240089.390625 Penalty: 2539.285889
	Iteration 53Q: 3 clusters Score -240089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -240096.359375 Penalty: 2539.285889
	Iteration 54Q: 3 clusters Score -240096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -240100.281250 Penalty: 2539.285889
	Iteration 55Q: 3 clusters Score -240100.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -240102.968750 Penalty: 2539.285889
	Iteration 56Q: 3 clusters Score -240103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -240104.328125 Penalty: 2539.285889
	Iteration 57Q: 3 clusters Score -240104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -240106.531250 Penalty: 2539.285889
	Iteration 58Q: 3 clusters Score -240106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -240106.531250 Penalty: 2539.285889
	Iteration 59F: 3 clusters Score -240106.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -218817.046875 Penalty: 1238.523804
	Iteration 0F: 2 clusters Score -218817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -216715.468750 Penalty: 2477.047607
	Iteration 0F: 3 clusters Score -216715.5 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -217140.406250 Penalty: 2477.047607
	Iteration 1F: 3 clusters Score -217140.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -217244.953125 Penalty: 2477.047607
	Iteration 2F: 3 clusters Score -217245 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217307.000000 Penalty: 2477.047607
	Iteration 3F: 3 clusters Score -217307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -217332.421875 Penalty: 2477.047607
	Iteration 4Q: 3 clusters Score -217332.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -217347.406250 Penalty: 2477.047607
	Iteration 5Q: 3 clusters Score -217347.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -217358.359375 Penalty: 2477.047607
	Iteration 6Q: 3 clusters Score -217358.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -217367.156250 Penalty: 2477.047607
	Iteration 7Q: 3 clusters Score -217367.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -217373.828125 Penalty: 2477.047607
	Iteration 8Q: 3 clusters Score -217373.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -217378.812500 Penalty: 2477.047607
	Iteration 9Q: 3 clusters Score -217378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -217380.843750 Penalty: 2477.047607
	Iteration 10Q: 3 clusters Score -217380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -217382.421875 Penalty: 2477.047607
	Iteration 11Q: 3 clusters Score -217382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -217385.234375 Penalty: 2477.047607
	Iteration 12Q: 3 clusters Score -217385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217388.437500 Penalty: 2477.047607
	Iteration 13Q: 3 clusters Score -217388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -217390.671875 Penalty: 2477.047607
	Iteration 14Q: 3 clusters Score -217390.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -217391.921875 Penalty: 2477.047607
	Iteration 15Q: 3 clusters Score -217391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -217392.562500 Penalty: 2477.047607
	Iteration 16Q: 3 clusters Score -217392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -217393.015625 Penalty: 2477.047607
	Iteration 17Q: 3 clusters Score -217393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -217395.156250 Penalty: 2477.047607
	Iteration 18Q: 3 clusters Score -217395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -217397.968750 Penalty: 2477.047607
	Iteration 19Q: 3 clusters Score -217398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217399.234375 Penalty: 2477.047607
	Iteration 20F: 3 clusters Score -217399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217400.250000 Penalty: 2477.047607
	Iteration 21Q: 3 clusters Score -217400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217400.656250 Penalty: 2477.047607
	Iteration 22Q: 3 clusters Score -217400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -217401.296875 Penalty: 2477.047607
	Iteration 23Q: 3 clusters Score -217401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -217401.421875 Penalty: 2477.047607
	Iteration 24Q: 3 clusters Score -217401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217401.546875 Penalty: 2477.047607
	Iteration 25Q: 3 clusters Score -217401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217402.437500 Penalty: 2477.047607
	Iteration 26Q: 3 clusters Score -217402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217402.828125 Penalty: 2477.047607
	Iteration 27Q: 3 clusters Score -217402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217403.640625 Penalty: 2477.047607
	Iteration 28Q: 3 clusters Score -217403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217403.640625 Penalty: 2477.047607
	Iteration 29F: 3 clusters Score -217403.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Entering Unmasked Estep 
Score: -5112340.000000 Penalty: 1756.173218
	Iteration 0F: 2 clusters Score -5112340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -5079270.000000 Penalty: 3512.346436
	Iteration 0F: 3 clusters Score -5079270 nChanged 23157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -5092316.000000 Penalty: 3512.346436
	Iteration 1F: 3 clusters Score -5092316 nChanged 1940
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5092982 nChanged 2018
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5093880 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5095144 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5096744 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -5098834.500000 Penalty: 3512.346436
	Iteration 6F: 3 clusters Score -5098834 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5101128 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5103187.500000 Penalty: 3512.346436
	Iteration 8F: 3 clusters Score -5103188 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -5104558.500000 Penalty: 3512.346436
	Iteration 9F: 3 clusters Score -5104558 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -5105285.500000 Penalty: 3512.346436
	Iteration 10Q: 3 clusters Score -5105286 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5105577.500000 Penalty: 3512.346436
	Iteration 11Q: 3 clusters Score -5105578 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5105800 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -5105928.500000 Penalty: 3512.346436
	Iteration 13Q: 3 clusters Score -5105928 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -5106070.000000 Penalty: 3512.346436
	Iteration 14Q: 3 clusters Score -5106070 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5106158.500000 Penalty: 3512.346436
	Iteration 15Q: 3 clusters Score -5106158 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5106251.000000 Penalty: 3512.346436
	Iteration 16Q: 3 clusters Score -5106251 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -5106358.500000 Penalty: 3512.346436
	Iteration 17Q: 3 clusters Score -5106358 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -5106465.000000 Penalty: 3512.346436
	Iteration 18Q: 3 clusters Score -5106465 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -5106534.000000 Penalty: 3512.346436
	Iteration 19Q: 3 clusters Score -5106534 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5106624.000000 Penalty: 3512.346436
	Iteration 20F: 3 clusters Score -5106624 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -5106711.500000 Penalty: 3512.346436
	Iteration 21Q: 3 clusters Score -5106712 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -5106778.500000 Penalty: 3512.346436
	Iteration 22Q: 3 clusters Score -5106778 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -5106851.500000 Penalty: 3512.346436
	Iteration 23Q: 3 clusters Score -5106852 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -5106906.500000 Penalty: 3512.346436
	Iteration 24Q: 3 clusters Score -5106906 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5106950 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5107003.000000 Penalty: 3512.346436
	Iteration 26Q: 3 clusters Score -5107003 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5107055.500000 Penalty: 3512.346436
	Iteration 27Q: 3 clusters Score -5107056 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -5107097.000000 Penalty: 3512.346436
	Iteration 28Q: 3 clusters Score -5107097 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -5107160.000000 Penalty: 3512.346436
	Iteration 29Q: 3 clusters Score -5107160 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -5107202.000000 Penalty: 3512.346436
	Iteration 30Q: 3 clusters Score -5107202 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -5107258.000000 Penalty: 3512.346436
	Iteration 31Q: 3 clusters Score -5107258 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -5107308.500000 Penalty: 3512.346436
	Iteration 32Q: 3 clusters Score -5107308 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -5107368.000000 Penalty: 3512.346436
	Iteration 33Q: 3 clusters Score -5107368 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -5107411.500000 Penalty: 3512.346436
	Iteration 34Q: 3 clusters Score -5107412 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5107450 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -5107520.500000 Penalty: 3512.346436
	Iteration 36Q: 3 clusters Score -5107520 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5107568 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -5107650.500000 Penalty: 3512.346436
	Iteration 38Q: 3 clusters Score -5107650 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -5107735.500000 Penalty: 3512.346436
	Iteration 39Q: 3 clusters Score -5107736 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -5107815.000000 Penalty: 3512.346436
	Iteration 40F: 3 clusters Score -5107815 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -5107879.000000 Penalty: 3512.346436
	Iteration 41Q: 3 clusters Score -5107879 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -5107942.500000 Penalty: 3512.346436
	Iteration 42Q: 3 clusters Score -5107942 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -5108060.500000 Penalty: 3512.346436
	Iteration 43Q: 3 clusters Score -5108060 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -5108130.000000 Penalty: 3512.346436
	Iteration 44Q: 3 clusters Score -5108130 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -5108226.500000 Penalty: 3512.346436
	Iteration 45Q: 3 clusters Score -5108226 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -5108320.000000 Penalty: 3512.346436
	Iteration 46Q: 3 clusters Score -5108320 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -5108450.000000 Penalty: 3512.346436
	Iteration 47Q: 3 clusters Score -5108450 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -5108547.000000 Penalty: 3512.346436
	Iteration 48Q: 3 clusters Score -5108547 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -5108665.000000 Penalty: 3512.346436
	Iteration 49Q: 3 clusters Score -5108665 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -5108795.500000 Penalty: 3512.346436
	Iteration 50Q: 3 clusters Score -5108796 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -5108932.000000 Penalty: 3512.346436
	Iteration 51Q: 3 clusters Score -5108932 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -5109038.500000 Penalty: 3512.346436
	Iteration 52Q: 3 clusters Score -5109038 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -5109176.500000 Penalty: 3512.346436
	Iteration 53Q: 3 clusters Score -5109176 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -5109302.000000 Penalty: 3512.346436
	Iteration 54Q: 3 clusters Score -5109302 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -5109425.000000 Penalty: 3512.346436
	Iteration 55Q: 3 clusters Score -5109425 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -5109537.000000 Penalty: 3512.346436
	Iteration 56Q: 3 clusters Score -5109537 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5109647.000000 Penalty: 3512.346436
	Iteration 57Q: 3 clusters Score -5109647 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5109811.500000 Penalty: 3512.346436
	Iteration 58Q: 3 clusters Score -5109812 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -5109960.000000 Penalty: 3512.346436
	Iteration 59Q: 3 clusters Score -5109960 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5110079.500000 Penalty: 3512.346436
	Iteration 60F: 3 clusters Score -5110080 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5110182.000000 Penalty: 3512.346436
	Iteration 61Q: 3 clusters Score -5110182 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5110272.000000 Penalty: 3512.346436
	Iteration 62Q: 3 clusters Score -5110272 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5110343.500000 Penalty: 3512.346436
	Iteration 63Q: 3 clusters Score -5110344 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5110404.500000 Penalty: 3512.346436
	Iteration 64Q: 3 clusters Score -5110404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5110456.500000 Penalty: 3512.346436
	Iteration 65Q: 3 clusters Score -5110456 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5110531.000000 Penalty: 3512.346436
	Iteration 66Q: 3 clusters Score -5110531 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5110574.500000 Penalty: 3512.346436
	Iteration 67Q: 3 clusters Score -5110574 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5110618.500000 Penalty: 3512.346436
	Iteration 68Q: 3 clusters Score -5110618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5110662.000000 Penalty: 3512.346436
	Iteration 69Q: 3 clusters Score -5110662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5110689.000000 Penalty: 3512.346436
	Iteration 70Q: 3 clusters Score -5110689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5110715.500000 Penalty: 3512.346436
	Iteration 71Q: 3 clusters Score -5110716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5110738.000000 Penalty: 3512.346436
	Iteration 72Q: 3 clusters Score -5110738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5110755.500000 Penalty: 3512.346436
	Iteration 73Q: 3 clusters Score -5110756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5110782.000000 Penalty: 3512.346436
	Iteration 74Q: 3 clusters Score -5110782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5110800.000000 Penalty: 3512.346436
	Iteration 75Q: 3 clusters Score -5110800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5110828.500000 Penalty: 3512.346436
	Iteration 76Q: 3 clusters Score -5110828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5110829.000000 Penalty: 3512.346436
	Iteration 77Q: 3 clusters Score -5110829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5110842.500000 Penalty: 3512.346436
	Iteration 78Q: 3 clusters Score -5110842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5110845.500000 Penalty: 3512.346436
	Iteration 79Q: 3 clusters Score -5110846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5110859.000000 Penalty: 3512.346436
	Iteration 80F: 3 clusters Score -5110859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5110865.000000 Penalty: 3512.346436
	Iteration 81Q: 3 clusters Score -5110865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5110873.500000 Penalty: 3512.346436
	Iteration 82Q: 3 clusters Score -5110874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5110873.000000 Penalty: 3512.346436
	Iteration 83Q: 3 clusters Score -5110873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5110875.500000 Penalty: 3512.346436
	Iteration 84Q: 3 clusters Score -5110876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5110882.500000 Penalty: 3512.346436
	Iteration 85Q: 3 clusters Score -5110882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5110881.000000 Penalty: 3512.346436
	Iteration 86Q: 3 clusters Score -5110881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5110884.000000 Penalty: 3512.346436
	Iteration 87Q: 3 clusters Score -5110884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5110883.000000 Penalty: 3512.346436
	Iteration 88Q: 3 clusters Score -5110883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5110879.500000 Penalty: 3512.346436
	Iteration 89Q: 3 clusters Score -5110880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5110883.000000 Penalty: 3512.346436
	Iteration 90Q: 3 clusters Score -5110883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5110883.000000 Penalty: 3512.346436
	Iteration 91F: 3 clusters Score -5110883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Entering Unmasked Estep 
Score: -7194467.500000 Penalty: 1817.948486
	Iteration 0F: 2 clusters Score -7194468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -7146174.000000 Penalty: 3635.896973
	Iteration 0F: 3 clusters Score -7146174 nChanged 34094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -7165972.000000 Penalty: 3635.896973
	Iteration 1F: 3 clusters Score -7165972 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -7166800.000000 Penalty: 3635.896973
	Iteration 2Q: 3 clusters Score -7166800 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -7167866.500000 Penalty: 3635.896973
	Iteration 3Q: 3 clusters Score -7167866 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -7169309.000000 Penalty: 3635.896973
	Iteration 4Q: 3 clusters Score -7169309 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -7171663.500000 Penalty: 3635.896973
	Iteration 5F: 3 clusters Score -7171664 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -7175155.500000 Penalty: 3635.896973
	Iteration 6F: 3 clusters Score -7175156 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -7179905.500000 Penalty: 3635.896973
	Iteration 7F: 3 clusters Score -7179906 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -7184939.000000 Penalty: 3635.896973
	Iteration 8F: 3 clusters Score -7184939 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -7189233.000000 Penalty: 3635.896973
	Iteration 9F: 3 clusters Score -7189233 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -7191563.000000 Penalty: 3635.896973
	Iteration 10Q: 3 clusters Score -7191563 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -7192396.500000 Penalty: 3635.896973
	Iteration 11Q: 3 clusters Score -7192396 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
Score: -7192680.500000 Penalty: 3635.896973
	Iteration 12Q: 3 clusters Score -7192680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -7192837.500000 Penalty: 3635.896973
	Iteration 13Q: 3 clusters Score -7192838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -7192912.000000 Penalty: 3635.896973
	Iteration 14Q: 3 clusters Score -7192912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -7192948.500000 Penalty: 3635.896973
	Iteration 15Q: 3 clusters Score -7192948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -7192964.500000 Penalty: 3635.896973
	Iteration 16Q: 3 clusters Score -7192964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -7192969.000000 Penalty: 3635.896973
	Iteration 17Q: 3 clusters Score -7192969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -7192975.500000 Penalty: 3635.896973
	Iteration 18Q: 3 clusters Score -7192976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -7192981.000000 Penalty: 3635.896973
	Iteration 19Q: 3 clusters Score -7192981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -7192979.000000 Penalty: 3635.896973
	Iteration 20F: 3 clusters Score -7192979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -7192984.500000 Penalty: 3635.896973
	Iteration 21Q: 3 clusters Score -7192984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -7192990.000000 Penalty: 3635.896973
	Iteration 22Q: 3 clusters Score -7192990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -7192994.500000 Penalty: 3635.896973
	Iteration 23Q: 3 clusters Score -7192994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -7192990.500000 Penalty: 3635.896973
	Iteration 24Q: 3 clusters Score -7192990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -7192994.500000 Penalty: 3635.896973
	Iteration 25Q: 3 clusters Score -7192994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -7193000.000000 Penalty: 3635.896973
	Iteration 26Q: 3 clusters Score -7193000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -7193000.000000 Penalty: 3635.896973
	Iteration 27Q: 3 clusters Score -7193000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -7192999.500000 Penalty: 3635.896973
	Iteration 28Q: 3 clusters Score -7193000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -7192998.500000 Penalty: 3635.896973
	Iteration 29Q: 3 clusters Score -7192998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -7192998.000000 Penalty: 3635.896973
	Iteration 30Q: 3 clusters Score -7192998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -7192995.000000 Penalty: 3635.896973
	Iteration 31Q: 3 clusters Score -7192995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -7192995.000000 Penalty: 3635.896973
	Iteration 32F: 3 clusters Score -7192995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -134578.468750 Penalty: 1184.450684
	Iteration 0F: 2 clusters Score -134578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -132862.671875 Penalty: 2368.901367
	Iteration 0F: 3 clusters Score -132862.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133380.156250 Penalty: 2368.901367
	Iteration 1F: 3 clusters Score -133380.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133577.828125 Penalty: 2368.901367
	Iteration 2F: 3 clusters Score -133577.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133700.578125 Penalty: 2368.901367
	Iteration 3F: 3 clusters Score -133700.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -133823.859375 Penalty: 2368.901367
	Iteration 4F: 3 clusters Score -133823.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -133931.578125 Penalty: 2368.901367
	Iteration 5Q: 3 clusters Score -133931.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -134018.421875 Penalty: 2368.901367
	Iteration 6Q: 3 clusters Score -134018.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -134096.015625 Penalty: 2368.901367
	Iteration 7Q: 3 clusters Score -134096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -134143.281250 Penalty: 2368.901367
	Iteration 8Q: 3 clusters Score -134143.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -134173.093750 Penalty: 2368.901367
	Iteration 9Q: 3 clusters Score -134173.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -134198.906250 Penalty: 2368.901367
	Iteration 10Q: 3 clusters Score -134198.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -134221.812500 Penalty: 2368.901367
	Iteration 11Q: 3 clusters Score -134221.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -134247.312500 Penalty: 2368.901367
	Iteration 12Q: 3 clusters Score -134247.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -134269.531250 Penalty: 2368.901367
	Iteration 13Q: 3 clusters Score -134269.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -134302.609375 Penalty: 2368.901367
	Iteration 14Q: 3 clusters Score -134302.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -134340.015625 Penalty: 2368.901367
	Iteration 15Q: 3 clusters Score -134340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -134375.984375 Penalty: 2368.901367
	Iteration 16Q: 3 clusters Score -134376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -134410.250000 Penalty: 2368.901367
	Iteration 17Q: 3 clusters Score -134410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -134430.218750 Penalty: 2368.901367
	Iteration 18Q: 3 clusters Score -134430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -134445.625000 Penalty: 2368.901367
	Iteration 19Q: 3 clusters Score -134445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -134448.937500 Penalty: 2368.901367
	Iteration 20F: 3 clusters Score -134448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -134449.281250 Penalty: 2368.901367
	Iteration 21Q: 3 clusters Score -134449.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -134449.281250 Penalty: 2368.901367
	Iteration 22F: 3 clusters Score -134449.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (303074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303074 members 
Entering Unmasked Estep 
Score: -30828018.000000 Penalty: 2051.031494
	Iteration 0F: 2 clusters Score -3.082802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -30626268.000000 Penalty: 4102.062988
	Iteration 0F: 3 clusters Score -3.062627e+07 nChanged 147878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146218 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -30714246.000000 Penalty: 4102.062988
	Iteration 1F: 3 clusters Score -3.071425e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -30716224.000000 Penalty: 4102.062988
	Iteration 2Q: 3 clusters Score -3.071622e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137267 members 
Mstep: Class 2 contains 165807 members 
Entering Unmasked Estep 
Score: -30719014.000000 Penalty: 4102.062988
	Iteration 3Q: 3 clusters Score -3.071901e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 174226 members 
Entering Unmasked Estep 
Score: -30723472.000000 Penalty: 4102.062988
	Iteration 4Q: 3 clusters Score -3.072347e+07 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 186564 members 
Entering Unmasked Estep 
Score: -30731168.000000 Penalty: 4102.062988
	Iteration 5F: 3 clusters Score -3.073117e+07 nChanged 19567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 203103 members 
Entering Unmasked Estep 
Score: -30743870.000000 Penalty: 4102.062988
	Iteration 6F: 3 clusters Score -3.074387e+07 nChanged 22118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 222623 members 
Entering Unmasked Estep 
Score: -30761592.000000 Penalty: 4102.062988
	Iteration 7F: 3 clusters Score -3.076159e+07 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 241267 members 
Entering Unmasked Estep 
Score: -30781024.000000 Penalty: 4102.062988
	Iteration 8F: 3 clusters Score -3.078102e+07 nChanged 16467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 254598 members 
Entering Unmasked Estep 
Score: -30795738.000000 Penalty: 4102.062988
	Iteration 9F: 3 clusters Score -3.079574e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 262345 members 
Entering Unmasked Estep 
Score: -30804304.000000 Penalty: 4102.062988
	Iteration 10Q: 3 clusters Score -3.08043e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 267405 members 
Entering Unmasked Estep 
Score: -30808664.000000 Penalty: 4102.062988
	Iteration 11Q: 3 clusters Score -3.080866e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 271500 members 
Entering Unmasked Estep 
Score: -30811432.000000 Penalty: 4102.062988
	Iteration 12Q: 3 clusters Score -3.081143e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 275123 members 
Entering Unmasked Estep 
Score: -30813512.000000 Penalty: 4102.062988
	Iteration 13Q: 3 clusters Score -3.081351e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 278370 members 
Entering Unmasked Estep 
Score: -30815526.000000 Penalty: 4102.062988
	Iteration 14Q: 3 clusters Score -3.081553e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 281260 members 
Entering Unmasked Estep 
Score: -30817184.000000 Penalty: 4102.062988
	Iteration 15Q: 3 clusters Score -3.081718e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 283729 members 
Entering Unmasked Estep 
Score: -30818758.000000 Penalty: 4102.062988
	Iteration 16Q: 3 clusters Score -3.081876e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 285893 members 
Entering Unmasked Estep 
Score: -30820250.000000 Penalty: 4102.062988
	Iteration 17Q: 3 clusters Score -3.082025e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 287812 members 
Entering Unmasked Estep 
Score: -30821664.000000 Penalty: 4102.062988
	Iteration 18Q: 3 clusters Score -3.082166e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 289613 members 
Entering Unmasked Estep 
Score: -30822736.000000 Penalty: 4102.062988
	Iteration 19Q: 3 clusters Score -3.082274e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 291259 members 
Entering Unmasked Estep 
Score: -30823652.000000 Penalty: 4102.062988
	Iteration 20F: 3 clusters Score -3.082365e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 292731 members 
Entering Unmasked Estep 
Score: -30824366.000000 Penalty: 4102.062988
	Iteration 21Q: 3 clusters Score -3.082437e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 294067 members 
Entering Unmasked Estep 
Score: -30825068.000000 Penalty: 4102.062988
	Iteration 22Q: 3 clusters Score -3.082507e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 295249 members 
Entering Unmasked Estep 
Score: -30825676.000000 Penalty: 4102.062988
	Iteration 23Q: 3 clusters Score -3.082568e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 296268 members 
Entering Unmasked Estep 
Score: -30826114.000000 Penalty: 4102.062988
	Iteration 24Q: 3 clusters Score -3.082611e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 297119 members 
Entering Unmasked Estep 
Score: -30826276.000000 Penalty: 4102.062988
	Iteration 25Q: 3 clusters Score -3.082628e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 297850 members 
Entering Unmasked Estep 
Score: -30826390.000000 Penalty: 4102.062988
	Iteration 26Q: 3 clusters Score -3.082639e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 298477 members 
Entering Unmasked Estep 
Score: -30826522.000000 Penalty: 4102.062988
	Iteration 27Q: 3 clusters Score -3.082652e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 298984 members 
Entering Unmasked Estep 
Score: -30826562.000000 Penalty: 4102.062988
	Iteration 28Q: 3 clusters Score -3.082656e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 299427 members 
Entering Unmasked Estep 
Score: -30826700.000000 Penalty: 4102.062988
	Iteration 29Q: 3 clusters Score -3.08267e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 299825 members 
Entering Unmasked Estep 
Score: -30826752.000000 Penalty: 4102.062988
	Iteration 30Q: 3 clusters Score -3.082675e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 300173 members 
Entering Unmasked Estep 
Score: -30826930.000000 Penalty: 4102.062988
	Iteration 31Q: 3 clusters Score -3.082693e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 300466 members 
Entering Unmasked Estep 
Score: -30826952.000000 Penalty: 4102.062988
	Iteration 32Q: 3 clusters Score -3.082695e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 300698 members 
Entering Unmasked Estep 
Score: -30826850.000000 Penalty: 4102.062988
	Iteration 33Q: 3 clusters Score -3.082685e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 300910 members 
Entering Unmasked Estep 
Score: -30826856.000000 Penalty: 4102.062988
	Iteration 34Q: 3 clusters Score -3.082686e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 301081 members 
Entering Unmasked Estep 
Score: -30826866.000000 Penalty: 4102.062988
	Iteration 35Q: 3 clusters Score -3.082687e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 301230 members 
Entering Unmasked Estep 
Score: -30826840.000000 Penalty: 4102.062988
	Iteration 36Q: 3 clusters Score -3.082684e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 301328 members 
Entering Unmasked Estep 
Score: -30826836.000000 Penalty: 4102.062988
	Iteration 37Q: 3 clusters Score -3.082684e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 301413 members 
Entering Unmasked Estep 
Score: -30826840.000000 Penalty: 4102.062988
	Iteration 38Q: 3 clusters Score -3.082684e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 301489 members 
Entering Unmasked Estep 
Score: -30826854.000000 Penalty: 4102.062988
	Iteration 39Q: 3 clusters Score -3.082685e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 301548 members 
Entering Unmasked Estep 
Score: -30826884.000000 Penalty: 4102.062988
	Iteration 40F: 3 clusters Score -3.082688e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 301601 members 
Entering Unmasked Estep 
Score: -30826892.000000 Penalty: 4102.062988
	Iteration 41Q: 3 clusters Score -3.082689e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 301642 members 
Entering Unmasked Estep 
Score: -30826892.000000 Penalty: 4102.062988
	Iteration 42Q: 3 clusters Score -3.082689e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 301680 members 
Entering Unmasked Estep 
Score: -30826900.000000 Penalty: 4102.062988
	Iteration 43Q: 3 clusters Score -3.08269e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 301713 members 
Entering Unmasked Estep 
Score: -30826914.000000 Penalty: 4102.062988
	Iteration 44Q: 3 clusters Score -3.082691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 301738 members 
Entering Unmasked Estep 
Score: -30826918.000000 Penalty: 4102.062988
	Iteration 45Q: 3 clusters Score -3.082692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 301759 members 
Entering Unmasked Estep 
Score: -30826908.000000 Penalty: 4102.062988
	Iteration 46Q: 3 clusters Score -3.082691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 301772 members 
Entering Unmasked Estep 
Score: -30826934.000000 Penalty: 4102.062988
	Iteration 47Q: 3 clusters Score -3.082693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 301784 members 
Entering Unmasked Estep 
Score: -30826934.000000 Penalty: 4102.062988
	Iteration 48Q: 3 clusters Score -3.082693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 301796 members 
Entering Unmasked Estep 
Score: -30826906.000000 Penalty: 4102.062988
	Iteration 49Q: 3 clusters Score -3.082691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 301803 members 
Entering Unmasked Estep 
Score: -30826898.000000 Penalty: 4102.062988
	Iteration 50Q: 3 clusters Score -3.08269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 301806 members 
Entering Unmasked Estep 
Score: -30826908.000000 Penalty: 4102.062988
	Iteration 51Q: 3 clusters Score -3.082691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 301811 members 
Entering Unmasked Estep 
Score: -30826894.000000 Penalty: 4102.062988
	Iteration 52Q: 3 clusters Score -3.082689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 301819 members 
Entering Unmasked Estep 
Score: -30826910.000000 Penalty: 4102.062988
	Iteration 53Q: 3 clusters Score -3.082691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 301827 members 
Entering Unmasked Estep 
Score: -30826900.000000 Penalty: 4102.062988
	Iteration 54Q: 3 clusters Score -3.08269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 301837 members 
Entering Unmasked Estep 
Score: -30826894.000000 Penalty: 4102.062988
	Iteration 55Q: 3 clusters Score -3.082689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 301849 members 
Entering Unmasked Estep 
Score: -30826864.000000 Penalty: 4102.062988
	Iteration 56Q: 3 clusters Score -3.082686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 301856 members 
Entering Unmasked Estep 
Score: -30826866.000000 Penalty: 4102.062988
	Iteration 57Q: 3 clusters Score -3.082687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 301861 members 
Entering Unmasked Estep 
Score: -30826870.000000 Penalty: 4102.062988
	Iteration 58Q: 3 clusters Score -3.082687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 301865 members 
Entering Unmasked Estep 
Score: -30826868.000000 Penalty: 4102.062988
	Iteration 59Q: 3 clusters Score -3.082687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 301870 members 
Entering Unmasked Estep 
Score: -30826874.000000 Penalty: 4102.062988
	Iteration 60F: 3 clusters Score -3.082687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 301876 members 
Entering Unmasked Estep 
Score: -30826860.000000 Penalty: 4102.062988
	Iteration 61Q: 3 clusters Score -3.082686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 301884 members 
Entering Unmasked Estep 
Score: -30826862.000000 Penalty: 4102.062988
	Iteration 62Q: 3 clusters Score -3.082686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 301899 members 
Entering Unmasked Estep 
Score: -30826886.000000 Penalty: 4102.062988
	Iteration 63Q: 3 clusters Score -3.082689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 301915 members 
Entering Unmasked Estep 
Score: -30826868.000000 Penalty: 4102.062988
	Iteration 64Q: 3 clusters Score -3.082687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 301929 members 
Entering Unmasked Estep 
Score: -30826854.000000 Penalty: 4102.062988
	Iteration 65Q: 3 clusters Score -3.082685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 301934 members 
Entering Unmasked Estep 
Score: -30826852.000000 Penalty: 4102.062988
	Iteration 66Q: 3 clusters Score -3.082685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 301935 members 
Entering Unmasked Estep 
Score: -30826840.000000 Penalty: 4102.062988
	Iteration 67Q: 3 clusters Score -3.082684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 301937 members 
Entering Unmasked Estep 
Score: -30826834.000000 Penalty: 4102.062988
	Iteration 68Q: 3 clusters Score -3.082683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 301936 members 
Entering Unmasked Estep 
Score: -30826838.000000 Penalty: 4102.062988
	Iteration 69Q: 3 clusters Score -3.082684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 301935 members 
Entering Unmasked Estep 
Score: -30826848.000000 Penalty: 4102.062988
	Iteration 70Q: 3 clusters Score -3.082685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 301935 members 
Entering Unmasked Estep 
Score: -30826848.000000 Penalty: 4102.062988
	Iteration 71F: 3 clusters Score -3.082685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Entering Unmasked Estep 
Score: -2328709.250000 Penalty: 1628.506958
	Iteration 0F: 2 clusters Score -2328709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2313388.000000 Penalty: 3257.013916
	Iteration 0F: 3 clusters Score -2313388 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2318947.250000 Penalty: 3257.013916
	Iteration 1F: 3 clusters Score -2318947 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2319302.750000 Penalty: 3257.013916
	Iteration 2Q: 3 clusters Score -2319303 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2319717.250000 Penalty: 3257.013916
	Iteration 3Q: 3 clusters Score -2319717 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2320291.000000 Penalty: 3257.013916
	Iteration 4F: 3 clusters Score -2320291 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2321191.750000 Penalty: 3257.013916
	Iteration 5F: 3 clusters Score -2321192 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2322536.000000 Penalty: 3257.013916
	Iteration 6F: 3 clusters Score -2322536 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2324158.500000 Penalty: 3257.013916
	Iteration 7F: 3 clusters Score -2324158 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2325619.250000 Penalty: 3257.013916
	Iteration 8F: 3 clusters Score -2325619 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2326525.250000 Penalty: 3257.013916
	Iteration 9Q: 3 clusters Score -2326525 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2326956.000000 Penalty: 3257.013916
	Iteration 10Q: 3 clusters Score -2326956 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2327152.250000 Penalty: 3257.013916
	Iteration 11Q: 3 clusters Score -2327152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2327239.000000 Penalty: 3257.013916
	Iteration 12Q: 3 clusters Score -2327239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2327294.500000 Penalty: 3257.013916
	Iteration 13Q: 3 clusters Score -2327294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2327324.250000 Penalty: 3257.013916
	Iteration 14Q: 3 clusters Score -2327324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2327349.750000 Penalty: 3257.013916
	Iteration 15Q: 3 clusters Score -2327350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2327363.750000 Penalty: 3257.013916
	Iteration 16Q: 3 clusters Score -2327364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2327372.500000 Penalty: 3257.013916
	Iteration 17Q: 3 clusters Score -2327372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2327374.000000 Penalty: 3257.013916
	Iteration 18Q: 3 clusters Score -2327374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2327377.750000 Penalty: 3257.013916
	Iteration 19Q: 3 clusters Score -2327378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2327380.000000 Penalty: 3257.013916
	Iteration 20F: 3 clusters Score -2327380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2327378.750000 Penalty: 3257.013916
	Iteration 21Q: 3 clusters Score -2327379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2327378.750000 Penalty: 3257.013916
	Iteration 22F: 3 clusters Score -2327379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (218755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218755 members 
Entering Unmasked Estep 
Score: -22233516.000000 Penalty: 1998.052490
	Iteration 0F: 2 clusters Score -2.223352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109616 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -22087664.000000 Penalty: 3996.104980
	Iteration 0F: 3 clusters Score -2.208766e+07 nChanged 105997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117235 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -22153168.000000 Penalty: 3996.104980
	Iteration 1F: 3 clusters Score -2.215317e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121793 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -22157656.000000 Penalty: 3996.104980
	Iteration 2Q: 3 clusters Score -2.215766e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128650 members 
Mstep: Class 2 contains 90105 members 
Entering Unmasked Estep 
Score: -22165072.000000 Penalty: 3996.104980
	Iteration 3F: 3 clusters Score -2.216507e+07 nChanged 15707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138089 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -22176158.000000 Penalty: 3996.104980
	Iteration 4F: 3 clusters Score -2.217616e+07 nChanged 17181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149090 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -22191318.000000 Penalty: 3996.104980
	Iteration 5F: 3 clusters Score -2.219132e+07 nChanged 15625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -22205966.000000 Penalty: 3996.104980
	Iteration 6F: 3 clusters Score -2.220597e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164439 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -22214056.000000 Penalty: 3996.104980
	Iteration 7F: 3 clusters Score -2.221406e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168499 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -22217466.000000 Penalty: 3996.104980
	Iteration 8Q: 3 clusters Score -2.221747e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171979 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -22219592.000000 Penalty: 3996.104980
	Iteration 9Q: 3 clusters Score -2.221959e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175149 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -22221042.000000 Penalty: 3996.104980
	Iteration 10Q: 3 clusters Score -2.222104e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178096 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -22222408.000000 Penalty: 3996.104980
	Iteration 11Q: 3 clusters Score -2.222241e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180765 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -22223504.000000 Penalty: 3996.104980
	Iteration 12Q: 3 clusters Score -2.22235e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183184 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -22224314.000000 Penalty: 3996.104980
	Iteration 13Q: 3 clusters Score -2.222431e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185482 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -22225174.000000 Penalty: 3996.104980
	Iteration 14Q: 3 clusters Score -2.222517e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187668 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -22225914.000000 Penalty: 3996.104980
	Iteration 15Q: 3 clusters Score -2.222591e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189680 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -22226526.000000 Penalty: 3996.104980
	Iteration 16Q: 3 clusters Score -2.222653e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191563 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -22226932.000000 Penalty: 3996.104980
	Iteration 17Q: 3 clusters Score -2.222693e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193373 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -22227356.000000 Penalty: 3996.104980
	Iteration 18Q: 3 clusters Score -2.222736e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195144 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -22227776.000000 Penalty: 3996.104980
	Iteration 19Q: 3 clusters Score -2.222778e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196757 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -22228174.000000 Penalty: 3996.104980
	Iteration 20F: 3 clusters Score -2.222817e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198268 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -22228522.000000 Penalty: 3996.104980
	Iteration 21Q: 3 clusters Score -2.222852e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199763 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -22228864.000000 Penalty: 3996.104980
	Iteration 22Q: 3 clusters Score -2.222886e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201142 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -22229206.000000 Penalty: 3996.104980
	Iteration 23Q: 3 clusters Score -2.222921e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202382 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -22229560.000000 Penalty: 3996.104980
	Iteration 24Q: 3 clusters Score -2.222956e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203504 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -22229660.000000 Penalty: 3996.104980
	Iteration 25Q: 3 clusters Score -2.222966e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204585 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -22229984.000000 Penalty: 3996.104980
	Iteration 26Q: 3 clusters Score -2.222998e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205606 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -22230202.000000 Penalty: 3996.104980
	Iteration 27Q: 3 clusters Score -2.22302e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206570 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -22230370.000000 Penalty: 3996.104980
	Iteration 28Q: 3 clusters Score -2.223037e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207456 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -22230650.000000 Penalty: 3996.104980
	Iteration 29Q: 3 clusters Score -2.223065e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208236 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -22230832.000000 Penalty: 3996.104980
	Iteration 30Q: 3 clusters Score -2.223083e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209016 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -22231006.000000 Penalty: 3996.104980
	Iteration 31Q: 3 clusters Score -2.223101e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209682 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -22231194.000000 Penalty: 3996.104980
	Iteration 32Q: 3 clusters Score -2.223119e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210307 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -22231302.000000 Penalty: 3996.104980
	Iteration 33Q: 3 clusters Score -2.22313e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210890 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -22231390.000000 Penalty: 3996.104980
	Iteration 34Q: 3 clusters Score -2.223139e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211396 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -22231454.000000 Penalty: 3996.104980
	Iteration 35Q: 3 clusters Score -2.223145e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211883 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -22231622.000000 Penalty: 3996.104980
	Iteration 36Q: 3 clusters Score -2.223162e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212347 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -22231690.000000 Penalty: 3996.104980
	Iteration 37Q: 3 clusters Score -2.223169e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212769 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -22231808.000000 Penalty: 3996.104980
	Iteration 38Q: 3 clusters Score -2.223181e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213162 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -22231908.000000 Penalty: 3996.104980
	Iteration 39Q: 3 clusters Score -2.223191e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213512 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -22231910.000000 Penalty: 3996.104980
	Iteration 40F: 3 clusters Score -2.223191e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213816 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -22231972.000000 Penalty: 3996.104980
	Iteration 41Q: 3 clusters Score -2.223197e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214105 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -22231990.000000 Penalty: 3996.104980
	Iteration 42Q: 3 clusters Score -2.223199e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214373 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -22232080.000000 Penalty: 3996.104980
	Iteration 43Q: 3 clusters Score -2.223208e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214598 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -22232078.000000 Penalty: 3996.104980
	Iteration 44Q: 3 clusters Score -2.223208e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214761 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -22232136.000000 Penalty: 3996.104980
	Iteration 45Q: 3 clusters Score -2.223214e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214922 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -22232204.000000 Penalty: 3996.104980
	Iteration 46Q: 3 clusters Score -2.22322e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215053 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -22232246.000000 Penalty: 3996.104980
	Iteration 47Q: 3 clusters Score -2.223225e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215172 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -22232240.000000 Penalty: 3996.104980
	Iteration 48Q: 3 clusters Score -2.223224e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215290 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -22232220.000000 Penalty: 3996.104980
	Iteration 49Q: 3 clusters Score -2.223222e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215394 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -22232194.000000 Penalty: 3996.104980
	Iteration 50Q: 3 clusters Score -2.223219e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215498 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -22232198.000000 Penalty: 3996.104980
	Iteration 51Q: 3 clusters Score -2.22322e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215583 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -22232192.000000 Penalty: 3996.104980
	Iteration 52Q: 3 clusters Score -2.223219e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215662 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -22232228.000000 Penalty: 3996.104980
	Iteration 53Q: 3 clusters Score -2.223223e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215741 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -22232216.000000 Penalty: 3996.104980
	Iteration 54Q: 3 clusters Score -2.223222e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215794 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -22232224.000000 Penalty: 3996.104980
	Iteration 55Q: 3 clusters Score -2.223222e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215842 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -22232216.000000 Penalty: 3996.104980
	Iteration 56Q: 3 clusters Score -2.223222e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215894 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -22232242.000000 Penalty: 3996.104980
	Iteration 57Q: 3 clusters Score -2.223224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215936 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -22232274.000000 Penalty: 3996.104980
	Iteration 58Q: 3 clusters Score -2.223227e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215972 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -22232264.000000 Penalty: 3996.104980
	Iteration 59Q: 3 clusters Score -2.223226e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216005 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -22232256.000000 Penalty: 3996.104980
	Iteration 60F: 3 clusters Score -2.223226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216030 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -22232248.000000 Penalty: 3996.104980
	Iteration 61Q: 3 clusters Score -2.223225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216049 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -22232246.000000 Penalty: 3996.104980
	Iteration 62Q: 3 clusters Score -2.223225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216065 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -22232244.000000 Penalty: 3996.104980
	Iteration 63Q: 3 clusters Score -2.223224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216078 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22232260.000000 Penalty: 3996.104980
	Iteration 64Q: 3 clusters Score -2.223226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216092 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -22232256.000000 Penalty: 3996.104980
	Iteration 65Q: 3 clusters Score -2.223226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216101 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -22232238.000000 Penalty: 3996.104980
	Iteration 66Q: 3 clusters Score -2.223224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216111 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -22232242.000000 Penalty: 3996.104980
	Iteration 67Q: 3 clusters Score -2.223224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216117 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -22232240.000000 Penalty: 3996.104980
	Iteration 68Q: 3 clusters Score -2.223224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216122 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -22232234.000000 Penalty: 3996.104980
	Iteration 69Q: 3 clusters Score -2.223223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216127 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -22232232.000000 Penalty: 3996.104980
	Iteration 70Q: 3 clusters Score -2.223223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216128 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -22232246.000000 Penalty: 3996.104980
	Iteration 71Q: 3 clusters Score -2.223225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216127 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -22232242.000000 Penalty: 3996.104980
	Iteration 72Q: 3 clusters Score -2.223224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216125 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -22232244.000000 Penalty: 3996.104980
	Iteration 73Q: 3 clusters Score -2.223224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216128 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -22232234.000000 Penalty: 3996.104980
	Iteration 74Q: 3 clusters Score -2.223223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216130 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -22232254.000000 Penalty: 3996.104980
	Iteration 75Q: 3 clusters Score -2.223225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216133 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -22232250.000000 Penalty: 3996.104980
	Iteration 76Q: 3 clusters Score -2.223225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216137 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -22232268.000000 Penalty: 3996.104980
	Iteration 77Q: 3 clusters Score -2.223227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216140 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -22232268.000000 Penalty: 3996.104980
	Iteration 78Q: 3 clusters Score -2.223227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216140 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -22232268.000000 Penalty: 3996.104980
	Iteration 79F: 3 clusters Score -2.223227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -255873.093750 Penalty: 1282.037109
	Iteration 0F: 2 clusters Score -255873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -253343.656250 Penalty: 2564.074219
	Iteration 0F: 3 clusters Score -253343.7 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -253989.000000 Penalty: 2564.074219
	Iteration 1F: 3 clusters Score -253989 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -254171.437500 Penalty: 2564.074219
	Iteration 2F: 3 clusters Score -254171.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -254289.500000 Penalty: 2564.074219
	Iteration 3F: 3 clusters Score -254289.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -254405.796875 Penalty: 2564.074219
	Iteration 4Q: 3 clusters Score -254405.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -254501.593750 Penalty: 2564.074219
	Iteration 5Q: 3 clusters Score -254501.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -254591.265625 Penalty: 2564.074219
	Iteration 6Q: 3 clusters Score -254591.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -254647.406250 Penalty: 2564.074219
	Iteration 7Q: 3 clusters Score -254647.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -254678.625000 Penalty: 2564.074219
	Iteration 8Q: 3 clusters Score -254678.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -254696.921875 Penalty: 2564.074219
	Iteration 9Q: 3 clusters Score -254696.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -254708.843750 Penalty: 2564.074219
	Iteration 10Q: 3 clusters Score -254708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -254716.750000 Penalty: 2564.074219
	Iteration 11Q: 3 clusters Score -254716.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -254724.250000 Penalty: 2564.074219
	Iteration 12Q: 3 clusters Score -254724.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -254735.015625 Penalty: 2564.074219
	Iteration 13Q: 3 clusters Score -254735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -254742.843750 Penalty: 2564.074219
	Iteration 14Q: 3 clusters Score -254742.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -254754.687500 Penalty: 2564.074219
	Iteration 15Q: 3 clusters Score -254754.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -254760.250000 Penalty: 2564.074219
	Iteration 16Q: 3 clusters Score -254760.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -254765.968750 Penalty: 2564.074219
	Iteration 17Q: 3 clusters Score -254766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -254770.156250 Penalty: 2564.074219
	Iteration 18Q: 3 clusters Score -254770.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -254771.875000 Penalty: 2564.074219
	Iteration 19Q: 3 clusters Score -254771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -254773.140625 Penalty: 2564.074219
	Iteration 20F: 3 clusters Score -254773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -254774.296875 Penalty: 2564.074219
	Iteration 21Q: 3 clusters Score -254774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -254774.078125 Penalty: 2564.074219
	Iteration 22Q: 3 clusters Score -254774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -254774.515625 Penalty: 2564.074219
	Iteration 23Q: 3 clusters Score -254774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -254775.203125 Penalty: 2564.074219
	Iteration 24Q: 3 clusters Score -254775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -254775.265625 Penalty: 2564.074219
	Iteration 25Q: 3 clusters Score -254775.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -254777.031250 Penalty: 2564.074219
	Iteration 26Q: 3 clusters Score -254777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -254778.406250 Penalty: 2564.074219
	Iteration 27Q: 3 clusters Score -254778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -254780.062500 Penalty: 2564.074219
	Iteration 28Q: 3 clusters Score -254780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -254784.078125 Penalty: 2564.074219
	Iteration 29Q: 3 clusters Score -254784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -254785.703125 Penalty: 2564.074219
	Iteration 30Q: 3 clusters Score -254785.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -254787.640625 Penalty: 2564.074219
	Iteration 31Q: 3 clusters Score -254787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -254790.593750 Penalty: 2564.074219
	Iteration 32Q: 3 clusters Score -254790.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -254793.187500 Penalty: 2564.074219
	Iteration 33Q: 3 clusters Score -254793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -254795.734375 Penalty: 2564.074219
	Iteration 34Q: 3 clusters Score -254795.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -254798.312500 Penalty: 2564.074219
	Iteration 35Q: 3 clusters Score -254798.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254802.140625 Penalty: 2564.074219
	Iteration 36Q: 3 clusters Score -254802.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -254807.609375 Penalty: 2564.074219
	Iteration 37Q: 3 clusters Score -254807.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -254812.828125 Penalty: 2564.074219
	Iteration 38Q: 3 clusters Score -254812.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -254820.234375 Penalty: 2564.074219
	Iteration 39Q: 3 clusters Score -254820.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -254829.125000 Penalty: 2564.074219
	Iteration 40F: 3 clusters Score -254829.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -254839.953125 Penalty: 2564.074219
	Iteration 41Q: 3 clusters Score -254840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -254848.375000 Penalty: 2564.074219
	Iteration 42Q: 3 clusters Score -254848.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -254860.906250 Penalty: 2564.074219
	Iteration 43Q: 3 clusters Score -254860.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -254885.343750 Penalty: 2564.074219
	Iteration 44Q: 3 clusters Score -254885.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -254899.687500 Penalty: 2564.074219
	Iteration 45Q: 3 clusters Score -254899.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -254913.500000 Penalty: 2564.074219
	Iteration 46Q: 3 clusters Score -254913.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -254936.046875 Penalty: 2564.074219
	Iteration 47Q: 3 clusters Score -254936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -254961.218750 Penalty: 2564.074219
	Iteration 48Q: 3 clusters Score -254961.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -254997.421875 Penalty: 2564.074219
	Iteration 49Q: 3 clusters Score -254997.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -255030.593750 Penalty: 2564.074219
	Iteration 50Q: 3 clusters Score -255030.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -255071.578125 Penalty: 2564.074219
	Iteration 51Q: 3 clusters Score -255071.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -255115.671875 Penalty: 2564.074219
	Iteration 52Q: 3 clusters Score -255115.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -255148.890625 Penalty: 2564.074219
	Iteration 53Q: 3 clusters Score -255148.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -255168.437500 Penalty: 2564.074219
	Iteration 54Q: 3 clusters Score -255168.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -255186.890625 Penalty: 2564.074219
	Iteration 55Q: 3 clusters Score -255186.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -255212.156250 Penalty: 2564.074219
	Iteration 56Q: 3 clusters Score -255212.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -255228.703125 Penalty: 2564.074219
	Iteration 57Q: 3 clusters Score -255228.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -255240.953125 Penalty: 2564.074219
	Iteration 58Q: 3 clusters Score -255241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -255251.906250 Penalty: 2564.074219
	Iteration 59Q: 3 clusters Score -255251.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -255260.000000 Penalty: 2564.074219
	Iteration 60F: 3 clusters Score -255260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -255267.640625 Penalty: 2564.074219
	Iteration 61Q: 3 clusters Score -255267.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -255272.796875 Penalty: 2564.074219
	Iteration 62Q: 3 clusters Score -255272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -255281.125000 Penalty: 2564.074219
	Iteration 63Q: 3 clusters Score -255281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -255290.031250 Penalty: 2564.074219
	Iteration 64Q: 3 clusters Score -255290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -255306.078125 Penalty: 2564.074219
	Iteration 65Q: 3 clusters Score -255306.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -255325.265625 Penalty: 2564.074219
	Iteration 66Q: 3 clusters Score -255325.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -255337.968750 Penalty: 2564.074219
	Iteration 67Q: 3 clusters Score -255338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -255352.109375 Penalty: 2564.074219
	Iteration 68Q: 3 clusters Score -255352.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -255375.843750 Penalty: 2564.074219
	Iteration 69Q: 3 clusters Score -255375.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -255404.312500 Penalty: 2564.074219
	Iteration 70Q: 3 clusters Score -255404.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -255419.906250 Penalty: 2564.074219
	Iteration 71Q: 3 clusters Score -255419.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -255434.843750 Penalty: 2564.074219
	Iteration 72Q: 3 clusters Score -255434.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -255447.906250 Penalty: 2564.074219
	Iteration 73Q: 3 clusters Score -255447.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -255457.468750 Penalty: 2564.074219
	Iteration 74Q: 3 clusters Score -255457.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -255465.281250 Penalty: 2564.074219
	Iteration 75Q: 3 clusters Score -255465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -255477.078125 Penalty: 2564.074219
	Iteration 76Q: 3 clusters Score -255477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -255484.625000 Penalty: 2564.074219
	Iteration 77Q: 3 clusters Score -255484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -255487.859375 Penalty: 2564.074219
	Iteration 78Q: 3 clusters Score -255487.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -255489.671875 Penalty: 2564.074219
	Iteration 79Q: 3 clusters Score -255489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -255491.750000 Penalty: 2564.074219
	Iteration 80F: 3 clusters Score -255491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -255493.125000 Penalty: 2564.074219
	Iteration 81Q: 3 clusters Score -255493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -255495.031250 Penalty: 2564.074219
	Iteration 82Q: 3 clusters Score -255495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -255496.015625 Penalty: 2564.074219
	Iteration 83Q: 3 clusters Score -255496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -255496.546875 Penalty: 2564.074219
	Iteration 84Q: 3 clusters Score -255496.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -255496.546875 Penalty: 2564.074219
	Iteration 85F: 3 clusters Score -255496.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -268313.625000 Penalty: 1278.529053
	Iteration 0F: 2 clusters Score -268313.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -265800.406250 Penalty: 2557.058105
	Iteration 0F: 3 clusters Score -265800.4 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -266366.968750 Penalty: 2557.058105
	Iteration 1F: 3 clusters Score -266367 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -266489.562500 Penalty: 2557.058105
	Iteration 2F: 3 clusters Score -266489.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -266563.593750 Penalty: 2557.058105
	Iteration 3Q: 3 clusters Score -266563.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -266619.531250 Penalty: 2557.058105
	Iteration 4Q: 3 clusters Score -266619.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -266656.406250 Penalty: 2557.058105
	Iteration 5Q: 3 clusters Score -266656.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -266676.187500 Penalty: 2557.058105
	Iteration 6Q: 3 clusters Score -266676.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -266699.937500 Penalty: 2557.058105
	Iteration 7Q: 3 clusters Score -266699.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -266720.062500 Penalty: 2557.058105
	Iteration 8Q: 3 clusters Score -266720.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -266739.187500 Penalty: 2557.058105
	Iteration 9Q: 3 clusters Score -266739.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -266753.312500 Penalty: 2557.058105
	Iteration 10Q: 3 clusters Score -266753.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -266763.968750 Penalty: 2557.058105
	Iteration 11Q: 3 clusters Score -266764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -266777.312500 Penalty: 2557.058105
	Iteration 12Q: 3 clusters Score -266777.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -266789.531250 Penalty: 2557.058105
	Iteration 13Q: 3 clusters Score -266789.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -266802.000000 Penalty: 2557.058105
	Iteration 14Q: 3 clusters Score -266802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -266814.000000 Penalty: 2557.058105
	Iteration 15Q: 3 clusters Score -266814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -266824.562500 Penalty: 2557.058105
	Iteration 16Q: 3 clusters Score -266824.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -266835.187500 Penalty: 2557.058105
	Iteration 17Q: 3 clusters Score -266835.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -266851.062500 Penalty: 2557.058105
	Iteration 18Q: 3 clusters Score -266851.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -266859.562500 Penalty: 2557.058105
	Iteration 19Q: 3 clusters Score -266859.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -266867.093750 Penalty: 2557.058105
	Iteration 20F: 3 clusters Score -266867.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -266874.968750 Penalty: 2557.058105
	Iteration 21Q: 3 clusters Score -266875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -266881.906250 Penalty: 2557.058105
	Iteration 22Q: 3 clusters Score -266881.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -266887.750000 Penalty: 2557.058105
	Iteration 23Q: 3 clusters Score -266887.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -266894.031250 Penalty: 2557.058105
	Iteration 24Q: 3 clusters Score -266894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -266901.281250 Penalty: 2557.058105
	Iteration 25Q: 3 clusters Score -266901.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -266910.906250 Penalty: 2557.058105
	Iteration 26Q: 3 clusters Score -266910.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -266917.031250 Penalty: 2557.058105
	Iteration 27Q: 3 clusters Score -266917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -266923.187500 Penalty: 2557.058105
	Iteration 28Q: 3 clusters Score -266923.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -266930.093750 Penalty: 2557.058105
	Iteration 29Q: 3 clusters Score -266930.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -266938.656250 Penalty: 2557.058105
	Iteration 30Q: 3 clusters Score -266938.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -266950.187500 Penalty: 2557.058105
	Iteration 31Q: 3 clusters Score -266950.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -266955.375000 Penalty: 2557.058105
	Iteration 32Q: 3 clusters Score -266955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -266959.750000 Penalty: 2557.058105
	Iteration 33Q: 3 clusters Score -266959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -266963.375000 Penalty: 2557.058105
	Iteration 34Q: 3 clusters Score -266963.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -266968.312500 Penalty: 2557.058105
	Iteration 35Q: 3 clusters Score -266968.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -266973.625000 Penalty: 2557.058105
	Iteration 36Q: 3 clusters Score -266973.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -266977.562500 Penalty: 2557.058105
	Iteration 37Q: 3 clusters Score -266977.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -266982.312500 Penalty: 2557.058105
	Iteration 38Q: 3 clusters Score -266982.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -266989.843750 Penalty: 2557.058105
	Iteration 39Q: 3 clusters Score -266989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -266992.687500 Penalty: 2557.058105
	Iteration 40F: 3 clusters Score -266992.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -266995.468750 Penalty: 2557.058105
	Iteration 41Q: 3 clusters Score -266995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -267000.562500 Penalty: 2557.058105
	Iteration 42Q: 3 clusters Score -267000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -267010.187500 Penalty: 2557.058105
	Iteration 43Q: 3 clusters Score -267010.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -267017.156250 Penalty: 2557.058105
	Iteration 44Q: 3 clusters Score -267017.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -267025.937500 Penalty: 2557.058105
	Iteration 45Q: 3 clusters Score -267025.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -267033.125000 Penalty: 2557.058105
	Iteration 46Q: 3 clusters Score -267033.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -267037.437500 Penalty: 2557.058105
	Iteration 47Q: 3 clusters Score -267037.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -267042.937500 Penalty: 2557.058105
	Iteration 48Q: 3 clusters Score -267042.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -267048.531250 Penalty: 2557.058105
	Iteration 49Q: 3 clusters Score -267048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -267052.937500 Penalty: 2557.058105
	Iteration 50Q: 3 clusters Score -267052.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -267058.031250 Penalty: 2557.058105
	Iteration 51Q: 3 clusters Score -267058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -267060.343750 Penalty: 2557.058105
	Iteration 52Q: 3 clusters Score -267060.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -267066.343750 Penalty: 2557.058105
	Iteration 53Q: 3 clusters Score -267066.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -267071.312500 Penalty: 2557.058105
	Iteration 54Q: 3 clusters Score -267071.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -267073.968750 Penalty: 2557.058105
	Iteration 55Q: 3 clusters Score -267074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -267075.718750 Penalty: 2557.058105
	Iteration 56Q: 3 clusters Score -267075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -267077.156250 Penalty: 2557.058105
	Iteration 57Q: 3 clusters Score -267077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -267078.343750 Penalty: 2557.058105
	Iteration 58Q: 3 clusters Score -267078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -267079.375000 Penalty: 2557.058105
	Iteration 59Q: 3 clusters Score -267079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -267083.218750 Penalty: 2557.058105
	Iteration 60F: 3 clusters Score -267083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -267087.375000 Penalty: 2557.058105
	Iteration 61Q: 3 clusters Score -267087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -267091.531250 Penalty: 2557.058105
	Iteration 62Q: 3 clusters Score -267091.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -267094.125000 Penalty: 2557.058105
	Iteration 63Q: 3 clusters Score -267094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -267096.656250 Penalty: 2557.058105
	Iteration 64Q: 3 clusters Score -267096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -267097.062500 Penalty: 2557.058105
	Iteration 65Q: 3 clusters Score -267097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -267098.531250 Penalty: 2557.058105
	Iteration 66Q: 3 clusters Score -267098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -267100.281250 Penalty: 2557.058105
	Iteration 67Q: 3 clusters Score -267100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -267101.781250 Penalty: 2557.058105
	Iteration 68Q: 3 clusters Score -267101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -267103.718750 Penalty: 2557.058105
	Iteration 69Q: 3 clusters Score -267103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -267105.031250 Penalty: 2557.058105
	Iteration 70Q: 3 clusters Score -267105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -267105.562500 Penalty: 2557.058105
	Iteration 71Q: 3 clusters Score -267105.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -267105.562500 Penalty: 2557.058105
	Iteration 72F: 3 clusters Score -267105.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -214240.656250 Penalty: 1238.045654
	Iteration 0F: 2 clusters Score -214240.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -212066.203125 Penalty: 2476.091309
	Iteration 0F: 3 clusters Score -212066.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -212523.703125 Penalty: 2476.091309
	Iteration 1F: 3 clusters Score -212523.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -212612.187500 Penalty: 2476.091309
	Iteration 2F: 3 clusters Score -212612.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -212672.453125 Penalty: 2476.091309
	Iteration 3Q: 3 clusters Score -212672.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -212717.765625 Penalty: 2476.091309
	Iteration 4Q: 3 clusters Score -212717.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212742.562500 Penalty: 2476.091309
	Iteration 5Q: 3 clusters Score -212742.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -212758.781250 Penalty: 2476.091309
	Iteration 6Q: 3 clusters Score -212758.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -212770.187500 Penalty: 2476.091309
	Iteration 7Q: 3 clusters Score -212770.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -212777.671875 Penalty: 2476.091309
	Iteration 8Q: 3 clusters Score -212777.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -212786.656250 Penalty: 2476.091309
	Iteration 9Q: 3 clusters Score -212786.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212791.656250 Penalty: 2476.091309
	Iteration 10Q: 3 clusters Score -212791.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -212795.718750 Penalty: 2476.091309
	Iteration 11Q: 3 clusters Score -212795.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -212800.171875 Penalty: 2476.091309
	Iteration 12Q: 3 clusters Score -212800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -212800.609375 Penalty: 2476.091309
	Iteration 13Q: 3 clusters Score -212800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -212801.531250 Penalty: 2476.091309
	Iteration 14Q: 3 clusters Score -212801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -212802.375000 Penalty: 2476.091309
	Iteration 15Q: 3 clusters Score -212802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -212802.375000 Penalty: 2476.091309
	Iteration 16F: 3 clusters Score -212802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Entering Unmasked Estep 
Score: -1048370.562500 Penalty: 1508.114624
	Iteration 0F: 2 clusters Score -1048371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1040831.500000 Penalty: 3016.229248
	Iteration 0F: 3 clusters Score -1040832 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1043340.937500 Penalty: 3016.229248
	Iteration 1F: 3 clusters Score -1043341 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1043622.625000 Penalty: 3016.229248
	Iteration 2F: 3 clusters Score -1043623 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1043944.625000 Penalty: 3016.229248
	Iteration 3F: 3 clusters Score -1043945 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1044340.750000 Penalty: 3016.229248
	Iteration 4F: 3 clusters Score -1044341 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1044830.000000 Penalty: 3016.229248
	Iteration 5F: 3 clusters Score -1044830 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1045370.687500 Penalty: 3016.229248
	Iteration 6F: 3 clusters Score -1045371 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1045862.875000 Penalty: 3016.229248
	Iteration 7F: 3 clusters Score -1045863 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1046264.687500 Penalty: 3016.229248
	Iteration 8F: 3 clusters Score -1046265 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1046537.187500 Penalty: 3016.229248
	Iteration 9Q: 3 clusters Score -1046537 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1046691.562500 Penalty: 3016.229248
	Iteration 10Q: 3 clusters Score -1046692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1046785.687500 Penalty: 3016.229248
	Iteration 11Q: 3 clusters Score -1046786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1046857.562500 Penalty: 3016.229248
	Iteration 12Q: 3 clusters Score -1046858 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1046927.500000 Penalty: 3016.229248
	Iteration 13Q: 3 clusters Score -1046928 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1046998.000000 Penalty: 3016.229248
	Iteration 14Q: 3 clusters Score -1046998 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1047077.062500 Penalty: 3016.229248
	Iteration 15Q: 3 clusters Score -1047077 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1047163.375000 Penalty: 3016.229248
	Iteration 16Q: 3 clusters Score -1047163 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1047233.500000 Penalty: 3016.229248
	Iteration 17Q: 3 clusters Score -1047234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1047281.625000 Penalty: 3016.229248
	Iteration 18Q: 3 clusters Score -1047282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1047310.750000 Penalty: 3016.229248
	Iteration 19Q: 3 clusters Score -1047311 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1047338.375000 Penalty: 3016.229248
	Iteration 20F: 3 clusters Score -1047338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1047356.125000 Penalty: 3016.229248
	Iteration 21Q: 3 clusters Score -1047356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1047366.500000 Penalty: 3016.229248
	Iteration 22Q: 3 clusters Score -1047366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1047375.812500 Penalty: 3016.229248
	Iteration 23Q: 3 clusters Score -1047376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1047384.125000 Penalty: 3016.229248
	Iteration 24Q: 3 clusters Score -1047384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1047391.437500 Penalty: 3016.229248
	Iteration 25Q: 3 clusters Score -1047391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1047397.750000 Penalty: 3016.229248
	Iteration 26Q: 3 clusters Score -1047398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1047402.250000 Penalty: 3016.229248
	Iteration 27Q: 3 clusters Score -1047402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1047408.437500 Penalty: 3016.229248
	Iteration 28Q: 3 clusters Score -1047408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1047407.562500 Penalty: 3016.229248
	Iteration 29Q: 3 clusters Score -1047408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1047413.562500 Penalty: 3016.229248
	Iteration 30Q: 3 clusters Score -1047414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1047414.187500 Penalty: 3016.229248
	Iteration 31Q: 3 clusters Score -1047414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1047417.250000 Penalty: 3016.229248
	Iteration 32Q: 3 clusters Score -1047417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1047420.312500 Penalty: 3016.229248
	Iteration 33Q: 3 clusters Score -1047420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1047423.875000 Penalty: 3016.229248
	Iteration 34Q: 3 clusters Score -1047424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1047423.812500 Penalty: 3016.229248
	Iteration 35Q: 3 clusters Score -1047424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1047426.625000 Penalty: 3016.229248
	Iteration 36Q: 3 clusters Score -1047427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1047426.687500 Penalty: 3016.229248
	Iteration 37Q: 3 clusters Score -1047427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1047428.062500 Penalty: 3016.229248
	Iteration 38Q: 3 clusters Score -1047428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1047427.437500 Penalty: 3016.229248
	Iteration 39Q: 3 clusters Score -1047427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1047428.250000 Penalty: 3016.229248
	Iteration 40F: 3 clusters Score -1047428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1047427.937500 Penalty: 3016.229248
	Iteration 41Q: 3 clusters Score -1047428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1047430.750000 Penalty: 3016.229248
	Iteration 42Q: 3 clusters Score -1047431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1047429.375000 Penalty: 3016.229248
	Iteration 43Q: 3 clusters Score -1047429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1047429.375000 Penalty: 3016.229248
	Iteration 44F: 3 clusters Score -1047429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Entering Unmasked Estep 
Score: -4089742.000000 Penalty: 1720.549561
	Iteration 0F: 2 clusters Score -4089742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4063171.250000 Penalty: 3441.099121
	Iteration 0F: 3 clusters Score -4063171 nChanged 18419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -4073519.000000 Penalty: 3441.099121
	Iteration 1F: 3 clusters Score -4073519 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4073967.250000 Penalty: 3441.099121
	Iteration 2Q: 3 clusters Score -4073967 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -4074433.000000 Penalty: 3441.099121
	Iteration 3Q: 3 clusters Score -4074433 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4074951.500000 Penalty: 3441.099121
	Iteration 4Q: 3 clusters Score -4074952 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4075564.750000 Penalty: 3441.099121
	Iteration 5Q: 3 clusters Score -4075565 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -4076306.500000 Penalty: 3441.099121
	Iteration 6Q: 3 clusters Score -4076306 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -4077350.000000 Penalty: 3441.099121
	Iteration 7Q: 3 clusters Score -4077350 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -4078658.250000 Penalty: 3441.099121
	Iteration 8F: 3 clusters Score -4078658 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -4080182.000000 Penalty: 3441.099121
	Iteration 9F: 3 clusters Score -4080182 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -4081588.750000 Penalty: 3441.099121
	Iteration 10F: 3 clusters Score -4081589 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4082666.250000 Penalty: 3441.099121
	Iteration 11Q: 3 clusters Score -4082666 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -4083246.250000 Penalty: 3441.099121
	Iteration 12Q: 3 clusters Score -4083246 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -4083512.250000 Penalty: 3441.099121
	Iteration 13Q: 3 clusters Score -4083512 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -4083645.750000 Penalty: 3441.099121
	Iteration 14Q: 3 clusters Score -4083646 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4083748.750000 Penalty: 3441.099121
	Iteration 15Q: 3 clusters Score -4083749 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -4083835.250000 Penalty: 3441.099121
	Iteration 16Q: 3 clusters Score -4083835 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4083925.500000 Penalty: 3441.099121
	Iteration 17Q: 3 clusters Score -4083926 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4083966.250000 Penalty: 3441.099121
	Iteration 18Q: 3 clusters Score -4083966 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -4084037.000000 Penalty: 3441.099121
	Iteration 19Q: 3 clusters Score -4084037 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -4084112.250000 Penalty: 3441.099121
	Iteration 20F: 3 clusters Score -4084112 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -4084169.500000 Penalty: 3441.099121
	Iteration 21Q: 3 clusters Score -4084170 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -4084235.500000 Penalty: 3441.099121
	Iteration 22Q: 3 clusters Score -4084236 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4084290.250000 Penalty: 3441.099121
	Iteration 23Q: 3 clusters Score -4084290 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -4084331.500000 Penalty: 3441.099121
	Iteration 24Q: 3 clusters Score -4084332 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -4084386.750000 Penalty: 3441.099121
	Iteration 25Q: 3 clusters Score -4084387 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4084450.000000 Penalty: 3441.099121
	Iteration 26Q: 3 clusters Score -4084450 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -4084516.500000 Penalty: 3441.099121
	Iteration 27Q: 3 clusters Score -4084516 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4084593.000000 Penalty: 3441.099121
	Iteration 28Q: 3 clusters Score -4084593 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -4084653.750000 Penalty: 3441.099121
	Iteration 29Q: 3 clusters Score -4084654 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4084723.750000 Penalty: 3441.099121
	Iteration 30Q: 3 clusters Score -4084724 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4084810.250000 Penalty: 3441.099121
	Iteration 31Q: 3 clusters Score -4084810 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4084922.500000 Penalty: 3441.099121
	Iteration 32Q: 3 clusters Score -4084922 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4085078.250000 Penalty: 3441.099121
	Iteration 33Q: 3 clusters Score -4085078 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -4085225.750000 Penalty: 3441.099121
	Iteration 34Q: 3 clusters Score -4085226 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4085429.750000 Penalty: 3441.099121
	Iteration 35Q: 3 clusters Score -4085430 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4085613.250000 Penalty: 3441.099121
	Iteration 36Q: 3 clusters Score -4085613 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4085797.250000 Penalty: 3441.099121
	Iteration 37Q: 3 clusters Score -4085797 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4085979.500000 Penalty: 3441.099121
	Iteration 38Q: 3 clusters Score -4085980 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -4086166.000000 Penalty: 3441.099121
	Iteration 39Q: 3 clusters Score -4086166 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4086370.500000 Penalty: 3441.099121
	Iteration 40F: 3 clusters Score -4086370 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -4086578.000000 Penalty: 3441.099121
	Iteration 41Q: 3 clusters Score -4086578 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -4086768.750000 Penalty: 3441.099121
	Iteration 42Q: 3 clusters Score -4086769 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4086988.250000 Penalty: 3441.099121
	Iteration 43Q: 3 clusters Score -4086988 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4087210.750000 Penalty: 3441.099121
	Iteration 44Q: 3 clusters Score -4087211 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -4087437.250000 Penalty: 3441.099121
	Iteration 45Q: 3 clusters Score -4087437 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4087604.000000 Penalty: 3441.099121
	Iteration 46Q: 3 clusters Score -4087604 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4087765.500000 Penalty: 3441.099121
	Iteration 47Q: 3 clusters Score -4087766 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -4087882.750000 Penalty: 3441.099121
	Iteration 48Q: 3 clusters Score -4087883 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -4087992.750000 Penalty: 3441.099121
	Iteration 49Q: 3 clusters Score -4087993 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -4088074.500000 Penalty: 3441.099121
	Iteration 50Q: 3 clusters Score -4088074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -4088170.000000 Penalty: 3441.099121
	Iteration 51Q: 3 clusters Score -4088170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -4088220.250000 Penalty: 3441.099121
	Iteration 52Q: 3 clusters Score -4088220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4088265.750000 Penalty: 3441.099121
	Iteration 53Q: 3 clusters Score -4088266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4088316.000000 Penalty: 3441.099121
	Iteration 54Q: 3 clusters Score -4088316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -4088362.000000 Penalty: 3441.099121
	Iteration 55Q: 3 clusters Score -4088362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -4088393.750000 Penalty: 3441.099121
	Iteration 56Q: 3 clusters Score -4088394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -4088414.750000 Penalty: 3441.099121
	Iteration 57Q: 3 clusters Score -4088415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -4088440.000000 Penalty: 3441.099121
	Iteration 58Q: 3 clusters Score -4088440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -4088457.500000 Penalty: 3441.099121
	Iteration 59Q: 3 clusters Score -4088458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -4088463.000000 Penalty: 3441.099121
	Iteration 60F: 3 clusters Score -4088463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -4088474.750000 Penalty: 3441.099121
	Iteration 61Q: 3 clusters Score -4088475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -4088479.000000 Penalty: 3441.099121
	Iteration 62Q: 3 clusters Score -4088479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -4088494.250000 Penalty: 3441.099121
	Iteration 63Q: 3 clusters Score -4088494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -4088495.250000 Penalty: 3441.099121
	Iteration 64Q: 3 clusters Score -4088495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -4088497.250000 Penalty: 3441.099121
	Iteration 65Q: 3 clusters Score -4088497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -4088502.750000 Penalty: 3441.099121
	Iteration 66Q: 3 clusters Score -4088503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -4088503.500000 Penalty: 3441.099121
	Iteration 67Q: 3 clusters Score -4088504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -4088502.000000 Penalty: 3441.099121
	Iteration 68Q: 3 clusters Score -4088502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -4088508.750000 Penalty: 3441.099121
	Iteration 69Q: 3 clusters Score -4088509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -4088510.250000 Penalty: 3441.099121
	Iteration 70Q: 3 clusters Score -4088510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -4088514.750000 Penalty: 3441.099121
	Iteration 71Q: 3 clusters Score -4088515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -4088515.500000 Penalty: 3441.099121
	Iteration 72Q: 3 clusters Score -4088516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -4088514.500000 Penalty: 3441.099121
	Iteration 73Q: 3 clusters Score -4088514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -4088516.750000 Penalty: 3441.099121
	Iteration 74Q: 3 clusters Score -4088517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -4088520.250000 Penalty: 3441.099121
	Iteration 75Q: 3 clusters Score -4088520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -4088518.250000 Penalty: 3441.099121
	Iteration 76Q: 3 clusters Score -4088518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -4088518.500000 Penalty: 3441.099121
	Iteration 77Q: 3 clusters Score -4088518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -4088519.750000 Penalty: 3441.099121
	Iteration 78Q: 3 clusters Score -4088520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -4088516.000000 Penalty: 3441.099121
	Iteration 79Q: 3 clusters Score -4088516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -4088514.750000 Penalty: 3441.099121
	Iteration 80F: 3 clusters Score -4088515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -4088516.500000 Penalty: 3441.099121
	Iteration 81Q: 3 clusters Score -4088516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -4088516.500000 Penalty: 3441.099121
	Iteration 82F: 3 clusters Score -4088516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30712 members 
Mstep: Class 3 contains 180504 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 49376 members 
Mstep: Class 7 contains 72213 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 10 contains 303074 members 
Mstep: Class 12 contains 22507 members 
Mstep: Class 13 contains 218755 members 
Mstep: Class 14 contains 2669 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 10729 members 
Mstep: Class 20 contains 39656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118464.000000 Penalty: 33526.671875
Iteration 119Q: 16 clusters Score -9.411846e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30723 members 
Mstep: Class 3 contains 180526 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 49359 members 
Mstep: Class 7 contains 72198 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 10 contains 303092 members 
Mstep: Class 12 contains 22514 members 
Mstep: Class 13 contains 218741 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 2611 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 10712 members 
Mstep: Class 20 contains 39670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118448.000000 Penalty: 33526.671875
Iteration 120F: 16 clusters Score -9.411845e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30734 members 
Mstep: Class 3 contains 180534 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 2032 members 
Mstep: Class 6 contains 49340 members 
Mstep: Class 7 contains 72187 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 10 contains 303102 members 
Mstep: Class 12 contains 22531 members 
Mstep: Class 13 contains 218732 members 
Mstep: Class 14 contains 2669 members 
Mstep: Class 15 contains 2614 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 10697 members 
Mstep: Class 20 contains 39674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118520.000000 Penalty: 33526.671875
Iteration 121Q: 16 clusters Score -9.411852e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30741 members 
Mstep: Class 3 contains 180544 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 49336 members 
Mstep: Class 7 contains 72168 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 10 contains 303097 members 
Mstep: Class 12 contains 22543 members 
Mstep: Class 13 contains 218739 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 10683 members 
Mstep: Class 20 contains 39681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118448.000000 Penalty: 33526.671875
Iteration 122Q: 16 clusters Score -9.411845e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30744 members 
Mstep: Class 3 contains 180567 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 2021 members 
Mstep: Class 6 contains 49334 members 
Mstep: Class 7 contains 72156 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 10 contains 303099 members 
Mstep: Class 12 contains 22561 members 
Mstep: Class 13 contains 218730 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 10662 members 
Mstep: Class 20 contains 39684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118448.000000 Penalty: 33526.671875
Iteration 123Q: 16 clusters Score -9.411845e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30746 members 
Mstep: Class 3 contains 180588 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 49329 members 
Mstep: Class 7 contains 72143 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 10 contains 303104 members 
Mstep: Class 12 contains 22580 members 
Mstep: Class 13 contains 218720 members 
Mstep: Class 14 contains 2673 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 10638 members 
Mstep: Class 20 contains 39685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118544.000000 Penalty: 33526.671875
Iteration 124Q: 16 clusters Score -9.411854e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30749 members 
Mstep: Class 3 contains 180646 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 2018 members 
Mstep: Class 6 contains 49321 members 
Mstep: Class 7 contains 72129 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 10 contains 303085 members 
Mstep: Class 12 contains 22592 members 
Mstep: Class 13 contains 218716 members 
Mstep: Class 14 contains 2673 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 18 contains 2050 members 
Mstep: Class 19 contains 10615 members 
Mstep: Class 20 contains 39689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118560.000000 Penalty: 33526.671875
Iteration 125Q: 16 clusters Score -9.411856e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30753 members 
Mstep: Class 3 contains 180693 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 49312 members 
Mstep: Class 7 contains 72111 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 10 contains 303058 members 
Mstep: Class 12 contains 22608 members 
Mstep: Class 13 contains 218715 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 15 contains 2597 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10599 members 
Mstep: Class 20 contains 39697 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 16 clusters Score -9.411858e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30763 members 
Mstep: Class 3 contains 180722 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 49301 members 
Mstep: Class 7 contains 72090 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 10 contains 303063 members 
Mstep: Class 12 contains 22618 members 
Mstep: Class 13 contains 218712 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 15 contains 2594 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 20 contains 39703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118600.000000 Penalty: 33526.671875
Iteration 127Q: 16 clusters Score -9.41186e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30772 members 
Mstep: Class 3 contains 180744 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 49295 members 
Mstep: Class 7 contains 72074 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 10 contains 303062 members 
Mstep: Class 12 contains 22626 members 
Mstep: Class 13 contains 218716 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 15 contains 2586 members 
Mstep: Class 18 contains 2050 members 
Mstep: Class 19 contains 10568 members 
Mstep: Class 20 contains 39712 members 
Entering Unmasked Estep 
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Iteration 128Q: 16 clusters Score -9.41187e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30769 members 
Mstep: Class 3 contains 180760 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 49289 members 
Mstep: Class 7 contains 72055 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 10 contains 303064 members 
Mstep: Class 12 contains 22639 members 
Mstep: Class 13 contains 218722 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 15 contains 2579 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 16 clusters Score -9.411858e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30776 members 
Mstep: Class 3 contains 180787 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 49286 members 
Mstep: Class 7 contains 72037 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 10 contains 303049 members 
Mstep: Class 12 contains 22652 members 
Mstep: Class 13 contains 218715 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 39730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118560.000000 Penalty: 33526.671875
Iteration 130Q: 16 clusters Score -9.411856e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30775 members 
Mstep: Class 3 contains 180796 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 49285 members 
Mstep: Class 7 contains 72018 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 10 contains 303050 members 
Mstep: Class 12 contains 22666 members 
Mstep: Class 13 contains 218710 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 15 contains 2577 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 10536 members 
Mstep: Class 20 contains 39744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118512.000000 Penalty: 33526.671875
Iteration 131Q: 16 clusters Score -9.411851e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30782 members 
Mstep: Class 3 contains 180794 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 49287 members 
Mstep: Class 7 contains 72002 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 10 contains 303036 members 
Mstep: Class 12 contains 22680 members 
Mstep: Class 13 contains 218725 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 2579 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10525 members 
Mstep: Class 20 contains 39752 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 16 clusters Score -9.411837e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 180804 members 
Mstep: Class 4 contains 2458 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 49289 members 
Mstep: Class 7 contains 71984 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 10 contains 303034 members 
Mstep: Class 12 contains 22694 members 
Mstep: Class 13 contains 218731 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2577 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 10515 members 
Mstep: Class 20 contains 39751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 16 clusters Score -9.41185e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30799 members 
Mstep: Class 3 contains 180821 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 2006 members 
Mstep: Class 6 contains 49291 members 
Mstep: Class 7 contains 71963 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 10 contains 303026 members 
Mstep: Class 12 contains 22710 members 
Mstep: Class 13 contains 218737 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 10508 members 
Mstep: Class 20 contains 39748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118536.000000 Penalty: 33526.671875
Iteration 134Q: 16 clusters Score -9.411854e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 180831 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1999 members 
Mstep: Class 6 contains 49294 members 
Mstep: Class 7 contains 71954 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303008 members 
Mstep: Class 12 contains 22718 members 
Mstep: Class 13 contains 218751 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 10498 members 
Mstep: Class 20 contains 39751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118496.000000 Penalty: 33526.671875
Iteration 135Q: 16 clusters Score -9.41185e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30796 members 
Mstep: Class 3 contains 180854 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 49305 members 
Mstep: Class 7 contains 71944 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302980 members 
Mstep: Class 12 contains 22723 members 
Mstep: Class 13 contains 218762 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 10491 members 
Mstep: Class 20 contains 39759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118384.000000 Penalty: 33526.671875
Iteration 136Q: 16 clusters Score -9.411838e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30794 members 
Mstep: Class 3 contains 180880 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 49315 members 
Mstep: Class 7 contains 71942 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302943 members 
Mstep: Class 12 contains 22728 members 
Mstep: Class 13 contains 218776 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 10483 members 
Mstep: Class 20 contains 39761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118464.000000 Penalty: 33526.671875
Iteration 137Q: 16 clusters Score -9.411846e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30793 members 
Mstep: Class 3 contains 180927 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 49316 members 
Mstep: Class 7 contains 71932 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302914 members 
Mstep: Class 12 contains 22738 members 
Mstep: Class 13 contains 218754 members 
Mstep: Class 14 contains 2681 members 
Mstep: Class 15 contains 2569 members 
Mstep: Class 18 contains 2050 members 
Mstep: Class 19 contains 10479 members 
Mstep: Class 20 contains 39767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118384.000000 Penalty: 33526.671875
Iteration 138Q: 16 clusters Score -9.411838e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30795 members 
Mstep: Class 3 contains 180967 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 49313 members 
Mstep: Class 7 contains 71931 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302930 members 
Mstep: Class 12 contains 22742 members 
Mstep: Class 13 contains 218705 members 
Mstep: Class 14 contains 2681 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 10472 members 
Mstep: Class 20 contains 39771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118488.000000 Penalty: 33526.671875
Iteration 139Q: 16 clusters Score -9.411849e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 181009 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 49309 members 
Mstep: Class 7 contains 71929 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 10 contains 302921 members 
Mstep: Class 12 contains 22745 members 
Mstep: Class 13 contains 218676 members 
Mstep: Class 14 contains 2680 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 10468 members 
Mstep: Class 20 contains 39769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118528.000000 Penalty: 33526.671875
Iteration 140F: 16 clusters Score -9.411853e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30802 members 
Mstep: Class 3 contains 181056 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 49312 members 
Mstep: Class 7 contains 71925 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302902 members 
Mstep: Class 12 contains 22749 members 
Mstep: Class 13 contains 218661 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 18 contains 2057 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 39761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118432.000000 Penalty: 33526.671875
Iteration 141Q: 16 clusters Score -9.411843e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30803 members 
Mstep: Class 3 contains 181098 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 49306 members 
Mstep: Class 7 contains 71928 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302870 members 
Mstep: Class 12 contains 22755 members 
Mstep: Class 13 contains 218655 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 39755 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 16 clusters Score -9.411847e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30806 members 
Mstep: Class 3 contains 181144 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 49306 members 
Mstep: Class 7 contains 71919 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302838 members 
Mstep: Class 12 contains 22755 members 
Mstep: Class 13 contains 218659 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 18 contains 2057 members 
Mstep: Class 19 contains 10457 members 
Mstep: Class 20 contains 39749 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 16 clusters Score -9.411843e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30806 members 
Mstep: Class 3 contains 181180 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 49302 members 
Mstep: Class 7 contains 71912 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302803 members 
Mstep: Class 12 contains 22755 members 
Mstep: Class 13 contains 218675 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 39745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118424.000000 Penalty: 33526.671875
Iteration 144Q: 16 clusters Score -9.411842e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30805 members 
Mstep: Class 3 contains 181213 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 49297 members 
Mstep: Class 7 contains 71897 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302782 members 
Mstep: Class 12 contains 22755 members 
Mstep: Class 13 contains 218684 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 10455 members 
Mstep: Class 20 contains 39745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118560.000000 Penalty: 33526.671875
Iteration 145Q: 16 clusters Score -9.411856e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 181249 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 49291 members 
Mstep: Class 7 contains 71883 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302751 members 
Mstep: Class 12 contains 22761 members 
Mstep: Class 13 contains 218698 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 39744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118664.000000 Penalty: 33526.671875
Iteration 146Q: 16 clusters Score -9.411866e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30797 members 
Mstep: Class 3 contains 181287 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 49283 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302720 members 
Mstep: Class 12 contains 22765 members 
Mstep: Class 13 contains 218709 members 
Mstep: Class 14 contains 2681 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2050 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 39740 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 16 clusters Score -9.411878e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30798 members 
Mstep: Class 3 contains 181319 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 49277 members 
Mstep: Class 7 contains 71880 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302705 members 
Mstep: Class 12 contains 22772 members 
Mstep: Class 13 contains 218697 members 
Mstep: Class 14 contains 2681 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 39731 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 16 clusters Score -9.41189e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30797 members 
Mstep: Class 3 contains 181340 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 49278 members 
Mstep: Class 7 contains 71879 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302694 members 
Mstep: Class 12 contains 22774 members 
Mstep: Class 13 contains 218688 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 20 contains 39727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118904.000000 Penalty: 33526.671875
Iteration 149Q: 16 clusters Score -9.41189e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30799 members 
Mstep: Class 3 contains 181371 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 49276 members 
Mstep: Class 7 contains 71870 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 10 contains 302693 members 
Mstep: Class 12 contains 22773 members 
Mstep: Class 13 contains 218671 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10450 members 
Mstep: Class 20 contains 39725 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 150Q: 16 clusters Score -9.411879e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30796 members 
Mstep: Class 3 contains 181398 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 49278 members 
Mstep: Class 7 contains 71863 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 10 contains 302706 members 
Mstep: Class 12 contains 22771 members 
Mstep: Class 13 contains 218642 members 
Mstep: Class 14 contains 2683 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10449 members 
Mstep: Class 20 contains 39724 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 16 clusters Score -9.41189e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30796 members 
Mstep: Class 3 contains 181418 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 49275 members 
Mstep: Class 7 contains 71860 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 10 contains 302723 members 
Mstep: Class 12 contains 22772 members 
Mstep: Class 13 contains 218609 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10448 members 
Mstep: Class 20 contains 39724 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 16 clusters Score -9.411889e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30797 members 
Mstep: Class 3 contains 181443 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49278 members 
Mstep: Class 7 contains 71852 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302737 members 
Mstep: Class 12 contains 22775 members 
Mstep: Class 13 contains 218577 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 39723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118824.000000 Penalty: 33526.671875
Iteration 153Q: 16 clusters Score -9.411882e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30798 members 
Mstep: Class 3 contains 181469 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 49275 members 
Mstep: Class 7 contains 71841 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302752 members 
Mstep: Class 12 contains 22777 members 
Mstep: Class 13 contains 218563 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 20 contains 39715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118880.000000 Penalty: 33526.671875
Iteration 154Q: 16 clusters Score -9.411888e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30802 members 
Mstep: Class 3 contains 181484 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 49275 members 
Mstep: Class 7 contains 71830 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302760 members 
Mstep: Class 12 contains 22778 members 
Mstep: Class 13 contains 218545 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 20 contains 39718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118888.000000 Penalty: 33526.671875
Iteration 155Q: 16 clusters Score -9.411889e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30802 members 
Mstep: Class 3 contains 181503 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 49274 members 
Mstep: Class 7 contains 71818 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302777 members 
Mstep: Class 12 contains 22781 members 
Mstep: Class 13 contains 218519 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 20 contains 39716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118896.000000 Penalty: 33526.671875
Iteration 156Q: 16 clusters Score -9.41189e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30803 members 
Mstep: Class 3 contains 181520 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 49275 members 
Mstep: Class 7 contains 71809 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302783 members 
Mstep: Class 12 contains 22784 members 
Mstep: Class 13 contains 218500 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10442 members 
Mstep: Class 20 contains 39718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118840.000000 Penalty: 33526.671875
Iteration 157Q: 16 clusters Score -9.411884e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30806 members 
Mstep: Class 3 contains 181536 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 49277 members 
Mstep: Class 7 contains 71803 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302790 members 
Mstep: Class 12 contains 22786 members 
Mstep: Class 13 contains 218477 members 
Mstep: Class 14 contains 2683 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10441 members 
Mstep: Class 20 contains 39718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118888.000000 Penalty: 33526.671875
Iteration 158Q: 16 clusters Score -9.411889e+07 nChanged 116
Entering ConstructFrom: 
Score: -94118888.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 2 (30808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Entering Unmasked Estep 
Score: -3182100.000000 Penalty: 1679.523560
	Iteration 0F: 2 clusters Score -3182100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3161318.000000 Penalty: 3359.047119
	Iteration 0F: 3 clusters Score -3161318 nChanged 14298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3169403.000000 Penalty: 3359.047119
	Iteration 1F: 3 clusters Score -3169403 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3169823.500000 Penalty: 3359.047119
	Iteration 2Q: 3 clusters Score -3169824 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3170188.000000 Penalty: 3359.047119
	Iteration 3Q: 3 clusters Score -3170188 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3170619.000000 Penalty: 3359.047119
	Iteration 4Q: 3 clusters Score -3170619 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3171144.500000 Penalty: 3359.047119
	Iteration 5Q: 3 clusters Score -3171144 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3171769.500000 Penalty: 3359.047119
	Iteration 6Q: 3 clusters Score -3171770 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3172671.500000 Penalty: 3359.047119
	Iteration 7Q: 3 clusters Score -3172672 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3173806.000000 Penalty: 3359.047119
	Iteration 8F: 3 clusters Score -3173806 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3174978.750000 Penalty: 3359.047119
	Iteration 9F: 3 clusters Score -3174979 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3176016.250000 Penalty: 3359.047119
	Iteration 10Q: 3 clusters Score -3176016 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3176517.500000 Penalty: 3359.047119
	Iteration 11Q: 3 clusters Score -3176518 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3176781.750000 Penalty: 3359.047119
	Iteration 12Q: 3 clusters Score -3176782 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -3177014.750000 Penalty: 3359.047119
	Iteration 13Q: 3 clusters Score -3177015 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3177271.750000 Penalty: 3359.047119
	Iteration 14Q: 3 clusters Score -3177272 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3177503.000000 Penalty: 3359.047119
	Iteration 15Q: 3 clusters Score -3177503 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3177751.000000 Penalty: 3359.047119
	Iteration 16Q: 3 clusters Score -3177751 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3178015.250000 Penalty: 3359.047119
	Iteration 17Q: 3 clusters Score -3178015 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3178299.250000 Penalty: 3359.047119
	Iteration 18Q: 3 clusters Score -3178299 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3178570.500000 Penalty: 3359.047119
	Iteration 19Q: 3 clusters Score -3178570 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3178835.250000 Penalty: 3359.047119
	Iteration 20F: 3 clusters Score -3178835 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3179095.500000 Penalty: 3359.047119
	Iteration 21Q: 3 clusters Score -3179096 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3179340.500000 Penalty: 3359.047119
	Iteration 22Q: 3 clusters Score -3179340 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3179559.500000 Penalty: 3359.047119
	Iteration 23Q: 3 clusters Score -3179560 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3179739.500000 Penalty: 3359.047119
	Iteration 24Q: 3 clusters Score -3179740 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3179867.250000 Penalty: 3359.047119
	Iteration 25Q: 3 clusters Score -3179867 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3179997.500000 Penalty: 3359.047119
	Iteration 26Q: 3 clusters Score -3179998 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -3180112.500000 Penalty: 3359.047119
	Iteration 27Q: 3 clusters Score -3180112 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -3180192.500000 Penalty: 3359.047119
	Iteration 28Q: 3 clusters Score -3180192 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3180257.000000 Penalty: 3359.047119
	Iteration 29Q: 3 clusters Score -3180257 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3180309.500000 Penalty: 3359.047119
	Iteration 30Q: 3 clusters Score -3180310 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3180365.250000 Penalty: 3359.047119
	Iteration 31Q: 3 clusters Score -3180365 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -3180408.750000 Penalty: 3359.047119
	Iteration 32Q: 3 clusters Score -3180409 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3180446.500000 Penalty: 3359.047119
	Iteration 33Q: 3 clusters Score -3180446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3180491.000000 Penalty: 3359.047119
	Iteration 34Q: 3 clusters Score -3180491 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3180527.750000 Penalty: 3359.047119
	Iteration 35Q: 3 clusters Score -3180528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -3180561.750000 Penalty: 3359.047119
	Iteration 36Q: 3 clusters Score -3180562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3180588.750000 Penalty: 3359.047119
	Iteration 37Q: 3 clusters Score -3180589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -3180617.000000 Penalty: 3359.047119
	Iteration 38Q: 3 clusters Score -3180617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3180638.250000 Penalty: 3359.047119
	Iteration 39Q: 3 clusters Score -3180638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3180668.250000 Penalty: 3359.047119
	Iteration 40F: 3 clusters Score -3180668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3180690.000000 Penalty: 3359.047119
	Iteration 41Q: 3 clusters Score -3180690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3180712.750000 Penalty: 3359.047119
	Iteration 42Q: 3 clusters Score -3180713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3180723.000000 Penalty: 3359.047119
	Iteration 43Q: 3 clusters Score -3180723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -3180741.000000 Penalty: 3359.047119
	Iteration 44Q: 3 clusters Score -3180741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3180751.750000 Penalty: 3359.047119
	Iteration 45Q: 3 clusters Score -3180752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3180768.250000 Penalty: 3359.047119
	Iteration 46Q: 3 clusters Score -3180768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -3180792.500000 Penalty: 3359.047119
	Iteration 47Q: 3 clusters Score -3180792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3180796.500000 Penalty: 3359.047119
	Iteration 48Q: 3 clusters Score -3180796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3180807.500000 Penalty: 3359.047119
	Iteration 49Q: 3 clusters Score -3180808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3180801.000000 Penalty: 3359.047119
	Iteration 50Q: 3 clusters Score -3180801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3180809.500000 Penalty: 3359.047119
	Iteration 51Q: 3 clusters Score -3180810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3180809.000000 Penalty: 3359.047119
	Iteration 52Q: 3 clusters Score -3180809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3180811.750000 Penalty: 3359.047119
	Iteration 53Q: 3 clusters Score -3180812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3180813.000000 Penalty: 3359.047119
	Iteration 54Q: 3 clusters Score -3180813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3180817.250000 Penalty: 3359.047119
	Iteration 55Q: 3 clusters Score -3180817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -3180816.750000 Penalty: 3359.047119
	Iteration 56Q: 3 clusters Score -3180817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3180817.250000 Penalty: 3359.047119
	Iteration 57Q: 3 clusters Score -3180817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3180817.250000 Penalty: 3359.047119
	Iteration 58F: 3 clusters Score -3180817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (181547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181547 members 
Entering Unmasked Estep 
Score: -18602572.000000 Penalty: 1967.756348
	Iteration 0F: 2 clusters Score -1.860257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -18482956.000000 Penalty: 3935.512695
	Iteration 0F: 3 clusters Score -1.848296e+07 nChanged 87826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -18535284.000000 Penalty: 3935.512695
	Iteration 1F: 3 clusters Score -1.853528e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -18537098.000000 Penalty: 3935.512695
	Iteration 2Q: 3 clusters Score -1.85371e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 103197 members 
Entering Unmasked Estep 
Score: -18539628.000000 Penalty: 3935.512695
	Iteration 3Q: 3 clusters Score -1.853963e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 110249 members 
Entering Unmasked Estep 
Score: -18543930.000000 Penalty: 3935.512695
	Iteration 4Q: 3 clusters Score -1.854393e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -18550772.000000 Penalty: 3935.512695
	Iteration 5F: 3 clusters Score -1.855077e+07 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 132538 members 
Entering Unmasked Estep 
Score: -18561286.000000 Penalty: 3935.512695
	Iteration 6F: 3 clusters Score -1.856129e+07 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 145528 members 
Entering Unmasked Estep 
Score: -18573658.000000 Penalty: 3935.512695
	Iteration 7F: 3 clusters Score -1.857366e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 156430 members 
Entering Unmasked Estep 
Score: -18584240.000000 Penalty: 3935.512695
	Iteration 8F: 3 clusters Score -1.858424e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 163948 members 
Entering Unmasked Estep 
Score: -18590856.000000 Penalty: 3935.512695
	Iteration 9Q: 3 clusters Score -1.859086e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 168917 members 
Entering Unmasked Estep 
Score: -18594688.000000 Penalty: 3935.512695
	Iteration 10Q: 3 clusters Score -1.859469e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 172246 members 
Entering Unmasked Estep 
Score: -18596580.000000 Penalty: 3935.512695
	Iteration 11Q: 3 clusters Score -1.859658e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 174654 members 
Entering Unmasked Estep 
Score: -18597922.000000 Penalty: 3935.512695
	Iteration 12Q: 3 clusters Score -1.859792e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 176450 members 
Entering Unmasked Estep 
Score: -18598818.000000 Penalty: 3935.512695
	Iteration 13Q: 3 clusters Score -1.859882e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 177764 members 
Entering Unmasked Estep 
Score: -18599540.000000 Penalty: 3935.512695
	Iteration 14Q: 3 clusters Score -1.859954e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 178669 members 
Entering Unmasked Estep 
Score: -18599888.000000 Penalty: 3935.512695
	Iteration 15Q: 3 clusters Score -1.859989e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 179322 members 
Entering Unmasked Estep 
Score: -18600134.000000 Penalty: 3935.512695
	Iteration 16Q: 3 clusters Score -1.860013e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 179782 members 
Entering Unmasked Estep 
Score: -18600430.000000 Penalty: 3935.512695
	Iteration 17Q: 3 clusters Score -1.860043e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 180105 members 
Entering Unmasked Estep 
Score: -18600586.000000 Penalty: 3935.512695
	Iteration 18Q: 3 clusters Score -1.860059e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 180320 members 
Entering Unmasked Estep 
Score: -18600710.000000 Penalty: 3935.512695
	Iteration 19Q: 3 clusters Score -1.860071e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 180488 members 
Entering Unmasked Estep 
Score: -18600812.000000 Penalty: 3935.512695
	Iteration 20F: 3 clusters Score -1.860081e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 180612 members 
Entering Unmasked Estep 
Score: -18600874.000000 Penalty: 3935.512695
	Iteration 21Q: 3 clusters Score -1.860087e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 180691 members 
Entering Unmasked Estep 
Score: -18600912.000000 Penalty: 3935.512695
	Iteration 22Q: 3 clusters Score -1.860091e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 180757 members 
Entering Unmasked Estep 
Score: -18600962.000000 Penalty: 3935.512695
	Iteration 23Q: 3 clusters Score -1.860096e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 180810 members 
Entering Unmasked Estep 
Score: -18601002.000000 Penalty: 3935.512695
	Iteration 24Q: 3 clusters Score -1.8601e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 180855 members 
Entering Unmasked Estep 
Score: -18601020.000000 Penalty: 3935.512695
	Iteration 25Q: 3 clusters Score -1.860102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 180879 members 
Entering Unmasked Estep 
Score: -18601020.000000 Penalty: 3935.512695
	Iteration 26Q: 3 clusters Score -1.860102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 180894 members 
Entering Unmasked Estep 
Score: -18601018.000000 Penalty: 3935.512695
	Iteration 27Q: 3 clusters Score -1.860102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 180901 members 
Entering Unmasked Estep 
Score: -18601014.000000 Penalty: 3935.512695
	Iteration 28Q: 3 clusters Score -1.860101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 180908 members 
Entering Unmasked Estep 
Score: -18601024.000000 Penalty: 3935.512695
	Iteration 29Q: 3 clusters Score -1.860102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 180913 members 
Entering Unmasked Estep 
Score: -18601040.000000 Penalty: 3935.512695
	Iteration 30Q: 3 clusters Score -1.860104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 180923 members 
Entering Unmasked Estep 
Score: -18601042.000000 Penalty: 3935.512695
	Iteration 31Q: 3 clusters Score -1.860104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 180933 members 
Entering Unmasked Estep 
Score: -18601038.000000 Penalty: 3935.512695
	Iteration 32Q: 3 clusters Score -1.860104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 180936 members 
Entering Unmasked Estep 
Score: -18601036.000000 Penalty: 3935.512695
	Iteration 33Q: 3 clusters Score -1.860104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 180939 members 
Entering Unmasked Estep 
Score: -18601042.000000 Penalty: 3935.512695
	Iteration 34Q: 3 clusters Score -1.860104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -18601046.000000 Penalty: 3935.512695
	Iteration 35Q: 3 clusters Score -1.860105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 180949 members 
Entering Unmasked Estep 
Score: -18601044.000000 Penalty: 3935.512695
	Iteration 36Q: 3 clusters Score -1.860104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 180951 members 
Entering Unmasked Estep 
Score: -18601044.000000 Penalty: 3935.512695
	Iteration 37Q: 3 clusters Score -1.860104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 180954 members 
Entering Unmasked Estep 
Score: -18601046.000000 Penalty: 3935.512695
	Iteration 38Q: 3 clusters Score -1.860105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 180957 members 
Entering Unmasked Estep 
Score: -18601056.000000 Penalty: 3935.512695
	Iteration 39Q: 3 clusters Score -1.860106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 180960 members 
Entering Unmasked Estep 
Score: -18601048.000000 Penalty: 3935.512695
	Iteration 40F: 3 clusters Score -1.860105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 180962 members 
Entering Unmasked Estep 
Score: -18601044.000000 Penalty: 3935.512695
	Iteration 41Q: 3 clusters Score -1.860104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 180966 members 
Entering Unmasked Estep 
Score: -18601044.000000 Penalty: 3935.512695
	Iteration 42Q: 3 clusters Score -1.860104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 180971 members 
Entering Unmasked Estep 
Score: -18601038.000000 Penalty: 3935.512695
	Iteration 43Q: 3 clusters Score -1.860104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 180972 members 
Entering Unmasked Estep 
Score: -18601040.000000 Penalty: 3935.512695
	Iteration 44Q: 3 clusters Score -1.860104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 180971 members 
Entering Unmasked Estep 
Score: -18601046.000000 Penalty: 3935.512695
	Iteration 45Q: 3 clusters Score -1.860105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 180973 members 
Entering Unmasked Estep 
Score: -18601044.000000 Penalty: 3935.512695
	Iteration 46Q: 3 clusters Score -1.860104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 180975 members 
Entering Unmasked Estep 
Score: -18601052.000000 Penalty: 3935.512695
	Iteration 47Q: 3 clusters Score -1.860105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -18601058.000000 Penalty: 3935.512695
	Iteration 48Q: 3 clusters Score -1.860106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -18601044.000000 Penalty: 3935.512695
	Iteration 49Q: 3 clusters Score -1.860104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -18601044.000000 Penalty: 3935.512695
	Iteration 50F: 3 clusters Score -1.860104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -238117.203125 Penalty: 1268.257202
	Iteration 0F: 2 clusters Score -238117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -235817.093750 Penalty: 2536.514404
	Iteration 0F: 3 clusters Score -235817.1 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -236366.437500 Penalty: 2536.514404
	Iteration 1F: 3 clusters Score -236366.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -236522.406250 Penalty: 2536.514404
	Iteration 2F: 3 clusters Score -236522.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -236683.125000 Penalty: 2536.514404
	Iteration 3F: 3 clusters Score -236683.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -236887.187500 Penalty: 2536.514404
	Iteration 4F: 3 clusters Score -236887.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -237084.078125 Penalty: 2536.514404
	Iteration 5F: 3 clusters Score -237084.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -237199.093750 Penalty: 2536.514404
	Iteration 6F: 3 clusters Score -237199.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -237285.265625 Penalty: 2536.514404
	Iteration 7Q: 3 clusters Score -237285.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -237341.250000 Penalty: 2536.514404
	Iteration 8Q: 3 clusters Score -237341.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -237403.390625 Penalty: 2536.514404
	Iteration 9Q: 3 clusters Score -237403.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -237447.125000 Penalty: 2536.514404
	Iteration 10Q: 3 clusters Score -237447.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -237489.156250 Penalty: 2536.514404
	Iteration 11Q: 3 clusters Score -237489.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -237529.437500 Penalty: 2536.514404
	Iteration 12Q: 3 clusters Score -237529.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -237571.859375 Penalty: 2536.514404
	Iteration 13Q: 3 clusters Score -237571.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -237632.656250 Penalty: 2536.514404
	Iteration 14Q: 3 clusters Score -237632.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -237680.218750 Penalty: 2536.514404
	Iteration 15Q: 3 clusters Score -237680.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -237721.468750 Penalty: 2536.514404
	Iteration 16Q: 3 clusters Score -237721.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -237750.625000 Penalty: 2536.514404
	Iteration 17Q: 3 clusters Score -237750.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -237770.375000 Penalty: 2536.514404
	Iteration 18Q: 3 clusters Score -237770.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -237784.625000 Penalty: 2536.514404
	Iteration 19Q: 3 clusters Score -237784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -237799.890625 Penalty: 2536.514404
	Iteration 20F: 3 clusters Score -237799.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -237810.718750 Penalty: 2536.514404
	Iteration 21Q: 3 clusters Score -237810.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -237831.140625 Penalty: 2536.514404
	Iteration 22Q: 3 clusters Score -237831.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -237846.515625 Penalty: 2536.514404
	Iteration 23Q: 3 clusters Score -237846.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -237856.765625 Penalty: 2536.514404
	Iteration 24Q: 3 clusters Score -237856.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -237867.046875 Penalty: 2536.514404
	Iteration 25Q: 3 clusters Score -237867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -237873.578125 Penalty: 2536.514404
	Iteration 26Q: 3 clusters Score -237873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -237876.125000 Penalty: 2536.514404
	Iteration 27Q: 3 clusters Score -237876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -237877.187500 Penalty: 2536.514404
	Iteration 28Q: 3 clusters Score -237877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -237877.437500 Penalty: 2536.514404
	Iteration 29Q: 3 clusters Score -237877.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -237877.437500 Penalty: 2536.514404
	Iteration 30F: 3 clusters Score -237877.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -212945.500000 Penalty: 1234.005127
	Iteration 0F: 2 clusters Score -212945.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210833.328125 Penalty: 2468.010254
	Iteration 0F: 3 clusters Score -210833.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -211273.406250 Penalty: 2468.010254
	Iteration 1F: 3 clusters Score -211273.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -211382.250000 Penalty: 2468.010254
	Iteration 2F: 3 clusters Score -211382.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -211436.468750 Penalty: 2468.010254
	Iteration 3Q: 3 clusters Score -211436.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -211472.046875 Penalty: 2468.010254
	Iteration 4Q: 3 clusters Score -211472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -211496.359375 Penalty: 2468.010254
	Iteration 5Q: 3 clusters Score -211496.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -211513.078125 Penalty: 2468.010254
	Iteration 6Q: 3 clusters Score -211513.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -211519.187500 Penalty: 2468.010254
	Iteration 7Q: 3 clusters Score -211519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -211524.234375 Penalty: 2468.010254
	Iteration 8Q: 3 clusters Score -211524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -211528.546875 Penalty: 2468.010254
	Iteration 9Q: 3 clusters Score -211528.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -211532.468750 Penalty: 2468.010254
	Iteration 10Q: 3 clusters Score -211532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -211536.171875 Penalty: 2468.010254
	Iteration 11Q: 3 clusters Score -211536.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -211541.375000 Penalty: 2468.010254
	Iteration 12Q: 3 clusters Score -211541.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -211544.125000 Penalty: 2468.010254
	Iteration 13Q: 3 clusters Score -211544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -211545.531250 Penalty: 2468.010254
	Iteration 14Q: 3 clusters Score -211545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -211546.859375 Penalty: 2468.010254
	Iteration 15Q: 3 clusters Score -211546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -211548.046875 Penalty: 2468.010254
	Iteration 16Q: 3 clusters Score -211548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -211549.062500 Penalty: 2468.010254
	Iteration 17Q: 3 clusters Score -211549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -211549.718750 Penalty: 2468.010254
	Iteration 18Q: 3 clusters Score -211549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -211551.359375 Penalty: 2468.010254
	Iteration 19Q: 3 clusters Score -211551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -211552.937500 Penalty: 2468.010254
	Iteration 20F: 3 clusters Score -211552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -211554.484375 Penalty: 2468.010254
	Iteration 21Q: 3 clusters Score -211554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -211555.000000 Penalty: 2468.010254
	Iteration 22Q: 3 clusters Score -211555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -211556.437500 Penalty: 2468.010254
	Iteration 23Q: 3 clusters Score -211556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -211558.171875 Penalty: 2468.010254
	Iteration 24Q: 3 clusters Score -211558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -211561.375000 Penalty: 2468.010254
	Iteration 25Q: 3 clusters Score -211561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -211563.265625 Penalty: 2468.010254
	Iteration 26Q: 3 clusters Score -211563.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -211564.656250 Penalty: 2468.010254
	Iteration 27Q: 3 clusters Score -211564.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -211567.390625 Penalty: 2468.010254
	Iteration 28Q: 3 clusters Score -211567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -211570.156250 Penalty: 2468.010254
	Iteration 29Q: 3 clusters Score -211570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -211572.812500 Penalty: 2468.010254
	Iteration 30Q: 3 clusters Score -211572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -211572.828125 Penalty: 2468.010254
	Iteration 31Q: 3 clusters Score -211572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -211573.453125 Penalty: 2468.010254
	Iteration 32Q: 3 clusters Score -211573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -211573.812500 Penalty: 2468.010254
	Iteration 33Q: 3 clusters Score -211573.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -211573.812500 Penalty: 2468.010254
	Iteration 34F: 3 clusters Score -211573.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Entering Unmasked Estep 
Score: -5102595.000000 Penalty: 1755.853638
	Iteration 0F: 2 clusters Score -5102595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -5069522.500000 Penalty: 3511.707275
	Iteration 0F: 3 clusters Score -5069522 nChanged 23250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5082722.000000 Penalty: 3511.707275
	Iteration 1F: 3 clusters Score -5082722 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5083352.500000 Penalty: 3511.707275
	Iteration 2Q: 3 clusters Score -5083352 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5084097.500000 Penalty: 3511.707275
	Iteration 3Q: 3 clusters Score -5084098 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -5085089.500000 Penalty: 3511.707275
	Iteration 4Q: 3 clusters Score -5085090 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -5086337.500000 Penalty: 3511.707275
	Iteration 5F: 3 clusters Score -5086338 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5088140.000000 Penalty: 3511.707275
	Iteration 6F: 3 clusters Score -5088140 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5090494.000000 Penalty: 3511.707275
	Iteration 7F: 3 clusters Score -5090494 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -5093312.500000 Penalty: 3511.707275
	Iteration 8F: 3 clusters Score -5093312 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5095727.500000 Penalty: 3511.707275
	Iteration 9F: 3 clusters Score -5095728 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -5096866.500000 Penalty: 3511.707275
	Iteration 10Q: 3 clusters Score -5096866 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -5097275.000000 Penalty: 3511.707275
	Iteration 11Q: 3 clusters Score -5097275 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -5097462.000000 Penalty: 3511.707275
	Iteration 12Q: 3 clusters Score -5097462 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -5097600.500000 Penalty: 3511.707275
	Iteration 13Q: 3 clusters Score -5097600 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -5097747.500000 Penalty: 3511.707275
	Iteration 14Q: 3 clusters Score -5097748 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -5097856.500000 Penalty: 3511.707275
	Iteration 15Q: 3 clusters Score -5097856 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -5097965.500000 Penalty: 3511.707275
	Iteration 16Q: 3 clusters Score -5097966 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5098043.000000 Penalty: 3511.707275
	Iteration 17Q: 3 clusters Score -5098043 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5098134.000000 Penalty: 3511.707275
	Iteration 18Q: 3 clusters Score -5098134 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -5098188.000000 Penalty: 3511.707275
	Iteration 19Q: 3 clusters Score -5098188 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -5098300.500000 Penalty: 3511.707275
	Iteration 20F: 3 clusters Score -5098300 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -5098408.500000 Penalty: 3511.707275
	Iteration 21Q: 3 clusters Score -5098408 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -5098481.000000 Penalty: 3511.707275
	Iteration 22Q: 3 clusters Score -5098481 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -5098570.000000 Penalty: 3511.707275
	Iteration 23Q: 3 clusters Score -5098570 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -5098667.000000 Penalty: 3511.707275
	Iteration 24Q: 3 clusters Score -5098667 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -5098770.000000 Penalty: 3511.707275
	Iteration 25Q: 3 clusters Score -5098770 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -5098886.000000 Penalty: 3511.707275
	Iteration 26Q: 3 clusters Score -5098886 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -5098998.500000 Penalty: 3511.707275
	Iteration 27Q: 3 clusters Score -5098998 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -5099070.000000 Penalty: 3511.707275
	Iteration 28Q: 3 clusters Score -5099070 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5099175.500000 Penalty: 3511.707275
	Iteration 29Q: 3 clusters Score -5099176 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -5099275.000000 Penalty: 3511.707275
	Iteration 30Q: 3 clusters Score -5099275 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -5099394.000000 Penalty: 3511.707275
	Iteration 31Q: 3 clusters Score -5099394 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -5099533.000000 Penalty: 3511.707275
	Iteration 32Q: 3 clusters Score -5099533 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -5099641.500000 Penalty: 3511.707275
	Iteration 33Q: 3 clusters Score -5099642 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -5099743.000000 Penalty: 3511.707275
	Iteration 34Q: 3 clusters Score -5099743 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -5099820.500000 Penalty: 3511.707275
	Iteration 35Q: 3 clusters Score -5099820 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -5099916.000000 Penalty: 3511.707275
	Iteration 36Q: 3 clusters Score -5099916 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -5099990.500000 Penalty: 3511.707275
	Iteration 37Q: 3 clusters Score -5099990 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -5100080.000000 Penalty: 3511.707275
	Iteration 38Q: 3 clusters Score -5100080 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -5100164.500000 Penalty: 3511.707275
	Iteration 39Q: 3 clusters Score -5100164 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -5100270.000000 Penalty: 3511.707275
	Iteration 40F: 3 clusters Score -5100270 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -5100354.000000 Penalty: 3511.707275
	Iteration 41Q: 3 clusters Score -5100354 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -5100469.500000 Penalty: 3511.707275
	Iteration 42Q: 3 clusters Score -5100470 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -5100545.500000 Penalty: 3511.707275
	Iteration 43Q: 3 clusters Score -5100546 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -5100617.500000 Penalty: 3511.707275
	Iteration 44Q: 3 clusters Score -5100618 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -5100699.000000 Penalty: 3511.707275
	Iteration 45Q: 3 clusters Score -5100699 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -5100767.000000 Penalty: 3511.707275
	Iteration 46Q: 3 clusters Score -5100767 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5100835.500000 Penalty: 3511.707275
	Iteration 47Q: 3 clusters Score -5100836 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5100886.000000 Penalty: 3511.707275
	Iteration 48Q: 3 clusters Score -5100886 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5100952.500000 Penalty: 3511.707275
	Iteration 49Q: 3 clusters Score -5100952 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5101002.000000 Penalty: 3511.707275
	Iteration 50Q: 3 clusters Score -5101002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5101044.500000 Penalty: 3511.707275
	Iteration 51Q: 3 clusters Score -5101044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5101084.500000 Penalty: 3511.707275
	Iteration 52Q: 3 clusters Score -5101084 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5101119.000000 Penalty: 3511.707275
	Iteration 53Q: 3 clusters Score -5101119 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5101160.000000 Penalty: 3511.707275
	Iteration 54Q: 3 clusters Score -5101160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5101196.500000 Penalty: 3511.707275
	Iteration 55Q: 3 clusters Score -5101196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5101217.500000 Penalty: 3511.707275
	Iteration 56Q: 3 clusters Score -5101218 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5101223.500000 Penalty: 3511.707275
	Iteration 57Q: 3 clusters Score -5101224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5101257.500000 Penalty: 3511.707275
	Iteration 58Q: 3 clusters Score -5101258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5101268.500000 Penalty: 3511.707275
	Iteration 59Q: 3 clusters Score -5101268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5101287.500000 Penalty: 3511.707275
	Iteration 60F: 3 clusters Score -5101288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5101304.000000 Penalty: 3511.707275
	Iteration 61Q: 3 clusters Score -5101304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5101309.000000 Penalty: 3511.707275
	Iteration 62Q: 3 clusters Score -5101309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5101320.500000 Penalty: 3511.707275
	Iteration 63Q: 3 clusters Score -5101320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5101330.000000 Penalty: 3511.707275
	Iteration 64Q: 3 clusters Score -5101330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5101337.000000 Penalty: 3511.707275
	Iteration 65Q: 3 clusters Score -5101337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5101358.000000 Penalty: 3511.707275
	Iteration 66Q: 3 clusters Score -5101358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5101376.500000 Penalty: 3511.707275
	Iteration 67Q: 3 clusters Score -5101376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5101375.000000 Penalty: 3511.707275
	Iteration 68Q: 3 clusters Score -5101375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5101394.000000 Penalty: 3511.707275
	Iteration 69Q: 3 clusters Score -5101394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5101399.500000 Penalty: 3511.707275
	Iteration 70Q: 3 clusters Score -5101400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5101403.500000 Penalty: 3511.707275
	Iteration 71Q: 3 clusters Score -5101404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5101428.500000 Penalty: 3511.707275
	Iteration 72Q: 3 clusters Score -5101428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5101440.000000 Penalty: 3511.707275
	Iteration 73Q: 3 clusters Score -5101440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5101448.500000 Penalty: 3511.707275
	Iteration 74Q: 3 clusters Score -5101448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5101461.500000 Penalty: 3511.707275
	Iteration 75Q: 3 clusters Score -5101462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5101468.500000 Penalty: 3511.707275
	Iteration 76Q: 3 clusters Score -5101468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5101468.500000 Penalty: 3511.707275
	Iteration 77Q: 3 clusters Score -5101468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5101474.000000 Penalty: 3511.707275
	Iteration 78Q: 3 clusters Score -5101474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5101473.500000 Penalty: 3511.707275
	Iteration 79Q: 3 clusters Score -5101474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5101471.500000 Penalty: 3511.707275
	Iteration 80F: 3 clusters Score -5101472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5101478.500000 Penalty: 3511.707275
	Iteration 81Q: 3 clusters Score -5101478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5101472.000000 Penalty: 3511.707275
	Iteration 82Q: 3 clusters Score -5101472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5101472.000000 Penalty: 3511.707275
	Iteration 83Q: 3 clusters Score -5101472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5101471.000000 Penalty: 3511.707275
	Iteration 84Q: 3 clusters Score -5101471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5101473.000000 Penalty: 3511.707275
	Iteration 85Q: 3 clusters Score -5101473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5101473.000000 Penalty: 3511.707275
	Iteration 86Q: 3 clusters Score -5101473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5101472.000000 Penalty: 3511.707275
	Iteration 87Q: 3 clusters Score -5101472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5101470.500000 Penalty: 3511.707275
	Iteration 88Q: 3 clusters Score -5101470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5101477.000000 Penalty: 3511.707275
	Iteration 89Q: 3 clusters Score -5101477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5101480.500000 Penalty: 3511.707275
	Iteration 90Q: 3 clusters Score -5101480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5101474.000000 Penalty: 3511.707275
	Iteration 91Q: 3 clusters Score -5101474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5101484.000000 Penalty: 3511.707275
	Iteration 92Q: 3 clusters Score -5101484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5101483.000000 Penalty: 3511.707275
	Iteration 93Q: 3 clusters Score -5101483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5101480.000000 Penalty: 3511.707275
	Iteration 94Q: 3 clusters Score -5101480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5101476.000000 Penalty: 3511.707275
	Iteration 95Q: 3 clusters Score -5101476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5101482.500000 Penalty: 3511.707275
	Iteration 96Q: 3 clusters Score -5101482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5101486.000000 Penalty: 3511.707275
	Iteration 97Q: 3 clusters Score -5101486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5101484.500000 Penalty: 3511.707275
	Iteration 98Q: 3 clusters Score -5101484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5101482.000000 Penalty: 3511.707275
	Iteration 99Q: 3 clusters Score -5101482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5101490.000000 Penalty: 3511.707275
	Iteration 100F: 3 clusters Score -5101490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5101490.000000 Penalty: 3511.707275
	Iteration 101Q: 3 clusters Score -5101490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5101484.500000 Penalty: 3511.707275
	Iteration 102Q: 3 clusters Score -5101484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5101482.000000 Penalty: 3511.707275
	Iteration 103Q: 3 clusters Score -5101482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5101479.500000 Penalty: 3511.707275
	Iteration 104Q: 3 clusters Score -5101480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5101483.500000 Penalty: 3511.707275
	Iteration 105Q: 3 clusters Score -5101484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5101486.000000 Penalty: 3511.707275
	Iteration 106Q: 3 clusters Score -5101486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5101486.000000 Penalty: 3511.707275
	Iteration 107F: 3 clusters Score -5101486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Entering Unmasked Estep 
Score: -7151570.000000 Penalty: 1817.014160
	Iteration 0F: 2 clusters Score -7151570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -7103829.500000 Penalty: 3634.028320
	Iteration 0F: 3 clusters Score -7103830 nChanged 33891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -7123225.500000 Penalty: 3634.028320
	Iteration 1F: 3 clusters Score -7123226 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -7123815.000000 Penalty: 3634.028320
	Iteration 2Q: 3 clusters Score -7123815 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -7124578.500000 Penalty: 3634.028320
	Iteration 3Q: 3 clusters Score -7124578 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7125568.000000 Penalty: 3634.028320
	Iteration 4Q: 3 clusters Score -7125568 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -7126907.500000 Penalty: 3634.028320
	Iteration 5Q: 3 clusters Score -7126908 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -7128906.000000 Penalty: 3634.028320
	Iteration 6F: 3 clusters Score -7128906 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -7131677.500000 Penalty: 3634.028320
	Iteration 7F: 3 clusters Score -7131678 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -7135382.000000 Penalty: 3634.028320
	Iteration 8F: 3 clusters Score -7135382 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -7139508.500000 Penalty: 3634.028320
	Iteration 9F: 3 clusters Score -7139508 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -7143506.000000 Penalty: 3634.028320
	Iteration 10F: 3 clusters Score -7143506 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -7146494.500000 Penalty: 3634.028320
	Iteration 11Q: 3 clusters Score -7146494 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -7148297.000000 Penalty: 3634.028320
	Iteration 12Q: 3 clusters Score -7148297 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 70506 members 
Entering Unmasked Estep 
Score: -7149183.500000 Penalty: 3634.028320
	Iteration 13Q: 3 clusters Score -7149184 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -7149584.500000 Penalty: 3634.028320
	Iteration 14Q: 3 clusters Score -7149584 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -7149758.000000 Penalty: 3634.028320
	Iteration 15Q: 3 clusters Score -7149758 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -7149854.500000 Penalty: 3634.028320
	Iteration 16Q: 3 clusters Score -7149854 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -7149929.500000 Penalty: 3634.028320
	Iteration 17Q: 3 clusters Score -7149930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -7149959.500000 Penalty: 3634.028320
	Iteration 18Q: 3 clusters Score -7149960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -7149992.000000 Penalty: 3634.028320
	Iteration 19Q: 3 clusters Score -7149992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -7150025.500000 Penalty: 3634.028320
	Iteration 20F: 3 clusters Score -7150026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -7150026.000000 Penalty: 3634.028320
	Iteration 21Q: 3 clusters Score -7150026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -7150037.500000 Penalty: 3634.028320
	Iteration 22Q: 3 clusters Score -7150038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -7150044.500000 Penalty: 3634.028320
	Iteration 23Q: 3 clusters Score -7150044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -7150051.500000 Penalty: 3634.028320
	Iteration 24Q: 3 clusters Score -7150052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -7150054.000000 Penalty: 3634.028320
	Iteration 25Q: 3 clusters Score -7150054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -7150052.000000 Penalty: 3634.028320
	Iteration 26Q: 3 clusters Score -7150052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -7150059.500000 Penalty: 3634.028320
	Iteration 27Q: 3 clusters Score -7150060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -7150058.000000 Penalty: 3634.028320
	Iteration 28Q: 3 clusters Score -7150058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -7150060.000000 Penalty: 3634.028320
	Iteration 29Q: 3 clusters Score -7150060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -7150064.000000 Penalty: 3634.028320
	Iteration 30Q: 3 clusters Score -7150064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -7150064.000000 Penalty: 3634.028320
	Iteration 31F: 3 clusters Score -7150064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -134474.906250 Penalty: 1184.339722
	Iteration 0F: 2 clusters Score -134474.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -132760.781250 Penalty: 2368.679443
	Iteration 0F: 3 clusters Score -132760.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -133263.031250 Penalty: 2368.679443
	Iteration 1F: 3 clusters Score -133263 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -133435.265625 Penalty: 2368.679443
	Iteration 2F: 3 clusters Score -133435.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -133525.500000 Penalty: 2368.679443
	Iteration 3F: 3 clusters Score -133525.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -133591.328125 Penalty: 2368.679443
	Iteration 4Q: 3 clusters Score -133591.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -133681.921875 Penalty: 2368.679443
	Iteration 5Q: 3 clusters Score -133681.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133781.734375 Penalty: 2368.679443
	Iteration 6Q: 3 clusters Score -133781.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -133852.234375 Penalty: 2368.679443
	Iteration 7Q: 3 clusters Score -133852.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -133904.750000 Penalty: 2368.679443
	Iteration 8Q: 3 clusters Score -133904.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -133935.250000 Penalty: 2368.679443
	Iteration 9Q: 3 clusters Score -133935.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133959.671875 Penalty: 2368.679443
	Iteration 10Q: 3 clusters Score -133959.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -133978.890625 Penalty: 2368.679443
	Iteration 11Q: 3 clusters Score -133978.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -133987.140625 Penalty: 2368.679443
	Iteration 12Q: 3 clusters Score -133987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -133993.062500 Penalty: 2368.679443
	Iteration 13Q: 3 clusters Score -133993.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134001.375000 Penalty: 2368.679443
	Iteration 14Q: 3 clusters Score -134001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134009.796875 Penalty: 2368.679443
	Iteration 15Q: 3 clusters Score -134009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -134016.046875 Penalty: 2368.679443
	Iteration 16Q: 3 clusters Score -134016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -134024.828125 Penalty: 2368.679443
	Iteration 17Q: 3 clusters Score -134024.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134035.921875 Penalty: 2368.679443
	Iteration 18Q: 3 clusters Score -134035.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -134047.484375 Penalty: 2368.679443
	Iteration 19Q: 3 clusters Score -134047.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -134058.078125 Penalty: 2368.679443
	Iteration 20F: 3 clusters Score -134058.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134064.656250 Penalty: 2368.679443
	Iteration 21Q: 3 clusters Score -134064.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134070.828125 Penalty: 2368.679443
	Iteration 22Q: 3 clusters Score -134070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134074.250000 Penalty: 2368.679443
	Iteration 23Q: 3 clusters Score -134074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134077.062500 Penalty: 2368.679443
	Iteration 24Q: 3 clusters Score -134077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -134081.921875 Penalty: 2368.679443
	Iteration 25Q: 3 clusters Score -134081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -134088.015625 Penalty: 2368.679443
	Iteration 26Q: 3 clusters Score -134088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -134096.234375 Penalty: 2368.679443
	Iteration 27Q: 3 clusters Score -134096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -134101.171875 Penalty: 2368.679443
	Iteration 28Q: 3 clusters Score -134101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134106.125000 Penalty: 2368.679443
	Iteration 29Q: 3 clusters Score -134106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134107.406250 Penalty: 2368.679443
	Iteration 30Q: 3 clusters Score -134107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134108.562500 Penalty: 2368.679443
	Iteration 31Q: 3 clusters Score -134108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -134112.812500 Penalty: 2368.679443
	Iteration 32Q: 3 clusters Score -134112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134115.437500 Penalty: 2368.679443
	Iteration 33Q: 3 clusters Score -134115.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -134121.234375 Penalty: 2368.679443
	Iteration 34Q: 3 clusters Score -134121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -134123.171875 Penalty: 2368.679443
	Iteration 35Q: 3 clusters Score -134123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134124.484375 Penalty: 2368.679443
	Iteration 36Q: 3 clusters Score -134124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -134125.265625 Penalty: 2368.679443
	Iteration 37Q: 3 clusters Score -134125.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -134127.828125 Penalty: 2368.679443
	Iteration 38Q: 3 clusters Score -134127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134130.890625 Penalty: 2368.679443
	Iteration 39Q: 3 clusters Score -134130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134133.812500 Penalty: 2368.679443
	Iteration 40F: 3 clusters Score -134133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134136.312500 Penalty: 2368.679443
	Iteration 41Q: 3 clusters Score -134136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134136.312500 Penalty: 2368.679443
	Iteration 42F: 3 clusters Score -134136.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (302790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302790 members 
Entering Unmasked Estep 
Score: -30796976.000000 Penalty: 2050.879150
	Iteration 0F: 2 clusters Score -3.079698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150696 members 
Mstep: Class 2 contains 152094 members 
Entering Unmasked Estep 
Score: -30594978.000000 Penalty: 4101.758301
	Iteration 0F: 3 clusters Score -3.059498e+07 nChanged 147544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130370 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -30686246.000000 Penalty: 4101.758301
	Iteration 1F: 3 clusters Score -3.068625e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 184896 members 
Entering Unmasked Estep 
Score: -30691558.000000 Penalty: 4101.758301
	Iteration 2Q: 3 clusters Score -3.069156e+07 nChanged 18449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 203167 members 
Entering Unmasked Estep 
Score: -30701604.000000 Penalty: 4101.758301
	Iteration 3F: 3 clusters Score -3.07016e+07 nChanged 24632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 227777 members 
Entering Unmasked Estep 
Score: -30720426.000000 Penalty: 4101.758301
	Iteration 4F: 3 clusters Score -3.072043e+07 nChanged 27908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 255677 members 
Entering Unmasked Estep 
Score: -30746078.000000 Penalty: 4101.758301
	Iteration 5F: 3 clusters Score -3.074608e+07 nChanged 23714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 279391 members 
Entering Unmasked Estep 
Score: -30770024.000000 Penalty: 4101.758301
	Iteration 6F: 3 clusters Score -3.077002e+07 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 293902 members 
Entering Unmasked Estep 
Score: -30786522.000000 Penalty: 4101.758301
	Iteration 7Q: 3 clusters Score -3.078652e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 300250 members 
Entering Unmasked Estep 
Score: -30793018.000000 Penalty: 4101.758301
	Iteration 8Q: 3 clusters Score -3.079302e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 302136 members 
Entering Unmasked Estep 
Score: -30794564.000000 Penalty: 4101.758301
	Iteration 9Q: 3 clusters Score -3.079456e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302551 members 
Entering Unmasked Estep 
Score: -30794914.000000 Penalty: 4101.758301
	Iteration 10Q: 3 clusters Score -3.079491e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 302628 members 
Entering Unmasked Estep 
Score: -30794992.000000 Penalty: 4101.758301
	Iteration 11Q: 3 clusters Score -3.079499e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 302652 members 
Entering Unmasked Estep 
Score: -30795076.000000 Penalty: 4101.758301
	Iteration 12Q: 3 clusters Score -3.079508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 302659 members 
Entering Unmasked Estep 
Score: -30795084.000000 Penalty: 4101.758301
	Iteration 13Q: 3 clusters Score -3.079508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 302666 members 
Entering Unmasked Estep 
Score: -30795108.000000 Penalty: 4101.758301
	Iteration 14Q: 3 clusters Score -3.079511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 302668 members 
Entering Unmasked Estep 
Score: -30795108.000000 Penalty: 4101.758301
	Iteration 15Q: 3 clusters Score -3.079511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 302668 members 
Entering Unmasked Estep 
Score: -30795126.000000 Penalty: 4101.758301
	Iteration 16Q: 3 clusters Score -3.079513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 302669 members 
Entering Unmasked Estep 
Score: -30795124.000000 Penalty: 4101.758301
	Iteration 17Q: 3 clusters Score -3.079512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 302668 members 
Entering Unmasked Estep 
Score: -30795136.000000 Penalty: 4101.758301
	Iteration 18Q: 3 clusters Score -3.079514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 302668 members 
Entering Unmasked Estep 
Score: -30795136.000000 Penalty: 4101.758301
	Iteration 19Q: 3 clusters Score -3.079514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 302667 members 
Entering Unmasked Estep 
Score: -30795144.000000 Penalty: 4101.758301
	Iteration 20F: 3 clusters Score -3.079514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 302666 members 
Entering Unmasked Estep 
Score: -30795154.000000 Penalty: 4101.758301
	Iteration 21Q: 3 clusters Score -3.079515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 302666 members 
Entering Unmasked Estep 
Score: -30795154.000000 Penalty: 4101.758301
	Iteration 22F: 3 clusters Score -3.079515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Entering Unmasked Estep 
Score: -2357266.500000 Penalty: 1630.508911
	Iteration 0F: 2 clusters Score -2357266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2341903.000000 Penalty: 3261.017822
	Iteration 0F: 3 clusters Score -2341903 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2347479.250000 Penalty: 3261.017822
	Iteration 1F: 3 clusters Score -2347479 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2347863.000000 Penalty: 3261.017822
	Iteration 2Q: 3 clusters Score -2347863 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2348336.000000 Penalty: 3261.017822
	Iteration 3Q: 3 clusters Score -2348336 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2348977.750000 Penalty: 3261.017822
	Iteration 4F: 3 clusters Score -2348978 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2349882.500000 Penalty: 3261.017822
	Iteration 5F: 3 clusters Score -2349882 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2351190.500000 Penalty: 3261.017822
	Iteration 6F: 3 clusters Score -2351190 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2352753.000000 Penalty: 3261.017822
	Iteration 7F: 3 clusters Score -2352753 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2354068.500000 Penalty: 3261.017822
	Iteration 8F: 3 clusters Score -2354068 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2354844.250000 Penalty: 3261.017822
	Iteration 9Q: 3 clusters Score -2354844 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2355261.500000 Penalty: 3261.017822
	Iteration 10Q: 3 clusters Score -2355262 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2355496.750000 Penalty: 3261.017822
	Iteration 11Q: 3 clusters Score -2355497 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2355643.750000 Penalty: 3261.017822
	Iteration 12Q: 3 clusters Score -2355644 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2355719.000000 Penalty: 3261.017822
	Iteration 13Q: 3 clusters Score -2355719 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2355774.750000 Penalty: 3261.017822
	Iteration 14Q: 3 clusters Score -2355775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2355812.000000 Penalty: 3261.017822
	Iteration 15Q: 3 clusters Score -2355812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2355832.500000 Penalty: 3261.017822
	Iteration 16Q: 3 clusters Score -2355832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2355852.750000 Penalty: 3261.017822
	Iteration 17Q: 3 clusters Score -2355853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2355859.250000 Penalty: 3261.017822
	Iteration 18Q: 3 clusters Score -2355859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2355867.750000 Penalty: 3261.017822
	Iteration 19Q: 3 clusters Score -2355868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2355869.000000 Penalty: 3261.017822
	Iteration 20F: 3 clusters Score -2355869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2355877.250000 Penalty: 3261.017822
	Iteration 21Q: 3 clusters Score -2355877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2355884.000000 Penalty: 3261.017822
	Iteration 22Q: 3 clusters Score -2355884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2355888.750000 Penalty: 3261.017822
	Iteration 23Q: 3 clusters Score -2355889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2355898.500000 Penalty: 3261.017822
	Iteration 24Q: 3 clusters Score -2355898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2355898.000000 Penalty: 3261.017822
	Iteration 25Q: 3 clusters Score -2355898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2355902.750000 Penalty: 3261.017822
	Iteration 26Q: 3 clusters Score -2355903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2355905.000000 Penalty: 3261.017822
	Iteration 27Q: 3 clusters Score -2355905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2355906.000000 Penalty: 3261.017822
	Iteration 28Q: 3 clusters Score -2355906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2355916.500000 Penalty: 3261.017822
	Iteration 29Q: 3 clusters Score -2355916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2355919.750000 Penalty: 3261.017822
	Iteration 30Q: 3 clusters Score -2355920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2355921.500000 Penalty: 3261.017822
	Iteration 31Q: 3 clusters Score -2355922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2355926.750000 Penalty: 3261.017822
	Iteration 32Q: 3 clusters Score -2355927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2355928.250000 Penalty: 3261.017822
	Iteration 33Q: 3 clusters Score -2355928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2355928.250000 Penalty: 3261.017822
	Iteration 34Q: 3 clusters Score -2355928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2355930.250000 Penalty: 3261.017822
	Iteration 35Q: 3 clusters Score -2355930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2355932.250000 Penalty: 3261.017822
	Iteration 36Q: 3 clusters Score -2355932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2355934.750000 Penalty: 3261.017822
	Iteration 37Q: 3 clusters Score -2355935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2355937.000000 Penalty: 3261.017822
	Iteration 38Q: 3 clusters Score -2355937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2355935.250000 Penalty: 3261.017822
	Iteration 39Q: 3 clusters Score -2355935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2355933.500000 Penalty: 3261.017822
	Iteration 40F: 3 clusters Score -2355934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (218465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218465 members 
Entering Unmasked Estep 
Score: -22203032.000000 Penalty: 1997.836914
	Iteration 0F: 2 clusters Score -2.220303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -22057352.000000 Penalty: 3995.673828
	Iteration 0F: 3 clusters Score -2.205735e+07 nChanged 105911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111427 members 
Mstep: Class 2 contains 107038 members 
Entering Unmasked Estep 
Score: -22120024.000000 Penalty: 3995.673828
	Iteration 1F: 3 clusters Score -2.212002e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -22121656.000000 Penalty: 3995.673828
	Iteration 2Q: 3 clusters Score -2.212166e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115360 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -22123734.000000 Penalty: 3995.673828
	Iteration 3Q: 3 clusters Score -2.212373e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119262 members 
Mstep: Class 2 contains 99203 members 
Entering Unmasked Estep 
Score: -22127092.000000 Penalty: 3995.673828
	Iteration 4Q: 3 clusters Score -2.212709e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125288 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -22133348.000000 Penalty: 3995.673828
	Iteration 5F: 3 clusters Score -2.213335e+07 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133980 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -22143936.000000 Penalty: 3995.673828
	Iteration 6F: 3 clusters Score -2.214394e+07 nChanged 16478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -22158644.000000 Penalty: 3995.673828
	Iteration 7F: 3 clusters Score -2.215864e+07 nChanged 15746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -22172814.000000 Penalty: 3995.673828
	Iteration 8F: 3 clusters Score -2.217281e+07 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160694 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -22180950.000000 Penalty: 3995.673828
	Iteration 9F: 3 clusters Score -2.218095e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -22184912.000000 Penalty: 3995.673828
	Iteration 10Q: 3 clusters Score -2.218491e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170138 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -22187330.000000 Penalty: 3995.673828
	Iteration 11Q: 3 clusters Score -2.218733e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174407 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -22189324.000000 Penalty: 3995.673828
	Iteration 12Q: 3 clusters Score -2.218932e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178252 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -22191230.000000 Penalty: 3995.673828
	Iteration 13Q: 3 clusters Score -2.219123e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181633 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -22192696.000000 Penalty: 3995.673828
	Iteration 14Q: 3 clusters Score -2.21927e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184707 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -22193882.000000 Penalty: 3995.673828
	Iteration 15Q: 3 clusters Score -2.219388e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187445 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -22194864.000000 Penalty: 3995.673828
	Iteration 16Q: 3 clusters Score -2.219486e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189949 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -22195706.000000 Penalty: 3995.673828
	Iteration 17Q: 3 clusters Score -2.219571e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192207 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -22196430.000000 Penalty: 3995.673828
	Iteration 18Q: 3 clusters Score -2.219643e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194270 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -22197060.000000 Penalty: 3995.673828
	Iteration 19Q: 3 clusters Score -2.219706e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196131 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -22197574.000000 Penalty: 3995.673828
	Iteration 20F: 3 clusters Score -2.219757e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197896 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -22198018.000000 Penalty: 3995.673828
	Iteration 21Q: 3 clusters Score -2.219802e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199459 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -22198412.000000 Penalty: 3995.673828
	Iteration 22Q: 3 clusters Score -2.219841e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200877 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -22198772.000000 Penalty: 3995.673828
	Iteration 23Q: 3 clusters Score -2.219877e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202144 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -22199098.000000 Penalty: 3995.673828
	Iteration 24Q: 3 clusters Score -2.21991e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203333 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -22199388.000000 Penalty: 3995.673828
	Iteration 25Q: 3 clusters Score -2.219939e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204501 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -22199666.000000 Penalty: 3995.673828
	Iteration 26Q: 3 clusters Score -2.219967e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205574 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -22199878.000000 Penalty: 3995.673828
	Iteration 27Q: 3 clusters Score -2.219988e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206561 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -22200074.000000 Penalty: 3995.673828
	Iteration 28Q: 3 clusters Score -2.220007e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207505 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -22200338.000000 Penalty: 3995.673828
	Iteration 29Q: 3 clusters Score -2.220034e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208364 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -22200648.000000 Penalty: 3995.673828
	Iteration 30Q: 3 clusters Score -2.220065e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209141 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -22200714.000000 Penalty: 3995.673828
	Iteration 31Q: 3 clusters Score -2.220071e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209816 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -22200884.000000 Penalty: 3995.673828
	Iteration 32Q: 3 clusters Score -2.220088e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210462 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -22200982.000000 Penalty: 3995.673828
	Iteration 33Q: 3 clusters Score -2.220098e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211054 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -22201132.000000 Penalty: 3995.673828
	Iteration 34Q: 3 clusters Score -2.220113e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211619 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -22201318.000000 Penalty: 3995.673828
	Iteration 35Q: 3 clusters Score -2.220132e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212098 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -22201396.000000 Penalty: 3995.673828
	Iteration 36Q: 3 clusters Score -2.22014e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212512 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -22201470.000000 Penalty: 3995.673828
	Iteration 37Q: 3 clusters Score -2.220147e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212932 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -22201560.000000 Penalty: 3995.673828
	Iteration 38Q: 3 clusters Score -2.220156e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213283 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -22201572.000000 Penalty: 3995.673828
	Iteration 39Q: 3 clusters Score -2.220157e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213570 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -22201650.000000 Penalty: 3995.673828
	Iteration 40F: 3 clusters Score -2.220165e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213842 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -22201692.000000 Penalty: 3995.673828
	Iteration 41Q: 3 clusters Score -2.220169e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214075 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -22201742.000000 Penalty: 3995.673828
	Iteration 42Q: 3 clusters Score -2.220174e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214289 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -22201802.000000 Penalty: 3995.673828
	Iteration 43Q: 3 clusters Score -2.22018e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214479 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -22201830.000000 Penalty: 3995.673828
	Iteration 44Q: 3 clusters Score -2.220183e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214648 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -22201852.000000 Penalty: 3995.673828
	Iteration 45Q: 3 clusters Score -2.220185e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214803 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -22201878.000000 Penalty: 3995.673828
	Iteration 46Q: 3 clusters Score -2.220188e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214939 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -22201900.000000 Penalty: 3995.673828
	Iteration 47Q: 3 clusters Score -2.22019e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215064 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -22201890.000000 Penalty: 3995.673828
	Iteration 48Q: 3 clusters Score -2.220189e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215181 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -22201894.000000 Penalty: 3995.673828
	Iteration 49Q: 3 clusters Score -2.220189e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215275 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -22201910.000000 Penalty: 3995.673828
	Iteration 50Q: 3 clusters Score -2.220191e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215356 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -22201896.000000 Penalty: 3995.673828
	Iteration 51Q: 3 clusters Score -2.22019e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215437 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -22201894.000000 Penalty: 3995.673828
	Iteration 52Q: 3 clusters Score -2.220189e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215509 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -22201890.000000 Penalty: 3995.673828
	Iteration 53Q: 3 clusters Score -2.220189e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215573 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -22201896.000000 Penalty: 3995.673828
	Iteration 54Q: 3 clusters Score -2.22019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215628 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -22201928.000000 Penalty: 3995.673828
	Iteration 55Q: 3 clusters Score -2.220193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215661 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -22201966.000000 Penalty: 3995.673828
	Iteration 56Q: 3 clusters Score -2.220197e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215691 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -22201942.000000 Penalty: 3995.673828
	Iteration 57Q: 3 clusters Score -2.220194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215717 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -22201942.000000 Penalty: 3995.673828
	Iteration 58Q: 3 clusters Score -2.220194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215740 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -22201930.000000 Penalty: 3995.673828
	Iteration 59Q: 3 clusters Score -2.220193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215759 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -22201910.000000 Penalty: 3995.673828
	Iteration 60F: 3 clusters Score -2.220191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215775 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -22201936.000000 Penalty: 3995.673828
	Iteration 61Q: 3 clusters Score -2.220194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215794 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22201930.000000 Penalty: 3995.673828
	Iteration 62Q: 3 clusters Score -2.220193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215807 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -22201914.000000 Penalty: 3995.673828
	Iteration 63Q: 3 clusters Score -2.220191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215820 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -22201942.000000 Penalty: 3995.673828
	Iteration 64Q: 3 clusters Score -2.220194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215833 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -22201944.000000 Penalty: 3995.673828
	Iteration 65Q: 3 clusters Score -2.220194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215851 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -22201944.000000 Penalty: 3995.673828
	Iteration 66Q: 3 clusters Score -2.220194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215862 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -22201960.000000 Penalty: 3995.673828
	Iteration 67Q: 3 clusters Score -2.220196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215872 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -22201952.000000 Penalty: 3995.673828
	Iteration 68Q: 3 clusters Score -2.220195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215880 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -22201944.000000 Penalty: 3995.673828
	Iteration 69Q: 3 clusters Score -2.220194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215892 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -22201958.000000 Penalty: 3995.673828
	Iteration 70Q: 3 clusters Score -2.220196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215906 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -22201950.000000 Penalty: 3995.673828
	Iteration 71Q: 3 clusters Score -2.220195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215922 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -22201958.000000 Penalty: 3995.673828
	Iteration 72Q: 3 clusters Score -2.220196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215939 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -22201986.000000 Penalty: 3995.673828
	Iteration 73Q: 3 clusters Score -2.220199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215957 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -22201980.000000 Penalty: 3995.673828
	Iteration 74Q: 3 clusters Score -2.220198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215976 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -22201984.000000 Penalty: 3995.673828
	Iteration 75Q: 3 clusters Score -2.220198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215995 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -22201976.000000 Penalty: 3995.673828
	Iteration 76Q: 3 clusters Score -2.220198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216006 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -22201966.000000 Penalty: 3995.673828
	Iteration 77Q: 3 clusters Score -2.220197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216014 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22201982.000000 Penalty: 3995.673828
	Iteration 78Q: 3 clusters Score -2.220198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216020 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -22201998.000000 Penalty: 3995.673828
	Iteration 79Q: 3 clusters Score -2.2202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216025 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -22201978.000000 Penalty: 3995.673828
	Iteration 80F: 3 clusters Score -2.220198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216028 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -22201978.000000 Penalty: 3995.673828
	Iteration 81Q: 3 clusters Score -2.220198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216032 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -22201972.000000 Penalty: 3995.673828
	Iteration 82Q: 3 clusters Score -2.220197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216042 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -22201982.000000 Penalty: 3995.673828
	Iteration 83Q: 3 clusters Score -2.220198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216046 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -22201990.000000 Penalty: 3995.673828
	Iteration 84Q: 3 clusters Score -2.220199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216048 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -22201984.000000 Penalty: 3995.673828
	Iteration 85Q: 3 clusters Score -2.220198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216054 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -22201966.000000 Penalty: 3995.673828
	Iteration 86Q: 3 clusters Score -2.220197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216062 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -22201966.000000 Penalty: 3995.673828
	Iteration 87Q: 3 clusters Score -2.220197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216064 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -22201970.000000 Penalty: 3995.673828
	Iteration 88Q: 3 clusters Score -2.220197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216067 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22201968.000000 Penalty: 3995.673828
	Iteration 89Q: 3 clusters Score -2.220197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216070 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -22201978.000000 Penalty: 3995.673828
	Iteration 90Q: 3 clusters Score -2.220198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216073 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -22201984.000000 Penalty: 3995.673828
	Iteration 91Q: 3 clusters Score -2.220198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216075 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -22201964.000000 Penalty: 3995.673828
	Iteration 92Q: 3 clusters Score -2.220196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216076 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -22201966.000000 Penalty: 3995.673828
	Iteration 93Q: 3 clusters Score -2.220197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216076 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -22201966.000000 Penalty: 3995.673828
	Iteration 94F: 3 clusters Score -2.220197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -257397.796875 Penalty: 1282.947754
	Iteration 0F: 2 clusters Score -257397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -254877.796875 Penalty: 2565.895508
	Iteration 0F: 3 clusters Score -254877.8 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -255497.359375 Penalty: 2565.895508
	Iteration 1F: 3 clusters Score -255497.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -255651.000000 Penalty: 2565.895508
	Iteration 2F: 3 clusters Score -255651 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -255769.078125 Penalty: 2565.895508
	Iteration 3F: 3 clusters Score -255769.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -255892.968750 Penalty: 2565.895508
	Iteration 4Q: 3 clusters Score -255893 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -256023.968750 Penalty: 2565.895508
	Iteration 5Q: 3 clusters Score -256024 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -256158.625000 Penalty: 2565.895508
	Iteration 6F: 3 clusters Score -256158.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -256295.234375 Penalty: 2565.895508
	Iteration 7Q: 3 clusters Score -256295.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -256386.203125 Penalty: 2565.895508
	Iteration 8Q: 3 clusters Score -256386.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -256445.953125 Penalty: 2565.895508
	Iteration 9Q: 3 clusters Score -256446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -256493.500000 Penalty: 2565.895508
	Iteration 10Q: 3 clusters Score -256493.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -256528.062500 Penalty: 2565.895508
	Iteration 11Q: 3 clusters Score -256528.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -256559.390625 Penalty: 2565.895508
	Iteration 12Q: 3 clusters Score -256559.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -256589.000000 Penalty: 2565.895508
	Iteration 13Q: 3 clusters Score -256589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -256610.734375 Penalty: 2565.895508
	Iteration 14Q: 3 clusters Score -256610.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -256622.625000 Penalty: 2565.895508
	Iteration 15Q: 3 clusters Score -256622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -256627.906250 Penalty: 2565.895508
	Iteration 16Q: 3 clusters Score -256627.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -256633.578125 Penalty: 2565.895508
	Iteration 17Q: 3 clusters Score -256633.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -256637.031250 Penalty: 2565.895508
	Iteration 18Q: 3 clusters Score -256637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -256638.843750 Penalty: 2565.895508
	Iteration 19Q: 3 clusters Score -256638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -256639.453125 Penalty: 2565.895508
	Iteration 20F: 3 clusters Score -256639.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -256641.390625 Penalty: 2565.895508
	Iteration 21Q: 3 clusters Score -256641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -256643.453125 Penalty: 2565.895508
	Iteration 22Q: 3 clusters Score -256643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -256644.453125 Penalty: 2565.895508
	Iteration 23Q: 3 clusters Score -256644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -256644.453125 Penalty: 2565.895508
	Iteration 24Q: 3 clusters Score -256644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -256644.781250 Penalty: 2565.895508
	Iteration 25Q: 3 clusters Score -256644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -256644.781250 Penalty: 2565.895508
	Iteration 26F: 3 clusters Score -256644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -262520.093750 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -262520.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -260059.781250 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -260059.8 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -260630.875000 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -260630.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -260735.390625 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -260735.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -260800.296875 Penalty: 2549.887451
	Iteration 3Q: 3 clusters Score -260800.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -260849.328125 Penalty: 2549.887451
	Iteration 4Q: 3 clusters Score -260849.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -260888.140625 Penalty: 2549.887451
	Iteration 5Q: 3 clusters Score -260888.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260916.640625 Penalty: 2549.887451
	Iteration 6Q: 3 clusters Score -260916.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -260935.625000 Penalty: 2549.887451
	Iteration 7Q: 3 clusters Score -260935.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -260951.609375 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -260951.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -260970.687500 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -260970.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -260985.765625 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -260985.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -260997.859375 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -260997.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -261009.578125 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -261009.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -261022.546875 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -261022.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -261035.046875 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -261035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -261047.234375 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -261047.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -261053.671875 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -261053.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -261063.562500 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -261063.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -261074.812500 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -261074.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -261090.140625 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -261090.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -261105.125000 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -261105.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -261117.921875 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -261117.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -261128.453125 Penalty: 2549.887451
	Iteration 22Q: 3 clusters Score -261128.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -261142.453125 Penalty: 2549.887451
	Iteration 23Q: 3 clusters Score -261142.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -261153.500000 Penalty: 2549.887451
	Iteration 24Q: 3 clusters Score -261153.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -261161.000000 Penalty: 2549.887451
	Iteration 25Q: 3 clusters Score -261161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -261176.328125 Penalty: 2549.887451
	Iteration 26Q: 3 clusters Score -261176.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -261191.031250 Penalty: 2549.887451
	Iteration 27Q: 3 clusters Score -261191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -261204.843750 Penalty: 2549.887451
	Iteration 28Q: 3 clusters Score -261204.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -261221.125000 Penalty: 2549.887451
	Iteration 29Q: 3 clusters Score -261221.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -261234.796875 Penalty: 2549.887451
	Iteration 30Q: 3 clusters Score -261234.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -261249.218750 Penalty: 2549.887451
	Iteration 31Q: 3 clusters Score -261249.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -261263.218750 Penalty: 2549.887451
	Iteration 32Q: 3 clusters Score -261263.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -261276.546875 Penalty: 2549.887451
	Iteration 33Q: 3 clusters Score -261276.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261288.562500 Penalty: 2549.887451
	Iteration 34Q: 3 clusters Score -261288.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261298.750000 Penalty: 2549.887451
	Iteration 35Q: 3 clusters Score -261298.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261308.296875 Penalty: 2549.887451
	Iteration 36Q: 3 clusters Score -261308.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -261313.906250 Penalty: 2549.887451
	Iteration 37Q: 3 clusters Score -261313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -261315.921875 Penalty: 2549.887451
	Iteration 38Q: 3 clusters Score -261315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -261317.031250 Penalty: 2549.887451
	Iteration 39Q: 3 clusters Score -261317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -261317.875000 Penalty: 2549.887451
	Iteration 40F: 3 clusters Score -261317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -261317.671875 Penalty: 2549.887451
	Iteration 41Q: 3 clusters Score -261317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -261317.671875 Penalty: 2549.887451
	Iteration 42F: 3 clusters Score -261317.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -215604.234375 Penalty: 1239.079956
	Iteration 0F: 2 clusters Score -215604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -213477.656250 Penalty: 2478.159912
	Iteration 0F: 3 clusters Score -213477.7 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -213930.812500 Penalty: 2478.159912
	Iteration 1F: 3 clusters Score -213930.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -214015.640625 Penalty: 2478.159912
	Iteration 2F: 3 clusters Score -214015.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -214066.968750 Penalty: 2478.159912
	Iteration 3Q: 3 clusters Score -214067 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -214113.156250 Penalty: 2478.159912
	Iteration 4Q: 3 clusters Score -214113.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -214138.625000 Penalty: 2478.159912
	Iteration 5Q: 3 clusters Score -214138.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -214157.546875 Penalty: 2478.159912
	Iteration 6Q: 3 clusters Score -214157.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -214171.578125 Penalty: 2478.159912
	Iteration 7Q: 3 clusters Score -214171.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -214178.031250 Penalty: 2478.159912
	Iteration 8Q: 3 clusters Score -214178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -214179.203125 Penalty: 2478.159912
	Iteration 9Q: 3 clusters Score -214179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -214181.046875 Penalty: 2478.159912
	Iteration 10Q: 3 clusters Score -214181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -214182.578125 Penalty: 2478.159912
	Iteration 11Q: 3 clusters Score -214182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -214184.437500 Penalty: 2478.159912
	Iteration 12Q: 3 clusters Score -214184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -214185.921875 Penalty: 2478.159912
	Iteration 13Q: 3 clusters Score -214185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -214187.468750 Penalty: 2478.159912
	Iteration 14Q: 3 clusters Score -214187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -214189.578125 Penalty: 2478.159912
	Iteration 15Q: 3 clusters Score -214189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -214191.937500 Penalty: 2478.159912
	Iteration 16Q: 3 clusters Score -214191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -214193.703125 Penalty: 2478.159912
	Iteration 17Q: 3 clusters Score -214193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -214194.406250 Penalty: 2478.159912
	Iteration 18Q: 3 clusters Score -214194.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -214194.406250 Penalty: 2478.159912
	Iteration 19F: 3 clusters Score -214194.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Entering Unmasked Estep 
Score: -1019785.500000 Penalty: 1503.661987
	Iteration 0F: 2 clusters Score -1019786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1012387.000000 Penalty: 3007.323975
	Iteration 0F: 3 clusters Score -1012387 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1014812.375000 Penalty: 3007.323975
	Iteration 1F: 3 clusters Score -1014812 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1015072.125000 Penalty: 3007.323975
	Iteration 2F: 3 clusters Score -1015072 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1015288.687500 Penalty: 3007.323975
	Iteration 3F: 3 clusters Score -1015289 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1015500.062500 Penalty: 3007.323975
	Iteration 4Q: 3 clusters Score -1015500 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1015753.687500 Penalty: 3007.323975
	Iteration 5Q: 3 clusters Score -1015754 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1016087.062500 Penalty: 3007.323975
	Iteration 6F: 3 clusters Score -1016087 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1016495.500000 Penalty: 3007.323975
	Iteration 7F: 3 clusters Score -1016496 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1016919.062500 Penalty: 3007.323975
	Iteration 8F: 3 clusters Score -1016919 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1017357.625000 Penalty: 3007.323975
	Iteration 9F: 3 clusters Score -1017358 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1017786.062500 Penalty: 3007.323975
	Iteration 10Q: 3 clusters Score -1017786 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1018344.875000 Penalty: 3007.323975
	Iteration 11Q: 3 clusters Score -1018345 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1018718.937500 Penalty: 3007.323975
	Iteration 12Q: 3 clusters Score -1018719 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1018815.375000 Penalty: 3007.323975
	Iteration 13Q: 3 clusters Score -1018815 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1018851.937500 Penalty: 3007.323975
	Iteration 14Q: 3 clusters Score -1018852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1018875.812500 Penalty: 3007.323975
	Iteration 15Q: 3 clusters Score -1018876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1018881.312500 Penalty: 3007.323975
	Iteration 16Q: 3 clusters Score -1018881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1018882.062500 Penalty: 3007.323975
	Iteration 17Q: 3 clusters Score -1018882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1018885.125000 Penalty: 3007.323975
	Iteration 18Q: 3 clusters Score -1018885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1018888.187500 Penalty: 3007.323975
	Iteration 19Q: 3 clusters Score -1018888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1018893.187500 Penalty: 3007.323975
	Iteration 20F: 3 clusters Score -1018893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1018896.625000 Penalty: 3007.323975
	Iteration 21Q: 3 clusters Score -1018897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1018895.250000 Penalty: 3007.323975
	Iteration 22Q: 3 clusters Score -1018895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1018895.500000 Penalty: 3007.323975
	Iteration 23Q: 3 clusters Score -1018896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1018901.000000 Penalty: 3007.323975
	Iteration 24Q: 3 clusters Score -1018901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1018901.937500 Penalty: 3007.323975
	Iteration 25Q: 3 clusters Score -1018902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1018901.562500 Penalty: 3007.323975
	Iteration 26Q: 3 clusters Score -1018902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1018902.312500 Penalty: 3007.323975
	Iteration 27Q: 3 clusters Score -1018902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1018901.437500 Penalty: 3007.323975
	Iteration 28Q: 3 clusters Score -1018901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1018903.437500 Penalty: 3007.323975
	Iteration 29Q: 3 clusters Score -1018903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1018904.500000 Penalty: 3007.323975
	Iteration 30Q: 3 clusters Score -1018904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1018903.687500 Penalty: 3007.323975
	Iteration 31Q: 3 clusters Score -1018904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1018904.500000 Penalty: 3007.323975
	Iteration 32Q: 3 clusters Score -1018904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1018904.500000 Penalty: 3007.323975
	Iteration 33F: 3 clusters Score -1018904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Entering Unmasked Estep 
Score: -4096394.000000 Penalty: 1720.811646
	Iteration 0F: 2 clusters Score -4096394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4069850.000000 Penalty: 3441.623291
	Iteration 0F: 3 clusters Score -4069850 nChanged 18421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4079956.250000 Penalty: 3441.623291
	Iteration 1F: 3 clusters Score -4079956 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -4080371.000000 Penalty: 3441.623291
	Iteration 2Q: 3 clusters Score -4080371 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4080879.750000 Penalty: 3441.623291
	Iteration 3Q: 3 clusters Score -4080880 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -4081741.000000 Penalty: 3441.623291
	Iteration 4Q: 3 clusters Score -4081741 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -4083208.750000 Penalty: 3441.623291
	Iteration 5F: 3 clusters Score -4083209 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4085704.250000 Penalty: 3441.623291
	Iteration 6F: 3 clusters Score -4085704 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4089065.250000 Penalty: 3441.623291
	Iteration 7F: 3 clusters Score -4089065 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4092159.500000 Penalty: 3441.623291
	Iteration 8F: 3 clusters Score -4092160 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -4093839.500000 Penalty: 3441.623291
	Iteration 9Q: 3 clusters Score -4093840 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -4094457.500000 Penalty: 3441.623291
	Iteration 10Q: 3 clusters Score -4094458 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -4094656.750000 Penalty: 3441.623291
	Iteration 11Q: 3 clusters Score -4094657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4094736.500000 Penalty: 3441.623291
	Iteration 12Q: 3 clusters Score -4094736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -4094785.500000 Penalty: 3441.623291
	Iteration 13Q: 3 clusters Score -4094786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -4094821.750000 Penalty: 3441.623291
	Iteration 14Q: 3 clusters Score -4094822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -4094838.250000 Penalty: 3441.623291
	Iteration 15Q: 3 clusters Score -4094838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -4094850.750000 Penalty: 3441.623291
	Iteration 16Q: 3 clusters Score -4094851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4094868.000000 Penalty: 3441.623291
	Iteration 17Q: 3 clusters Score -4094868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -4094881.250000 Penalty: 3441.623291
	Iteration 18Q: 3 clusters Score -4094881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4094884.000000 Penalty: 3441.623291
	Iteration 19Q: 3 clusters Score -4094884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4094884.000000 Penalty: 3441.623291
	Iteration 20F: 3 clusters Score -4094884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30808 members 
Mstep: Class 3 contains 181547 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 49279 members 
Mstep: Class 7 contains 71799 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302790 members 
Mstep: Class 12 contains 22786 members 
Mstep: Class 13 contains 218465 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10439 members 
Mstep: Class 20 contains 39720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119024.000000 Penalty: 33526.671875
Iteration 159Q: 16 clusters Score -9.411902e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30808 members 
Mstep: Class 3 contains 181562 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49280 members 
Mstep: Class 7 contains 71800 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302790 members 
Mstep: Class 12 contains 22787 members 
Mstep: Class 13 contains 218445 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 10436 members 
Mstep: Class 20 contains 39725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119080.000000 Penalty: 33526.671875
Iteration 160F: 16 clusters Score -9.411908e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30808 members 
Mstep: Class 3 contains 181575 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49282 members 
Mstep: Class 7 contains 71799 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302795 members 
Mstep: Class 12 contains 22787 members 
Mstep: Class 13 contains 218428 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2050 members 
Mstep: Class 19 contains 10435 members 
Mstep: Class 20 contains 39722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119136.000000 Penalty: 33526.671875
Iteration 161Q: 16 clusters Score -9.411914e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30806 members 
Mstep: Class 3 contains 181590 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49282 members 
Mstep: Class 7 contains 71800 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302785 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218424 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 10433 members 
Mstep: Class 20 contains 39722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119184.000000 Penalty: 33526.671875
Iteration 162Q: 16 clusters Score -9.411918e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30808 members 
Mstep: Class 3 contains 181598 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49280 members 
Mstep: Class 7 contains 71796 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302800 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218411 members 
Mstep: Class 14 contains 2683 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10433 members 
Mstep: Class 20 contains 39719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119184.000000 Penalty: 33526.671875
Iteration 163Q: 16 clusters Score -9.411918e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181611 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49279 members 
Mstep: Class 7 contains 71786 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302807 members 
Mstep: Class 12 contains 22786 members 
Mstep: Class 13 contains 218409 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 10433 members 
Mstep: Class 20 contains 39719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119088.000000 Penalty: 33526.671875
Iteration 164Q: 16 clusters Score -9.411909e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 181620 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49278 members 
Mstep: Class 7 contains 71774 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302830 members 
Mstep: Class 12 contains 22785 members 
Mstep: Class 13 contains 218392 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 10433 members 
Mstep: Class 20 contains 39720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118992.000000 Penalty: 33526.671875
Iteration 165Q: 16 clusters Score -9.411899e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181640 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49272 members 
Mstep: Class 7 contains 71768 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302826 members 
Mstep: Class 12 contains 22785 members 
Mstep: Class 13 contains 218390 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 10432 members 
Mstep: Class 20 contains 39720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118992.000000 Penalty: 33526.671875
Iteration 166Q: 16 clusters Score -9.411899e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30798 members 
Mstep: Class 3 contains 181650 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49269 members 
Mstep: Class 7 contains 71766 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302830 members 
Mstep: Class 12 contains 22785 members 
Mstep: Class 13 contains 218387 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10430 members 
Mstep: Class 20 contains 39719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118992.000000 Penalty: 33526.671875
Iteration 167Q: 16 clusters Score -9.411899e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30794 members 
Mstep: Class 3 contains 181661 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49265 members 
Mstep: Class 7 contains 71761 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 302834 members 
Mstep: Class 12 contains 22785 members 
Mstep: Class 13 contains 218383 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10428 members 
Mstep: Class 20 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119048.000000 Penalty: 33526.671875
Iteration 168Q: 16 clusters Score -9.411905e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30793 members 
Mstep: Class 3 contains 181676 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49260 members 
Mstep: Class 7 contains 71754 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 10 contains 302850 members 
Mstep: Class 12 contains 22785 members 
Mstep: Class 13 contains 218368 members 
Mstep: Class 14 contains 2683 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10426 members 
Mstep: Class 20 contains 39722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119088.000000 Penalty: 33526.671875
Iteration 169Q: 16 clusters Score -9.411909e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30794 members 
Mstep: Class 3 contains 181680 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49259 members 
Mstep: Class 7 contains 71746 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 10 contains 302863 members 
Mstep: Class 12 contains 22784 members 
Mstep: Class 13 contains 218362 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10423 members 
Mstep: Class 20 contains 39722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119024.000000 Penalty: 33526.671875
Iteration 170Q: 16 clusters Score -9.411902e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30795 members 
Mstep: Class 3 contains 181692 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49259 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302869 members 
Mstep: Class 12 contains 22783 members 
Mstep: Class 13 contains 218353 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10423 members 
Mstep: Class 20 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119064.000000 Penalty: 33526.671875
Iteration 171Q: 16 clusters Score -9.411906e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30795 members 
Mstep: Class 3 contains 181708 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 49258 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302863 members 
Mstep: Class 12 contains 22784 members 
Mstep: Class 13 contains 218345 members 
Mstep: Class 14 contains 2683 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10422 members 
Mstep: Class 20 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118984.000000 Penalty: 33526.671875
Iteration 172Q: 16 clusters Score -9.411898e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30794 members 
Mstep: Class 3 contains 181715 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 49257 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302867 members 
Mstep: Class 12 contains 22783 members 
Mstep: Class 13 contains 218342 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10419 members 
Mstep: Class 20 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119008.000000 Penalty: 33526.671875
Iteration 173Q: 16 clusters Score -9.411901e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30794 members 
Mstep: Class 3 contains 181722 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 49257 members 
Mstep: Class 7 contains 71735 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302864 members 
Mstep: Class 12 contains 22783 members 
Mstep: Class 13 contains 218349 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10418 members 
Mstep: Class 20 contains 39718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119032.000000 Penalty: 33526.671875
Iteration 174Q: 16 clusters Score -9.411903e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30794 members 
Mstep: Class 3 contains 181729 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 49255 members 
Mstep: Class 7 contains 71735 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302859 members 
Mstep: Class 12 contains 22784 members 
Mstep: Class 13 contains 218347 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10416 members 
Mstep: Class 20 contains 39719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119072.000000 Penalty: 33526.671875
Iteration 175Q: 16 clusters Score -9.411907e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30795 members 
Mstep: Class 3 contains 181736 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 49256 members 
Mstep: Class 7 contains 71736 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302849 members 
Mstep: Class 12 contains 22784 members 
Mstep: Class 13 contains 218358 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10413 members 
Mstep: Class 20 contains 39720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119040.000000 Penalty: 33526.671875
Iteration 176Q: 16 clusters Score -9.411904e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30796 members 
Mstep: Class 3 contains 181748 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 49258 members 
Mstep: Class 7 contains 71735 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302843 members 
Mstep: Class 12 contains 22787 members 
Mstep: Class 13 contains 218354 members 
Mstep: Class 14 contains 2680 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 39722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118976.000000 Penalty: 33526.671875
Iteration 177Q: 16 clusters Score -9.411898e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30797 members 
Mstep: Class 3 contains 181754 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1965 members 
Mstep: Class 6 contains 49264 members 
Mstep: Class 7 contains 71736 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302838 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218351 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10409 members 
Mstep: Class 20 contains 39722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118928.000000 Penalty: 33526.671875
Iteration 178Q: 16 clusters Score -9.411893e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30798 members 
Mstep: Class 3 contains 181757 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1965 members 
Mstep: Class 6 contains 49261 members 
Mstep: Class 7 contains 71736 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302841 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218350 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10407 members 
Mstep: Class 20 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118968.000000 Penalty: 33526.671875
Iteration 179Q: 16 clusters Score -9.411897e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30799 members 
Mstep: Class 3 contains 181756 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1965 members 
Mstep: Class 6 contains 49259 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302856 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218342 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118952.000000 Penalty: 33526.671875
Iteration 180F: 16 clusters Score -9.411895e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30799 members 
Mstep: Class 3 contains 181760 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 49257 members 
Mstep: Class 7 contains 71732 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302863 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218337 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118992.000000 Penalty: 33526.671875
Iteration 181Q: 16 clusters Score -9.411899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181765 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1963 members 
Mstep: Class 6 contains 49255 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302874 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218324 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119032.000000 Penalty: 33526.671875
Iteration 182Q: 16 clusters Score -9.411903e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181768 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1959 members 
Mstep: Class 6 contains 49254 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302886 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218314 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119008.000000 Penalty: 33526.671875
Iteration 183Q: 16 clusters Score -9.411901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 181767 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1958 members 
Mstep: Class 6 contains 49253 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302892 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218311 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119040.000000 Penalty: 33526.671875
Iteration 184Q: 16 clusters Score -9.411904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 181771 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1956 members 
Mstep: Class 6 contains 49251 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302896 members 
Mstep: Class 12 contains 22790 members 
Mstep: Class 13 contains 218306 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119008.000000 Penalty: 33526.671875
Iteration 185Q: 16 clusters Score -9.411901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181775 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1953 members 
Mstep: Class 6 contains 49251 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302906 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 218297 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118952.000000 Penalty: 33526.671875
Iteration 186Q: 16 clusters Score -9.411895e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181773 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1952 members 
Mstep: Class 6 contains 49251 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302916 members 
Mstep: Class 12 contains 22793 members 
Mstep: Class 13 contains 218286 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118976.000000 Penalty: 33526.671875
Iteration 187Q: 16 clusters Score -9.411898e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181773 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 49254 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302932 members 
Mstep: Class 12 contains 22792 members 
Mstep: Class 13 contains 218272 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118968.000000 Penalty: 33526.671875
Iteration 188Q: 16 clusters Score -9.411897e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30799 members 
Mstep: Class 3 contains 181776 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 49258 members 
Mstep: Class 7 contains 71732 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302947 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218261 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118960.000000 Penalty: 33526.671875
Iteration 189Q: 16 clusters Score -9.411896e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30799 members 
Mstep: Class 3 contains 181771 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 49255 members 
Mstep: Class 7 contains 71729 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302960 members 
Mstep: Class 12 contains 22787 members 
Mstep: Class 13 contains 218261 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118864.000000 Penalty: 33526.671875
Iteration 190Q: 16 clusters Score -9.411886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181769 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 49248 members 
Mstep: Class 7 contains 71730 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302966 members 
Mstep: Class 12 contains 22787 members 
Mstep: Class 13 contains 218260 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118832.000000 Penalty: 33526.671875
Iteration 191Q: 16 clusters Score -9.411883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181773 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 49250 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302966 members 
Mstep: Class 12 contains 22787 members 
Mstep: Class 13 contains 218259 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118784.000000 Penalty: 33526.671875
Iteration 192Q: 16 clusters Score -9.411878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181777 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 49251 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302967 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218260 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118824.000000 Penalty: 33526.671875
Iteration 193Q: 16 clusters Score -9.411882e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 181776 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 49251 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302969 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218262 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118832.000000 Penalty: 33526.671875
Iteration 194Q: 16 clusters Score -9.411883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 181778 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302972 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218261 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118856.000000 Penalty: 33526.671875
Iteration 195Q: 16 clusters Score -9.411886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181775 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302974 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218261 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118912.000000 Penalty: 33526.671875
Iteration 196Q: 16 clusters Score -9.411891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181773 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302983 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218255 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118872.000000 Penalty: 33526.671875
Iteration 197Q: 16 clusters Score -9.411887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 181775 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302984 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218250 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118832.000000 Penalty: 33526.671875
Iteration 198Q: 16 clusters Score -9.411883e+07 nChanged 25
Entering ConstructFrom: 
Score: -94118832.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 2 (30801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Entering Unmasked Estep 
Score: -3181381.750000 Penalty: 1679.486572
	Iteration 0F: 2 clusters Score -3181382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3160659.500000 Penalty: 3358.973145
	Iteration 0F: 3 clusters Score -3160660 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3168749.500000 Penalty: 3358.973145
	Iteration 1F: 3 clusters Score -3168750 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3169091.250000 Penalty: 3358.973145
	Iteration 2Q: 3 clusters Score -3169091 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3169429.500000 Penalty: 3358.973145
	Iteration 3Q: 3 clusters Score -3169430 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3169767.250000 Penalty: 3358.973145
	Iteration 4Q: 3 clusters Score -3169767 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3170158.750000 Penalty: 3358.973145
	Iteration 5Q: 3 clusters Score -3170159 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3170647.500000 Penalty: 3358.973145
	Iteration 6Q: 3 clusters Score -3170648 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3171446.250000 Penalty: 3358.973145
	Iteration 7F: 3 clusters Score -3171446 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3172574.750000 Penalty: 3358.973145
	Iteration 8F: 3 clusters Score -3172575 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3174087.500000 Penalty: 3358.973145
	Iteration 9F: 3 clusters Score -3174088 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3175722.000000 Penalty: 3358.973145
	Iteration 10F: 3 clusters Score -3175722 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3177132.750000 Penalty: 3358.973145
	Iteration 11F: 3 clusters Score -3177133 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3178047.750000 Penalty: 3358.973145
	Iteration 12Q: 3 clusters Score -3178048 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3178506.500000 Penalty: 3358.973145
	Iteration 13Q: 3 clusters Score -3178506 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3178764.000000 Penalty: 3358.973145
	Iteration 14Q: 3 clusters Score -3178764 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3178952.000000 Penalty: 3358.973145
	Iteration 15Q: 3 clusters Score -3178952 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3179093.500000 Penalty: 3358.973145
	Iteration 16Q: 3 clusters Score -3179094 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3179186.000000 Penalty: 3358.973145
	Iteration 17Q: 3 clusters Score -3179186 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3179281.750000 Penalty: 3358.973145
	Iteration 18Q: 3 clusters Score -3179282 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3179345.000000 Penalty: 3358.973145
	Iteration 19Q: 3 clusters Score -3179345 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3179410.250000 Penalty: 3358.973145
	Iteration 20F: 3 clusters Score -3179410 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3179458.750000 Penalty: 3358.973145
	Iteration 21Q: 3 clusters Score -3179459 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3179530.500000 Penalty: 3358.973145
	Iteration 22Q: 3 clusters Score -3179530 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3179583.000000 Penalty: 3358.973145
	Iteration 23Q: 3 clusters Score -3179583 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3179640.750000 Penalty: 3358.973145
	Iteration 24Q: 3 clusters Score -3179641 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3179712.000000 Penalty: 3358.973145
	Iteration 25Q: 3 clusters Score -3179712 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3179756.750000 Penalty: 3358.973145
	Iteration 26Q: 3 clusters Score -3179757 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3179785.250000 Penalty: 3358.973145
	Iteration 27Q: 3 clusters Score -3179785 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3179799.250000 Penalty: 3358.973145
	Iteration 28Q: 3 clusters Score -3179799 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3179822.250000 Penalty: 3358.973145
	Iteration 29Q: 3 clusters Score -3179822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3179854.250000 Penalty: 3358.973145
	Iteration 30Q: 3 clusters Score -3179854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3179874.000000 Penalty: 3358.973145
	Iteration 31Q: 3 clusters Score -3179874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3179899.500000 Penalty: 3358.973145
	Iteration 32Q: 3 clusters Score -3179900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3179912.000000 Penalty: 3358.973145
	Iteration 33Q: 3 clusters Score -3179912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3179930.750000 Penalty: 3358.973145
	Iteration 34Q: 3 clusters Score -3179931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3179952.500000 Penalty: 3358.973145
	Iteration 35Q: 3 clusters Score -3179952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3179973.250000 Penalty: 3358.973145
	Iteration 36Q: 3 clusters Score -3179973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3179985.750000 Penalty: 3358.973145
	Iteration 37Q: 3 clusters Score -3179986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3179989.750000 Penalty: 3358.973145
	Iteration 38Q: 3 clusters Score -3179990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3180002.750000 Penalty: 3358.973145
	Iteration 39Q: 3 clusters Score -3180003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3180010.750000 Penalty: 3358.973145
	Iteration 40F: 3 clusters Score -3180011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3180010.250000 Penalty: 3358.973145
	Iteration 41Q: 3 clusters Score -3180010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3180023.000000 Penalty: 3358.973145
	Iteration 42Q: 3 clusters Score -3180023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3180027.750000 Penalty: 3358.973145
	Iteration 43Q: 3 clusters Score -3180028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3180025.750000 Penalty: 3358.973145
	Iteration 44Q: 3 clusters Score -3180026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3180030.250000 Penalty: 3358.973145
	Iteration 45Q: 3 clusters Score -3180030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3180040.000000 Penalty: 3358.973145
	Iteration 46Q: 3 clusters Score -3180040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3180048.000000 Penalty: 3358.973145
	Iteration 47Q: 3 clusters Score -3180048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3180050.750000 Penalty: 3358.973145
	Iteration 48Q: 3 clusters Score -3180051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3180058.250000 Penalty: 3358.973145
	Iteration 49Q: 3 clusters Score -3180058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3180060.250000 Penalty: 3358.973145
	Iteration 50Q: 3 clusters Score -3180060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3180067.500000 Penalty: 3358.973145
	Iteration 51Q: 3 clusters Score -3180068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3180076.500000 Penalty: 3358.973145
	Iteration 52Q: 3 clusters Score -3180076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3180088.250000 Penalty: 3358.973145
	Iteration 53Q: 3 clusters Score -3180088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3180088.250000 Penalty: 3358.973145
	Iteration 54Q: 3 clusters Score -3180088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3180097.500000 Penalty: 3358.973145
	Iteration 55Q: 3 clusters Score -3180098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3180103.250000 Penalty: 3358.973145
	Iteration 56Q: 3 clusters Score -3180103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3180110.250000 Penalty: 3358.973145
	Iteration 57Q: 3 clusters Score -3180110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3180109.500000 Penalty: 3358.973145
	Iteration 58Q: 3 clusters Score -3180110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3180122.500000 Penalty: 3358.973145
	Iteration 59Q: 3 clusters Score -3180122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3180134.750000 Penalty: 3358.973145
	Iteration 60F: 3 clusters Score -3180135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3180138.500000 Penalty: 3358.973145
	Iteration 61Q: 3 clusters Score -3180138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3180139.250000 Penalty: 3358.973145
	Iteration 62Q: 3 clusters Score -3180139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3180143.000000 Penalty: 3358.973145
	Iteration 63Q: 3 clusters Score -3180143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3180151.250000 Penalty: 3358.973145
	Iteration 64Q: 3 clusters Score -3180151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3180154.750000 Penalty: 3358.973145
	Iteration 65Q: 3 clusters Score -3180155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3180159.500000 Penalty: 3358.973145
	Iteration 66Q: 3 clusters Score -3180160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3180164.000000 Penalty: 3358.973145
	Iteration 67Q: 3 clusters Score -3180164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3180165.500000 Penalty: 3358.973145
	Iteration 68Q: 3 clusters Score -3180166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3180164.000000 Penalty: 3358.973145
	Iteration 69Q: 3 clusters Score -3180164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3180165.500000 Penalty: 3358.973145
	Iteration 70Q: 3 clusters Score -3180166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3180168.250000 Penalty: 3358.973145
	Iteration 71Q: 3 clusters Score -3180168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3180169.000000 Penalty: 3358.973145
	Iteration 72Q: 3 clusters Score -3180169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3180170.750000 Penalty: 3358.973145
	Iteration 73Q: 3 clusters Score -3180171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3180173.250000 Penalty: 3358.973145
	Iteration 74Q: 3 clusters Score -3180173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3180173.250000 Penalty: 3358.973145
	Iteration 75F: 3 clusters Score -3180173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (181779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181779 members 
Entering Unmasked Estep 
Score: -18626396.000000 Penalty: 1967.963867
	Iteration 0F: 2 clusters Score -1.86264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 90830 members 
Entering Unmasked Estep 
Score: -18506400.000000 Penalty: 3935.927734
	Iteration 0F: 3 clusters Score -1.85064e+07 nChanged 88046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -18558318.000000 Penalty: 3935.927734
	Iteration 1F: 3 clusters Score -1.855832e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89289 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -18559646.000000 Penalty: 3935.927734
	Iteration 2Q: 3 clusters Score -1.855965e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -18561372.000000 Penalty: 3935.927734
	Iteration 3Q: 3 clusters Score -1.856137e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -18563992.000000 Penalty: 3935.927734
	Iteration 4Q: 3 clusters Score -1.856399e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -18567616.000000 Penalty: 3935.927734
	Iteration 5Q: 3 clusters Score -1.856762e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -18572584.000000 Penalty: 3935.927734
	Iteration 6F: 3 clusters Score -1.857258e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -18579566.000000 Penalty: 3935.927734
	Iteration 7F: 3 clusters Score -1.857957e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 107694 members 
Entering Unmasked Estep 
Score: -18589040.000000 Penalty: 3935.927734
	Iteration 8F: 3 clusters Score -1.858904e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 112200 members 
Entering Unmasked Estep 
Score: -18598080.000000 Penalty: 3935.927734
	Iteration 9F: 3 clusters Score -1.859808e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -18603306.000000 Penalty: 3935.927734
	Iteration 10F: 3 clusters Score -1.860331e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 118827 members 
Entering Unmasked Estep 
Score: -18605452.000000 Penalty: 3935.927734
	Iteration 11Q: 3 clusters Score -1.860545e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 121620 members 
Entering Unmasked Estep 
Score: -18606728.000000 Penalty: 3935.927734
	Iteration 12Q: 3 clusters Score -1.860673e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 124313 members 
Entering Unmasked Estep 
Score: -18607806.000000 Penalty: 3935.927734
	Iteration 13Q: 3 clusters Score -1.860781e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 127021 members 
Entering Unmasked Estep 
Score: -18608808.000000 Penalty: 3935.927734
	Iteration 14Q: 3 clusters Score -1.860881e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 129765 members 
Entering Unmasked Estep 
Score: -18609908.000000 Penalty: 3935.927734
	Iteration 15Q: 3 clusters Score -1.860991e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -18611038.000000 Penalty: 3935.927734
	Iteration 16Q: 3 clusters Score -1.861104e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 135162 members 
Entering Unmasked Estep 
Score: -18612116.000000 Penalty: 3935.927734
	Iteration 17Q: 3 clusters Score -1.861212e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 137793 members 
Entering Unmasked Estep 
Score: -18612924.000000 Penalty: 3935.927734
	Iteration 18Q: 3 clusters Score -1.861292e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 140432 members 
Entering Unmasked Estep 
Score: -18613770.000000 Penalty: 3935.927734
	Iteration 19Q: 3 clusters Score -1.861377e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 143093 members 
Entering Unmasked Estep 
Score: -18614662.000000 Penalty: 3935.927734
	Iteration 20F: 3 clusters Score -1.861466e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 145736 members 
Entering Unmasked Estep 
Score: -18615624.000000 Penalty: 3935.927734
	Iteration 21Q: 3 clusters Score -1.861562e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -18616496.000000 Penalty: 3935.927734
	Iteration 22Q: 3 clusters Score -1.86165e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 150778 members 
Entering Unmasked Estep 
Score: -18617324.000000 Penalty: 3935.927734
	Iteration 23Q: 3 clusters Score -1.861732e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 153138 members 
Entering Unmasked Estep 
Score: -18618058.000000 Penalty: 3935.927734
	Iteration 24Q: 3 clusters Score -1.861806e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 155531 members 
Entering Unmasked Estep 
Score: -18618830.000000 Penalty: 3935.927734
	Iteration 25Q: 3 clusters Score -1.861883e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 157901 members 
Entering Unmasked Estep 
Score: -18619636.000000 Penalty: 3935.927734
	Iteration 26Q: 3 clusters Score -1.861964e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 160256 members 
Entering Unmasked Estep 
Score: -18620450.000000 Penalty: 3935.927734
	Iteration 27Q: 3 clusters Score -1.862045e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 162526 members 
Entering Unmasked Estep 
Score: -18621222.000000 Penalty: 3935.927734
	Iteration 28Q: 3 clusters Score -1.862122e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 164686 members 
Entering Unmasked Estep 
Score: -18621886.000000 Penalty: 3935.927734
	Iteration 29Q: 3 clusters Score -1.862189e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 166780 members 
Entering Unmasked Estep 
Score: -18622566.000000 Penalty: 3935.927734
	Iteration 30Q: 3 clusters Score -1.862257e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 168827 members 
Entering Unmasked Estep 
Score: -18623306.000000 Penalty: 3935.927734
	Iteration 31Q: 3 clusters Score -1.862331e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 170686 members 
Entering Unmasked Estep 
Score: -18623908.000000 Penalty: 3935.927734
	Iteration 32Q: 3 clusters Score -1.862391e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 172392 members 
Entering Unmasked Estep 
Score: -18624394.000000 Penalty: 3935.927734
	Iteration 33Q: 3 clusters Score -1.862439e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 173849 members 
Entering Unmasked Estep 
Score: -18624838.000000 Penalty: 3935.927734
	Iteration 34Q: 3 clusters Score -1.862484e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 175100 members 
Entering Unmasked Estep 
Score: -18625230.000000 Penalty: 3935.927734
	Iteration 35Q: 3 clusters Score -1.862523e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 176125 members 
Entering Unmasked Estep 
Score: -18625528.000000 Penalty: 3935.927734
	Iteration 36Q: 3 clusters Score -1.862553e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 176993 members 
Entering Unmasked Estep 
Score: -18625786.000000 Penalty: 3935.927734
	Iteration 37Q: 3 clusters Score -1.862579e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 177680 members 
Entering Unmasked Estep 
Score: -18626008.000000 Penalty: 3935.927734
	Iteration 38Q: 3 clusters Score -1.862601e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 178231 members 
Entering Unmasked Estep 
Score: -18626262.000000 Penalty: 3935.927734
	Iteration 39Q: 3 clusters Score -1.862626e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 178639 members 
Entering Unmasked Estep 
Score: -18626384.000000 Penalty: 3935.927734
	Iteration 40F: 3 clusters Score -1.862638e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -18626498.000000 Penalty: 3935.927734
	Iteration 41Q: 3 clusters Score -1.86265e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 179264 members 
Entering Unmasked Estep 
Score: -18626570.000000 Penalty: 3935.927734
	Iteration 42Q: 3 clusters Score -1.862657e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 179474 members 
Entering Unmasked Estep 
Score: -18626656.000000 Penalty: 3935.927734
	Iteration 43Q: 3 clusters Score -1.862666e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 179623 members 
Entering Unmasked Estep 
Score: -18626692.000000 Penalty: 3935.927734
	Iteration 44Q: 3 clusters Score -1.862669e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 179731 members 
Entering Unmasked Estep 
Score: -18626710.000000 Penalty: 3935.927734
	Iteration 45Q: 3 clusters Score -1.862671e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 179814 members 
Entering Unmasked Estep 
Score: -18626772.000000 Penalty: 3935.927734
	Iteration 46Q: 3 clusters Score -1.862677e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 179888 members 
Entering Unmasked Estep 
Score: -18626792.000000 Penalty: 3935.927734
	Iteration 47Q: 3 clusters Score -1.862679e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 179967 members 
Entering Unmasked Estep 
Score: -18626808.000000 Penalty: 3935.927734
	Iteration 48Q: 3 clusters Score -1.862681e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 180032 members 
Entering Unmasked Estep 
Score: -18626780.000000 Penalty: 3935.927734
	Iteration 49Q: 3 clusters Score -1.862678e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 180070 members 
Entering Unmasked Estep 
Score: -18626776.000000 Penalty: 3935.927734
	Iteration 50Q: 3 clusters Score -1.862678e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 180105 members 
Entering Unmasked Estep 
Score: -18626814.000000 Penalty: 3935.927734
	Iteration 51Q: 3 clusters Score -1.862681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 180138 members 
Entering Unmasked Estep 
Score: -18626786.000000 Penalty: 3935.927734
	Iteration 52Q: 3 clusters Score -1.862679e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 180172 members 
Entering Unmasked Estep 
Score: -18626790.000000 Penalty: 3935.927734
	Iteration 53Q: 3 clusters Score -1.862679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 180196 members 
Entering Unmasked Estep 
Score: -18626804.000000 Penalty: 3935.927734
	Iteration 54Q: 3 clusters Score -1.86268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 180215 members 
Entering Unmasked Estep 
Score: -18626798.000000 Penalty: 3935.927734
	Iteration 55Q: 3 clusters Score -1.86268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 180223 members 
Entering Unmasked Estep 
Score: -18626792.000000 Penalty: 3935.927734
	Iteration 56Q: 3 clusters Score -1.862679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 180232 members 
Entering Unmasked Estep 
Score: -18626828.000000 Penalty: 3935.927734
	Iteration 57Q: 3 clusters Score -1.862683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 180238 members 
Entering Unmasked Estep 
Score: -18626824.000000 Penalty: 3935.927734
	Iteration 58Q: 3 clusters Score -1.862682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 180242 members 
Entering Unmasked Estep 
Score: -18626808.000000 Penalty: 3935.927734
	Iteration 59Q: 3 clusters Score -1.862681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 180248 members 
Entering Unmasked Estep 
Score: -18626820.000000 Penalty: 3935.927734
	Iteration 60F: 3 clusters Score -1.862682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 180245 members 
Entering Unmasked Estep 
Score: -18626854.000000 Penalty: 3935.927734
	Iteration 61Q: 3 clusters Score -1.862685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 180244 members 
Entering Unmasked Estep 
Score: -18626840.000000 Penalty: 3935.927734
	Iteration 62Q: 3 clusters Score -1.862684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 180243 members 
Entering Unmasked Estep 
Score: -18626868.000000 Penalty: 3935.927734
	Iteration 63Q: 3 clusters Score -1.862687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 180242 members 
Entering Unmasked Estep 
Score: -18626864.000000 Penalty: 3935.927734
	Iteration 64Q: 3 clusters Score -1.862686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 180244 members 
Entering Unmasked Estep 
Score: -18626868.000000 Penalty: 3935.927734
	Iteration 65Q: 3 clusters Score -1.862687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 180251 members 
Entering Unmasked Estep 
Score: -18626884.000000 Penalty: 3935.927734
	Iteration 66Q: 3 clusters Score -1.862688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 180252 members 
Entering Unmasked Estep 
Score: -18626892.000000 Penalty: 3935.927734
	Iteration 67Q: 3 clusters Score -1.862689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 180252 members 
Entering Unmasked Estep 
Score: -18626886.000000 Penalty: 3935.927734
	Iteration 68Q: 3 clusters Score -1.862689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 180255 members 
Entering Unmasked Estep 
Score: -18626880.000000 Penalty: 3935.927734
	Iteration 69Q: 3 clusters Score -1.862688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 180255 members 
Entering Unmasked Estep 
Score: -18626880.000000 Penalty: 3935.927734
	Iteration 70F: 3 clusters Score -1.862688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 180255 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 49245 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302988 members 
Mstep: Class 12 contains 22790 members 
Mstep: Class 13 contains 218244 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39731 members 
Entering Unmasked Estep 
Score: -94118688.000000 Penalty: 35761.781250
Splitting cluster 3 changes total score from -94118832.000000 to -94118688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -238510.703125 Penalty: 1268.521973
	Iteration 0F: 2 clusters Score -238510.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -236173.421875 Penalty: 2537.043945
	Iteration 0F: 3 clusters Score -236173.4 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -236815.656250 Penalty: 2537.043945
	Iteration 1F: 3 clusters Score -236815.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -237091.640625 Penalty: 2537.043945
	Iteration 2F: 3 clusters Score -237091.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -237317.250000 Penalty: 2537.043945
	Iteration 3F: 3 clusters Score -237317.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -237482.500000 Penalty: 2537.043945
	Iteration 4F: 3 clusters Score -237482.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -237637.515625 Penalty: 2537.043945
	Iteration 5F: 3 clusters Score -237637.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -237748.078125 Penalty: 2537.043945
	Iteration 6Q: 3 clusters Score -237748.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -237829.781250 Penalty: 2537.043945
	Iteration 7Q: 3 clusters Score -237829.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -237900.437500 Penalty: 2537.043945
	Iteration 8Q: 3 clusters Score -237900.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -237951.859375 Penalty: 2537.043945
	Iteration 9Q: 3 clusters Score -237951.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -238000.796875 Penalty: 2537.043945
	Iteration 10Q: 3 clusters Score -238000.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -238054.140625 Penalty: 2537.043945
	Iteration 11Q: 3 clusters Score -238054.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -238099.515625 Penalty: 2537.043945
	Iteration 12Q: 3 clusters Score -238099.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -238140.609375 Penalty: 2537.043945
	Iteration 13Q: 3 clusters Score -238140.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -238168.000000 Penalty: 2537.043945
	Iteration 14Q: 3 clusters Score -238168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -238187.171875 Penalty: 2537.043945
	Iteration 15Q: 3 clusters Score -238187.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -238205.359375 Penalty: 2537.043945
	Iteration 16Q: 3 clusters Score -238205.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -238216.359375 Penalty: 2537.043945
	Iteration 17Q: 3 clusters Score -238216.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -238228.250000 Penalty: 2537.043945
	Iteration 18Q: 3 clusters Score -238228.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -238240.656250 Penalty: 2537.043945
	Iteration 19Q: 3 clusters Score -238240.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -238248.531250 Penalty: 2537.043945
	Iteration 20F: 3 clusters Score -238248.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -238256.906250 Penalty: 2537.043945
	Iteration 21Q: 3 clusters Score -238256.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -238265.609375 Penalty: 2537.043945
	Iteration 22Q: 3 clusters Score -238265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -238274.468750 Penalty: 2537.043945
	Iteration 23Q: 3 clusters Score -238274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -238288.281250 Penalty: 2537.043945
	Iteration 24Q: 3 clusters Score -238288.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -238291.734375 Penalty: 2537.043945
	Iteration 25Q: 3 clusters Score -238291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -238295.843750 Penalty: 2537.043945
	Iteration 26Q: 3 clusters Score -238295.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -238308.968750 Penalty: 2537.043945
	Iteration 27Q: 3 clusters Score -238309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -238324.796875 Penalty: 2537.043945
	Iteration 28Q: 3 clusters Score -238324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -238349.859375 Penalty: 2537.043945
	Iteration 29Q: 3 clusters Score -238349.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -238377.125000 Penalty: 2537.043945
	Iteration 30Q: 3 clusters Score -238377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -238382.812500 Penalty: 2537.043945
	Iteration 31Q: 3 clusters Score -238382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -238385.937500 Penalty: 2537.043945
	Iteration 32Q: 3 clusters Score -238385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -238385.937500 Penalty: 2537.043945
	Iteration 33F: 3 clusters Score -238385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -204528.890625 Penalty: 1227.323853
	Iteration 0F: 2 clusters Score -204528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -202480.015625 Penalty: 2454.647705
	Iteration 0F: 3 clusters Score -202480 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -202900.640625 Penalty: 2454.647705
	Iteration 1F: 3 clusters Score -202900.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -203001.953125 Penalty: 2454.647705
	Iteration 2F: 3 clusters Score -203002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -203045.718750 Penalty: 2454.647705
	Iteration 3Q: 3 clusters Score -203045.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -203075.312500 Penalty: 2454.647705
	Iteration 4Q: 3 clusters Score -203075.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -203098.968750 Penalty: 2454.647705
	Iteration 5Q: 3 clusters Score -203099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -203121.140625 Penalty: 2454.647705
	Iteration 6Q: 3 clusters Score -203121.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -203139.640625 Penalty: 2454.647705
	Iteration 7Q: 3 clusters Score -203139.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -203155.875000 Penalty: 2454.647705
	Iteration 8Q: 3 clusters Score -203155.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -203164.500000 Penalty: 2454.647705
	Iteration 9Q: 3 clusters Score -203164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -203169.828125 Penalty: 2454.647705
	Iteration 10Q: 3 clusters Score -203169.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -203173.750000 Penalty: 2454.647705
	Iteration 11Q: 3 clusters Score -203173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -203175.843750 Penalty: 2454.647705
	Iteration 12Q: 3 clusters Score -203175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -203177.734375 Penalty: 2454.647705
	Iteration 13Q: 3 clusters Score -203177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -203179.515625 Penalty: 2454.647705
	Iteration 14Q: 3 clusters Score -203179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -203181.046875 Penalty: 2454.647705
	Iteration 15Q: 3 clusters Score -203181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -203182.140625 Penalty: 2454.647705
	Iteration 16Q: 3 clusters Score -203182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -203182.609375 Penalty: 2454.647705
	Iteration 17Q: 3 clusters Score -203182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -203183.593750 Penalty: 2454.647705
	Iteration 18Q: 3 clusters Score -203183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -203183.984375 Penalty: 2454.647705
	Iteration 19Q: 3 clusters Score -203184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -203185.281250 Penalty: 2454.647705
	Iteration 20F: 3 clusters Score -203185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -203186.203125 Penalty: 2454.647705
	Iteration 21Q: 3 clusters Score -203186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -203186.265625 Penalty: 2454.647705
	Iteration 22Q: 3 clusters Score -203186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -203186.265625 Penalty: 2454.647705
	Iteration 23F: 3 clusters Score -203186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Entering Unmasked Estep 
Score: -5099240.500000 Penalty: 1755.741577
	Iteration 0F: 2 clusters Score -5099240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -5066336.000000 Penalty: 3511.483154
	Iteration 0F: 3 clusters Score -5066336 nChanged 23071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -5079780.500000 Penalty: 3511.483154
	Iteration 1F: 3 clusters Score -5079780 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -5080530.000000 Penalty: 3511.483154
	Iteration 2Q: 3 clusters Score -5080530 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -5081512.000000 Penalty: 3511.483154
	Iteration 3Q: 3 clusters Score -5081512 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5082923.000000 Penalty: 3511.483154
	Iteration 4F: 3 clusters Score -5082923 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -5085092.500000 Penalty: 3511.483154
	Iteration 5F: 3 clusters Score -5085092 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -5088202.000000 Penalty: 3511.483154
	Iteration 6F: 3 clusters Score -5088202 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -5091803.000000 Penalty: 3511.483154
	Iteration 7F: 3 clusters Score -5091803 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -5094377.500000 Penalty: 3511.483154
	Iteration 8F: 3 clusters Score -5094378 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -5095353.500000 Penalty: 3511.483154
	Iteration 9Q: 3 clusters Score -5095354 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -5095665.500000 Penalty: 3511.483154
	Iteration 10Q: 3 clusters Score -5095666 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -5095833.000000 Penalty: 3511.483154
	Iteration 11Q: 3 clusters Score -5095833 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -5095982.500000 Penalty: 3511.483154
	Iteration 12Q: 3 clusters Score -5095982 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -5096109.500000 Penalty: 3511.483154
	Iteration 13Q: 3 clusters Score -5096110 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -5096284.500000 Penalty: 3511.483154
	Iteration 14Q: 3 clusters Score -5096284 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -5096399.500000 Penalty: 3511.483154
	Iteration 15Q: 3 clusters Score -5096400 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -5096531.000000 Penalty: 3511.483154
	Iteration 16Q: 3 clusters Score -5096531 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -5096656.500000 Penalty: 3511.483154
	Iteration 17Q: 3 clusters Score -5096656 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -5096722.000000 Penalty: 3511.483154
	Iteration 18Q: 3 clusters Score -5096722 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -5096800.500000 Penalty: 3511.483154
	Iteration 19Q: 3 clusters Score -5096800 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -5096899.000000 Penalty: 3511.483154
	Iteration 20F: 3 clusters Score -5096899 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -5097008.000000 Penalty: 3511.483154
	Iteration 21Q: 3 clusters Score -5097008 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -5097097.000000 Penalty: 3511.483154
	Iteration 22Q: 3 clusters Score -5097097 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -5097175.500000 Penalty: 3511.483154
	Iteration 23Q: 3 clusters Score -5097176 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -5097246.000000 Penalty: 3511.483154
	Iteration 24Q: 3 clusters Score -5097246 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -5097350.000000 Penalty: 3511.483154
	Iteration 25Q: 3 clusters Score -5097350 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -5097406.500000 Penalty: 3511.483154
	Iteration 26Q: 3 clusters Score -5097406 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5097473.500000 Penalty: 3511.483154
	Iteration 27Q: 3 clusters Score -5097474 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -5097555.500000 Penalty: 3511.483154
	Iteration 28Q: 3 clusters Score -5097556 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5097639.000000 Penalty: 3511.483154
	Iteration 29Q: 3 clusters Score -5097639 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5097677.500000 Penalty: 3511.483154
	Iteration 30Q: 3 clusters Score -5097678 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5097702.000000 Penalty: 3511.483154
	Iteration 31Q: 3 clusters Score -5097702 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5097738.500000 Penalty: 3511.483154
	Iteration 32Q: 3 clusters Score -5097738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5097769.000000 Penalty: 3511.483154
	Iteration 33Q: 3 clusters Score -5097769 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5097814.500000 Penalty: 3511.483154
	Iteration 34Q: 3 clusters Score -5097814 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5097830.500000 Penalty: 3511.483154
	Iteration 35Q: 3 clusters Score -5097830 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5097860.000000 Penalty: 3511.483154
	Iteration 36Q: 3 clusters Score -5097860 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5097877.000000 Penalty: 3511.483154
	Iteration 37Q: 3 clusters Score -5097877 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5097916.500000 Penalty: 3511.483154
	Iteration 38Q: 3 clusters Score -5097916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5097929.000000 Penalty: 3511.483154
	Iteration 39Q: 3 clusters Score -5097929 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5097950.500000 Penalty: 3511.483154
	Iteration 40F: 3 clusters Score -5097950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5097955.000000 Penalty: 3511.483154
	Iteration 41Q: 3 clusters Score -5097955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5097971.000000 Penalty: 3511.483154
	Iteration 42Q: 3 clusters Score -5097971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5097975.500000 Penalty: 3511.483154
	Iteration 43Q: 3 clusters Score -5097976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5098003.500000 Penalty: 3511.483154
	Iteration 44Q: 3 clusters Score -5098004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5098002.500000 Penalty: 3511.483154
	Iteration 45Q: 3 clusters Score -5098002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5098025.000000 Penalty: 3511.483154
	Iteration 46Q: 3 clusters Score -5098025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5098033.000000 Penalty: 3511.483154
	Iteration 47Q: 3 clusters Score -5098033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5098058.500000 Penalty: 3511.483154
	Iteration 48Q: 3 clusters Score -5098058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5098069.000000 Penalty: 3511.483154
	Iteration 49Q: 3 clusters Score -5098069 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5098089.500000 Penalty: 3511.483154
	Iteration 50Q: 3 clusters Score -5098090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5098092.500000 Penalty: 3511.483154
	Iteration 51Q: 3 clusters Score -5098092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5098108.000000 Penalty: 3511.483154
	Iteration 52Q: 3 clusters Score -5098108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5098108.000000 Penalty: 3511.483154
	Iteration 53Q: 3 clusters Score -5098108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5098125.000000 Penalty: 3511.483154
	Iteration 54Q: 3 clusters Score -5098125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5098123.000000 Penalty: 3511.483154
	Iteration 55Q: 3 clusters Score -5098123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5098122.500000 Penalty: 3511.483154
	Iteration 56Q: 3 clusters Score -5098122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5098128.500000 Penalty: 3511.483154
	Iteration 57Q: 3 clusters Score -5098128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5098129.500000 Penalty: 3511.483154
	Iteration 58Q: 3 clusters Score -5098130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5098127.000000 Penalty: 3511.483154
	Iteration 59Q: 3 clusters Score -5098127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5098134.500000 Penalty: 3511.483154
	Iteration 60F: 3 clusters Score -5098134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5098133.000000 Penalty: 3511.483154
	Iteration 61Q: 3 clusters Score -5098133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5098132.000000 Penalty: 3511.483154
	Iteration 62Q: 3 clusters Score -5098132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5098130.000000 Penalty: 3511.483154
	Iteration 63Q: 3 clusters Score -5098130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5098126.500000 Penalty: 3511.483154
	Iteration 64Q: 3 clusters Score -5098126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5098127.500000 Penalty: 3511.483154
	Iteration 65Q: 3 clusters Score -5098128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5098131.500000 Penalty: 3511.483154
	Iteration 66Q: 3 clusters Score -5098132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5098131.500000 Penalty: 3511.483154
	Iteration 67Q: 3 clusters Score -5098132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5098132.500000 Penalty: 3511.483154
	Iteration 68Q: 3 clusters Score -5098132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5098130.500000 Penalty: 3511.483154
	Iteration 69Q: 3 clusters Score -5098130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5098129.000000 Penalty: 3511.483154
	Iteration 70Q: 3 clusters Score -5098129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5098129.000000 Penalty: 3511.483154
	Iteration 71F: 3 clusters Score -5098129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Entering Unmasked Estep 
Score: -7144811.000000 Penalty: 1816.867065
	Iteration 0F: 2 clusters Score -7144811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -7096884.000000 Penalty: 3633.734131
	Iteration 0F: 3 clusters Score -7096884 nChanged 34137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -7116530.500000 Penalty: 3633.734131
	Iteration 1F: 3 clusters Score -7116530 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -7117148.000000 Penalty: 3633.734131
	Iteration 2Q: 3 clusters Score -7117148 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -7117875.000000 Penalty: 3633.734131
	Iteration 3Q: 3 clusters Score -7117875 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -7118759.500000 Penalty: 3633.734131
	Iteration 4Q: 3 clusters Score -7118760 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7120003.000000 Penalty: 3633.734131
	Iteration 5Q: 3 clusters Score -7120003 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -7121858.000000 Penalty: 3633.734131
	Iteration 6Q: 3 clusters Score -7121858 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -7124666.000000 Penalty: 3633.734131
	Iteration 7F: 3 clusters Score -7124666 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -7128140.500000 Penalty: 3633.734131
	Iteration 8F: 3 clusters Score -7128140 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -7131263.500000 Penalty: 3633.734131
	Iteration 9F: 3 clusters Score -7131264 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -7133249.000000 Penalty: 3633.734131
	Iteration 10Q: 3 clusters Score -7133249 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -7134457.000000 Penalty: 3633.734131
	Iteration 11Q: 3 clusters Score -7134457 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -7135456.000000 Penalty: 3633.734131
	Iteration 12Q: 3 clusters Score -7135456 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -7136351.000000 Penalty: 3633.734131
	Iteration 13Q: 3 clusters Score -7136351 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -7137259.000000 Penalty: 3633.734131
	Iteration 14Q: 3 clusters Score -7137259 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -7138079.000000 Penalty: 3633.734131
	Iteration 15Q: 3 clusters Score -7138079 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -7139009.500000 Penalty: 3633.734131
	Iteration 16Q: 3 clusters Score -7139010 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -7139694.500000 Penalty: 3633.734131
	Iteration 17Q: 3 clusters Score -7139694 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -7140392.500000 Penalty: 3633.734131
	Iteration 18Q: 3 clusters Score -7140392 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -7140945.000000 Penalty: 3633.734131
	Iteration 19Q: 3 clusters Score -7140945 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -7141337.500000 Penalty: 3633.734131
	Iteration 20F: 3 clusters Score -7141338 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -7141759.500000 Penalty: 3633.734131
	Iteration 21Q: 3 clusters Score -7141760 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -7142151.500000 Penalty: 3633.734131
	Iteration 22Q: 3 clusters Score -7142152 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -7142461.500000 Penalty: 3633.734131
	Iteration 23Q: 3 clusters Score -7142462 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -7142731.500000 Penalty: 3633.734131
	Iteration 24Q: 3 clusters Score -7142732 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -7142916.500000 Penalty: 3633.734131
	Iteration 25Q: 3 clusters Score -7142916 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -7143068.500000 Penalty: 3633.734131
	Iteration 26Q: 3 clusters Score -7143068 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -7143175.500000 Penalty: 3633.734131
	Iteration 27Q: 3 clusters Score -7143176 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -7143310.000000 Penalty: 3633.734131
	Iteration 28Q: 3 clusters Score -7143310 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -7143479.500000 Penalty: 3633.734131
	Iteration 29Q: 3 clusters Score -7143480 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -7143590.000000 Penalty: 3633.734131
	Iteration 30Q: 3 clusters Score -7143590 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -7143658.500000 Penalty: 3633.734131
	Iteration 31Q: 3 clusters Score -7143658 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -7143739.500000 Penalty: 3633.734131
	Iteration 32Q: 3 clusters Score -7143740 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -7143834.000000 Penalty: 3633.734131
	Iteration 33Q: 3 clusters Score -7143834 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -7143921.500000 Penalty: 3633.734131
	Iteration 34Q: 3 clusters Score -7143922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -7143987.000000 Penalty: 3633.734131
	Iteration 35Q: 3 clusters Score -7143987 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -7144048.000000 Penalty: 3633.734131
	Iteration 36Q: 3 clusters Score -7144048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -7144087.500000 Penalty: 3633.734131
	Iteration 37Q: 3 clusters Score -7144088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -7144143.500000 Penalty: 3633.734131
	Iteration 38Q: 3 clusters Score -7144144 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -7144202.500000 Penalty: 3633.734131
	Iteration 39Q: 3 clusters Score -7144202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -7144277.000000 Penalty: 3633.734131
	Iteration 40F: 3 clusters Score -7144277 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -7144367.000000 Penalty: 3633.734131
	Iteration 41Q: 3 clusters Score -7144367 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -7144466.000000 Penalty: 3633.734131
	Iteration 42Q: 3 clusters Score -7144466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -7144521.000000 Penalty: 3633.734131
	Iteration 43Q: 3 clusters Score -7144521 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -7144573.000000 Penalty: 3633.734131
	Iteration 44Q: 3 clusters Score -7144573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -7144613.000000 Penalty: 3633.734131
	Iteration 45Q: 3 clusters Score -7144613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 70637 members 
Entering Unmasked Estep 
Score: -7144638.500000 Penalty: 3633.734131
	Iteration 46Q: 3 clusters Score -7144638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -7144655.000000 Penalty: 3633.734131
	Iteration 47Q: 3 clusters Score -7144655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -7144668.500000 Penalty: 3633.734131
	Iteration 48Q: 3 clusters Score -7144668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -7144674.500000 Penalty: 3633.734131
	Iteration 49Q: 3 clusters Score -7144674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -7144676.000000 Penalty: 3633.734131
	Iteration 50Q: 3 clusters Score -7144676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -7144669.000000 Penalty: 3633.734131
	Iteration 51Q: 3 clusters Score -7144669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -7144669.500000 Penalty: 3633.734131
	Iteration 52Q: 3 clusters Score -7144670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -7144675.500000 Penalty: 3633.734131
	Iteration 53Q: 3 clusters Score -7144676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -7144675.500000 Penalty: 3633.734131
	Iteration 54F: 3 clusters Score -7144676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -134283.656250 Penalty: 1184.117432
	Iteration 0F: 2 clusters Score -134283.7 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 713 members 
Entering Unmasked Estep 
Score: -132588.671875 Penalty: 2368.234863
	Iteration 0F: 3 clusters Score -132588.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -132942.593750 Penalty: 2368.234863
	Iteration 1F: 3 clusters Score -132942.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133045.468750 Penalty: 2368.234863
	Iteration 2F: 3 clusters Score -133045.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133084.453125 Penalty: 2368.234863
	Iteration 3Q: 3 clusters Score -133084.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133116.171875 Penalty: 2368.234863
	Iteration 4Q: 3 clusters Score -133116.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133136.062500 Penalty: 2368.234863
	Iteration 5Q: 3 clusters Score -133136.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133151.937500 Penalty: 2368.234863
	Iteration 6Q: 3 clusters Score -133151.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133166.265625 Penalty: 2368.234863
	Iteration 7Q: 3 clusters Score -133166.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133175.390625 Penalty: 2368.234863
	Iteration 8Q: 3 clusters Score -133175.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133192.359375 Penalty: 2368.234863
	Iteration 9Q: 3 clusters Score -133192.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -133211.109375 Penalty: 2368.234863
	Iteration 10Q: 3 clusters Score -133211.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133229.875000 Penalty: 2368.234863
	Iteration 11Q: 3 clusters Score -133229.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133257.515625 Penalty: 2368.234863
	Iteration 12Q: 3 clusters Score -133257.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133286.796875 Penalty: 2368.234863
	Iteration 13Q: 3 clusters Score -133286.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133334.296875 Penalty: 2368.234863
	Iteration 14Q: 3 clusters Score -133334.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -133392.093750 Penalty: 2368.234863
	Iteration 15Q: 3 clusters Score -133392.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -133433.765625 Penalty: 2368.234863
	Iteration 16Q: 3 clusters Score -133433.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -133471.140625 Penalty: 2368.234863
	Iteration 17Q: 3 clusters Score -133471.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133499.937500 Penalty: 2368.234863
	Iteration 18Q: 3 clusters Score -133499.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -133527.578125 Penalty: 2368.234863
	Iteration 19Q: 3 clusters Score -133527.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133556.296875 Penalty: 2368.234863
	Iteration 20F: 3 clusters Score -133556.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -133580.937500 Penalty: 2368.234863
	Iteration 21Q: 3 clusters Score -133580.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133593.640625 Penalty: 2368.234863
	Iteration 22Q: 3 clusters Score -133593.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133606.078125 Penalty: 2368.234863
	Iteration 23Q: 3 clusters Score -133606.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133619.640625 Penalty: 2368.234863
	Iteration 24Q: 3 clusters Score -133619.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -133633.046875 Penalty: 2368.234863
	Iteration 25Q: 3 clusters Score -133633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -133653.734375 Penalty: 2368.234863
	Iteration 26Q: 3 clusters Score -133653.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133666.046875 Penalty: 2368.234863
	Iteration 27Q: 3 clusters Score -133666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -133680.312500 Penalty: 2368.234863
	Iteration 28Q: 3 clusters Score -133680.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133693.843750 Penalty: 2368.234863
	Iteration 29Q: 3 clusters Score -133693.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133720.218750 Penalty: 2368.234863
	Iteration 30Q: 3 clusters Score -133720.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133743.000000 Penalty: 2368.234863
	Iteration 31Q: 3 clusters Score -133743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133767.593750 Penalty: 2368.234863
	Iteration 32Q: 3 clusters Score -133767.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133794.562500 Penalty: 2368.234863
	Iteration 33Q: 3 clusters Score -133794.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -133829.234375 Penalty: 2368.234863
	Iteration 34Q: 3 clusters Score -133829.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -133865.781250 Penalty: 2368.234863
	Iteration 35Q: 3 clusters Score -133865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -133894.875000 Penalty: 2368.234863
	Iteration 36Q: 3 clusters Score -133894.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -133919.390625 Penalty: 2368.234863
	Iteration 37Q: 3 clusters Score -133919.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133939.609375 Penalty: 2368.234863
	Iteration 38Q: 3 clusters Score -133939.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -133964.546875 Penalty: 2368.234863
	Iteration 39Q: 3 clusters Score -133964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133976.437500 Penalty: 2368.234863
	Iteration 40F: 3 clusters Score -133976.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -133985.718750 Penalty: 2368.234863
	Iteration 41Q: 3 clusters Score -133985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -133991.828125 Penalty: 2368.234863
	Iteration 42Q: 3 clusters Score -133991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133997.515625 Penalty: 2368.234863
	Iteration 43Q: 3 clusters Score -133997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -133998.656250 Penalty: 2368.234863
	Iteration 44Q: 3 clusters Score -133998.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -133998.656250 Penalty: 2368.234863
	Iteration 45F: 3 clusters Score -133998.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (302988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302988 members 
Entering Unmasked Estep 
Score: -30816272.000000 Penalty: 2050.985352
	Iteration 0F: 2 clusters Score -3.081627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151284 members 
Mstep: Class 2 contains 151704 members 
Entering Unmasked Estep 
Score: -30614808.000000 Penalty: 4101.970703
	Iteration 0F: 3 clusters Score -3.061481e+07 nChanged 147462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145016 members 
Mstep: Class 2 contains 157972 members 
Entering Unmasked Estep 
Score: -30704100.000000 Penalty: 4101.970703
	Iteration 1F: 3 clusters Score -3.07041e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 162013 members 
Entering Unmasked Estep 
Score: -30706598.000000 Penalty: 4101.970703
	Iteration 2Q: 3 clusters Score -3.07066e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134983 members 
Mstep: Class 2 contains 168005 members 
Entering Unmasked Estep 
Score: -30710726.000000 Penalty: 4101.970703
	Iteration 3Q: 3 clusters Score -3.071073e+07 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126138 members 
Mstep: Class 2 contains 176850 members 
Entering Unmasked Estep 
Score: -30718046.000000 Penalty: 4101.970703
	Iteration 4Q: 3 clusters Score -3.071805e+07 nChanged 18702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 189082 members 
Entering Unmasked Estep 
Score: -30730652.000000 Penalty: 4101.970703
	Iteration 5F: 3 clusters Score -3.073065e+07 nChanged 21856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 202808 members 
Entering Unmasked Estep 
Score: -30748514.000000 Penalty: 4101.970703
	Iteration 6F: 3 clusters Score -3.074851e+07 nChanged 21632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 214668 members 
Entering Unmasked Estep 
Score: -30766252.000000 Penalty: 4101.970703
	Iteration 7F: 3 clusters Score -3.076625e+07 nChanged 17303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 221991 members 
Entering Unmasked Estep 
Score: -30777280.000000 Penalty: 4101.970703
	Iteration 8F: 3 clusters Score -3.077728e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 226613 members 
Entering Unmasked Estep 
Score: -30781910.000000 Penalty: 4101.970703
	Iteration 9Q: 3 clusters Score -3.078191e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 230483 members 
Entering Unmasked Estep 
Score: -30784338.000000 Penalty: 4101.970703
	Iteration 10Q: 3 clusters Score -3.078434e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 234221 members 
Entering Unmasked Estep 
Score: -30785940.000000 Penalty: 4101.970703
	Iteration 11Q: 3 clusters Score -3.078594e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 237832 members 
Entering Unmasked Estep 
Score: -30787978.000000 Penalty: 4101.970703
	Iteration 12Q: 3 clusters Score -3.078798e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 241350 members 
Entering Unmasked Estep 
Score: -30789906.000000 Penalty: 4101.970703
	Iteration 13Q: 3 clusters Score -3.078991e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 244678 members 
Entering Unmasked Estep 
Score: -30791672.000000 Penalty: 4101.970703
	Iteration 14Q: 3 clusters Score -3.079167e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 247763 members 
Entering Unmasked Estep 
Score: -30793318.000000 Penalty: 4101.970703
	Iteration 15Q: 3 clusters Score -3.079332e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 250546 members 
Entering Unmasked Estep 
Score: -30794956.000000 Penalty: 4101.970703
	Iteration 16Q: 3 clusters Score -3.079496e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 253148 members 
Entering Unmasked Estep 
Score: -30796224.000000 Penalty: 4101.970703
	Iteration 17Q: 3 clusters Score -3.079622e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 255583 members 
Entering Unmasked Estep 
Score: -30797444.000000 Penalty: 4101.970703
	Iteration 18Q: 3 clusters Score -3.079744e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 257849 members 
Entering Unmasked Estep 
Score: -30798636.000000 Penalty: 4101.970703
	Iteration 19Q: 3 clusters Score -3.079864e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 259917 members 
Entering Unmasked Estep 
Score: -30799456.000000 Penalty: 4101.970703
	Iteration 20F: 3 clusters Score -3.079946e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 261894 members 
Entering Unmasked Estep 
Score: -30800220.000000 Penalty: 4101.970703
	Iteration 21Q: 3 clusters Score -3.080022e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 263800 members 
Entering Unmasked Estep 
Score: -30800962.000000 Penalty: 4101.970703
	Iteration 22Q: 3 clusters Score -3.080096e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 265625 members 
Entering Unmasked Estep 
Score: -30801678.000000 Penalty: 4101.970703
	Iteration 23Q: 3 clusters Score -3.080168e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 267421 members 
Entering Unmasked Estep 
Score: -30802368.000000 Penalty: 4101.970703
	Iteration 24Q: 3 clusters Score -3.080237e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 269242 members 
Entering Unmasked Estep 
Score: -30803044.000000 Penalty: 4101.970703
	Iteration 25Q: 3 clusters Score -3.080304e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 271062 members 
Entering Unmasked Estep 
Score: -30803828.000000 Penalty: 4101.970703
	Iteration 26Q: 3 clusters Score -3.080383e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 272848 members 
Entering Unmasked Estep 
Score: -30804426.000000 Penalty: 4101.970703
	Iteration 27Q: 3 clusters Score -3.080443e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 274623 members 
Entering Unmasked Estep 
Score: -30805228.000000 Penalty: 4101.970703
	Iteration 28Q: 3 clusters Score -3.080523e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 276358 members 
Entering Unmasked Estep 
Score: -30805790.000000 Penalty: 4101.970703
	Iteration 29Q: 3 clusters Score -3.080579e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 278059 members 
Entering Unmasked Estep 
Score: -30806616.000000 Penalty: 4101.970703
	Iteration 30Q: 3 clusters Score -3.080662e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 279727 members 
Entering Unmasked Estep 
Score: -30807352.000000 Penalty: 4101.970703
	Iteration 31Q: 3 clusters Score -3.080735e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 281307 members 
Entering Unmasked Estep 
Score: -30807876.000000 Penalty: 4101.970703
	Iteration 32Q: 3 clusters Score -3.080788e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 282807 members 
Entering Unmasked Estep 
Score: -30808530.000000 Penalty: 4101.970703
	Iteration 33Q: 3 clusters Score -3.080853e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 284188 members 
Entering Unmasked Estep 
Score: -30809256.000000 Penalty: 4101.970703
	Iteration 34Q: 3 clusters Score -3.080926e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 285611 members 
Entering Unmasked Estep 
Score: -30809838.000000 Penalty: 4101.970703
	Iteration 35Q: 3 clusters Score -3.080984e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 287084 members 
Entering Unmasked Estep 
Score: -30810634.000000 Penalty: 4101.970703
	Iteration 36Q: 3 clusters Score -3.081063e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 288565 members 
Entering Unmasked Estep 
Score: -30811412.000000 Penalty: 4101.970703
	Iteration 37Q: 3 clusters Score -3.081141e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 289979 members 
Entering Unmasked Estep 
Score: -30812036.000000 Penalty: 4101.970703
	Iteration 38Q: 3 clusters Score -3.081204e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 291316 members 
Entering Unmasked Estep 
Score: -30812500.000000 Penalty: 4101.970703
	Iteration 39Q: 3 clusters Score -3.08125e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 292548 members 
Entering Unmasked Estep 
Score: -30812950.000000 Penalty: 4101.970703
	Iteration 40F: 3 clusters Score -3.081295e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 293694 members 
Entering Unmasked Estep 
Score: -30813582.000000 Penalty: 4101.970703
	Iteration 41Q: 3 clusters Score -3.081358e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 294773 members 
Entering Unmasked Estep 
Score: -30814080.000000 Penalty: 4101.970703
	Iteration 42Q: 3 clusters Score -3.081408e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 295735 members 
Entering Unmasked Estep 
Score: -30814244.000000 Penalty: 4101.970703
	Iteration 43Q: 3 clusters Score -3.081424e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 296604 members 
Entering Unmasked Estep 
Score: -30814542.000000 Penalty: 4101.970703
	Iteration 44Q: 3 clusters Score -3.081454e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 297364 members 
Entering Unmasked Estep 
Score: -30814616.000000 Penalty: 4101.970703
	Iteration 45Q: 3 clusters Score -3.081462e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 298060 members 
Entering Unmasked Estep 
Score: -30814668.000000 Penalty: 4101.970703
	Iteration 46Q: 3 clusters Score -3.081467e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 298674 members 
Entering Unmasked Estep 
Score: -30814794.000000 Penalty: 4101.970703
	Iteration 47Q: 3 clusters Score -3.081479e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 299199 members 
Entering Unmasked Estep 
Score: -30814828.000000 Penalty: 4101.970703
	Iteration 48Q: 3 clusters Score -3.081483e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 299656 members 
Entering Unmasked Estep 
Score: -30814910.000000 Penalty: 4101.970703
	Iteration 49Q: 3 clusters Score -3.081491e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 300029 members 
Entering Unmasked Estep 
Score: -30815058.000000 Penalty: 4101.970703
	Iteration 50Q: 3 clusters Score -3.081506e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 300332 members 
Entering Unmasked Estep 
Score: -30815046.000000 Penalty: 4101.970703
	Iteration 51Q: 3 clusters Score -3.081505e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 300587 members 
Entering Unmasked Estep 
Score: -30815068.000000 Penalty: 4101.970703
	Iteration 52Q: 3 clusters Score -3.081507e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 300798 members 
Entering Unmasked Estep 
Score: -30815156.000000 Penalty: 4101.970703
	Iteration 53Q: 3 clusters Score -3.081516e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 300969 members 
Entering Unmasked Estep 
Score: -30815170.000000 Penalty: 4101.970703
	Iteration 54Q: 3 clusters Score -3.081517e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 301106 members 
Entering Unmasked Estep 
Score: -30815136.000000 Penalty: 4101.970703
	Iteration 55Q: 3 clusters Score -3.081514e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 301206 members 
Entering Unmasked Estep 
Score: -30815120.000000 Penalty: 4101.970703
	Iteration 56Q: 3 clusters Score -3.081512e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 301301 members 
Entering Unmasked Estep 
Score: -30815164.000000 Penalty: 4101.970703
	Iteration 57Q: 3 clusters Score -3.081516e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 301384 members 
Entering Unmasked Estep 
Score: -30815146.000000 Penalty: 4101.970703
	Iteration 58Q: 3 clusters Score -3.081515e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 301464 members 
Entering Unmasked Estep 
Score: -30815160.000000 Penalty: 4101.970703
	Iteration 59Q: 3 clusters Score -3.081516e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 301524 members 
Entering Unmasked Estep 
Score: -30815186.000000 Penalty: 4101.970703
	Iteration 60F: 3 clusters Score -3.081519e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 301582 members 
Entering Unmasked Estep 
Score: -30815174.000000 Penalty: 4101.970703
	Iteration 61Q: 3 clusters Score -3.081517e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 301633 members 
Entering Unmasked Estep 
Score: -30815190.000000 Penalty: 4101.970703
	Iteration 62Q: 3 clusters Score -3.081519e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 301677 members 
Entering Unmasked Estep 
Score: -30815190.000000 Penalty: 4101.970703
	Iteration 63Q: 3 clusters Score -3.081519e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 301700 members 
Entering Unmasked Estep 
Score: -30815180.000000 Penalty: 4101.970703
	Iteration 64Q: 3 clusters Score -3.081518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 301719 members 
Entering Unmasked Estep 
Score: -30815156.000000 Penalty: 4101.970703
	Iteration 65Q: 3 clusters Score -3.081516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 301737 members 
Entering Unmasked Estep 
Score: -30815176.000000 Penalty: 4101.970703
	Iteration 66Q: 3 clusters Score -3.081518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 301750 members 
Entering Unmasked Estep 
Score: -30815152.000000 Penalty: 4101.970703
	Iteration 67Q: 3 clusters Score -3.081515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 301761 members 
Entering Unmasked Estep 
Score: -30815142.000000 Penalty: 4101.970703
	Iteration 68Q: 3 clusters Score -3.081514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 301773 members 
Entering Unmasked Estep 
Score: -30815150.000000 Penalty: 4101.970703
	Iteration 69Q: 3 clusters Score -3.081515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 301779 members 
Entering Unmasked Estep 
Score: -30815154.000000 Penalty: 4101.970703
	Iteration 70Q: 3 clusters Score -3.081515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 301781 members 
Entering Unmasked Estep 
Score: -30815142.000000 Penalty: 4101.970703
	Iteration 71Q: 3 clusters Score -3.081514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 301782 members 
Entering Unmasked Estep 
Score: -30815146.000000 Penalty: 4101.970703
	Iteration 72Q: 3 clusters Score -3.081515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 301785 members 
Entering Unmasked Estep 
Score: -30815130.000000 Penalty: 4101.970703
	Iteration 73Q: 3 clusters Score -3.081513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 301788 members 
Entering Unmasked Estep 
Score: -30815144.000000 Penalty: 4101.970703
	Iteration 74Q: 3 clusters Score -3.081514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 301792 members 
Entering Unmasked Estep 
Score: -30815148.000000 Penalty: 4101.970703
	Iteration 75Q: 3 clusters Score -3.081515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 301796 members 
Entering Unmasked Estep 
Score: -30815136.000000 Penalty: 4101.970703
	Iteration 76Q: 3 clusters Score -3.081514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 301799 members 
Entering Unmasked Estep 
Score: -30815152.000000 Penalty: 4101.970703
	Iteration 77Q: 3 clusters Score -3.081515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 301799 members 
Entering Unmasked Estep 
Score: -30815156.000000 Penalty: 4101.970703
	Iteration 78Q: 3 clusters Score -3.081516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 301801 members 
Entering Unmasked Estep 
Score: -30815156.000000 Penalty: 4101.970703
	Iteration 79Q: 3 clusters Score -3.081516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 301804 members 
Entering Unmasked Estep 
Score: -30815146.000000 Penalty: 4101.970703
	Iteration 80F: 3 clusters Score -3.081515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 301808 members 
Entering Unmasked Estep 
Score: -30815134.000000 Penalty: 4101.970703
	Iteration 81Q: 3 clusters Score -3.081513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 301810 members 
Entering Unmasked Estep 
Score: -30815128.000000 Penalty: 4101.970703
	Iteration 82Q: 3 clusters Score -3.081513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 301812 members 
Entering Unmasked Estep 
Score: -30815128.000000 Penalty: 4101.970703
	Iteration 83Q: 3 clusters Score -3.081513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 301814 members 
Entering Unmasked Estep 
Score: -30815142.000000 Penalty: 4101.970703
	Iteration 84Q: 3 clusters Score -3.081514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 301815 members 
Entering Unmasked Estep 
Score: -30815128.000000 Penalty: 4101.970703
	Iteration 85Q: 3 clusters Score -3.081513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 301816 members 
Entering Unmasked Estep 
Score: -30815120.000000 Penalty: 4101.970703
	Iteration 86Q: 3 clusters Score -3.081512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 301817 members 
Entering Unmasked Estep 
Score: -30815134.000000 Penalty: 4101.970703
	Iteration 87Q: 3 clusters Score -3.081513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 301817 members 
Entering Unmasked Estep 
Score: -30815134.000000 Penalty: 4101.970703
	Iteration 88F: 3 clusters Score -3.081513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Entering Unmasked Estep 
Score: -2357666.000000 Penalty: 1630.537476
	Iteration 0F: 2 clusters Score -2357666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2342206.750000 Penalty: 3261.074951
	Iteration 0F: 3 clusters Score -2342207 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2347824.000000 Penalty: 3261.074951
	Iteration 1F: 3 clusters Score -2347824 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2348180.750000 Penalty: 3261.074951
	Iteration 2Q: 3 clusters Score -2348181 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2348567.250000 Penalty: 3261.074951
	Iteration 3Q: 3 clusters Score -2348567 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2349039.250000 Penalty: 3261.074951
	Iteration 4Q: 3 clusters Score -2349039 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2349666.250000 Penalty: 3261.074951
	Iteration 5F: 3 clusters Score -2349666 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2350635.750000 Penalty: 3261.074951
	Iteration 6F: 3 clusters Score -2350636 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2351959.250000 Penalty: 3261.074951
	Iteration 7F: 3 clusters Score -2351959 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2353336.500000 Penalty: 3261.074951
	Iteration 8F: 3 clusters Score -2353336 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2354494.750000 Penalty: 3261.074951
	Iteration 9F: 3 clusters Score -2354495 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2355210.750000 Penalty: 3261.074951
	Iteration 10Q: 3 clusters Score -2355211 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2355662.000000 Penalty: 3261.074951
	Iteration 11Q: 3 clusters Score -2355662 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2355931.250000 Penalty: 3261.074951
	Iteration 12Q: 3 clusters Score -2355931 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2356069.750000 Penalty: 3261.074951
	Iteration 13Q: 3 clusters Score -2356070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2356129.750000 Penalty: 3261.074951
	Iteration 14Q: 3 clusters Score -2356130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2356179.500000 Penalty: 3261.074951
	Iteration 15Q: 3 clusters Score -2356180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2356211.250000 Penalty: 3261.074951
	Iteration 16Q: 3 clusters Score -2356211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2356229.750000 Penalty: 3261.074951
	Iteration 17Q: 3 clusters Score -2356230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2356251.500000 Penalty: 3261.074951
	Iteration 18Q: 3 clusters Score -2356252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2356271.000000 Penalty: 3261.074951
	Iteration 19Q: 3 clusters Score -2356271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2356275.750000 Penalty: 3261.074951
	Iteration 20F: 3 clusters Score -2356276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2356282.250000 Penalty: 3261.074951
	Iteration 21Q: 3 clusters Score -2356282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2356291.000000 Penalty: 3261.074951
	Iteration 22Q: 3 clusters Score -2356291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2356296.250000 Penalty: 3261.074951
	Iteration 23Q: 3 clusters Score -2356296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2356297.500000 Penalty: 3261.074951
	Iteration 24Q: 3 clusters Score -2356298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2356297.250000 Penalty: 3261.074951
	Iteration 25Q: 3 clusters Score -2356297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2356297.250000 Penalty: 3261.074951
	Iteration 26F: 3 clusters Score -2356297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (218244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218244 members 
Entering Unmasked Estep 
Score: -22180530.000000 Penalty: 1997.672485
	Iteration 0F: 2 clusters Score -2.218053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109035 members 
Mstep: Class 2 contains 109209 members 
Entering Unmasked Estep 
Score: -22035222.000000 Penalty: 3995.344971
	Iteration 0F: 3 clusters Score -2.203522e+07 nChanged 106043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105826 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -22097898.000000 Penalty: 3995.344971
	Iteration 1F: 3 clusters Score -2.20979e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 114848 members 
Entering Unmasked Estep 
Score: -22099378.000000 Penalty: 3995.344971
	Iteration 2Q: 3 clusters Score -2.209938e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99726 members 
Mstep: Class 2 contains 118518 members 
Entering Unmasked Estep 
Score: -22101934.000000 Penalty: 3995.344971
	Iteration 3Q: 3 clusters Score -2.210193e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 124046 members 
Entering Unmasked Estep 
Score: -22105430.000000 Penalty: 3995.344971
	Iteration 4Q: 3 clusters Score -2.210543e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86435 members 
Mstep: Class 2 contains 131809 members 
Entering Unmasked Estep 
Score: -22111098.000000 Penalty: 3995.344971
	Iteration 5F: 3 clusters Score -2.21111e+07 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 142341 members 
Entering Unmasked Estep 
Score: -22119134.000000 Penalty: 3995.344971
	Iteration 6F: 3 clusters Score -2.211913e+07 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -22130460.000000 Penalty: 3995.344971
	Iteration 7F: 3 clusters Score -2.213046e+07 nChanged 15772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 168607 members 
Entering Unmasked Estep 
Score: -22143778.000000 Penalty: 3995.344971
	Iteration 8F: 3 clusters Score -2.214378e+07 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 180579 members 
Entering Unmasked Estep 
Score: -22155858.000000 Penalty: 3995.344971
	Iteration 9F: 3 clusters Score -2.215586e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 188906 members 
Entering Unmasked Estep 
Score: -22163822.000000 Penalty: 3995.344971
	Iteration 10Q: 3 clusters Score -2.216382e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 194431 members 
Entering Unmasked Estep 
Score: -22168214.000000 Penalty: 3995.344971
	Iteration 11Q: 3 clusters Score -2.216821e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 198459 members 
Entering Unmasked Estep 
Score: -22171250.000000 Penalty: 3995.344971
	Iteration 12Q: 3 clusters Score -2.217125e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 201642 members 
Entering Unmasked Estep 
Score: -22173236.000000 Penalty: 3995.344971
	Iteration 13Q: 3 clusters Score -2.217324e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 204129 members 
Entering Unmasked Estep 
Score: -22174624.000000 Penalty: 3995.344971
	Iteration 14Q: 3 clusters Score -2.217462e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 206154 members 
Entering Unmasked Estep 
Score: -22175794.000000 Penalty: 3995.344971
	Iteration 15Q: 3 clusters Score -2.217579e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 207796 members 
Entering Unmasked Estep 
Score: -22176718.000000 Penalty: 3995.344971
	Iteration 16Q: 3 clusters Score -2.217672e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 209104 members 
Entering Unmasked Estep 
Score: -22177336.000000 Penalty: 3995.344971
	Iteration 17Q: 3 clusters Score -2.217734e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 210175 members 
Entering Unmasked Estep 
Score: -22177762.000000 Penalty: 3995.344971
	Iteration 18Q: 3 clusters Score -2.217776e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 211025 members 
Entering Unmasked Estep 
Score: -22178190.000000 Penalty: 3995.344971
	Iteration 19Q: 3 clusters Score -2.217819e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 211707 members 
Entering Unmasked Estep 
Score: -22178480.000000 Penalty: 3995.344971
	Iteration 20F: 3 clusters Score -2.217848e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 212293 members 
Entering Unmasked Estep 
Score: -22178684.000000 Penalty: 3995.344971
	Iteration 21Q: 3 clusters Score -2.217868e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 212792 members 
Entering Unmasked Estep 
Score: -22178788.000000 Penalty: 3995.344971
	Iteration 22Q: 3 clusters Score -2.217879e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 213224 members 
Entering Unmasked Estep 
Score: -22178934.000000 Penalty: 3995.344971
	Iteration 23Q: 3 clusters Score -2.217893e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 213583 members 
Entering Unmasked Estep 
Score: -22178994.000000 Penalty: 3995.344971
	Iteration 24Q: 3 clusters Score -2.217899e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 213894 members 
Entering Unmasked Estep 
Score: -22179178.000000 Penalty: 3995.344971
	Iteration 25Q: 3 clusters Score -2.217918e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 214136 members 
Entering Unmasked Estep 
Score: -22179232.000000 Penalty: 3995.344971
	Iteration 26Q: 3 clusters Score -2.217923e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 214371 members 
Entering Unmasked Estep 
Score: -22179268.000000 Penalty: 3995.344971
	Iteration 27Q: 3 clusters Score -2.217927e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 214601 members 
Entering Unmasked Estep 
Score: -22179256.000000 Penalty: 3995.344971
	Iteration 28Q: 3 clusters Score -2.217926e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 214795 members 
Entering Unmasked Estep 
Score: -22179338.000000 Penalty: 3995.344971
	Iteration 29Q: 3 clusters Score -2.217934e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 214949 members 
Entering Unmasked Estep 
Score: -22179400.000000 Penalty: 3995.344971
	Iteration 30Q: 3 clusters Score -2.21794e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 215076 members 
Entering Unmasked Estep 
Score: -22179410.000000 Penalty: 3995.344971
	Iteration 31Q: 3 clusters Score -2.217941e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 215173 members 
Entering Unmasked Estep 
Score: -22179418.000000 Penalty: 3995.344971
	Iteration 32Q: 3 clusters Score -2.217942e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 215247 members 
Entering Unmasked Estep 
Score: -22179414.000000 Penalty: 3995.344971
	Iteration 33Q: 3 clusters Score -2.217941e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 215320 members 
Entering Unmasked Estep 
Score: -22179438.000000 Penalty: 3995.344971
	Iteration 34Q: 3 clusters Score -2.217944e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 215390 members 
Entering Unmasked Estep 
Score: -22179510.000000 Penalty: 3995.344971
	Iteration 35Q: 3 clusters Score -2.217951e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 215448 members 
Entering Unmasked Estep 
Score: -22179476.000000 Penalty: 3995.344971
	Iteration 36Q: 3 clusters Score -2.217948e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 215514 members 
Entering Unmasked Estep 
Score: -22179522.000000 Penalty: 3995.344971
	Iteration 37Q: 3 clusters Score -2.217952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 215561 members 
Entering Unmasked Estep 
Score: -22179506.000000 Penalty: 3995.344971
	Iteration 38Q: 3 clusters Score -2.217951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 215602 members 
Entering Unmasked Estep 
Score: -22179482.000000 Penalty: 3995.344971
	Iteration 39Q: 3 clusters Score -2.217948e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 215640 members 
Entering Unmasked Estep 
Score: -22179484.000000 Penalty: 3995.344971
	Iteration 40F: 3 clusters Score -2.217948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 215675 members 
Entering Unmasked Estep 
Score: -22179486.000000 Penalty: 3995.344971
	Iteration 41Q: 3 clusters Score -2.217949e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 215715 members 
Entering Unmasked Estep 
Score: -22179512.000000 Penalty: 3995.344971
	Iteration 42Q: 3 clusters Score -2.217951e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 215744 members 
Entering Unmasked Estep 
Score: -22179508.000000 Penalty: 3995.344971
	Iteration 43Q: 3 clusters Score -2.217951e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 215775 members 
Entering Unmasked Estep 
Score: -22179512.000000 Penalty: 3995.344971
	Iteration 44Q: 3 clusters Score -2.217951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 215802 members 
Entering Unmasked Estep 
Score: -22179498.000000 Penalty: 3995.344971
	Iteration 45Q: 3 clusters Score -2.21795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 215825 members 
Entering Unmasked Estep 
Score: -22179520.000000 Penalty: 3995.344971
	Iteration 46Q: 3 clusters Score -2.217952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 215842 members 
Entering Unmasked Estep 
Score: -22179526.000000 Penalty: 3995.344971
	Iteration 47Q: 3 clusters Score -2.217953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 215856 members 
Entering Unmasked Estep 
Score: -22179514.000000 Penalty: 3995.344971
	Iteration 48Q: 3 clusters Score -2.217951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 215866 members 
Entering Unmasked Estep 
Score: -22179520.000000 Penalty: 3995.344971
	Iteration 49Q: 3 clusters Score -2.217952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 215873 members 
Entering Unmasked Estep 
Score: -22179508.000000 Penalty: 3995.344971
	Iteration 50Q: 3 clusters Score -2.217951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 215886 members 
Entering Unmasked Estep 
Score: -22179516.000000 Penalty: 3995.344971
	Iteration 51Q: 3 clusters Score -2.217952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 215892 members 
Entering Unmasked Estep 
Score: -22179514.000000 Penalty: 3995.344971
	Iteration 52Q: 3 clusters Score -2.217951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 215896 members 
Entering Unmasked Estep 
Score: -22179522.000000 Penalty: 3995.344971
	Iteration 53Q: 3 clusters Score -2.217952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 215898 members 
Entering Unmasked Estep 
Score: -22179514.000000 Penalty: 3995.344971
	Iteration 54Q: 3 clusters Score -2.217951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 215900 members 
Entering Unmasked Estep 
Score: -22179522.000000 Penalty: 3995.344971
	Iteration 55Q: 3 clusters Score -2.217952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 215902 members 
Entering Unmasked Estep 
Score: -22179524.000000 Penalty: 3995.344971
	Iteration 56Q: 3 clusters Score -2.217952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 215905 members 
Entering Unmasked Estep 
Score: -22179528.000000 Penalty: 3995.344971
	Iteration 57Q: 3 clusters Score -2.217953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 215906 members 
Entering Unmasked Estep 
Score: -22179516.000000 Penalty: 3995.344971
	Iteration 58Q: 3 clusters Score -2.217952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 215908 members 
Entering Unmasked Estep 
Score: -22179516.000000 Penalty: 3995.344971
	Iteration 59Q: 3 clusters Score -2.217952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 215908 members 
Entering Unmasked Estep 
Score: -22179516.000000 Penalty: 3995.344971
	Iteration 60F: 3 clusters Score -2.217952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -256757.593750 Penalty: 1282.523438
	Iteration 0F: 2 clusters Score -256757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -254270.031250 Penalty: 2565.046875
	Iteration 0F: 3 clusters Score -254270 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -254980.546875 Penalty: 2565.046875
	Iteration 1F: 3 clusters Score -254980.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -255170.312500 Penalty: 2565.046875
	Iteration 2F: 3 clusters Score -255170.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -255316.250000 Penalty: 2565.046875
	Iteration 3F: 3 clusters Score -255316.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -255468.109375 Penalty: 2565.046875
	Iteration 4F: 3 clusters Score -255468.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -255627.328125 Penalty: 2565.046875
	Iteration 5F: 3 clusters Score -255627.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -255744.546875 Penalty: 2565.046875
	Iteration 6Q: 3 clusters Score -255744.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -255814.671875 Penalty: 2565.046875
	Iteration 7Q: 3 clusters Score -255814.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -255858.875000 Penalty: 2565.046875
	Iteration 8Q: 3 clusters Score -255858.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -255889.984375 Penalty: 2565.046875
	Iteration 9Q: 3 clusters Score -255890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -255918.015625 Penalty: 2565.046875
	Iteration 10Q: 3 clusters Score -255918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -255946.343750 Penalty: 2565.046875
	Iteration 11Q: 3 clusters Score -255946.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -255967.796875 Penalty: 2565.046875
	Iteration 12Q: 3 clusters Score -255967.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -255989.046875 Penalty: 2565.046875
	Iteration 13Q: 3 clusters Score -255989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -256009.203125 Penalty: 2565.046875
	Iteration 14Q: 3 clusters Score -256009.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -256023.515625 Penalty: 2565.046875
	Iteration 15Q: 3 clusters Score -256023.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -256030.328125 Penalty: 2565.046875
	Iteration 16Q: 3 clusters Score -256030.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -256040.062500 Penalty: 2565.046875
	Iteration 17Q: 3 clusters Score -256040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -256046.343750 Penalty: 2565.046875
	Iteration 18Q: 3 clusters Score -256046.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -256051.812500 Penalty: 2565.046875
	Iteration 19Q: 3 clusters Score -256051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -256055.078125 Penalty: 2565.046875
	Iteration 20F: 3 clusters Score -256055.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -256061.109375 Penalty: 2565.046875
	Iteration 21Q: 3 clusters Score -256061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -256069.343750 Penalty: 2565.046875
	Iteration 22Q: 3 clusters Score -256069.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -256074.078125 Penalty: 2565.046875
	Iteration 23Q: 3 clusters Score -256074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -256078.640625 Penalty: 2565.046875
	Iteration 24Q: 3 clusters Score -256078.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -256080.046875 Penalty: 2565.046875
	Iteration 25Q: 3 clusters Score -256080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -256081.921875 Penalty: 2565.046875
	Iteration 26Q: 3 clusters Score -256081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -256083.015625 Penalty: 2565.046875
	Iteration 27Q: 3 clusters Score -256083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -256084.421875 Penalty: 2565.046875
	Iteration 28Q: 3 clusters Score -256084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -256085.421875 Penalty: 2565.046875
	Iteration 29Q: 3 clusters Score -256085.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -256085.421875 Penalty: 2565.046875
	Iteration 30F: 3 clusters Score -256085.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -262511.718750 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -262511.7 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 1334 members 
Entering Unmasked Estep 
Score: -260089.031250 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -260089 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -260649.781250 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -260649.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -260785.312500 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -260785.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -260852.734375 Penalty: 2549.887451
	Iteration 3Q: 3 clusters Score -260852.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -260893.109375 Penalty: 2549.887451
	Iteration 4Q: 3 clusters Score -260893.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -260921.781250 Penalty: 2549.887451
	Iteration 5Q: 3 clusters Score -260921.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -260952.421875 Penalty: 2549.887451
	Iteration 6Q: 3 clusters Score -260952.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -260974.890625 Penalty: 2549.887451
	Iteration 7Q: 3 clusters Score -260974.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -260994.234375 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -260994.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -261017.546875 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -261017.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -261038.703125 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -261038.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -261060.750000 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -261060.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -261076.265625 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -261076.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -261093.906250 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -261093.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -261107.765625 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -261107.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -261121.953125 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -261122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -261141.734375 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -261141.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -261158.281250 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -261158.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -261165.921875 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -261165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -261175.015625 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -261175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -261189.000000 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -261189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -261206.671875 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -261206.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -261226.140625 Penalty: 2549.887451
	Iteration 22Q: 3 clusters Score -261226.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -261236.890625 Penalty: 2549.887451
	Iteration 23Q: 3 clusters Score -261236.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -261246.796875 Penalty: 2549.887451
	Iteration 24Q: 3 clusters Score -261246.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -261254.531250 Penalty: 2549.887451
	Iteration 25Q: 3 clusters Score -261254.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -261262.750000 Penalty: 2549.887451
	Iteration 26Q: 3 clusters Score -261262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -261269.375000 Penalty: 2549.887451
	Iteration 27Q: 3 clusters Score -261269.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -261275.312500 Penalty: 2549.887451
	Iteration 28Q: 3 clusters Score -261275.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -261282.453125 Penalty: 2549.887451
	Iteration 29Q: 3 clusters Score -261282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -261288.812500 Penalty: 2549.887451
	Iteration 30Q: 3 clusters Score -261288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -261293.437500 Penalty: 2549.887451
	Iteration 31Q: 3 clusters Score -261293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -261296.062500 Penalty: 2549.887451
	Iteration 32Q: 3 clusters Score -261296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -261299.062500 Penalty: 2549.887451
	Iteration 33Q: 3 clusters Score -261299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -261300.984375 Penalty: 2549.887451
	Iteration 34Q: 3 clusters Score -261301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -261302.484375 Penalty: 2549.887451
	Iteration 35Q: 3 clusters Score -261302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -261303.390625 Penalty: 2549.887451
	Iteration 36Q: 3 clusters Score -261303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -261303.562500 Penalty: 2549.887451
	Iteration 37Q: 3 clusters Score -261303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -261305.281250 Penalty: 2549.887451
	Iteration 38Q: 3 clusters Score -261305.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -261307.015625 Penalty: 2549.887451
	Iteration 39Q: 3 clusters Score -261307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -261309.187500 Penalty: 2549.887451
	Iteration 40F: 3 clusters Score -261309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -261310.093750 Penalty: 2549.887451
	Iteration 41Q: 3 clusters Score -261310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -261311.359375 Penalty: 2549.887451
	Iteration 42Q: 3 clusters Score -261311.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -261311.500000 Penalty: 2549.887451
	Iteration 43Q: 3 clusters Score -261311.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -261311.500000 Penalty: 2549.887451
	Iteration 44F: 3 clusters Score -261311.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -215624.187500 Penalty: 1239.079956
	Iteration 0F: 2 clusters Score -215624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -213479.093750 Penalty: 2478.159912
	Iteration 0F: 3 clusters Score -213479.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -213941.125000 Penalty: 2478.159912
	Iteration 1F: 3 clusters Score -213941.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -214044.281250 Penalty: 2478.159912
	Iteration 2F: 3 clusters Score -214044.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -214098.781250 Penalty: 2478.159912
	Iteration 3Q: 3 clusters Score -214098.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -214141.609375 Penalty: 2478.159912
	Iteration 4Q: 3 clusters Score -214141.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -214174.953125 Penalty: 2478.159912
	Iteration 5Q: 3 clusters Score -214175 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -214208.109375 Penalty: 2478.159912
	Iteration 6Q: 3 clusters Score -214208.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -214227.484375 Penalty: 2478.159912
	Iteration 7Q: 3 clusters Score -214227.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -214242.578125 Penalty: 2478.159912
	Iteration 8Q: 3 clusters Score -214242.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -214254.500000 Penalty: 2478.159912
	Iteration 9Q: 3 clusters Score -214254.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -214262.906250 Penalty: 2478.159912
	Iteration 10Q: 3 clusters Score -214262.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -214270.828125 Penalty: 2478.159912
	Iteration 11Q: 3 clusters Score -214270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -214274.984375 Penalty: 2478.159912
	Iteration 12Q: 3 clusters Score -214275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -214279.031250 Penalty: 2478.159912
	Iteration 13Q: 3 clusters Score -214279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -214285.140625 Penalty: 2478.159912
	Iteration 14Q: 3 clusters Score -214285.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -214291.109375 Penalty: 2478.159912
	Iteration 15Q: 3 clusters Score -214291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -214296.890625 Penalty: 2478.159912
	Iteration 16Q: 3 clusters Score -214296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -214299.703125 Penalty: 2478.159912
	Iteration 17Q: 3 clusters Score -214299.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -214300.281250 Penalty: 2478.159912
	Iteration 18Q: 3 clusters Score -214300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -214301.109375 Penalty: 2478.159912
	Iteration 19Q: 3 clusters Score -214301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -214302.250000 Penalty: 2478.159912
	Iteration 20F: 3 clusters Score -214302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -214304.718750 Penalty: 2478.159912
	Iteration 21Q: 3 clusters Score -214304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -214306.875000 Penalty: 2478.159912
	Iteration 22Q: 3 clusters Score -214306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -214309.953125 Penalty: 2478.159912
	Iteration 23Q: 3 clusters Score -214310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -214313.265625 Penalty: 2478.159912
	Iteration 24Q: 3 clusters Score -214313.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -214315.593750 Penalty: 2478.159912
	Iteration 25Q: 3 clusters Score -214315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -214317.750000 Penalty: 2478.159912
	Iteration 26Q: 3 clusters Score -214317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -214321.015625 Penalty: 2478.159912
	Iteration 27Q: 3 clusters Score -214321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -214322.218750 Penalty: 2478.159912
	Iteration 28Q: 3 clusters Score -214322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -214322.687500 Penalty: 2478.159912
	Iteration 29Q: 3 clusters Score -214322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -214324.687500 Penalty: 2478.159912
	Iteration 30Q: 3 clusters Score -214324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -214326.218750 Penalty: 2478.159912
	Iteration 31Q: 3 clusters Score -214326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -214327.578125 Penalty: 2478.159912
	Iteration 32Q: 3 clusters Score -214327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -214329.921875 Penalty: 2478.159912
	Iteration 33Q: 3 clusters Score -214329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -214330.609375 Penalty: 2478.159912
	Iteration 34Q: 3 clusters Score -214330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -214331.515625 Penalty: 2478.159912
	Iteration 35Q: 3 clusters Score -214331.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -214331.546875 Penalty: 2478.159912
	Iteration 36Q: 3 clusters Score -214331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -214331.546875 Penalty: 2478.159912
	Iteration 37F: 3 clusters Score -214331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Entering Unmasked Estep 
Score: -1016560.437500 Penalty: 1503.147461
	Iteration 0F: 2 clusters Score -1016560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1009125.500000 Penalty: 3006.294922
	Iteration 0F: 3 clusters Score -1009126 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1011546.687500 Penalty: 3006.294922
	Iteration 1F: 3 clusters Score -1011547 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1011770.687500 Penalty: 3006.294922
	Iteration 2F: 3 clusters Score -1011771 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1011967.500000 Penalty: 3006.294922
	Iteration 3Q: 3 clusters Score -1011968 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1012148.687500 Penalty: 3006.294922
	Iteration 4Q: 3 clusters Score -1012149 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1012382.937500 Penalty: 3006.294922
	Iteration 5Q: 3 clusters Score -1012383 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1012697.250000 Penalty: 3006.294922
	Iteration 6F: 3 clusters Score -1012697 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1013031.000000 Penalty: 3006.294922
	Iteration 7F: 3 clusters Score -1013031 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1013416.750000 Penalty: 3006.294922
	Iteration 8F: 3 clusters Score -1013417 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1013864.812500 Penalty: 3006.294922
	Iteration 9F: 3 clusters Score -1013865 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1014373.625000 Penalty: 3006.294922
	Iteration 10F: 3 clusters Score -1014374 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1014838.750000 Penalty: 3006.294922
	Iteration 11Q: 3 clusters Score -1014839 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1015193.437500 Penalty: 3006.294922
	Iteration 12Q: 3 clusters Score -1015193 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1015426.062500 Penalty: 3006.294922
	Iteration 13Q: 3 clusters Score -1015426 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1015509.250000 Penalty: 3006.294922
	Iteration 14Q: 3 clusters Score -1015509 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1015551.062500 Penalty: 3006.294922
	Iteration 15Q: 3 clusters Score -1015551 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1015570.062500 Penalty: 3006.294922
	Iteration 16Q: 3 clusters Score -1015570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1015581.125000 Penalty: 3006.294922
	Iteration 17Q: 3 clusters Score -1015581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1015589.000000 Penalty: 3006.294922
	Iteration 18Q: 3 clusters Score -1015589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1015597.437500 Penalty: 3006.294922
	Iteration 19Q: 3 clusters Score -1015597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1015598.750000 Penalty: 3006.294922
	Iteration 20F: 3 clusters Score -1015599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1015603.437500 Penalty: 3006.294922
	Iteration 21Q: 3 clusters Score -1015603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1015607.875000 Penalty: 3006.294922
	Iteration 22Q: 3 clusters Score -1015608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1015606.375000 Penalty: 3006.294922
	Iteration 23Q: 3 clusters Score -1015606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1015607.187500 Penalty: 3006.294922
	Iteration 24Q: 3 clusters Score -1015607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1015607.812500 Penalty: 3006.294922
	Iteration 25Q: 3 clusters Score -1015608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1015609.625000 Penalty: 3006.294922
	Iteration 26Q: 3 clusters Score -1015610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1015612.687500 Penalty: 3006.294922
	Iteration 27Q: 3 clusters Score -1015613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1015612.812500 Penalty: 3006.294922
	Iteration 28Q: 3 clusters Score -1015613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1015612.062500 Penalty: 3006.294922
	Iteration 29Q: 3 clusters Score -1015612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1015612.625000 Penalty: 3006.294922
	Iteration 30Q: 3 clusters Score -1015613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1015612.312500 Penalty: 3006.294922
	Iteration 31Q: 3 clusters Score -1015612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1015612.062500 Penalty: 3006.294922
	Iteration 32Q: 3 clusters Score -1015612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1015613.750000 Penalty: 3006.294922
	Iteration 33Q: 3 clusters Score -1015614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1015614.937500 Penalty: 3006.294922
	Iteration 34Q: 3 clusters Score -1015615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1015614.187500 Penalty: 3006.294922
	Iteration 35Q: 3 clusters Score -1015614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1015614.312500 Penalty: 3006.294922
	Iteration 36Q: 3 clusters Score -1015614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1015614.312500 Penalty: 3006.294922
	Iteration 37F: 3 clusters Score -1015614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Entering Unmasked Estep 
Score: -4097546.250000 Penalty: 1720.856567
	Iteration 0F: 2 clusters Score -4097546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4071010.500000 Penalty: 3441.713135
	Iteration 0F: 3 clusters Score -4071010 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4080931.000000 Penalty: 3441.713135
	Iteration 1F: 3 clusters Score -4080931 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4081351.500000 Penalty: 3441.713135
	Iteration 2Q: 3 clusters Score -4081352 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -4081750.500000 Penalty: 3441.713135
	Iteration 3Q: 3 clusters Score -4081750 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4082241.500000 Penalty: 3441.713135
	Iteration 4Q: 3 clusters Score -4082242 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4082835.750000 Penalty: 3441.713135
	Iteration 5Q: 3 clusters Score -4082836 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4083643.500000 Penalty: 3441.713135
	Iteration 6Q: 3 clusters Score -4083644 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -4084762.500000 Penalty: 3441.713135
	Iteration 7F: 3 clusters Score -4084762 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -4086365.500000 Penalty: 3441.713135
	Iteration 8F: 3 clusters Score -4086366 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -4088437.000000 Penalty: 3441.713135
	Iteration 9F: 3 clusters Score -4088437 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -4090661.000000 Penalty: 3441.713135
	Iteration 10F: 3 clusters Score -4090661 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -4092693.250000 Penalty: 3441.713135
	Iteration 11Q: 3 clusters Score -4092693 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -4094075.500000 Penalty: 3441.713135
	Iteration 12Q: 3 clusters Score -4094076 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4094741.000000 Penalty: 3441.713135
	Iteration 13Q: 3 clusters Score -4094741 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4095073.500000 Penalty: 3441.713135
	Iteration 14Q: 3 clusters Score -4095074 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4095267.250000 Penalty: 3441.713135
	Iteration 15Q: 3 clusters Score -4095267 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4095382.750000 Penalty: 3441.713135
	Iteration 16Q: 3 clusters Score -4095383 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4095462.750000 Penalty: 3441.713135
	Iteration 17Q: 3 clusters Score -4095463 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4095541.250000 Penalty: 3441.713135
	Iteration 18Q: 3 clusters Score -4095541 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4095593.750000 Penalty: 3441.713135
	Iteration 19Q: 3 clusters Score -4095594 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4095643.750000 Penalty: 3441.713135
	Iteration 20F: 3 clusters Score -4095644 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4095693.000000 Penalty: 3441.713135
	Iteration 21Q: 3 clusters Score -4095693 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4095720.000000 Penalty: 3441.713135
	Iteration 22Q: 3 clusters Score -4095720 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4095760.250000 Penalty: 3441.713135
	Iteration 23Q: 3 clusters Score -4095760 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4095808.500000 Penalty: 3441.713135
	Iteration 24Q: 3 clusters Score -4095808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4095828.000000 Penalty: 3441.713135
	Iteration 25Q: 3 clusters Score -4095828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4095852.750000 Penalty: 3441.713135
	Iteration 26Q: 3 clusters Score -4095853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4095890.750000 Penalty: 3441.713135
	Iteration 27Q: 3 clusters Score -4095891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4095917.250000 Penalty: 3441.713135
	Iteration 28Q: 3 clusters Score -4095917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4095947.000000 Penalty: 3441.713135
	Iteration 29Q: 3 clusters Score -4095947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4095963.500000 Penalty: 3441.713135
	Iteration 30Q: 3 clusters Score -4095964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4095986.500000 Penalty: 3441.713135
	Iteration 31Q: 3 clusters Score -4095986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4096001.750000 Penalty: 3441.713135
	Iteration 32Q: 3 clusters Score -4096002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4096018.500000 Penalty: 3441.713135
	Iteration 33Q: 3 clusters Score -4096018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4096021.750000 Penalty: 3441.713135
	Iteration 34Q: 3 clusters Score -4096022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4096031.750000 Penalty: 3441.713135
	Iteration 35Q: 3 clusters Score -4096032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4096034.000000 Penalty: 3441.713135
	Iteration 36Q: 3 clusters Score -4096034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4096040.500000 Penalty: 3441.713135
	Iteration 37Q: 3 clusters Score -4096040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4096037.250000 Penalty: 3441.713135
	Iteration 38Q: 3 clusters Score -4096037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4096042.250000 Penalty: 3441.713135
	Iteration 39Q: 3 clusters Score -4096042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4096052.500000 Penalty: 3441.713135
	Iteration 40F: 3 clusters Score -4096052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4096051.750000 Penalty: 3441.713135
	Iteration 41Q: 3 clusters Score -4096052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4096057.750000 Penalty: 3441.713135
	Iteration 42Q: 3 clusters Score -4096058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4096056.000000 Penalty: 3441.713135
	Iteration 43Q: 3 clusters Score -4096056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4096055.000000 Penalty: 3441.713135
	Iteration 44Q: 3 clusters Score -4096055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4096053.000000 Penalty: 3441.713135
	Iteration 45Q: 3 clusters Score -4096053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4096053.000000 Penalty: 3441.713135
	Iteration 46F: 3 clusters Score -4096053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 181779 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 49245 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302988 members 
Mstep: Class 12 contains 22790 members 
Mstep: Class 13 contains 218244 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118800.000000 Penalty: 33526.671875
Iteration 199Q: 16 clusters Score -9.41188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30802 members 
Mstep: Class 3 contains 181782 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 49242 members 
Mstep: Class 7 contains 71735 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302989 members 
Mstep: Class 12 contains 22790 members 
Mstep: Class 13 contains 218240 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118832.000000 Penalty: 33526.671875
Iteration 200F: 16 clusters Score -9.411883e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30802 members 
Mstep: Class 3 contains 181786 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 49244 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302987 members 
Mstep: Class 12 contains 22790 members 
Mstep: Class 13 contains 218233 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118816.000000 Penalty: 33526.671875
Iteration 201Q: 16 clusters Score -9.411882e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30803 members 
Mstep: Class 3 contains 181792 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 49244 members 
Mstep: Class 7 contains 71740 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302986 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 218224 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118904.000000 Penalty: 33526.671875
Iteration 202Q: 16 clusters Score -9.41189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30803 members 
Mstep: Class 3 contains 181796 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302987 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 218222 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118880.000000 Penalty: 33526.671875
Iteration 203Q: 16 clusters Score -9.411888e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181799 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 49248 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302989 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 218216 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118880.000000 Penalty: 33526.671875
Iteration 204Q: 16 clusters Score -9.411888e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181800 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302992 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 218210 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118848.000000 Penalty: 33526.671875
Iteration 205Q: 16 clusters Score -9.411885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181799 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 49245 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 302996 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 218207 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118856.000000 Penalty: 33526.671875
Iteration 206Q: 16 clusters Score -9.411886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181801 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 49244 members 
Mstep: Class 7 contains 71737 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303005 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 218199 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118872.000000 Penalty: 33526.671875
Iteration 207Q: 16 clusters Score -9.411887e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181801 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49248 members 
Mstep: Class 7 contains 71737 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303013 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 218190 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118888.000000 Penalty: 33526.671875
Iteration 208Q: 16 clusters Score -9.411889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181800 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 49248 members 
Mstep: Class 7 contains 71737 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303017 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 218184 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118936.000000 Penalty: 33526.671875
Iteration 209Q: 16 clusters Score -9.411894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181801 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 49248 members 
Mstep: Class 7 contains 71740 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303022 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 218178 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118984.000000 Penalty: 33526.671875
Iteration 210Q: 16 clusters Score -9.411898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181802 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71741 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303025 members 
Mstep: Class 12 contains 22790 members 
Mstep: Class 13 contains 218178 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 39733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118968.000000 Penalty: 33526.671875
Iteration 211Q: 16 clusters Score -9.411897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181807 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49245 members 
Mstep: Class 7 contains 71742 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303029 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218172 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10405 members 
Mstep: Class 20 contains 39732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118968.000000 Penalty: 33526.671875
Iteration 212Q: 16 clusters Score -9.411897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181808 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303029 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218168 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118976.000000 Penalty: 33526.671875
Iteration 213Q: 16 clusters Score -9.411898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181811 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303028 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218165 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118960.000000 Penalty: 33526.671875
Iteration 214Q: 16 clusters Score -9.411896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181815 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303026 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218163 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118984.000000 Penalty: 33526.671875
Iteration 215Q: 16 clusters Score -9.411898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181820 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303028 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218157 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118968.000000 Penalty: 33526.671875
Iteration 216Q: 16 clusters Score -9.411897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181823 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303029 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218153 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118952.000000 Penalty: 33526.671875
Iteration 217Q: 16 clusters Score -9.411895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181825 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303030 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218151 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118952.000000 Penalty: 33526.671875
Iteration 218Q: 16 clusters Score -9.411895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181828 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303029 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218149 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118920.000000 Penalty: 33526.671875
Iteration 219Q: 16 clusters Score -9.411892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181829 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71742 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303028 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218150 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118936.000000 Penalty: 33526.671875
Iteration 220F: 16 clusters Score -9.411894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181829 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71742 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303029 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218149 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118936.000000 Penalty: 33526.671875
Iteration 221Q: 16 clusters Score -9.411894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181830 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71741 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303031 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218147 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118968.000000 Penalty: 33526.671875
Iteration 222Q: 16 clusters Score -9.411897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181830 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71741 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303032 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218145 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118944.000000 Penalty: 33526.671875
Iteration 223Q: 16 clusters Score -9.411894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181830 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71741 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303034 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218143 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118976.000000 Penalty: 33526.671875
Iteration 224Q: 16 clusters Score -9.411898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181830 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71741 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303039 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218138 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118936.000000 Penalty: 33526.671875
Iteration 225Q: 16 clusters Score -9.411894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181831 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303041 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218134 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118936.000000 Penalty: 33526.671875
Iteration 226Q: 16 clusters Score -9.411894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181833 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49248 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303044 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 218129 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118960.000000 Penalty: 33526.671875
Iteration 227Q: 16 clusters Score -9.411896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181834 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303045 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218128 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118952.000000 Penalty: 33526.671875
Iteration 228Q: 16 clusters Score -9.411895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181833 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303048 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218126 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118936.000000 Penalty: 33526.671875
Iteration 229Q: 16 clusters Score -9.411894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181834 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303048 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218124 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118960.000000 Penalty: 33526.671875
Iteration 230Q: 16 clusters Score -9.411896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30804 members 
Mstep: Class 3 contains 181834 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303046 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218124 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118960.000000 Penalty: 33526.671875
Iteration 231Q: 16 clusters Score -9.411896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30803 members 
Mstep: Class 3 contains 181836 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49247 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303045 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218124 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118984.000000 Penalty: 33526.671875
Iteration 232Q: 16 clusters Score -9.411898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30803 members 
Mstep: Class 3 contains 181836 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303046 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218124 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118960.000000 Penalty: 33526.671875
Iteration 233Q: 16 clusters Score -9.411896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30803 members 
Mstep: Class 3 contains 181835 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303047 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218124 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118960.000000 Penalty: 33526.671875
Iteration 234Q: 16 clusters Score -9.411896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 30803 members 
Mstep: Class 3 contains 181835 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303047 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218124 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118960.000000 Penalty: 33526.671875
Iteration 235F: 16 clusters Score -9.411896e+07 nChanged 0
Entering ConstructFrom: 
Score: -94118960.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 2 (30803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Entering Unmasked Estep 
Score: -3181597.000000 Penalty: 1679.497192
	Iteration 0F: 2 clusters Score -3181597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3160829.500000 Penalty: 3358.994385
	Iteration 0F: 3 clusters Score -3160830 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3168684.000000 Penalty: 3358.994385
	Iteration 1F: 3 clusters Score -3168684 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3169072.500000 Penalty: 3358.994385
	Iteration 2Q: 3 clusters Score -3169072 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3169531.000000 Penalty: 3358.994385
	Iteration 3Q: 3 clusters Score -3169531 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3170113.750000 Penalty: 3358.994385
	Iteration 4Q: 3 clusters Score -3170114 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3170882.750000 Penalty: 3358.994385
	Iteration 5F: 3 clusters Score -3170883 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3171948.750000 Penalty: 3358.994385
	Iteration 6F: 3 clusters Score -3171949 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3173362.250000 Penalty: 3358.994385
	Iteration 7F: 3 clusters Score -3173362 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3175191.500000 Penalty: 3358.994385
	Iteration 8F: 3 clusters Score -3175192 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3176795.750000 Penalty: 3358.994385
	Iteration 9F: 3 clusters Score -3176796 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3177551.750000 Penalty: 3358.994385
	Iteration 10Q: 3 clusters Score -3177552 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3177841.500000 Penalty: 3358.994385
	Iteration 11Q: 3 clusters Score -3177842 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3178045.250000 Penalty: 3358.994385
	Iteration 12Q: 3 clusters Score -3178045 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3178202.750000 Penalty: 3358.994385
	Iteration 13Q: 3 clusters Score -3178203 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3178329.500000 Penalty: 3358.994385
	Iteration 14Q: 3 clusters Score -3178330 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3178459.500000 Penalty: 3358.994385
	Iteration 15Q: 3 clusters Score -3178460 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3178570.500000 Penalty: 3358.994385
	Iteration 16Q: 3 clusters Score -3178570 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3178677.500000 Penalty: 3358.994385
	Iteration 17Q: 3 clusters Score -3178678 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3178792.750000 Penalty: 3358.994385
	Iteration 18Q: 3 clusters Score -3178793 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3178919.750000 Penalty: 3358.994385
	Iteration 19Q: 3 clusters Score -3178920 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3179030.000000 Penalty: 3358.994385
	Iteration 20F: 3 clusters Score -3179030 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3179128.000000 Penalty: 3358.994385
	Iteration 21Q: 3 clusters Score -3179128 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3179241.000000 Penalty: 3358.994385
	Iteration 22Q: 3 clusters Score -3179241 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3179331.000000 Penalty: 3358.994385
	Iteration 23Q: 3 clusters Score -3179331 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3179412.250000 Penalty: 3358.994385
	Iteration 24Q: 3 clusters Score -3179412 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3179478.500000 Penalty: 3358.994385
	Iteration 25Q: 3 clusters Score -3179478 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3179544.750000 Penalty: 3358.994385
	Iteration 26Q: 3 clusters Score -3179545 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3179614.250000 Penalty: 3358.994385
	Iteration 27Q: 3 clusters Score -3179614 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3179657.000000 Penalty: 3358.994385
	Iteration 28Q: 3 clusters Score -3179657 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3179721.500000 Penalty: 3358.994385
	Iteration 29Q: 3 clusters Score -3179722 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3179757.250000 Penalty: 3358.994385
	Iteration 30Q: 3 clusters Score -3179757 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3179800.250000 Penalty: 3358.994385
	Iteration 31Q: 3 clusters Score -3179800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3179847.250000 Penalty: 3358.994385
	Iteration 32Q: 3 clusters Score -3179847 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3179902.750000 Penalty: 3358.994385
	Iteration 33Q: 3 clusters Score -3179903 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3179967.750000 Penalty: 3358.994385
	Iteration 34Q: 3 clusters Score -3179968 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3180001.250000 Penalty: 3358.994385
	Iteration 35Q: 3 clusters Score -3180001 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3180033.250000 Penalty: 3358.994385
	Iteration 36Q: 3 clusters Score -3180033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3180047.750000 Penalty: 3358.994385
	Iteration 37Q: 3 clusters Score -3180048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3180079.750000 Penalty: 3358.994385
	Iteration 38Q: 3 clusters Score -3180080 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3180101.250000 Penalty: 3358.994385
	Iteration 39Q: 3 clusters Score -3180101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3180132.000000 Penalty: 3358.994385
	Iteration 40F: 3 clusters Score -3180132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3180152.000000 Penalty: 3358.994385
	Iteration 41Q: 3 clusters Score -3180152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3180163.750000 Penalty: 3358.994385
	Iteration 42Q: 3 clusters Score -3180164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3180182.250000 Penalty: 3358.994385
	Iteration 43Q: 3 clusters Score -3180182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3180190.750000 Penalty: 3358.994385
	Iteration 44Q: 3 clusters Score -3180191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3180201.000000 Penalty: 3358.994385
	Iteration 45Q: 3 clusters Score -3180201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3180207.250000 Penalty: 3358.994385
	Iteration 46Q: 3 clusters Score -3180207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3180215.500000 Penalty: 3358.994385
	Iteration 47Q: 3 clusters Score -3180216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3180218.000000 Penalty: 3358.994385
	Iteration 48Q: 3 clusters Score -3180218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3180229.750000 Penalty: 3358.994385
	Iteration 49Q: 3 clusters Score -3180230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3180231.000000 Penalty: 3358.994385
	Iteration 50Q: 3 clusters Score -3180231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3180233.000000 Penalty: 3358.994385
	Iteration 51Q: 3 clusters Score -3180233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3180233.750000 Penalty: 3358.994385
	Iteration 52Q: 3 clusters Score -3180234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3180232.000000 Penalty: 3358.994385
	Iteration 53Q: 3 clusters Score -3180232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3180244.500000 Penalty: 3358.994385
	Iteration 54Q: 3 clusters Score -3180244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3180252.500000 Penalty: 3358.994385
	Iteration 55Q: 3 clusters Score -3180252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3180255.000000 Penalty: 3358.994385
	Iteration 56Q: 3 clusters Score -3180255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3180259.750000 Penalty: 3358.994385
	Iteration 57Q: 3 clusters Score -3180260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3180272.750000 Penalty: 3358.994385
	Iteration 58Q: 3 clusters Score -3180273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3180282.000000 Penalty: 3358.994385
	Iteration 59Q: 3 clusters Score -3180282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3180288.750000 Penalty: 3358.994385
	Iteration 60F: 3 clusters Score -3180289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3180297.250000 Penalty: 3358.994385
	Iteration 61Q: 3 clusters Score -3180297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3180309.000000 Penalty: 3358.994385
	Iteration 62Q: 3 clusters Score -3180309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3180310.250000 Penalty: 3358.994385
	Iteration 63Q: 3 clusters Score -3180310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3180318.750000 Penalty: 3358.994385
	Iteration 64Q: 3 clusters Score -3180319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3180331.500000 Penalty: 3358.994385
	Iteration 65Q: 3 clusters Score -3180332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3180327.000000 Penalty: 3358.994385
	Iteration 66Q: 3 clusters Score -3180327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3180330.500000 Penalty: 3358.994385
	Iteration 67Q: 3 clusters Score -3180330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3180340.750000 Penalty: 3358.994385
	Iteration 68Q: 3 clusters Score -3180341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3180347.250000 Penalty: 3358.994385
	Iteration 69Q: 3 clusters Score -3180347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3180347.000000 Penalty: 3358.994385
	Iteration 70Q: 3 clusters Score -3180347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3180353.500000 Penalty: 3358.994385
	Iteration 71Q: 3 clusters Score -3180354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3180353.750000 Penalty: 3358.994385
	Iteration 72Q: 3 clusters Score -3180354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3180354.250000 Penalty: 3358.994385
	Iteration 73Q: 3 clusters Score -3180354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3180356.750000 Penalty: 3358.994385
	Iteration 74Q: 3 clusters Score -3180357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3180357.000000 Penalty: 3358.994385
	Iteration 75Q: 3 clusters Score -3180357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3180359.250000 Penalty: 3358.994385
	Iteration 76Q: 3 clusters Score -3180359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3180363.500000 Penalty: 3358.994385
	Iteration 77Q: 3 clusters Score -3180364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3180364.500000 Penalty: 3358.994385
	Iteration 78Q: 3 clusters Score -3180364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3180363.750000 Penalty: 3358.994385
	Iteration 79Q: 3 clusters Score -3180364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3180360.500000 Penalty: 3358.994385
	Iteration 80F: 3 clusters Score -3180360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3180359.000000 Penalty: 3358.994385
	Iteration 81Q: 3 clusters Score -3180359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3180360.000000 Penalty: 3358.994385
	Iteration 82Q: 3 clusters Score -3180360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3180362.250000 Penalty: 3358.994385
	Iteration 83Q: 3 clusters Score -3180362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3180365.500000 Penalty: 3358.994385
	Iteration 84Q: 3 clusters Score -3180366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3180366.750000 Penalty: 3358.994385
	Iteration 85Q: 3 clusters Score -3180367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3180366.750000 Penalty: 3358.994385
	Iteration 86F: 3 clusters Score -3180367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (181835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181835 members 
Entering Unmasked Estep 
Score: -18632136.000000 Penalty: 1968.013916
	Iteration 0F: 2 clusters Score -1.863214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -18512204.000000 Penalty: 3936.027832
	Iteration 0F: 3 clusters Score -1.85122e+07 nChanged 87882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -18565114.000000 Penalty: 3936.027832
	Iteration 1F: 3 clusters Score -1.856511e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -18567758.000000 Penalty: 3936.027832
	Iteration 2Q: 3 clusters Score -1.856776e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -18571880.000000 Penalty: 3936.027832
	Iteration 3Q: 3 clusters Score -1.857188e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Mstep: Class 2 contains 75972 members 
Entering Unmasked Estep 
Score: -18578082.000000 Penalty: 3936.027832
	Iteration 4F: 3 clusters Score -1.857808e+07 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -18587396.000000 Penalty: 3936.027832
	Iteration 5F: 3 clusters Score -1.85874e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121823 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -18599352.000000 Penalty: 3936.027832
	Iteration 6F: 3 clusters Score -1.859935e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128838 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -18609400.000000 Penalty: 3936.027832
	Iteration 7F: 3 clusters Score -1.86094e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133306 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -18614694.000000 Penalty: 3936.027832
	Iteration 8Q: 3 clusters Score -1.861469e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136540 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -18616802.000000 Penalty: 3936.027832
	Iteration 9Q: 3 clusters Score -1.86168e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -18618186.000000 Penalty: 3936.027832
	Iteration 10Q: 3 clusters Score -1.861819e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142233 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -18619248.000000 Penalty: 3936.027832
	Iteration 11Q: 3 clusters Score -1.861925e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144956 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -18620238.000000 Penalty: 3936.027832
	Iteration 12Q: 3 clusters Score -1.862024e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147759 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -18621326.000000 Penalty: 3936.027832
	Iteration 13Q: 3 clusters Score -1.862133e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -18622380.000000 Penalty: 3936.027832
	Iteration 14Q: 3 clusters Score -1.862238e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153223 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -18623496.000000 Penalty: 3936.027832
	Iteration 15Q: 3 clusters Score -1.86235e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155822 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -18624482.000000 Penalty: 3936.027832
	Iteration 16Q: 3 clusters Score -1.862448e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158278 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -18625276.000000 Penalty: 3936.027832
	Iteration 17Q: 3 clusters Score -1.862528e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160666 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -18626166.000000 Penalty: 3936.027832
	Iteration 18Q: 3 clusters Score -1.862617e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162999 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -18626872.000000 Penalty: 3936.027832
	Iteration 19Q: 3 clusters Score -1.862687e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165196 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -18627588.000000 Penalty: 3936.027832
	Iteration 20F: 3 clusters Score -1.862759e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167335 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -18628340.000000 Penalty: 3936.027832
	Iteration 21Q: 3 clusters Score -1.862834e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169392 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -18629188.000000 Penalty: 3936.027832
	Iteration 22Q: 3 clusters Score -1.862919e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171296 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -18629768.000000 Penalty: 3936.027832
	Iteration 23Q: 3 clusters Score -1.862977e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172953 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -18630302.000000 Penalty: 3936.027832
	Iteration 24Q: 3 clusters Score -1.86303e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -18630788.000000 Penalty: 3936.027832
	Iteration 25Q: 3 clusters Score -1.863079e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -18631070.000000 Penalty: 3936.027832
	Iteration 26Q: 3 clusters Score -1.863107e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176523 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -18631384.000000 Penalty: 3936.027832
	Iteration 27Q: 3 clusters Score -1.863138e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177308 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -18631708.000000 Penalty: 3936.027832
	Iteration 28Q: 3 clusters Score -1.863171e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177945 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -18631904.000000 Penalty: 3936.027832
	Iteration 29Q: 3 clusters Score -1.86319e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178463 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -18632094.000000 Penalty: 3936.027832
	Iteration 30Q: 3 clusters Score -1.863209e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178870 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -18632236.000000 Penalty: 3936.027832
	Iteration 31Q: 3 clusters Score -1.863224e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179186 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -18632286.000000 Penalty: 3936.027832
	Iteration 32Q: 3 clusters Score -1.863229e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179432 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -18632360.000000 Penalty: 3936.027832
	Iteration 33Q: 3 clusters Score -1.863236e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179617 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -18632432.000000 Penalty: 3936.027832
	Iteration 34Q: 3 clusters Score -1.863243e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179742 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -18632486.000000 Penalty: 3936.027832
	Iteration 35Q: 3 clusters Score -1.863249e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179851 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -18632486.000000 Penalty: 3936.027832
	Iteration 36Q: 3 clusters Score -1.863249e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179935 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -18632494.000000 Penalty: 3936.027832
	Iteration 37Q: 3 clusters Score -1.863249e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180015 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -18632548.000000 Penalty: 3936.027832
	Iteration 38Q: 3 clusters Score -1.863255e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180083 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -18632502.000000 Penalty: 3936.027832
	Iteration 39Q: 3 clusters Score -1.86325e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180134 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -18632528.000000 Penalty: 3936.027832
	Iteration 40F: 3 clusters Score -1.863253e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180158 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -18632540.000000 Penalty: 3936.027832
	Iteration 41Q: 3 clusters Score -1.863254e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180181 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -18632542.000000 Penalty: 3936.027832
	Iteration 42Q: 3 clusters Score -1.863254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180204 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -18632548.000000 Penalty: 3936.027832
	Iteration 43Q: 3 clusters Score -1.863255e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180233 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -18632592.000000 Penalty: 3936.027832
	Iteration 44Q: 3 clusters Score -1.863259e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180254 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -18632582.000000 Penalty: 3936.027832
	Iteration 45Q: 3 clusters Score -1.863258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180269 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -18632596.000000 Penalty: 3936.027832
	Iteration 46Q: 3 clusters Score -1.86326e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180276 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -18632600.000000 Penalty: 3936.027832
	Iteration 47Q: 3 clusters Score -1.86326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -18632606.000000 Penalty: 3936.027832
	Iteration 48Q: 3 clusters Score -1.863261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180278 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -18632600.000000 Penalty: 3936.027832
	Iteration 49Q: 3 clusters Score -1.86326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -18632604.000000 Penalty: 3936.027832
	Iteration 50Q: 3 clusters Score -1.86326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180287 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -18632600.000000 Penalty: 3936.027832
	Iteration 51Q: 3 clusters Score -1.86326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180290 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -18632590.000000 Penalty: 3936.027832
	Iteration 52Q: 3 clusters Score -1.863259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180293 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -18632594.000000 Penalty: 3936.027832
	Iteration 53Q: 3 clusters Score -1.863259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180291 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -18632610.000000 Penalty: 3936.027832
	Iteration 54Q: 3 clusters Score -1.863261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180290 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -18632606.000000 Penalty: 3936.027832
	Iteration 55Q: 3 clusters Score -1.863261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180290 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -18632606.000000 Penalty: 3936.027832
	Iteration 56F: 3 clusters Score -1.863261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 30803 members 
Mstep: Class 3 contains 180290 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 10 contains 303047 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 218124 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 39733 members 
Entering Unmasked Estep 
Score: -94118888.000000 Penalty: 35761.781250
Splitting cluster 3 changes total score from -94118960.000000 to -94118888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -238510.703125 Penalty: 1268.521973
	Iteration 0F: 2 clusters Score -238510.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -236129.046875 Penalty: 2537.043945
	Iteration 0F: 3 clusters Score -236129 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -236693.968750 Penalty: 2537.043945
	Iteration 1F: 3 clusters Score -236694 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -236816.062500 Penalty: 2537.043945
	Iteration 2F: 3 clusters Score -236816.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -236904.156250 Penalty: 2537.043945
	Iteration 3F: 3 clusters Score -236904.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -236977.562500 Penalty: 2537.043945
	Iteration 4Q: 3 clusters Score -236977.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -237056.250000 Penalty: 2537.043945
	Iteration 5Q: 3 clusters Score -237056.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -237165.578125 Penalty: 2537.043945
	Iteration 6Q: 3 clusters Score -237165.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -237285.375000 Penalty: 2537.043945
	Iteration 7Q: 3 clusters Score -237285.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -237468.218750 Penalty: 2537.043945
	Iteration 8Q: 3 clusters Score -237468.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -237634.828125 Penalty: 2537.043945
	Iteration 9Q: 3 clusters Score -237634.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -237696.843750 Penalty: 2537.043945
	Iteration 10Q: 3 clusters Score -237696.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -237729.156250 Penalty: 2537.043945
	Iteration 11Q: 3 clusters Score -237729.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -237758.703125 Penalty: 2537.043945
	Iteration 12Q: 3 clusters Score -237758.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -237784.265625 Penalty: 2537.043945
	Iteration 13Q: 3 clusters Score -237784.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -237800.281250 Penalty: 2537.043945
	Iteration 14Q: 3 clusters Score -237800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -237806.015625 Penalty: 2537.043945
	Iteration 15Q: 3 clusters Score -237806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -237810.140625 Penalty: 2537.043945
	Iteration 16Q: 3 clusters Score -237810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -237812.203125 Penalty: 2537.043945
	Iteration 17Q: 3 clusters Score -237812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -237813.406250 Penalty: 2537.043945
	Iteration 18Q: 3 clusters Score -237813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -237813.968750 Penalty: 2537.043945
	Iteration 19Q: 3 clusters Score -237814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -237813.968750 Penalty: 2537.043945
	Iteration 20F: 3 clusters Score -237814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -203643.609375 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -203643.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -201553.281250 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -201553.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -201992.078125 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -201992.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -202092.171875 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -202092.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -202157.515625 Penalty: 2453.280762
	Iteration 3F: 3 clusters Score -202157.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202199.656250 Penalty: 2453.280762
	Iteration 4Q: 3 clusters Score -202199.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -202224.828125 Penalty: 2453.280762
	Iteration 5Q: 3 clusters Score -202224.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202241.750000 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -202241.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -202250.843750 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -202250.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -202259.765625 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -202259.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202269.015625 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -202269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -202276.156250 Penalty: 2453.280762
	Iteration 10Q: 3 clusters Score -202276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -202279.562500 Penalty: 2453.280762
	Iteration 11Q: 3 clusters Score -202279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -202280.734375 Penalty: 2453.280762
	Iteration 12Q: 3 clusters Score -202280.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -202281.437500 Penalty: 2453.280762
	Iteration 13Q: 3 clusters Score -202281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -202284.296875 Penalty: 2453.280762
	Iteration 14Q: 3 clusters Score -202284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -202285.843750 Penalty: 2453.280762
	Iteration 15Q: 3 clusters Score -202285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -202287.156250 Penalty: 2453.280762
	Iteration 16Q: 3 clusters Score -202287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202288.562500 Penalty: 2453.280762
	Iteration 17Q: 3 clusters Score -202288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -202288.750000 Penalty: 2453.280762
	Iteration 18Q: 3 clusters Score -202288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -202289.062500 Penalty: 2453.280762
	Iteration 19Q: 3 clusters Score -202289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -202289.484375 Penalty: 2453.280762
	Iteration 20F: 3 clusters Score -202289.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Entering Unmasked Estep 
Score: -5099432.000000 Penalty: 1755.744873
	Iteration 0F: 2 clusters Score -5099432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -5066452.500000 Penalty: 3511.489746
	Iteration 0F: 3 clusters Score -5066452 nChanged 23107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -5079296.500000 Penalty: 3511.489746
	Iteration 1F: 3 clusters Score -5079296 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5079742.500000 Penalty: 3511.489746
	Iteration 2Q: 3 clusters Score -5079742 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -5080339.000000 Penalty: 3511.489746
	Iteration 3Q: 3 clusters Score -5080339 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -5081210.000000 Penalty: 3511.489746
	Iteration 4Q: 3 clusters Score -5081210 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -5082680.000000 Penalty: 3511.489746
	Iteration 5F: 3 clusters Score -5082680 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5085307.000000 Penalty: 3511.489746
	Iteration 6F: 3 clusters Score -5085307 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -5089072.500000 Penalty: 3511.489746
	Iteration 7F: 3 clusters Score -5089072 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -5093105.500000 Penalty: 3511.489746
	Iteration 8F: 3 clusters Score -5093106 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5095827.000000 Penalty: 3511.489746
	Iteration 9F: 3 clusters Score -5095827 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5097093.000000 Penalty: 3511.489746
	Iteration 10Q: 3 clusters Score -5097093 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5097653.500000 Penalty: 3511.489746
	Iteration 11Q: 3 clusters Score -5097654 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5097913.000000 Penalty: 3511.489746
	Iteration 12Q: 3 clusters Score -5097913 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5098067.000000 Penalty: 3511.489746
	Iteration 13Q: 3 clusters Score -5098067 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5098162.500000 Penalty: 3511.489746
	Iteration 14Q: 3 clusters Score -5098162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5098224.500000 Penalty: 3511.489746
	Iteration 15Q: 3 clusters Score -5098224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5098246.000000 Penalty: 3511.489746
	Iteration 16Q: 3 clusters Score -5098246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5098264.000000 Penalty: 3511.489746
	Iteration 17Q: 3 clusters Score -5098264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5098274.000000 Penalty: 3511.489746
	Iteration 18Q: 3 clusters Score -5098274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5098295.500000 Penalty: 3511.489746
	Iteration 19Q: 3 clusters Score -5098296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5098305.500000 Penalty: 3511.489746
	Iteration 20F: 3 clusters Score -5098306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5098310.500000 Penalty: 3511.489746
	Iteration 21Q: 3 clusters Score -5098310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5098321.500000 Penalty: 3511.489746
	Iteration 22Q: 3 clusters Score -5098322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5098331.500000 Penalty: 3511.489746
	Iteration 23Q: 3 clusters Score -5098332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5098335.500000 Penalty: 3511.489746
	Iteration 24Q: 3 clusters Score -5098336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5098336.500000 Penalty: 3511.489746
	Iteration 25Q: 3 clusters Score -5098336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5098340.000000 Penalty: 3511.489746
	Iteration 26Q: 3 clusters Score -5098340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5098332.500000 Penalty: 3511.489746
	Iteration 27Q: 3 clusters Score -5098332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5098337.000000 Penalty: 3511.489746
	Iteration 28Q: 3 clusters Score -5098337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5098331.500000 Penalty: 3511.489746
	Iteration 29Q: 3 clusters Score -5098332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5098338.500000 Penalty: 3511.489746
	Iteration 30Q: 3 clusters Score -5098338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5098338.500000 Penalty: 3511.489746
	Iteration 31F: 3 clusters Score -5098338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Entering Unmasked Estep 
Score: -7145784.000000 Penalty: 1816.889648
	Iteration 0F: 2 clusters Score -7145784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -7097807.500000 Penalty: 3633.779297
	Iteration 0F: 3 clusters Score -7097808 nChanged 34049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -7117521.000000 Penalty: 3633.779297
	Iteration 1F: 3 clusters Score -7117521 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -7118038.000000 Penalty: 3633.779297
	Iteration 2Q: 3 clusters Score -7118038 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -7118613.000000 Penalty: 3633.779297
	Iteration 3Q: 3 clusters Score -7118613 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -7119159.500000 Penalty: 3633.779297
	Iteration 4Q: 3 clusters Score -7119160 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -7120006.500000 Penalty: 3633.779297
	Iteration 5Q: 3 clusters Score -7120006 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -7121263.500000 Penalty: 3633.779297
	Iteration 6Q: 3 clusters Score -7121264 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -7123241.000000 Penalty: 3633.779297
	Iteration 7F: 3 clusters Score -7123241 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -7126391.500000 Penalty: 3633.779297
	Iteration 8F: 3 clusters Score -7126392 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -7130517.500000 Penalty: 3633.779297
	Iteration 9F: 3 clusters Score -7130518 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -7134757.000000 Penalty: 3633.779297
	Iteration 10F: 3 clusters Score -7134757 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -7138196.500000 Penalty: 3633.779297
	Iteration 11F: 3 clusters Score -7138196 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -7140545.000000 Penalty: 3633.779297
	Iteration 12Q: 3 clusters Score -7140545 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7142231.000000 Penalty: 3633.779297
	Iteration 13Q: 3 clusters Score -7142231 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7143256.000000 Penalty: 3633.779297
	Iteration 14Q: 3 clusters Score -7143256 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7143914.500000 Penalty: 3633.779297
	Iteration 15Q: 3 clusters Score -7143914 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7144342.500000 Penalty: 3633.779297
	Iteration 16Q: 3 clusters Score -7144342 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7144619.000000 Penalty: 3633.779297
	Iteration 17Q: 3 clusters Score -7144619 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7144749.000000 Penalty: 3633.779297
	Iteration 18Q: 3 clusters Score -7144749 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7144837.500000 Penalty: 3633.779297
	Iteration 19Q: 3 clusters Score -7144838 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7144926.500000 Penalty: 3633.779297
	Iteration 20F: 3 clusters Score -7144926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7144997.000000 Penalty: 3633.779297
	Iteration 21Q: 3 clusters Score -7144997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7145102.500000 Penalty: 3633.779297
	Iteration 22Q: 3 clusters Score -7145102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7145273.000000 Penalty: 3633.779297
	Iteration 23Q: 3 clusters Score -7145273 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7145396.500000 Penalty: 3633.779297
	Iteration 24Q: 3 clusters Score -7145396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7145469.500000 Penalty: 3633.779297
	Iteration 25Q: 3 clusters Score -7145470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7145518.500000 Penalty: 3633.779297
	Iteration 26Q: 3 clusters Score -7145518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7145557.500000 Penalty: 3633.779297
	Iteration 27Q: 3 clusters Score -7145558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7145580.500000 Penalty: 3633.779297
	Iteration 28Q: 3 clusters Score -7145580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70806 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7145605.500000 Penalty: 3633.779297
	Iteration 29Q: 3 clusters Score -7145606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7145612.000000 Penalty: 3633.779297
	Iteration 30Q: 3 clusters Score -7145612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7145614.000000 Penalty: 3633.779297
	Iteration 31Q: 3 clusters Score -7145614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7145620.500000 Penalty: 3633.779297
	Iteration 32Q: 3 clusters Score -7145620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7145619.000000 Penalty: 3633.779297
	Iteration 33Q: 3 clusters Score -7145619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7145621.000000 Penalty: 3633.779297
	Iteration 34F: 3 clusters Score -7145621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7145620.000000 Penalty: 3633.779297
	Iteration 35Q: 3 clusters Score -7145620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7145630.500000 Penalty: 3633.779297
	Iteration 36Q: 3 clusters Score -7145630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7145627.000000 Penalty: 3633.779297
	Iteration 37Q: 3 clusters Score -7145627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7145626.000000 Penalty: 3633.779297
	Iteration 38Q: 3 clusters Score -7145626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7145636.000000 Penalty: 3633.779297
	Iteration 39Q: 3 clusters Score -7145636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7145637.500000 Penalty: 3633.779297
	Iteration 40F: 3 clusters Score -7145638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7145638.000000 Penalty: 3633.779297
	Iteration 41Q: 3 clusters Score -7145638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7145638.000000 Penalty: 3633.779297
	Iteration 42F: 3 clusters Score -7145638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -134283.656250 Penalty: 1184.117432
	Iteration 0F: 2 clusters Score -134283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -132613.515625 Penalty: 2368.234863
	Iteration 0F: 3 clusters Score -132613.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -133136.718750 Penalty: 2368.234863
	Iteration 1F: 3 clusters Score -133136.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -133374.328125 Penalty: 2368.234863
	Iteration 2F: 3 clusters Score -133374.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -133551.796875 Penalty: 2368.234863
	Iteration 3F: 3 clusters Score -133551.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -133640.343750 Penalty: 2368.234863
	Iteration 4F: 3 clusters Score -133640.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -133700.234375 Penalty: 2368.234863
	Iteration 5Q: 3 clusters Score -133700.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -133754.359375 Penalty: 2368.234863
	Iteration 6Q: 3 clusters Score -133754.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -133785.062500 Penalty: 2368.234863
	Iteration 7Q: 3 clusters Score -133785.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -133806.937500 Penalty: 2368.234863
	Iteration 8Q: 3 clusters Score -133806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -133813.296875 Penalty: 2368.234863
	Iteration 9Q: 3 clusters Score -133813.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -133818.250000 Penalty: 2368.234863
	Iteration 10Q: 3 clusters Score -133818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -133820.515625 Penalty: 2368.234863
	Iteration 11Q: 3 clusters Score -133820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -133820.953125 Penalty: 2368.234863
	Iteration 12Q: 3 clusters Score -133821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -133821.671875 Penalty: 2368.234863
	Iteration 13Q: 3 clusters Score -133821.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -133823.109375 Penalty: 2368.234863
	Iteration 14Q: 3 clusters Score -133823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -133823.359375 Penalty: 2368.234863
	Iteration 15Q: 3 clusters Score -133823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -133823.359375 Penalty: 2368.234863
	Iteration 16F: 3 clusters Score -133823.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (303047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303047 members 
Entering Unmasked Estep 
Score: -30822110.000000 Penalty: 2051.017090
	Iteration 0F: 2 clusters Score -3.082211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Mstep: Class 2 contains 151062 members 
Entering Unmasked Estep 
Score: -30620302.000000 Penalty: 4102.034180
	Iteration 0F: 3 clusters Score -3.06203e+07 nChanged 147635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166912 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -30710358.000000 Penalty: 4102.034180
	Iteration 1F: 3 clusters Score -3.071036e+07 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176242 members 
Mstep: Class 2 contains 126805 members 
Entering Unmasked Estep 
Score: -30714372.000000 Penalty: 4102.034180
	Iteration 2Q: 3 clusters Score -3.071437e+07 nChanged 15267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189845 members 
Mstep: Class 2 contains 113202 members 
Entering Unmasked Estep 
Score: -30721612.000000 Penalty: 4102.034180
	Iteration 3F: 3 clusters Score -3.072161e+07 nChanged 19701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208732 members 
Mstep: Class 2 contains 94315 members 
Entering Unmasked Estep 
Score: -30733964.000000 Penalty: 4102.034180
	Iteration 4F: 3 clusters Score -3.073396e+07 nChanged 24467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232883 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -30753452.000000 Penalty: 4102.034180
	Iteration 5F: 3 clusters Score -3.075345e+07 nChanged 25989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258784 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -30777238.000000 Penalty: 4102.034180
	Iteration 6F: 3 clusters Score -3.077724e+07 nChanged 21489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280263 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -30798836.000000 Penalty: 4102.034180
	Iteration 7F: 3 clusters Score -3.079884e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293058 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -30812324.000000 Penalty: 4102.034180
	Iteration 8Q: 3 clusters Score -3.081232e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298924 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -30817734.000000 Penalty: 4102.034180
	Iteration 9Q: 3 clusters Score -3.081773e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301048 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -30819536.000000 Penalty: 4102.034180
	Iteration 10Q: 3 clusters Score -3.081954e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301810 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -30820082.000000 Penalty: 4102.034180
	Iteration 11Q: 3 clusters Score -3.082008e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302082 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -30820370.000000 Penalty: 4102.034180
	Iteration 12Q: 3 clusters Score -3.082037e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302187 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -30820468.000000 Penalty: 4102.034180
	Iteration 13Q: 3 clusters Score -3.082047e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302253 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -30820552.000000 Penalty: 4102.034180
	Iteration 14Q: 3 clusters Score -3.082055e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302291 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -30820606.000000 Penalty: 4102.034180
	Iteration 15Q: 3 clusters Score -3.082061e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302317 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -30820622.000000 Penalty: 4102.034180
	Iteration 16Q: 3 clusters Score -3.082062e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302327 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -30820662.000000 Penalty: 4102.034180
	Iteration 17Q: 3 clusters Score -3.082066e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302333 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -30820700.000000 Penalty: 4102.034180
	Iteration 18Q: 3 clusters Score -3.08207e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302337 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -30820722.000000 Penalty: 4102.034180
	Iteration 19Q: 3 clusters Score -3.082072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302340 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -30820726.000000 Penalty: 4102.034180
	Iteration 20F: 3 clusters Score -3.082073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302335 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -30820728.000000 Penalty: 4102.034180
	Iteration 21Q: 3 clusters Score -3.082073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302328 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -30820716.000000 Penalty: 4102.034180
	Iteration 22Q: 3 clusters Score -3.082072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302326 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -30820716.000000 Penalty: 4102.034180
	Iteration 23Q: 3 clusters Score -3.082072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302325 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -30820718.000000 Penalty: 4102.034180
	Iteration 24Q: 3 clusters Score -3.082072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302325 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -30820738.000000 Penalty: 4102.034180
	Iteration 25Q: 3 clusters Score -3.082074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302327 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -30820742.000000 Penalty: 4102.034180
	Iteration 26Q: 3 clusters Score -3.082074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302327 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -30820732.000000 Penalty: 4102.034180
	Iteration 27Q: 3 clusters Score -3.082073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302330 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -30820742.000000 Penalty: 4102.034180
	Iteration 28Q: 3 clusters Score -3.082074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302332 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -30820732.000000 Penalty: 4102.034180
	Iteration 29Q: 3 clusters Score -3.082073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302333 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -30820730.000000 Penalty: 4102.034180
	Iteration 30Q: 3 clusters Score -3.082073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302333 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -30820730.000000 Penalty: 4102.034180
	Iteration 31F: 3 clusters Score -3.082073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Entering Unmasked Estep 
Score: -2357558.500000 Penalty: 1630.530273
	Iteration 0F: 2 clusters Score -2357558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2342122.250000 Penalty: 3261.060547
	Iteration 0F: 3 clusters Score -2342122 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2347689.250000 Penalty: 3261.060547
	Iteration 1F: 3 clusters Score -2347689 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2348003.750000 Penalty: 3261.060547
	Iteration 2Q: 3 clusters Score -2348004 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2348321.500000 Penalty: 3261.060547
	Iteration 3Q: 3 clusters Score -2348322 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2348628.500000 Penalty: 3261.060547
	Iteration 4Q: 3 clusters Score -2348628 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2349055.000000 Penalty: 3261.060547
	Iteration 5Q: 3 clusters Score -2349055 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2349624.750000 Penalty: 3261.060547
	Iteration 6Q: 3 clusters Score -2349625 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2350488.750000 Penalty: 3261.060547
	Iteration 7F: 3 clusters Score -2350489 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2351721.250000 Penalty: 3261.060547
	Iteration 8F: 3 clusters Score -2351721 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2353179.750000 Penalty: 3261.060547
	Iteration 9F: 3 clusters Score -2353180 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2354376.750000 Penalty: 3261.060547
	Iteration 10F: 3 clusters Score -2354377 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2355214.750000 Penalty: 3261.060547
	Iteration 11Q: 3 clusters Score -2355215 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2355695.000000 Penalty: 3261.060547
	Iteration 12Q: 3 clusters Score -2355695 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2355895.500000 Penalty: 3261.060547
	Iteration 13Q: 3 clusters Score -2355896 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2356023.500000 Penalty: 3261.060547
	Iteration 14Q: 3 clusters Score -2356024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2356101.250000 Penalty: 3261.060547
	Iteration 15Q: 3 clusters Score -2356101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2356157.750000 Penalty: 3261.060547
	Iteration 16Q: 3 clusters Score -2356158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2356191.000000 Penalty: 3261.060547
	Iteration 17Q: 3 clusters Score -2356191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2356216.250000 Penalty: 3261.060547
	Iteration 18Q: 3 clusters Score -2356216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2356237.750000 Penalty: 3261.060547
	Iteration 19Q: 3 clusters Score -2356238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2356252.000000 Penalty: 3261.060547
	Iteration 20F: 3 clusters Score -2356252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2356258.250000 Penalty: 3261.060547
	Iteration 21Q: 3 clusters Score -2356258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2356270.750000 Penalty: 3261.060547
	Iteration 22Q: 3 clusters Score -2356271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2356276.750000 Penalty: 3261.060547
	Iteration 23Q: 3 clusters Score -2356277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2356280.750000 Penalty: 3261.060547
	Iteration 24Q: 3 clusters Score -2356281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2356281.500000 Penalty: 3261.060547
	Iteration 25Q: 3 clusters Score -2356282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2356280.750000 Penalty: 3261.060547
	Iteration 26Q: 3 clusters Score -2356281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2356280.750000 Penalty: 3261.060547
	Iteration 27F: 3 clusters Score -2356281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (218124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218124 members 
Entering Unmasked Estep 
Score: -22168476.000000 Penalty: 1997.583130
	Iteration 0F: 2 clusters Score -2.216848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -22022928.000000 Penalty: 3995.166260
	Iteration 0F: 3 clusters Score -2.202293e+07 nChanged 105995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114285 members 
Mstep: Class 2 contains 103839 members 
Entering Unmasked Estep 
Score: -22085672.000000 Penalty: 3995.166260
	Iteration 1F: 3 clusters Score -2.208567e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117275 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -22086752.000000 Penalty: 3995.166260
	Iteration 2Q: 3 clusters Score -2.208675e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121738 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -22088590.000000 Penalty: 3995.166260
	Iteration 3Q: 3 clusters Score -2.208859e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128493 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -22091290.000000 Penalty: 3995.166260
	Iteration 4Q: 3 clusters Score -2.209129e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138379 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -22096830.000000 Penalty: 3995.166260
	Iteration 5Q: 3 clusters Score -2.209683e+07 nChanged 14023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151976 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -22106416.000000 Penalty: 3995.166260
	Iteration 6F: 3 clusters Score -2.210642e+07 nChanged 16834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -22120940.000000 Penalty: 3995.166260
	Iteration 7F: 3 clusters Score -2.212094e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185614 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -22137194.000000 Penalty: 3995.166260
	Iteration 8F: 3 clusters Score -2.213719e+07 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198855 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -22150062.000000 Penalty: 3995.166260
	Iteration 9F: 3 clusters Score -2.215006e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207356 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -22158176.000000 Penalty: 3995.166260
	Iteration 10Q: 3 clusters Score -2.215818e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212129 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -22162342.000000 Penalty: 3995.166260
	Iteration 11Q: 3 clusters Score -2.216234e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214733 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -22164572.000000 Penalty: 3995.166260
	Iteration 12Q: 3 clusters Score -2.216457e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216070 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22165598.000000 Penalty: 3995.166260
	Iteration 13Q: 3 clusters Score -2.21656e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216756 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22166086.000000 Penalty: 3995.166260
	Iteration 14Q: 3 clusters Score -2.216609e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217123 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -22166294.000000 Penalty: 3995.166260
	Iteration 15Q: 3 clusters Score -2.216629e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217315 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22166454.000000 Penalty: 3995.166260
	Iteration 16Q: 3 clusters Score -2.216645e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217419 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -22166518.000000 Penalty: 3995.166260
	Iteration 17Q: 3 clusters Score -2.216652e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217484 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22166592.000000 Penalty: 3995.166260
	Iteration 18Q: 3 clusters Score -2.216659e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217531 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -22166646.000000 Penalty: 3995.166260
	Iteration 19Q: 3 clusters Score -2.216665e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217566 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -22166680.000000 Penalty: 3995.166260
	Iteration 20F: 3 clusters Score -2.216668e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217598 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22166712.000000 Penalty: 3995.166260
	Iteration 21Q: 3 clusters Score -2.216671e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217619 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22166730.000000 Penalty: 3995.166260
	Iteration 22Q: 3 clusters Score -2.216673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217639 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22166738.000000 Penalty: 3995.166260
	Iteration 23Q: 3 clusters Score -2.216674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217657 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22166744.000000 Penalty: 3995.166260
	Iteration 24Q: 3 clusters Score -2.216674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217661 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22166778.000000 Penalty: 3995.166260
	Iteration 25Q: 3 clusters Score -2.216678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217664 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22166786.000000 Penalty: 3995.166260
	Iteration 26Q: 3 clusters Score -2.216679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217670 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22166788.000000 Penalty: 3995.166260
	Iteration 27Q: 3 clusters Score -2.216679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217675 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22166778.000000 Penalty: 3995.166260
	Iteration 28Q: 3 clusters Score -2.216678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217679 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22166784.000000 Penalty: 3995.166260
	Iteration 29Q: 3 clusters Score -2.216678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217682 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22166794.000000 Penalty: 3995.166260
	Iteration 30Q: 3 clusters Score -2.216679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217684 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22166802.000000 Penalty: 3995.166260
	Iteration 31Q: 3 clusters Score -2.21668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217687 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -22166796.000000 Penalty: 3995.166260
	Iteration 32Q: 3 clusters Score -2.21668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217690 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -22166814.000000 Penalty: 3995.166260
	Iteration 33Q: 3 clusters Score -2.216681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217694 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22166804.000000 Penalty: 3995.166260
	Iteration 34Q: 3 clusters Score -2.21668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217695 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -22166804.000000 Penalty: 3995.166260
	Iteration 35Q: 3 clusters Score -2.21668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217695 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -22166804.000000 Penalty: 3995.166260
	Iteration 36F: 3 clusters Score -2.21668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Entering Unmasked Estep 
Score: -256554.421875 Penalty: 1282.401978
	Iteration 0F: 2 clusters Score -256554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -254045.187500 Penalty: 2564.803955
	Iteration 0F: 3 clusters Score -254045.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -254705.703125 Penalty: 2564.803955
	Iteration 1F: 3 clusters Score -254705.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -254862.515625 Penalty: 2564.803955
	Iteration 2F: 3 clusters Score -254862.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -254974.046875 Penalty: 2564.803955
	Iteration 3F: 3 clusters Score -254974 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -255056.437500 Penalty: 2564.803955
	Iteration 4Q: 3 clusters Score -255056.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -255144.015625 Penalty: 2564.803955
	Iteration 5Q: 3 clusters Score -255144 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -255253.125000 Penalty: 2564.803955
	Iteration 6Q: 3 clusters Score -255253.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -255343.562500 Penalty: 2564.803955
	Iteration 7Q: 3 clusters Score -255343.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -255423.031250 Penalty: 2564.803955
	Iteration 8Q: 3 clusters Score -255423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -255493.046875 Penalty: 2564.803955
	Iteration 9Q: 3 clusters Score -255493 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -255557.828125 Penalty: 2564.803955
	Iteration 10Q: 3 clusters Score -255557.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -255612.156250 Penalty: 2564.803955
	Iteration 11Q: 3 clusters Score -255612.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -255647.656250 Penalty: 2564.803955
	Iteration 12Q: 3 clusters Score -255647.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -255685.859375 Penalty: 2564.803955
	Iteration 13Q: 3 clusters Score -255685.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -255711.406250 Penalty: 2564.803955
	Iteration 14Q: 3 clusters Score -255711.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -255729.203125 Penalty: 2564.803955
	Iteration 15Q: 3 clusters Score -255729.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -255743.468750 Penalty: 2564.803955
	Iteration 16Q: 3 clusters Score -255743.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -255754.125000 Penalty: 2564.803955
	Iteration 17Q: 3 clusters Score -255754.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -255765.953125 Penalty: 2564.803955
	Iteration 18Q: 3 clusters Score -255766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -255779.015625 Penalty: 2564.803955
	Iteration 19Q: 3 clusters Score -255779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -255798.015625 Penalty: 2564.803955
	Iteration 20F: 3 clusters Score -255798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -255814.609375 Penalty: 2564.803955
	Iteration 21Q: 3 clusters Score -255814.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -255823.546875 Penalty: 2564.803955
	Iteration 22Q: 3 clusters Score -255823.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -255831.859375 Penalty: 2564.803955
	Iteration 23Q: 3 clusters Score -255831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -255835.015625 Penalty: 2564.803955
	Iteration 24Q: 3 clusters Score -255835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -255836.421875 Penalty: 2564.803955
	Iteration 25Q: 3 clusters Score -255836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -255842.093750 Penalty: 2564.803955
	Iteration 26Q: 3 clusters Score -255842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -255844.281250 Penalty: 2564.803955
	Iteration 27Q: 3 clusters Score -255844.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -255846.796875 Penalty: 2564.803955
	Iteration 28Q: 3 clusters Score -255846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -255850.875000 Penalty: 2564.803955
	Iteration 29Q: 3 clusters Score -255850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -255853.406250 Penalty: 2564.803955
	Iteration 30Q: 3 clusters Score -255853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -255856.843750 Penalty: 2564.803955
	Iteration 31Q: 3 clusters Score -255856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -255856.687500 Penalty: 2564.803955
	Iteration 32Q: 3 clusters Score -255856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -255857.531250 Penalty: 2564.803955
	Iteration 33Q: 3 clusters Score -255857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -255857.812500 Penalty: 2564.803955
	Iteration 34Q: 3 clusters Score -255857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -255858.656250 Penalty: 2564.803955
	Iteration 35Q: 3 clusters Score -255858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -255860.609375 Penalty: 2564.803955
	Iteration 36Q: 3 clusters Score -255860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -255861.265625 Penalty: 2564.803955
	Iteration 37Q: 3 clusters Score -255861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -255863.500000 Penalty: 2564.803955
	Iteration 38Q: 3 clusters Score -255863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -255863.500000 Penalty: 2564.803955
	Iteration 39F: 3 clusters Score -255863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -262821.875000 Penalty: 1275.134399
	Iteration 0F: 2 clusters Score -262821.9 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 1257 members 
Entering Unmasked Estep 
Score: -260365.234375 Penalty: 2550.268799
	Iteration 0F: 3 clusters Score -260365.2 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -260879.265625 Penalty: 2550.268799
	Iteration 1F: 3 clusters Score -260879.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -260987.937500 Penalty: 2550.268799
	Iteration 2F: 3 clusters Score -260987.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -261059.750000 Penalty: 2550.268799
	Iteration 3Q: 3 clusters Score -261059.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -261105.578125 Penalty: 2550.268799
	Iteration 4Q: 3 clusters Score -261105.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -261149.000000 Penalty: 2550.268799
	Iteration 5Q: 3 clusters Score -261149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -261187.296875 Penalty: 2550.268799
	Iteration 6Q: 3 clusters Score -261187.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -261211.187500 Penalty: 2550.268799
	Iteration 7Q: 3 clusters Score -261211.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -261224.515625 Penalty: 2550.268799
	Iteration 8Q: 3 clusters Score -261224.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -261245.031250 Penalty: 2550.268799
	Iteration 9Q: 3 clusters Score -261245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -261269.031250 Penalty: 2550.268799
	Iteration 10Q: 3 clusters Score -261269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -261295.812500 Penalty: 2550.268799
	Iteration 11Q: 3 clusters Score -261295.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -261326.062500 Penalty: 2550.268799
	Iteration 12Q: 3 clusters Score -261326.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -261351.187500 Penalty: 2550.268799
	Iteration 13Q: 3 clusters Score -261351.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -261364.812500 Penalty: 2550.268799
	Iteration 14Q: 3 clusters Score -261364.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -261381.046875 Penalty: 2550.268799
	Iteration 15Q: 3 clusters Score -261381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -261399.250000 Penalty: 2550.268799
	Iteration 16Q: 3 clusters Score -261399.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -261423.765625 Penalty: 2550.268799
	Iteration 17Q: 3 clusters Score -261423.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -261451.109375 Penalty: 2550.268799
	Iteration 18Q: 3 clusters Score -261451.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -261481.546875 Penalty: 2550.268799
	Iteration 19Q: 3 clusters Score -261481.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -261507.062500 Penalty: 2550.268799
	Iteration 20F: 3 clusters Score -261507.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -261525.984375 Penalty: 2550.268799
	Iteration 21Q: 3 clusters Score -261526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -261539.640625 Penalty: 2550.268799
	Iteration 22Q: 3 clusters Score -261539.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -261546.953125 Penalty: 2550.268799
	Iteration 23Q: 3 clusters Score -261547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -261550.171875 Penalty: 2550.268799
	Iteration 24Q: 3 clusters Score -261550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -261554.640625 Penalty: 2550.268799
	Iteration 25Q: 3 clusters Score -261554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -261560.671875 Penalty: 2550.268799
	Iteration 26Q: 3 clusters Score -261560.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -261567.015625 Penalty: 2550.268799
	Iteration 27Q: 3 clusters Score -261567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -261570.187500 Penalty: 2550.268799
	Iteration 28Q: 3 clusters Score -261570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -261573.281250 Penalty: 2550.268799
	Iteration 29Q: 3 clusters Score -261573.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -261576.468750 Penalty: 2550.268799
	Iteration 30Q: 3 clusters Score -261576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -261579.171875 Penalty: 2550.268799
	Iteration 31Q: 3 clusters Score -261579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -261583.375000 Penalty: 2550.268799
	Iteration 32Q: 3 clusters Score -261583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -261585.625000 Penalty: 2550.268799
	Iteration 33Q: 3 clusters Score -261585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -261587.031250 Penalty: 2550.268799
	Iteration 34Q: 3 clusters Score -261587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -261588.859375 Penalty: 2550.268799
	Iteration 35Q: 3 clusters Score -261588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -261589.468750 Penalty: 2550.268799
	Iteration 36Q: 3 clusters Score -261589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -261589.468750 Penalty: 2550.268799
	Iteration 37F: 3 clusters Score -261589.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -215624.187500 Penalty: 1239.079956
	Iteration 0F: 2 clusters Score -215624.2 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 1034 members 
Entering Unmasked Estep 
Score: -213503.812500 Penalty: 2478.159912
	Iteration 0F: 3 clusters Score -213503.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -213953.203125 Penalty: 2478.159912
	Iteration 1F: 3 clusters Score -213953.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -214045.125000 Penalty: 2478.159912
	Iteration 2F: 3 clusters Score -214045.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -214092.921875 Penalty: 2478.159912
	Iteration 3Q: 3 clusters Score -214092.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -214129.234375 Penalty: 2478.159912
	Iteration 4Q: 3 clusters Score -214129.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -214157.375000 Penalty: 2478.159912
	Iteration 5Q: 3 clusters Score -214157.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -214169.390625 Penalty: 2478.159912
	Iteration 6Q: 3 clusters Score -214169.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -214178.093750 Penalty: 2478.159912
	Iteration 7Q: 3 clusters Score -214178.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -214193.406250 Penalty: 2478.159912
	Iteration 8Q: 3 clusters Score -214193.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -214203.140625 Penalty: 2478.159912
	Iteration 9Q: 3 clusters Score -214203.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -214213.531250 Penalty: 2478.159912
	Iteration 10Q: 3 clusters Score -214213.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -214222.109375 Penalty: 2478.159912
	Iteration 11Q: 3 clusters Score -214222.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -214227.953125 Penalty: 2478.159912
	Iteration 12Q: 3 clusters Score -214228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -214233.328125 Penalty: 2478.159912
	Iteration 13Q: 3 clusters Score -214233.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -214238.218750 Penalty: 2478.159912
	Iteration 14Q: 3 clusters Score -214238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -214241.328125 Penalty: 2478.159912
	Iteration 15Q: 3 clusters Score -214241.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -214244.312500 Penalty: 2478.159912
	Iteration 16Q: 3 clusters Score -214244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -214246.250000 Penalty: 2478.159912
	Iteration 17Q: 3 clusters Score -214246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -214247.656250 Penalty: 2478.159912
	Iteration 18Q: 3 clusters Score -214247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -214248.656250 Penalty: 2478.159912
	Iteration 19Q: 3 clusters Score -214248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -214249.265625 Penalty: 2478.159912
	Iteration 20F: 3 clusters Score -214249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -214250.812500 Penalty: 2478.159912
	Iteration 21Q: 3 clusters Score -214250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -214254.843750 Penalty: 2478.159912
	Iteration 22Q: 3 clusters Score -214254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -214258.062500 Penalty: 2478.159912
	Iteration 23Q: 3 clusters Score -214258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -214260.640625 Penalty: 2478.159912
	Iteration 24Q: 3 clusters Score -214260.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -214263.812500 Penalty: 2478.159912
	Iteration 25Q: 3 clusters Score -214263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -214266.703125 Penalty: 2478.159912
	Iteration 26Q: 3 clusters Score -214266.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -214267.781250 Penalty: 2478.159912
	Iteration 27Q: 3 clusters Score -214267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -214269.000000 Penalty: 2478.159912
	Iteration 28Q: 3 clusters Score -214269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -214270.031250 Penalty: 2478.159912
	Iteration 29Q: 3 clusters Score -214270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -214273.656250 Penalty: 2478.159912
	Iteration 30Q: 3 clusters Score -214273.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -214279.015625 Penalty: 2478.159912
	Iteration 31Q: 3 clusters Score -214279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -214283.421875 Penalty: 2478.159912
	Iteration 32Q: 3 clusters Score -214283.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -214285.625000 Penalty: 2478.159912
	Iteration 33Q: 3 clusters Score -214285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -214286.546875 Penalty: 2478.159912
	Iteration 34Q: 3 clusters Score -214286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -214287.250000 Penalty: 2478.159912
	Iteration 35Q: 3 clusters Score -214287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -214288.406250 Penalty: 2478.159912
	Iteration 36Q: 3 clusters Score -214288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -214288.968750 Penalty: 2478.159912
	Iteration 37Q: 3 clusters Score -214289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -214290.078125 Penalty: 2478.159912
	Iteration 38Q: 3 clusters Score -214290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -214290.390625 Penalty: 2478.159912
	Iteration 39Q: 3 clusters Score -214290.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -214291.078125 Penalty: 2478.159912
	Iteration 40F: 3 clusters Score -214291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -214291.843750 Penalty: 2478.159912
	Iteration 41Q: 3 clusters Score -214291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -214292.156250 Penalty: 2478.159912
	Iteration 42Q: 3 clusters Score -214292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -214292.156250 Penalty: 2478.159912
	Iteration 43F: 3 clusters Score -214292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Entering Unmasked Estep 
Score: -1016363.687500 Penalty: 1503.116211
	Iteration 0F: 2 clusters Score -1016364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1008984.375000 Penalty: 3006.232422
	Iteration 0F: 3 clusters Score -1008984 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1011410.562500 Penalty: 3006.232422
	Iteration 1F: 3 clusters Score -1011411 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1011771.500000 Penalty: 3006.232422
	Iteration 2F: 3 clusters Score -1011772 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1012165.250000 Penalty: 3006.232422
	Iteration 3F: 3 clusters Score -1012165 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1012640.062500 Penalty: 3006.232422
	Iteration 4F: 3 clusters Score -1012640 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1013172.625000 Penalty: 3006.232422
	Iteration 5F: 3 clusters Score -1013173 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1013634.187500 Penalty: 3006.232422
	Iteration 6F: 3 clusters Score -1013634 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1014042.375000 Penalty: 3006.232422
	Iteration 7F: 3 clusters Score -1014042 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1014323.687500 Penalty: 3006.232422
	Iteration 8Q: 3 clusters Score -1014324 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1014521.312500 Penalty: 3006.232422
	Iteration 9Q: 3 clusters Score -1014521 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1014691.875000 Penalty: 3006.232422
	Iteration 10Q: 3 clusters Score -1014692 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1014831.625000 Penalty: 3006.232422
	Iteration 11Q: 3 clusters Score -1014832 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1014948.750000 Penalty: 3006.232422
	Iteration 12Q: 3 clusters Score -1014949 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1015050.125000 Penalty: 3006.232422
	Iteration 13Q: 3 clusters Score -1015050 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1015125.187500 Penalty: 3006.232422
	Iteration 14Q: 3 clusters Score -1015125 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1015177.250000 Penalty: 3006.232422
	Iteration 15Q: 3 clusters Score -1015177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1015222.937500 Penalty: 3006.232422
	Iteration 16Q: 3 clusters Score -1015223 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1015253.750000 Penalty: 3006.232422
	Iteration 17Q: 3 clusters Score -1015254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1015282.062500 Penalty: 3006.232422
	Iteration 18Q: 3 clusters Score -1015282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1015298.000000 Penalty: 3006.232422
	Iteration 19Q: 3 clusters Score -1015298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1015313.500000 Penalty: 3006.232422
	Iteration 20F: 3 clusters Score -1015314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1015324.250000 Penalty: 3006.232422
	Iteration 21Q: 3 clusters Score -1015324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1015332.250000 Penalty: 3006.232422
	Iteration 22Q: 3 clusters Score -1015332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1015332.687500 Penalty: 3006.232422
	Iteration 23Q: 3 clusters Score -1015333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1015342.250000 Penalty: 3006.232422
	Iteration 24Q: 3 clusters Score -1015342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1015349.937500 Penalty: 3006.232422
	Iteration 25Q: 3 clusters Score -1015350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1015350.750000 Penalty: 3006.232422
	Iteration 26Q: 3 clusters Score -1015351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1015354.937500 Penalty: 3006.232422
	Iteration 27Q: 3 clusters Score -1015355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1015360.687500 Penalty: 3006.232422
	Iteration 28Q: 3 clusters Score -1015361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1015362.937500 Penalty: 3006.232422
	Iteration 29Q: 3 clusters Score -1015363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1015363.687500 Penalty: 3006.232422
	Iteration 30Q: 3 clusters Score -1015364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1015366.500000 Penalty: 3006.232422
	Iteration 31Q: 3 clusters Score -1015366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1015370.250000 Penalty: 3006.232422
	Iteration 32Q: 3 clusters Score -1015370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1015371.000000 Penalty: 3006.232422
	Iteration 33Q: 3 clusters Score -1015371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1015375.375000 Penalty: 3006.232422
	Iteration 34Q: 3 clusters Score -1015375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1015377.125000 Penalty: 3006.232422
	Iteration 35Q: 3 clusters Score -1015377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1015379.187500 Penalty: 3006.232422
	Iteration 36Q: 3 clusters Score -1015379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1015378.062500 Penalty: 3006.232422
	Iteration 37Q: 3 clusters Score -1015378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1015382.937500 Penalty: 3006.232422
	Iteration 38Q: 3 clusters Score -1015383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1015381.562500 Penalty: 3006.232422
	Iteration 39Q: 3 clusters Score -1015382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1015382.687500 Penalty: 3006.232422
	Iteration 40F: 3 clusters Score -1015383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1015384.187500 Penalty: 3006.232422
	Iteration 41Q: 3 clusters Score -1015384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1015383.750000 Penalty: 3006.232422
	Iteration 42Q: 3 clusters Score -1015384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1015383.937500 Penalty: 3006.232422
	Iteration 43Q: 3 clusters Score -1015384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1015384.437500 Penalty: 3006.232422
	Iteration 44Q: 3 clusters Score -1015384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1015383.750000 Penalty: 3006.232422
	Iteration 45Q: 3 clusters Score -1015384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1015384.625000 Penalty: 3006.232422
	Iteration 46Q: 3 clusters Score -1015385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1015384.125000 Penalty: 3006.232422
	Iteration 47Q: 3 clusters Score -1015384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1015385.750000 Penalty: 3006.232422
	Iteration 48Q: 3 clusters Score -1015386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1015384.937500 Penalty: 3006.232422
	Iteration 49Q: 3 clusters Score -1015385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1015385.750000 Penalty: 3006.232422
	Iteration 50Q: 3 clusters Score -1015386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1015385.687500 Penalty: 3006.232422
	Iteration 51Q: 3 clusters Score -1015386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1015387.750000 Penalty: 3006.232422
	Iteration 52Q: 3 clusters Score -1015388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1015386.937500 Penalty: 3006.232422
	Iteration 53Q: 3 clusters Score -1015387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1015387.875000 Penalty: 3006.232422
	Iteration 54Q: 3 clusters Score -1015388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1015387.312500 Penalty: 3006.232422
	Iteration 55Q: 3 clusters Score -1015387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1015390.250000 Penalty: 3006.232422
	Iteration 56Q: 3 clusters Score -1015390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1015390.125000 Penalty: 3006.232422
	Iteration 57Q: 3 clusters Score -1015390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1015391.687500 Penalty: 3006.232422
	Iteration 58Q: 3 clusters Score -1015392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1015394.312500 Penalty: 3006.232422
	Iteration 59Q: 3 clusters Score -1015394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1015396.250000 Penalty: 3006.232422
	Iteration 60F: 3 clusters Score -1015396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1015396.437500 Penalty: 3006.232422
	Iteration 61Q: 3 clusters Score -1015396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1015397.812500 Penalty: 3006.232422
	Iteration 62Q: 3 clusters Score -1015398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1015397.687500 Penalty: 3006.232422
	Iteration 63Q: 3 clusters Score -1015398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1015398.312500 Penalty: 3006.232422
	Iteration 64Q: 3 clusters Score -1015398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1015398.312500 Penalty: 3006.232422
	Iteration 65F: 3 clusters Score -1015398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Entering Unmasked Estep 
Score: -4097776.500000 Penalty: 1720.864746
	Iteration 0F: 2 clusters Score -4097776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -4071209.500000 Penalty: 3441.729492
	Iteration 0F: 3 clusters Score -4071210 nChanged 18386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4081309.500000 Penalty: 3441.729492
	Iteration 1F: 3 clusters Score -4081310 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4081651.500000 Penalty: 3441.729492
	Iteration 2Q: 3 clusters Score -4081652 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4082037.750000 Penalty: 3441.729492
	Iteration 3Q: 3 clusters Score -4082038 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4082476.250000 Penalty: 3441.729492
	Iteration 4Q: 3 clusters Score -4082476 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -4083028.500000 Penalty: 3441.729492
	Iteration 5Q: 3 clusters Score -4083028 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -4083858.250000 Penalty: 3441.729492
	Iteration 6Q: 3 clusters Score -4083858 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -4085093.750000 Penalty: 3441.729492
	Iteration 7F: 3 clusters Score -4085094 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -4086750.250000 Penalty: 3441.729492
	Iteration 8F: 3 clusters Score -4086750 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -4088871.000000 Penalty: 3441.729492
	Iteration 9F: 3 clusters Score -4088871 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4091016.250000 Penalty: 3441.729492
	Iteration 10F: 3 clusters Score -4091016 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4092545.250000 Penalty: 3441.729492
	Iteration 11F: 3 clusters Score -4092545 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4093426.000000 Penalty: 3441.729492
	Iteration 12Q: 3 clusters Score -4093426 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -4093967.000000 Penalty: 3441.729492
	Iteration 13Q: 3 clusters Score -4093967 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4094315.500000 Penalty: 3441.729492
	Iteration 14Q: 3 clusters Score -4094316 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -4094595.000000 Penalty: 3441.729492
	Iteration 15Q: 3 clusters Score -4094595 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4094813.500000 Penalty: 3441.729492
	Iteration 16Q: 3 clusters Score -4094814 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -4095025.750000 Penalty: 3441.729492
	Iteration 17Q: 3 clusters Score -4095026 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -4095226.750000 Penalty: 3441.729492
	Iteration 18Q: 3 clusters Score -4095227 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -4095422.000000 Penalty: 3441.729492
	Iteration 19Q: 3 clusters Score -4095422 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4095666.250000 Penalty: 3441.729492
	Iteration 20F: 3 clusters Score -4095666 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4095870.250000 Penalty: 3441.729492
	Iteration 21Q: 3 clusters Score -4095870 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4096031.750000 Penalty: 3441.729492
	Iteration 22Q: 3 clusters Score -4096032 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4096153.750000 Penalty: 3441.729492
	Iteration 23Q: 3 clusters Score -4096154 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -4096244.000000 Penalty: 3441.729492
	Iteration 24Q: 3 clusters Score -4096244 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -4096318.500000 Penalty: 3441.729492
	Iteration 25Q: 3 clusters Score -4096318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4096368.750000 Penalty: 3441.729492
	Iteration 26Q: 3 clusters Score -4096369 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -4096409.250000 Penalty: 3441.729492
	Iteration 27Q: 3 clusters Score -4096409 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -4096444.000000 Penalty: 3441.729492
	Iteration 28Q: 3 clusters Score -4096444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -4096473.250000 Penalty: 3441.729492
	Iteration 29Q: 3 clusters Score -4096473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -4096488.750000 Penalty: 3441.729492
	Iteration 30Q: 3 clusters Score -4096489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -4096497.250000 Penalty: 3441.729492
	Iteration 31Q: 3 clusters Score -4096497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -4096509.000000 Penalty: 3441.729492
	Iteration 32Q: 3 clusters Score -4096509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -4096520.250000 Penalty: 3441.729492
	Iteration 33Q: 3 clusters Score -4096520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -4096520.000000 Penalty: 3441.729492
	Iteration 34Q: 3 clusters Score -4096520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -4096521.500000 Penalty: 3441.729492
	Iteration 35Q: 3 clusters Score -4096522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -4096527.250000 Penalty: 3441.729492
	Iteration 36Q: 3 clusters Score -4096527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -4096529.250000 Penalty: 3441.729492
	Iteration 37Q: 3 clusters Score -4096529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -4096531.000000 Penalty: 3441.729492
	Iteration 38Q: 3 clusters Score -4096531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4096534.750000 Penalty: 3441.729492
	Iteration 39Q: 3 clusters Score -4096535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -4096533.000000 Penalty: 3441.729492
	Iteration 40F: 3 clusters Score -4096533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -4096535.000000 Penalty: 3441.729492
	Iteration 41Q: 3 clusters Score -4096535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -4096544.750000 Penalty: 3441.729492
	Iteration 42Q: 3 clusters Score -4096545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -4096546.250000 Penalty: 3441.729492
	Iteration 43Q: 3 clusters Score -4096546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -4096547.750000 Penalty: 3441.729492
	Iteration 44Q: 3 clusters Score -4096548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -4096552.750000 Penalty: 3441.729492
	Iteration 45Q: 3 clusters Score -4096553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -4096554.000000 Penalty: 3441.729492
	Iteration 46Q: 3 clusters Score -4096554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -4096557.250000 Penalty: 3441.729492
	Iteration 47Q: 3 clusters Score -4096557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4096554.250000 Penalty: 3441.729492
	Iteration 48Q: 3 clusters Score -4096554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -4096552.250000 Penalty: 3441.729492
	Iteration 49Q: 3 clusters Score -4096552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -4096554.500000 Penalty: 3441.729492
	Iteration 50Q: 3 clusters Score -4096554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -4096560.000000 Penalty: 3441.729492
	Iteration 51Q: 3 clusters Score -4096560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -4096564.000000 Penalty: 3441.729492
	Iteration 52Q: 3 clusters Score -4096564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -4096569.750000 Penalty: 3441.729492
	Iteration 53Q: 3 clusters Score -4096570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -4096566.000000 Penalty: 3441.729492
	Iteration 54Q: 3 clusters Score -4096566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -4096568.250000 Penalty: 3441.729492
	Iteration 55Q: 3 clusters Score -4096568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -4096570.750000 Penalty: 3441.729492
	Iteration 56Q: 3 clusters Score -4096571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -4096571.250000 Penalty: 3441.729492
	Iteration 57Q: 3 clusters Score -4096571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -4096571.250000 Penalty: 3441.729492
	Iteration 58F: 3 clusters Score -4096571 nChanged 0
--- Evaluating fit on full set of 2822530 points ---
Entering Unmasked Estep 
Score: -279223328.000000 Penalty: 36204.539062
21->16 Clusters: Score -279223328.000000, best is -279355232.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 940843 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 44948 members 
Mstep: Class 3 contains 44816 members 
Mstep: Class 4 contains 44711 members 
Mstep: Class 5 contains 44736 members 
Mstep: Class 6 contains 45080 members 
Mstep: Class 7 contains 44873 members 
Mstep: Class 8 contains 44728 members 
Mstep: Class 9 contains 44705 members 
Mstep: Class 10 contains 44939 members 
Mstep: Class 11 contains 44919 members 
Mstep: Class 12 contains 44847 members 
Mstep: Class 13 contains 44957 members 
Mstep: Class 14 contains 44901 members 
Mstep: Class 15 contains 44490 members 
Mstep: Class 16 contains 44998 members 
Mstep: Class 17 contains 44853 members 
Mstep: Class 18 contains 44838 members 
Mstep: Class 19 contains 44513 members 
Mstep: Class 20 contains 44544 members 
Mstep: Class 21 contains 44536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 576.345459 but Gain 2235.109375
Score: -91008384.000000 Penalty: 44702.230469
Iteration 0F: 21 clusters Score -9.100838e+07 nChanged 891164
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 82575 members 
Mstep: Class 3 contains 32438 members 
Mstep: Class 4 contains 96393 members 
Mstep: Class 5 contains 27048 members 
Mstep: Class 6 contains 42362 members 
Mstep: Class 7 contains 36521 members 
Mstep: Class 8 contains 46103 members 
Mstep: Class 9 contains 101159 members 
Mstep: Class 10 contains 41360 members 
Mstep: Class 11 contains 25897 members 
Mstep: Class 12 contains 59051 members 
Mstep: Class 13 contains 57761 members 
Mstep: Class 14 contains 37469 members 
Mstep: Class 15 contains 24057 members 
Mstep: Class 16 contains 55828 members 
Mstep: Class 17 contains 22687 members 
Mstep: Class 18 contains 48360 members 
Mstep: Class 19 contains 26520 members 
Mstep: Class 20 contains 44038 members 
Mstep: Class 21 contains 33123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93079136.000000 Penalty: 44702.230469
Iteration 1F: 21 clusters Score -9.307914e+07 nChanged 262719
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 101899 members 
Mstep: Class 3 contains 25266 members 
Mstep: Class 4 contains 108898 members 
Mstep: Class 5 contains 22666 members 
Mstep: Class 6 contains 39797 members 
Mstep: Class 7 contains 33781 members 
Mstep: Class 8 contains 33368 members 
Mstep: Class 9 contains 134013 members 
Mstep: Class 10 contains 37752 members 
Mstep: Class 11 contains 21080 members 
Mstep: Class 12 contains 65812 members 
Mstep: Class 13 contains 63086 members 
Mstep: Class 14 contains 24745 members 
Mstep: Class 15 contains 19826 members 
Mstep: Class 16 contains 58373 members 
Mstep: Class 17 contains 11883 members 
Mstep: Class 18 contains 45665 members 
Mstep: Class 19 contains 22273 members 
Mstep: Class 20 contains 44348 members 
Mstep: Class 21 contains 26274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93312024.000000 Penalty: 44702.230469
Iteration 2F: 21 clusters Score -9.331202e+07 nChanged 184185
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 112045 members 
Mstep: Class 3 contains 18741 members 
Mstep: Class 4 contains 129800 members 
Mstep: Class 5 contains 20153 members 
Mstep: Class 6 contains 36184 members 
Mstep: Class 7 contains 29434 members 
Mstep: Class 8 contains 24192 members 
Mstep: Class 9 contains 179029 members 
Mstep: Class 10 contains 30417 members 
Mstep: Class 11 contains 16215 members 
Mstep: Class 12 contains 65365 members 
Mstep: Class 13 contains 65471 members 
Mstep: Class 14 contains 15481 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 56662 members 
Mstep: Class 17 contains 5105 members 
Mstep: Class 18 contains 41259 members 
Mstep: Class 19 contains 17707 members 
Mstep: Class 20 contains 41663 members 
Mstep: Class 21 contains 20750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93463720.000000 Penalty: 44702.230469
Iteration 3F: 21 clusters Score -9.346372e+07 nChanged 152075
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 118162 members 
Mstep: Class 3 contains 13538 members 
Mstep: Class 4 contains 149239 members 
Mstep: Class 5 contains 19099 members 
Mstep: Class 6 contains 30903 members 
Mstep: Class 7 contains 24735 members 
Mstep: Class 8 contains 15958 members 
Mstep: Class 9 contains 232338 members 
Mstep: Class 10 contains 21757 members 
Mstep: Class 11 contains 11994 members 
Mstep: Class 12 contains 61401 members 
Mstep: Class 13 contains 64797 members 
Mstep: Class 14 contains 9187 members 
Mstep: Class 15 contains 10825 members 
Mstep: Class 16 contains 52411 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 34824 members 
Mstep: Class 19 contains 13708 members 
Mstep: Class 20 contains 38082 members 
Mstep: Class 21 contains 15743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93595840.000000 Penalty: 44702.230469
Iteration 4F: 21 clusters Score -9.359584e+07 nChanged 132539
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 120057 members 
Mstep: Class 3 contains 9424 members 
Mstep: Class 4 contains 163126 members 
Mstep: Class 5 contains 19165 members 
Mstep: Class 6 contains 24283 members 
Mstep: Class 7 contains 20217 members 
Mstep: Class 8 contains 8935 members 
Mstep: Class 9 contains 290608 members 
Mstep: Class 10 contains 13983 members 
Mstep: Class 11 contains 8632 members 
Mstep: Class 12 contains 56784 members 
Mstep: Class 13 contains 61687 members 
Mstep: Class 14 contains 5209 members 
Mstep: Class 15 contains 7424 members 
Mstep: Class 16 contains 45841 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 27314 members 
Mstep: Class 19 contains 10658 members 
Mstep: Class 20 contains 34100 members 
Mstep: Class 21 contains 11509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93714624.000000 Penalty: 44702.230469
Iteration 5F: 21 clusters Score -9.371462e+07 nChanged 115420
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 117087 members 
Mstep: Class 3 contains 6211 members 
Mstep: Class 4 contains 170282 members 
Mstep: Class 5 contains 19831 members 
Mstep: Class 6 contains 17668 members 
Mstep: Class 7 contains 16195 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 347450 members 
Mstep: Class 10 contains 8697 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 54378 members 
Mstep: Class 13 contains 56882 members 
Mstep: Class 14 contains 2958 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 38005 members 
Mstep: Class 17 contains 2861 members 
Mstep: Class 18 contains 20111 members 
Mstep: Class 19 contains 8272 members 
Mstep: Class 20 contains 30373 members 
Mstep: Class 21 contains 8142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1783.178589 but Gain 2235.113281
Score: -93796088.000000 Penalty: 42467.117188
Iteration 6F: 20 clusters Score -9.379609e+07 nChanged 100815
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 113228 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 175662 members 
Mstep: Class 5 contains 21989 members 
Mstep: Class 6 contains 12469 members 
Mstep: Class 7 contains 12535 members 
Mstep: Class 8 contains 3279 members 
Mstep: Class 9 contains 390302 members 
Mstep: Class 10 contains 5889 members 
Mstep: Class 11 contains 4506 members 
Mstep: Class 12 contains 55356 members 
Mstep: Class 13 contains 48935 members 
Mstep: Class 15 contains 3211 members 
Mstep: Class 16 contains 30929 members 
Mstep: Class 17 contains 4368 members 
Mstep: Class 18 contains 14594 members 
Mstep: Class 19 contains 6292 members 
Mstep: Class 20 contains 27368 members 
Mstep: Class 21 contains 5802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831648.000000 Penalty: 42467.117188
Iteration 7F: 20 clusters Score -9.383165e+07 nChanged 79974
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 111326 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 181590 members 
Mstep: Class 5 contains 25033 members 
Mstep: Class 6 contains 8924 members 
Mstep: Class 7 contains 9919 members 
Mstep: Class 8 contains 3282 members 
Mstep: Class 9 contains 407967 members 
Mstep: Class 10 contains 4403 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 60228 members 
Mstep: Class 13 contains 43099 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 25001 members 
Mstep: Class 17 contains 5764 members 
Mstep: Class 18 contains 10884 members 
Mstep: Class 19 contains 4778 members 
Mstep: Class 20 contains 25599 members 
Mstep: Class 21 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1754.555786 but Gain 2235.113281
Score: -93850584.000000 Penalty: 40232.003906
Iteration 8F: 19 clusters Score -9.385058e+07 nChanged 66007
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 112883 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 189185 members 
Mstep: Class 5 contains 28389 members 
Mstep: Class 6 contains 6536 members 
Mstep: Class 7 contains 8301 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 406972 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 3461 members 
Mstep: Class 12 contains 67705 members 
Mstep: Class 13 contains 40336 members 
Mstep: Class 16 contains 20595 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 8424 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 24597 members 
Mstep: Class 21 contains 3583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1379.493408 but Gain 2235.109375
Score: -93876280.000000 Penalty: 37996.894531
Iteration 9F: 18 clusters Score -9.387628e+07 nChanged 56533
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 116935 members 
Mstep: Class 4 contains 197861 members 
Mstep: Class 5 contains 31655 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 7015 members 
Mstep: Class 8 contains 4035 members 
Mstep: Class 9 contains 395280 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 3474 members 
Mstep: Class 12 contains 75802 members 
Mstep: Class 13 contains 38907 members 
Mstep: Class 16 contains 17173 members 
Mstep: Class 17 contains 8550 members 
Mstep: Class 18 contains 6568 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 23880 members 
Mstep: Class 21 contains 3145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2042.393066 but Gain 2235.113281
Score: -93905320.000000 Penalty: 35761.781250
Iteration 10F: 17 clusters Score -9.390532e+07 nChanged 51242
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 122817 members 
Mstep: Class 4 contains 205740 members 
Mstep: Class 5 contains 34476 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 4535 members 
Mstep: Class 9 contains 378628 members 
Mstep: Class 10 contains 2871 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 84951 members 
Mstep: Class 13 contains 38231 members 
Mstep: Class 16 contains 14370 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 5285 members 
Mstep: Class 20 contains 23056 members 
Mstep: Class 21 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93934320.000000 Penalty: 35761.781250
Iteration 11F: 17 clusters Score -9.393432e+07 nChanged 45217
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 129667 members 
Mstep: Class 4 contains 212577 members 
Mstep: Class 5 contains 36755 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 4859 members 
Mstep: Class 8 contains 5141 members 
Mstep: Class 9 contains 360073 members 
Mstep: Class 10 contains 2616 members 
Mstep: Class 11 contains 4228 members 
Mstep: Class 12 contains 92183 members 
Mstep: Class 13 contains 37900 members 
Mstep: Class 16 contains 12254 members 
Mstep: Class 17 contains 11054 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 20 contains 21905 members 
Mstep: Class 21 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1802.557617 but Gain 2235.109375
Score: -93961232.000000 Penalty: 33526.671875
Iteration 12Q: 16 clusters Score -9.396123e+07 nChanged 42624
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 137281 members 
Mstep: Class 4 contains 218573 members 
Mstep: Class 5 contains 38725 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 343060 members 
Mstep: Class 10 contains 2369 members 
Mstep: Class 11 contains 5076 members 
Mstep: Class 12 contains 98652 members 
Mstep: Class 13 contains 37894 members 
Mstep: Class 16 contains 10483 members 
Mstep: Class 17 contains 12107 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 20 contains 20458 members 
Mstep: Class 21 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93988952.000000 Penalty: 33526.671875
Iteration 13Q: 16 clusters Score -9.398895e+07 nChanged 36579
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 143524 members 
Mstep: Class 4 contains 222618 members 
Mstep: Class 5 contains 39810 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 6417 members 
Mstep: Class 9 contains 327970 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 104480 members 
Mstep: Class 13 contains 37912 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 13062 members 
Mstep: Class 18 contains 3617 members 
Mstep: Class 20 contains 18777 members 
Mstep: Class 21 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94009136.000000 Penalty: 33526.671875
Iteration 14Q: 16 clusters Score -9.400914e+07 nChanged 31226
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 148506 members 
Mstep: Class 4 contains 225406 members 
Mstep: Class 5 contains 40263 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 7081 members 
Mstep: Class 9 contains 316137 members 
Mstep: Class 10 contains 1944 members 
Mstep: Class 11 contains 7492 members 
Mstep: Class 12 contains 109505 members 
Mstep: Class 13 contains 37985 members 
Mstep: Class 16 contains 7856 members 
Mstep: Class 17 contains 13845 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 20 contains 16971 members 
Mstep: Class 21 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2235.042480 but Gain 2235.111328
Score: -94023200.000000 Penalty: 31291.560547
Iteration 15Q: 15 clusters Score -9.40232e+07 nChanged 28735
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 152401 members 
Mstep: Class 4 contains 227478 members 
Mstep: Class 5 contains 40260 members 
Mstep: Class 7 contains 1656 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 307383 members 
Mstep: Class 11 contains 8995 members 
Mstep: Class 12 contains 114659 members 
Mstep: Class 13 contains 38125 members 
Mstep: Class 16 contains 6896 members 
Mstep: Class 17 contains 14511 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 20 contains 15259 members 
Mstep: Class 21 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94036408.000000 Penalty: 31291.560547
Iteration 16Q: 15 clusters Score -9.403641e+07 nChanged 24319
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 154616 members 
Mstep: Class 4 contains 228987 members 
Mstep: Class 5 contains 40002 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 8592 members 
Mstep: Class 9 contains 300151 members 
Mstep: Class 11 contains 10387 members 
Mstep: Class 12 contains 118627 members 
Mstep: Class 13 contains 38362 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 3128 members 
Mstep: Class 20 contains 13591 members 
Mstep: Class 21 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94044632.000000 Penalty: 31291.560547
Iteration 17Q: 15 clusters Score -9.404463e+07 nChanged 21979
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 155410 members 
Mstep: Class 4 contains 230098 members 
Mstep: Class 5 contains 39559 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 9542 members 
Mstep: Class 9 contains 294837 members 
Mstep: Class 11 contains 11602 members 
Mstep: Class 12 contains 122061 members 
Mstep: Class 13 contains 38664 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 15333 members 
Mstep: Class 18 contains 2952 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 1931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94052128.000000 Penalty: 31291.560547
Iteration 18Q: 15 clusters Score -9.405213e+07 nChanged 20396
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 155082 members 
Mstep: Class 4 contains 231145 members 
Mstep: Class 5 contains 39063 members 
Mstep: Class 7 contains 760 members 
Mstep: Class 8 contains 10687 members 
Mstep: Class 9 contains 290988 members 
Mstep: Class 11 contains 12621 members 
Mstep: Class 12 contains 124997 members 
Mstep: Class 13 contains 38950 members 
Mstep: Class 16 contains 5051 members 
Mstep: Class 17 contains 15439 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 20 contains 11319 members 
Mstep: Class 21 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94057672.000000 Penalty: 31291.560547
Iteration 19Q: 15 clusters Score -9.405767e+07 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 154196 members 
Mstep: Class 4 contains 232041 members 
Mstep: Class 5 contains 38492 members 
Mstep: Class 7 contains 630 members 
Mstep: Class 8 contains 12125 members 
Mstep: Class 9 contains 288228 members 
Mstep: Class 11 contains 13464 members 
Mstep: Class 12 contains 127541 members 
Mstep: Class 13 contains 39303 members 
Mstep: Class 16 contains 4606 members 
Mstep: Class 17 contains 15196 members 
Mstep: Class 18 contains 2654 members 
Mstep: Class 20 contains 10456 members 
Mstep: Class 21 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94064136.000000 Penalty: 31291.560547
Iteration 20F: 15 clusters Score -9.406414e+07 nChanged 19400
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 152736 members 
Mstep: Class 4 contains 233063 members 
Mstep: Class 5 contains 37879 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 285257 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 129803 members 
Mstep: Class 13 contains 39782 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 14619 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 20 contains 9765 members 
Mstep: Class 21 contains 1895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94069136.000000 Penalty: 31291.560547
Iteration 21Q: 15 clusters Score -9.406914e+07 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 150651 members 
Mstep: Class 4 contains 234198 members 
Mstep: Class 5 contains 37311 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 16192 members 
Mstep: Class 9 contains 282861 members 
Mstep: Class 11 contains 16018 members 
Mstep: Class 12 contains 131721 members 
Mstep: Class 13 contains 40345 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 13607 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94074224.000000 Penalty: 31291.560547
Iteration 22Q: 15 clusters Score -9.407422e+07 nChanged 18729
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 148079 members 
Mstep: Class 4 contains 235313 members 
Mstep: Class 5 contains 36816 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 18963 members 
Mstep: Class 9 contains 280823 members 
Mstep: Class 11 contains 17105 members 
Mstep: Class 12 contains 133459 members 
Mstep: Class 13 contains 40981 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 17 contains 12252 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94079512.000000 Penalty: 31291.560547
Iteration 23Q: 15 clusters Score -9.407951e+07 nChanged 18129
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 145070 members 
Mstep: Class 4 contains 236451 members 
Mstep: Class 5 contains 36440 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 21999 members 
Mstep: Class 9 contains 279234 members 
Mstep: Class 11 contains 18086 members 
Mstep: Class 12 contains 134996 members 
Mstep: Class 13 contains 41619 members 
Mstep: Class 16 contains 3387 members 
Mstep: Class 17 contains 10751 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 20 contains 8150 members 
Mstep: Class 21 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94083432.000000 Penalty: 31291.560547
Iteration 24Q: 15 clusters Score -9.408343e+07 nChanged 17304
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 141659 members 
Mstep: Class 4 contains 237803 members 
Mstep: Class 5 contains 36127 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 24987 members 
Mstep: Class 9 contains 277877 members 
Mstep: Class 11 contains 18946 members 
Mstep: Class 12 contains 136237 members 
Mstep: Class 13 contains 42310 members 
Mstep: Class 16 contains 3175 members 
Mstep: Class 17 contains 9442 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 20 contains 7689 members 
Mstep: Class 21 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94086792.000000 Penalty: 31291.560547
Iteration 25Q: 15 clusters Score -9.408679e+07 nChanged 17024
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 137666 members 
Mstep: Class 4 contains 239393 members 
Mstep: Class 5 contains 35884 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 27944 members 
Mstep: Class 9 contains 276718 members 
Mstep: Class 11 contains 19760 members 
Mstep: Class 12 contains 137345 members 
Mstep: Class 13 contains 42966 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 8391 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 20 contains 7276 members 
Mstep: Class 21 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94091016.000000 Penalty: 31291.560547
Iteration 26Q: 15 clusters Score -9.409102e+07 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 133324 members 
Mstep: Class 4 contains 241455 members 
Mstep: Class 5 contains 35599 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 30620 members 
Mstep: Class 9 contains 275762 members 
Mstep: Class 11 contains 20475 members 
Mstep: Class 12 contains 138207 members 
Mstep: Class 13 contains 43615 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 7625 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 20 contains 6865 members 
Mstep: Class 21 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94094040.000000 Penalty: 31291.560547
Iteration 27Q: 15 clusters Score -9.409404e+07 nChanged 15911
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 128910 members 
Mstep: Class 4 contains 243956 members 
Mstep: Class 5 contains 35318 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 32986 members 
Mstep: Class 9 contains 274857 members 
Mstep: Class 11 contains 21066 members 
Mstep: Class 12 contains 138794 members 
Mstep: Class 13 contains 44299 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 17 contains 7082 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94096864.000000 Penalty: 31291.560547
Iteration 28Q: 15 clusters Score -9.409686e+07 nChanged 15396
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 124411 members 
Mstep: Class 4 contains 246672 members 
Mstep: Class 5 contains 35037 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 35124 members 
Mstep: Class 9 contains 274182 members 
Mstep: Class 11 contains 21592 members 
Mstep: Class 12 contains 139136 members 
Mstep: Class 13 contains 44984 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 6706 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 20 contains 6071 members 
Mstep: Class 21 contains 2361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2161.560547 but Gain 2235.111328
Score: -94099864.000000 Penalty: 29056.449219
Iteration 29Q: 14 clusters Score -9.409986e+07 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 120219 members 
Mstep: Class 4 contains 249668 members 
Mstep: Class 5 contains 34731 members 
Mstep: Class 7 contains 444 members 
Mstep: Class 8 contains 37041 members 
Mstep: Class 9 contains 273903 members 
Mstep: Class 11 contains 22024 members 
Mstep: Class 12 contains 140331 members 
Mstep: Class 13 contains 45556 members 
Mstep: Class 16 contains 2293 members 
Mstep: Class 17 contains 6486 members 
Mstep: Class 20 contains 5681 members 
Mstep: Class 21 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94103680.000000 Penalty: 29056.449219
Iteration 30Q: 14 clusters Score -9.410368e+07 nChanged 14017
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 116186 members 
Mstep: Class 4 contains 252610 members 
Mstep: Class 5 contains 34393 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 38804 members 
Mstep: Class 9 contains 273000 members 
Mstep: Class 11 contains 22330 members 
Mstep: Class 12 contains 140628 members 
Mstep: Class 13 contains 46107 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 20 contains 5312 members 
Mstep: Class 21 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94106752.000000 Penalty: 29056.449219
Iteration 31Q: 14 clusters Score -9.410675e+07 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 112631 members 
Mstep: Class 4 contains 255397 members 
Mstep: Class 5 contains 34131 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 40430 members 
Mstep: Class 9 contains 272053 members 
Mstep: Class 11 contains 22524 members 
Mstep: Class 12 contains 140706 members 
Mstep: Class 13 contains 46668 members 
Mstep: Class 16 contains 2019 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94107728.000000 Penalty: 29056.449219
Iteration 32Q: 14 clusters Score -9.410773e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 109500 members 
Mstep: Class 4 contains 258250 members 
Mstep: Class 5 contains 33860 members 
Mstep: Class 7 contains 433 members 
Mstep: Class 8 contains 41830 members 
Mstep: Class 9 contains 271013 members 
Mstep: Class 11 contains 22691 members 
Mstep: Class 12 contains 140659 members 
Mstep: Class 13 contains 47140 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 20 contains 4708 members 
Mstep: Class 21 contains 2681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2205.384277 but Gain 2235.111328
Score: -94109536.000000 Penalty: 26821.337891
Iteration 33Q: 13 clusters Score -9.410954e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 106900 members 
Mstep: Class 4 contains 261279 members 
Mstep: Class 5 contains 33618 members 
Mstep: Class 7 contains 437 members 
Mstep: Class 8 contains 43071 members 
Mstep: Class 9 contains 271091 members 
Mstep: Class 11 contains 22768 members 
Mstep: Class 12 contains 140696 members 
Mstep: Class 13 contains 47594 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 20 contains 4490 members 
Mstep: Class 21 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94112656.000000 Penalty: 26821.337891
Iteration 34Q: 13 clusters Score -9.411266e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 104700 members 
Mstep: Class 4 contains 263693 members 
Mstep: Class 5 contains 33354 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 44153 members 
Mstep: Class 9 contains 269981 members 
Mstep: Class 11 contains 22799 members 
Mstep: Class 12 contains 140412 members 
Mstep: Class 13 contains 48053 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94112584.000000 Penalty: 26821.337891
Iteration 35Q: 13 clusters Score -9.411258e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 102831 members 
Mstep: Class 4 contains 266029 members 
Mstep: Class 5 contains 33149 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 45108 members 
Mstep: Class 9 contains 268752 members 
Mstep: Class 11 contains 22826 members 
Mstep: Class 12 contains 140015 members 
Mstep: Class 13 contains 48543 members 
Mstep: Class 17 contains 6117 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94112680.000000 Penalty: 26821.337891
Iteration 36Q: 13 clusters Score -9.411268e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 101234 members 
Mstep: Class 4 contains 268170 members 
Mstep: Class 5 contains 32930 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 45930 members 
Mstep: Class 9 contains 267658 members 
Mstep: Class 11 contains 22802 members 
Mstep: Class 12 contains 139623 members 
Mstep: Class 13 contains 48987 members 
Mstep: Class 17 contains 6147 members 
Mstep: Class 20 contains 3988 members 
Mstep: Class 21 contains 2902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94112704.000000 Penalty: 26821.337891
Iteration 37Q: 13 clusters Score -9.41127e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 99945 members 
Mstep: Class 4 contains 270292 members 
Mstep: Class 5 contains 32732 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 46582 members 
Mstep: Class 9 contains 266478 members 
Mstep: Class 11 contains 22735 members 
Mstep: Class 12 contains 139216 members 
Mstep: Class 13 contains 49428 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 20 contains 3868 members 
Mstep: Class 21 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94113072.000000 Penalty: 26821.337891
Iteration 38Q: 13 clusters Score -9.411307e+07 nChanged 6117
Entering ConstructFrom: 
Score: -94113072.000000 Penalty: 26821.337891
Entering ConstructFrom: 
Trying to split cluster 2 (98869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Entering Unmasked Estep 
Score: -10230500.000000 Penalty: 1869.001953
	Iteration 0F: 2 clusters Score -1.02305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -10164180.000000 Penalty: 3738.003906
	Iteration 0F: 3 clusters Score -1.016418e+07 nChanged 47248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -10191965.000000 Penalty: 3738.003906
	Iteration 1F: 3 clusters Score -1.019196e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -10192644.000000 Penalty: 3738.003906
	Iteration 2Q: 3 clusters Score -1.019264e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -10193406.000000 Penalty: 3738.003906
	Iteration 3Q: 3 clusters Score -1.019341e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -10194590.000000 Penalty: 3738.003906
	Iteration 4Q: 3 clusters Score -1.019459e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -10196079.000000 Penalty: 3738.003906
	Iteration 5Q: 3 clusters Score -1.019608e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -10198237.000000 Penalty: 3738.003906
	Iteration 6Q: 3 clusters Score -1.019824e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -10201608.000000 Penalty: 3738.003906
	Iteration 7F: 3 clusters Score -1.020161e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -10205768.000000 Penalty: 3738.003906
	Iteration 8F: 3 clusters Score -1.020577e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -10209847.000000 Penalty: 3738.003906
	Iteration 9F: 3 clusters Score -1.020985e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -10212234.000000 Penalty: 3738.003906
	Iteration 10Q: 3 clusters Score -1.021223e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -10213157.000000 Penalty: 3738.003906
	Iteration 11Q: 3 clusters Score -1.021316e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -10213665.000000 Penalty: 3738.003906
	Iteration 12Q: 3 clusters Score -1.021366e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -10213952.000000 Penalty: 3738.003906
	Iteration 13Q: 3 clusters Score -1.021395e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -10214288.000000 Penalty: 3738.003906
	Iteration 14Q: 3 clusters Score -1.021429e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -10214582.000000 Penalty: 3738.003906
	Iteration 15Q: 3 clusters Score -1.021458e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -10214902.000000 Penalty: 3738.003906
	Iteration 16Q: 3 clusters Score -1.02149e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -10215169.000000 Penalty: 3738.003906
	Iteration 17Q: 3 clusters Score -1.021517e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -10215477.000000 Penalty: 3738.003906
	Iteration 18Q: 3 clusters Score -1.021548e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -10215801.000000 Penalty: 3738.003906
	Iteration 19Q: 3 clusters Score -1.02158e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -10216096.000000 Penalty: 3738.003906
	Iteration 20F: 3 clusters Score -1.02161e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -10216404.000000 Penalty: 3738.003906
	Iteration 21Q: 3 clusters Score -1.02164e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -10216718.000000 Penalty: 3738.003906
	Iteration 22Q: 3 clusters Score -1.021672e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -10216930.000000 Penalty: 3738.003906
	Iteration 23Q: 3 clusters Score -1.021693e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -10217203.000000 Penalty: 3738.003906
	Iteration 24Q: 3 clusters Score -1.02172e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -10217457.000000 Penalty: 3738.003906
	Iteration 25Q: 3 clusters Score -1.021746e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -10217721.000000 Penalty: 3738.003906
	Iteration 26Q: 3 clusters Score -1.021772e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -10218050.000000 Penalty: 3738.003906
	Iteration 27Q: 3 clusters Score -1.021805e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -10218386.000000 Penalty: 3738.003906
	Iteration 28Q: 3 clusters Score -1.021839e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -10218649.000000 Penalty: 3738.003906
	Iteration 29Q: 3 clusters Score -1.021865e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -10218977.000000 Penalty: 3738.003906
	Iteration 30Q: 3 clusters Score -1.021898e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -10219344.000000 Penalty: 3738.003906
	Iteration 31Q: 3 clusters Score -1.021934e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -10219694.000000 Penalty: 3738.003906
	Iteration 32Q: 3 clusters Score -1.021969e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -10220090.000000 Penalty: 3738.003906
	Iteration 33Q: 3 clusters Score -1.022009e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -10220469.000000 Penalty: 3738.003906
	Iteration 34Q: 3 clusters Score -1.022047e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -10220835.000000 Penalty: 3738.003906
	Iteration 35Q: 3 clusters Score -1.022084e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -10221278.000000 Penalty: 3738.003906
	Iteration 36Q: 3 clusters Score -1.022128e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -10221771.000000 Penalty: 3738.003906
	Iteration 37Q: 3 clusters Score -1.022177e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -10222156.000000 Penalty: 3738.003906
	Iteration 38Q: 3 clusters Score -1.022216e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -10222746.000000 Penalty: 3738.003906
	Iteration 39Q: 3 clusters Score -1.022275e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -10223289.000000 Penalty: 3738.003906
	Iteration 40F: 3 clusters Score -1.022329e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 88500 members 
Entering Unmasked Estep 
Score: -10223877.000000 Penalty: 3738.003906
	Iteration 41Q: 3 clusters Score -1.022388e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -10224448.000000 Penalty: 3738.003906
	Iteration 42Q: 3 clusters Score -1.022445e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -10225002.000000 Penalty: 3738.003906
	Iteration 43Q: 3 clusters Score -1.0225e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -10225529.000000 Penalty: 3738.003906
	Iteration 44Q: 3 clusters Score -1.022553e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 93216 members 
Entering Unmasked Estep 
Score: -10226006.000000 Penalty: 3738.003906
	Iteration 45Q: 3 clusters Score -1.022601e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -10226477.000000 Penalty: 3738.003906
	Iteration 46Q: 3 clusters Score -1.022648e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 95056 members 
Entering Unmasked Estep 
Score: -10226926.000000 Penalty: 3738.003906
	Iteration 47Q: 3 clusters Score -1.022693e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 95804 members 
Entering Unmasked Estep 
Score: -10227340.000000 Penalty: 3738.003906
	Iteration 48Q: 3 clusters Score -1.022734e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 96450 members 
Entering Unmasked Estep 
Score: -10227679.000000 Penalty: 3738.003906
	Iteration 49Q: 3 clusters Score -1.022768e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 96979 members 
Entering Unmasked Estep 
Score: -10228007.000000 Penalty: 3738.003906
	Iteration 50Q: 3 clusters Score -1.022801e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -10228223.000000 Penalty: 3738.003906
	Iteration 51Q: 3 clusters Score -1.022822e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -10228414.000000 Penalty: 3738.003906
	Iteration 52Q: 3 clusters Score -1.022841e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -10228540.000000 Penalty: 3738.003906
	Iteration 53Q: 3 clusters Score -1.022854e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -10228638.000000 Penalty: 3738.003906
	Iteration 54Q: 3 clusters Score -1.022864e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -10228717.000000 Penalty: 3738.003906
	Iteration 55Q: 3 clusters Score -1.022872e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -10228747.000000 Penalty: 3738.003906
	Iteration 56Q: 3 clusters Score -1.022875e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -10228766.000000 Penalty: 3738.003906
	Iteration 57Q: 3 clusters Score -1.022877e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -10228800.000000 Penalty: 3738.003906
	Iteration 58Q: 3 clusters Score -1.02288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 98322 members 
Entering Unmasked Estep 
Score: -10228809.000000 Penalty: 3738.003906
	Iteration 59Q: 3 clusters Score -1.022881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -10228815.000000 Penalty: 3738.003906
	Iteration 60F: 3 clusters Score -1.022882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -10228834.000000 Penalty: 3738.003906
	Iteration 61Q: 3 clusters Score -1.022883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -10228837.000000 Penalty: 3738.003906
	Iteration 62Q: 3 clusters Score -1.022884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -10228846.000000 Penalty: 3738.003906
	Iteration 63Q: 3 clusters Score -1.022885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 98394 members 
Entering Unmasked Estep 
Score: -10228856.000000 Penalty: 3738.003906
	Iteration 64Q: 3 clusters Score -1.022886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -10228867.000000 Penalty: 3738.003906
	Iteration 65Q: 3 clusters Score -1.022887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -10228878.000000 Penalty: 3738.003906
	Iteration 66Q: 3 clusters Score -1.022888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -10228891.000000 Penalty: 3738.003906
	Iteration 67Q: 3 clusters Score -1.022889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -10228898.000000 Penalty: 3738.003906
	Iteration 68Q: 3 clusters Score -1.02289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -10228906.000000 Penalty: 3738.003906
	Iteration 69Q: 3 clusters Score -1.022891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -10228910.000000 Penalty: 3738.003906
	Iteration 70Q: 3 clusters Score -1.022891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -10228910.000000 Penalty: 3738.003906
	Iteration 71Q: 3 clusters Score -1.022891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -10228903.000000 Penalty: 3738.003906
	Iteration 72Q: 3 clusters Score -1.02289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -10228908.000000 Penalty: 3738.003906
	Iteration 73Q: 3 clusters Score -1.022891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -10228915.000000 Penalty: 3738.003906
	Iteration 74Q: 3 clusters Score -1.022892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -10228907.000000 Penalty: 3738.003906
	Iteration 75Q: 3 clusters Score -1.022891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -10228912.000000 Penalty: 3738.003906
	Iteration 76Q: 3 clusters Score -1.022891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 98444 members 
Entering Unmasked Estep 
Score: -10228915.000000 Penalty: 3738.003906
	Iteration 77Q: 3 clusters Score -1.022892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -10228923.000000 Penalty: 3738.003906
	Iteration 78Q: 3 clusters Score -1.022892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -10228921.000000 Penalty: 3738.003906
	Iteration 79Q: 3 clusters Score -1.022892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -10228926.000000 Penalty: 3738.003906
	Iteration 80F: 3 clusters Score -1.022893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (272308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272308 members 
Entering Unmasked Estep 
Score: -27607636.000000 Penalty: 2033.637085
	Iteration 0F: 2 clusters Score -2.760764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135979 members 
Mstep: Class 2 contains 136329 members 
Entering Unmasked Estep 
Score: -27431260.000000 Penalty: 4067.274170
	Iteration 0F: 3 clusters Score -2.743126e+07 nChanged 132400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132179 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -27511014.000000 Penalty: 4067.274170
	Iteration 1F: 3 clusters Score -2.751101e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129641 members 
Mstep: Class 2 contains 142667 members 
Entering Unmasked Estep 
Score: -27512596.000000 Penalty: 4067.274170
	Iteration 2Q: 3 clusters Score -2.75126e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125712 members 
Mstep: Class 2 contains 146596 members 
Entering Unmasked Estep 
Score: -27514630.000000 Penalty: 4067.274170
	Iteration 3Q: 3 clusters Score -2.751463e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 152638 members 
Entering Unmasked Estep 
Score: -27518082.000000 Penalty: 4067.274170
	Iteration 4Q: 3 clusters Score -2.751808e+07 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110782 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -27523526.000000 Penalty: 4067.274170
	Iteration 5Q: 3 clusters Score -2.752353e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 173430 members 
Entering Unmasked Estep 
Score: -27532772.000000 Penalty: 4067.274170
	Iteration 6F: 3 clusters Score -2.753277e+07 nChanged 17436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 187954 members 
Entering Unmasked Estep 
Score: -27546038.000000 Penalty: 4067.274170
	Iteration 7F: 3 clusters Score -2.754604e+07 nChanged 17681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 201955 members 
Entering Unmasked Estep 
Score: -27560770.000000 Penalty: 4067.274170
	Iteration 8F: 3 clusters Score -2.756077e+07 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 212574 members 
Entering Unmasked Estep 
Score: -27572320.000000 Penalty: 4067.274170
	Iteration 9F: 3 clusters Score -2.757232e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 220107 members 
Entering Unmasked Estep 
Score: -27578488.000000 Penalty: 4067.274170
	Iteration 10Q: 3 clusters Score -2.757849e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 226534 members 
Entering Unmasked Estep 
Score: -27581980.000000 Penalty: 4067.274170
	Iteration 11Q: 3 clusters Score -2.758198e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 232527 members 
Entering Unmasked Estep 
Score: -27584882.000000 Penalty: 4067.274170
	Iteration 12Q: 3 clusters Score -2.758488e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 238296 members 
Entering Unmasked Estep 
Score: -27587430.000000 Penalty: 4067.274170
	Iteration 13Q: 3 clusters Score -2.758743e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 243825 members 
Entering Unmasked Estep 
Score: -27589840.000000 Penalty: 4067.274170
	Iteration 14Q: 3 clusters Score -2.758984e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 249008 members 
Entering Unmasked Estep 
Score: -27592548.000000 Penalty: 4067.274170
	Iteration 15Q: 3 clusters Score -2.759255e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 253722 members 
Entering Unmasked Estep 
Score: -27595176.000000 Penalty: 4067.274170
	Iteration 16Q: 3 clusters Score -2.759518e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 257847 members 
Entering Unmasked Estep 
Score: -27597608.000000 Penalty: 4067.274170
	Iteration 17Q: 3 clusters Score -2.759761e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 261309 members 
Entering Unmasked Estep 
Score: -27599550.000000 Penalty: 4067.274170
	Iteration 18Q: 3 clusters Score -2.759955e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 264108 members 
Entering Unmasked Estep 
Score: -27601320.000000 Penalty: 4067.274170
	Iteration 19Q: 3 clusters Score -2.760132e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 266260 members 
Entering Unmasked Estep 
Score: -27602644.000000 Penalty: 4067.274170
	Iteration 20F: 3 clusters Score -2.760264e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 267857 members 
Entering Unmasked Estep 
Score: -27603530.000000 Penalty: 4067.274170
	Iteration 21Q: 3 clusters Score -2.760353e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 268961 members 
Entering Unmasked Estep 
Score: -27604142.000000 Penalty: 4067.274170
	Iteration 22Q: 3 clusters Score -2.760414e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 269752 members 
Entering Unmasked Estep 
Score: -27604622.000000 Penalty: 4067.274170
	Iteration 23Q: 3 clusters Score -2.760462e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 270297 members 
Entering Unmasked Estep 
Score: -27604908.000000 Penalty: 4067.274170
	Iteration 24Q: 3 clusters Score -2.760491e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 270701 members 
Entering Unmasked Estep 
Score: -27605132.000000 Penalty: 4067.274170
	Iteration 25Q: 3 clusters Score -2.760513e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 270985 members 
Entering Unmasked Estep 
Score: -27605272.000000 Penalty: 4067.274170
	Iteration 26Q: 3 clusters Score -2.760527e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 271179 members 
Entering Unmasked Estep 
Score: -27605390.000000 Penalty: 4067.274170
	Iteration 27Q: 3 clusters Score -2.760539e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 271321 members 
Entering Unmasked Estep 
Score: -27605494.000000 Penalty: 4067.274170
	Iteration 28Q: 3 clusters Score -2.760549e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 271439 members 
Entering Unmasked Estep 
Score: -27605562.000000 Penalty: 4067.274170
	Iteration 29Q: 3 clusters Score -2.760556e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 271509 members 
Entering Unmasked Estep 
Score: -27605586.000000 Penalty: 4067.274170
	Iteration 30Q: 3 clusters Score -2.760559e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 271554 members 
Entering Unmasked Estep 
Score: -27605638.000000 Penalty: 4067.274170
	Iteration 31Q: 3 clusters Score -2.760564e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 271590 members 
Entering Unmasked Estep 
Score: -27605656.000000 Penalty: 4067.274170
	Iteration 32Q: 3 clusters Score -2.760566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 271616 members 
Entering Unmasked Estep 
Score: -27605678.000000 Penalty: 4067.274170
	Iteration 33Q: 3 clusters Score -2.760568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 271634 members 
Entering Unmasked Estep 
Score: -27605672.000000 Penalty: 4067.274170
	Iteration 34Q: 3 clusters Score -2.760567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 271655 members 
Entering Unmasked Estep 
Score: -27605696.000000 Penalty: 4067.274170
	Iteration 35Q: 3 clusters Score -2.76057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 271666 members 
Entering Unmasked Estep 
Score: -27605706.000000 Penalty: 4067.274170
	Iteration 36Q: 3 clusters Score -2.760571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 271680 members 
Entering Unmasked Estep 
Score: -27605720.000000 Penalty: 4067.274170
	Iteration 37Q: 3 clusters Score -2.760572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 271695 members 
Entering Unmasked Estep 
Score: -27605760.000000 Penalty: 4067.274170
	Iteration 38Q: 3 clusters Score -2.760576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 271713 members 
Entering Unmasked Estep 
Score: -27605768.000000 Penalty: 4067.274170
	Iteration 39Q: 3 clusters Score -2.760577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 271723 members 
Entering Unmasked Estep 
Score: -27605778.000000 Penalty: 4067.274170
	Iteration 40F: 3 clusters Score -2.760578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 271728 members 
Entering Unmasked Estep 
Score: -27605756.000000 Penalty: 4067.274170
	Iteration 41Q: 3 clusters Score -2.760576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 271736 members 
Entering Unmasked Estep 
Score: -27605788.000000 Penalty: 4067.274170
	Iteration 42Q: 3 clusters Score -2.760579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 271738 members 
Entering Unmasked Estep 
Score: -27605798.000000 Penalty: 4067.274170
	Iteration 43Q: 3 clusters Score -2.76058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 271744 members 
Entering Unmasked Estep 
Score: -27605820.000000 Penalty: 4067.274170
	Iteration 44Q: 3 clusters Score -2.760582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 271753 members 
Entering Unmasked Estep 
Score: -27605832.000000 Penalty: 4067.274170
	Iteration 45Q: 3 clusters Score -2.760583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 271765 members 
Entering Unmasked Estep 
Score: -27605816.000000 Penalty: 4067.274170
	Iteration 46Q: 3 clusters Score -2.760582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 271772 members 
Entering Unmasked Estep 
Score: -27605826.000000 Penalty: 4067.274170
	Iteration 47Q: 3 clusters Score -2.760583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 271774 members 
Entering Unmasked Estep 
Score: -27605828.000000 Penalty: 4067.274170
	Iteration 48Q: 3 clusters Score -2.760583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 271779 members 
Entering Unmasked Estep 
Score: -27605854.000000 Penalty: 4067.274170
	Iteration 49Q: 3 clusters Score -2.760585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 271785 members 
Entering Unmasked Estep 
Score: -27605854.000000 Penalty: 4067.274170
	Iteration 50Q: 3 clusters Score -2.760585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 271791 members 
Entering Unmasked Estep 
Score: -27605872.000000 Penalty: 4067.274170
	Iteration 51Q: 3 clusters Score -2.760587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 271797 members 
Entering Unmasked Estep 
Score: -27605882.000000 Penalty: 4067.274170
	Iteration 52Q: 3 clusters Score -2.760588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 271797 members 
Entering Unmasked Estep 
Score: -27605874.000000 Penalty: 4067.274170
	Iteration 53Q: 3 clusters Score -2.760587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 271800 members 
Entering Unmasked Estep 
Score: -27605876.000000 Penalty: 4067.274170
	Iteration 54Q: 3 clusters Score -2.760588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 271801 members 
Entering Unmasked Estep 
Score: -27605892.000000 Penalty: 4067.274170
	Iteration 55Q: 3 clusters Score -2.760589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 271806 members 
Entering Unmasked Estep 
Score: -27605884.000000 Penalty: 4067.274170
	Iteration 56Q: 3 clusters Score -2.760588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 271808 members 
Entering Unmasked Estep 
Score: -27605884.000000 Penalty: 4067.274170
	Iteration 57Q: 3 clusters Score -2.760588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 271811 members 
Entering Unmasked Estep 
Score: -27605884.000000 Penalty: 4067.274170
	Iteration 58Q: 3 clusters Score -2.760588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 271812 members 
Entering Unmasked Estep 
Score: -27605874.000000 Penalty: 4067.274170
	Iteration 59Q: 3 clusters Score -2.760587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 271815 members 
Entering Unmasked Estep 
Score: -27605892.000000 Penalty: 4067.274170
	Iteration 60F: 3 clusters Score -2.760589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 271817 members 
Entering Unmasked Estep 
Score: -27605892.000000 Penalty: 4067.274170
	Iteration 61Q: 3 clusters Score -2.760589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 271819 members 
Entering Unmasked Estep 
Score: -27605886.000000 Penalty: 4067.274170
	Iteration 62Q: 3 clusters Score -2.760589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 271821 members 
Entering Unmasked Estep 
Score: -27605880.000000 Penalty: 4067.274170
	Iteration 63Q: 3 clusters Score -2.760588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 271820 members 
Entering Unmasked Estep 
Score: -27605884.000000 Penalty: 4067.274170
	Iteration 64Q: 3 clusters Score -2.760588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 271819 members 
Entering Unmasked Estep 
Score: -27605890.000000 Penalty: 4067.274170
	Iteration 65Q: 3 clusters Score -2.760589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 271819 members 
Entering Unmasked Estep 
Score: -27605890.000000 Penalty: 4067.274170
	Iteration 66F: 3 clusters Score -2.760589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Entering Unmasked Estep 
Score: -3362634.250000 Penalty: 1688.426636
	Iteration 0F: 2 clusters Score -3362634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3340803.000000 Penalty: 3376.853271
	Iteration 0F: 3 clusters Score -3340803 nChanged 14980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3348842.250000 Penalty: 3376.853271
	Iteration 1F: 3 clusters Score -3348842 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3349206.000000 Penalty: 3376.853271
	Iteration 2Q: 3 clusters Score -3349206 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3349548.000000 Penalty: 3376.853271
	Iteration 3Q: 3 clusters Score -3349548 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3349960.500000 Penalty: 3376.853271
	Iteration 4Q: 3 clusters Score -3349960 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3350439.250000 Penalty: 3376.853271
	Iteration 5Q: 3 clusters Score -3350439 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3351049.000000 Penalty: 3376.853271
	Iteration 6Q: 3 clusters Score -3351049 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3351833.250000 Penalty: 3376.853271
	Iteration 7Q: 3 clusters Score -3351833 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3352743.750000 Penalty: 3376.853271
	Iteration 8F: 3 clusters Score -3352744 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3353860.000000 Penalty: 3376.853271
	Iteration 9F: 3 clusters Score -3353860 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3355102.500000 Penalty: 3376.853271
	Iteration 10F: 3 clusters Score -3355102 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3356228.000000 Penalty: 3376.853271
	Iteration 11F: 3 clusters Score -3356228 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3356967.750000 Penalty: 3376.853271
	Iteration 12Q: 3 clusters Score -3356968 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3357335.000000 Penalty: 3376.853271
	Iteration 13Q: 3 clusters Score -3357335 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3357482.750000 Penalty: 3376.853271
	Iteration 14Q: 3 clusters Score -3357483 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3357570.500000 Penalty: 3376.853271
	Iteration 15Q: 3 clusters Score -3357570 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3357660.500000 Penalty: 3376.853271
	Iteration 16Q: 3 clusters Score -3357660 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3357720.500000 Penalty: 3376.853271
	Iteration 17Q: 3 clusters Score -3357720 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3357760.500000 Penalty: 3376.853271
	Iteration 18Q: 3 clusters Score -3357760 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3357809.500000 Penalty: 3376.853271
	Iteration 19Q: 3 clusters Score -3357810 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3357886.000000 Penalty: 3376.853271
	Iteration 20F: 3 clusters Score -3357886 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3357941.250000 Penalty: 3376.853271
	Iteration 21Q: 3 clusters Score -3357941 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3358002.250000 Penalty: 3376.853271
	Iteration 22Q: 3 clusters Score -3358002 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3358033.750000 Penalty: 3376.853271
	Iteration 23Q: 3 clusters Score -3358034 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -3358078.000000 Penalty: 3376.853271
	Iteration 24Q: 3 clusters Score -3358078 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3358111.750000 Penalty: 3376.853271
	Iteration 25Q: 3 clusters Score -3358112 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3358140.250000 Penalty: 3376.853271
	Iteration 26Q: 3 clusters Score -3358140 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3358158.000000 Penalty: 3376.853271
	Iteration 27Q: 3 clusters Score -3358158 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3358187.000000 Penalty: 3376.853271
	Iteration 28Q: 3 clusters Score -3358187 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3358198.000000 Penalty: 3376.853271
	Iteration 29Q: 3 clusters Score -3358198 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3358215.500000 Penalty: 3376.853271
	Iteration 30Q: 3 clusters Score -3358216 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3358209.250000 Penalty: 3376.853271
	Iteration 31Q: 3 clusters Score -3358209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3358210.500000 Penalty: 3376.853271
	Iteration 32Q: 3 clusters Score -3358210 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3358223.750000 Penalty: 3376.853271
	Iteration 33Q: 3 clusters Score -3358224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3358235.000000 Penalty: 3376.853271
	Iteration 34Q: 3 clusters Score -3358235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3358236.750000 Penalty: 3376.853271
	Iteration 35Q: 3 clusters Score -3358237 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3358229.250000 Penalty: 3376.853271
	Iteration 36Q: 3 clusters Score -3358229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3358239.250000 Penalty: 3376.853271
	Iteration 37Q: 3 clusters Score -3358239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3358247.000000 Penalty: 3376.853271
	Iteration 38Q: 3 clusters Score -3358247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3358256.000000 Penalty: 3376.853271
	Iteration 39Q: 3 clusters Score -3358256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3358250.000000 Penalty: 3376.853271
	Iteration 40F: 3 clusters Score -3358250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3358252.000000 Penalty: 3376.853271
	Iteration 41Q: 3 clusters Score -3358252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3358252.750000 Penalty: 3376.853271
	Iteration 42Q: 3 clusters Score -3358253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3358256.500000 Penalty: 3376.853271
	Iteration 43Q: 3 clusters Score -3358256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3358255.750000 Penalty: 3376.853271
	Iteration 44Q: 3 clusters Score -3358256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3358260.000000 Penalty: 3376.853271
	Iteration 45Q: 3 clusters Score -3358260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3358265.000000 Penalty: 3376.853271
	Iteration 46Q: 3 clusters Score -3358265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3358270.250000 Penalty: 3376.853271
	Iteration 47Q: 3 clusters Score -3358270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -3358268.750000 Penalty: 3376.853271
	Iteration 48Q: 3 clusters Score -3358269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3358268.500000 Penalty: 3376.853271
	Iteration 49Q: 3 clusters Score -3358268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3358283.250000 Penalty: 3376.853271
	Iteration 50Q: 3 clusters Score -3358283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3358284.750000 Penalty: 3376.853271
	Iteration 51Q: 3 clusters Score -3358285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3358281.000000 Penalty: 3376.853271
	Iteration 52Q: 3 clusters Score -3358281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3358285.500000 Penalty: 3376.853271
	Iteration 53Q: 3 clusters Score -3358286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3358283.750000 Penalty: 3376.853271
	Iteration 54Q: 3 clusters Score -3358284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3358300.750000 Penalty: 3376.853271
	Iteration 55Q: 3 clusters Score -3358301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3358308.500000 Penalty: 3376.853271
	Iteration 56Q: 3 clusters Score -3358308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3358306.500000 Penalty: 3376.853271
	Iteration 57Q: 3 clusters Score -3358306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3358293.500000 Penalty: 3376.853271
	Iteration 58Q: 3 clusters Score -3358294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3358289.000000 Penalty: 3376.853271
	Iteration 59Q: 3 clusters Score -3358289 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3358297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3358299 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3358289 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3358294 nChanged 50
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Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3358302 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3358310 nChanged 63
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Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3358313.000000 Penalty: 3376.853271
	Iteration 66Q: 3 clusters Score -3358313 nChanged 52
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Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3358306 nChanged 55
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Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3358312 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3358316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3358324 nChanged 39
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Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3358315 nChanged 31
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Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3358325 nChanged 33
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Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3358322 nChanged 27
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Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3358318 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3358325 nChanged 38
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Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3358330 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3358328 nChanged 30
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Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3358327 nChanged 32
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Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3358334 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3358332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3358335 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3358335 nChanged 10
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Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3358334 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3358333 nChanged 10
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Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3358338 nChanged 7
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Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3358333 nChanged 6
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Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3358336 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3358331 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3358334 nChanged 11
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Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3358332 nChanged 16
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Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 19472 members 
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	Iteration 93Q: 3 clusters Score -3358344 nChanged 13
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Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3358340 nChanged 10
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Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3358342 nChanged 18
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Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 19502 members 
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	Iteration 97Q: 3 clusters Score -3358334 nChanged 24
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Mstep: Class 1 contains 13021 members 
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	Iteration 98Q: 3 clusters Score -3358326 nChanged 24
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Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3358332 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 19561 members 
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	Iteration 100F: 3 clusters Score -3358336 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3358338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3358336 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3358338 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 19606 members 
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	Iteration 104Q: 3 clusters Score -3358338 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
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	Iteration 105Q: 3 clusters Score -3358337 nChanged 23
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Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 19638 members 
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	Iteration 106Q: 3 clusters Score -3358340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 19659 members 
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	Iteration 107Q: 3 clusters Score -3358340 nChanged 25
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Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 19674 members 
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	Iteration 108Q: 3 clusters Score -3358339 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 19697 members 
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	Iteration 109Q: 3 clusters Score -3358340 nChanged 37
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	Iteration 110Q: 3 clusters Score -3358344 nChanged 34
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Mstep: Class 1 contains 12799 members 
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	Iteration 111Q: 3 clusters Score -3358340 nChanged 28
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	Iteration 112Q: 3 clusters Score -3358342 nChanged 35
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	Iteration 113Q: 3 clusters Score -3358345 nChanged 43
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Mstep: Class 1 contains 12709 members 
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	Iteration 114Q: 3 clusters Score -3358348 nChanged 38
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3358348 nChanged 57
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	Iteration 116Q: 3 clusters Score -3358368 nChanged 46
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	Iteration 117Q: 3 clusters Score -3358367 nChanged 49
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	Iteration 118Q: 3 clusters Score -3358372 nChanged 44
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	Iteration 119Q: 3 clusters Score -3358375 nChanged 42
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	Iteration 120F: 3 clusters Score -3358373 nChanged 50
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Mstep: Class 1 contains 12463 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3358372 nChanged 55
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Mstep: Class 1 contains 12424 members 
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	Iteration 122Q: 3 clusters Score -3358372 nChanged 49
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Mstep: Class 1 contains 12377 members 
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	Iteration 123Q: 3 clusters Score -3358376 nChanged 57
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Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 20215 members 
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	Iteration 124Q: 3 clusters Score -3358378 nChanged 51
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	Iteration 125Q: 3 clusters Score -3358395 nChanged 54
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	Iteration 126Q: 3 clusters Score -3358397 nChanged 54
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	Iteration 127Q: 3 clusters Score -3358394 nChanged 69
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Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3358388 nChanged 73
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	Iteration 129Q: 3 clusters Score -3358401 nChanged 75
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Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 20517 members 
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	Iteration 130Q: 3 clusters Score -3358410 nChanged 63
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Score: -3358419.000000 Penalty: 3376.853271
	Iteration 131Q: 3 clusters Score -3358419 nChanged 55
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	Iteration 132Q: 3 clusters Score -3358430 nChanged 65
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	Iteration 133Q: 3 clusters Score -3358438 nChanged 69
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	Iteration 134Q: 3 clusters Score -3358436 nChanged 78
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	Iteration 135Q: 3 clusters Score -3358462 nChanged 86
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	Iteration 136Q: 3 clusters Score -3358465 nChanged 91
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	Iteration 137Q: 3 clusters Score -3358473 nChanged 87
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	Iteration 139Q: 3 clusters Score -3358493 nChanged 105
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	Iteration 140F: 3 clusters Score -3358503 nChanged 101
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	Iteration 141Q: 3 clusters Score -3358524 nChanged 91
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	Iteration 142Q: 3 clusters Score -3358531 nChanged 97
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	Iteration 143Q: 3 clusters Score -3358544 nChanged 97
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	Iteration 144Q: 3 clusters Score -3358542 nChanged 96
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	Iteration 145Q: 3 clusters Score -3358549 nChanged 98
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	Iteration 148Q: 3 clusters Score -3358581 nChanged 125
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	Iteration 150Q: 3 clusters Score -3358610 nChanged 116
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	Iteration 151Q: 3 clusters Score -3358616 nChanged 103
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3358627 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3358636.750000 Penalty: 3376.853271
	Iteration 153Q: 3 clusters Score -3358637 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3358647.500000 Penalty: 3376.853271
	Iteration 154Q: 3 clusters Score -3358648 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3358649.250000 Penalty: 3376.853271
	Iteration 155Q: 3 clusters Score -3358649 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3358661.250000 Penalty: 3376.853271
	Iteration 156Q: 3 clusters Score -3358661 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3358678.000000 Penalty: 3376.853271
	Iteration 157Q: 3 clusters Score -3358678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3358696.750000 Penalty: 3376.853271
	Iteration 158Q: 3 clusters Score -3358697 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3358707.250000 Penalty: 3376.853271
	Iteration 159Q: 3 clusters Score -3358707 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3358709.750000 Penalty: 3376.853271
	Iteration 160F: 3 clusters Score -3358710 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3358722.000000 Penalty: 3376.853271
	Iteration 161Q: 3 clusters Score -3358722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3358731.500000 Penalty: 3376.853271
	Iteration 162Q: 3 clusters Score -3358732 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3358768.500000 Penalty: 3376.853271
	Iteration 163Q: 3 clusters Score -3358768 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3358785.500000 Penalty: 3376.853271
	Iteration 164Q: 3 clusters Score -3358786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3358795.750000 Penalty: 3376.853271
	Iteration 165Q: 3 clusters Score -3358796 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3358842.750000 Penalty: 3376.853271
	Iteration 166Q: 3 clusters Score -3358843 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3358869.500000 Penalty: 3376.853271
	Iteration 167Q: 3 clusters Score -3358870 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3358898.750000 Penalty: 3376.853271
	Iteration 168Q: 3 clusters Score -3358899 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3358936.250000 Penalty: 3376.853271
	Iteration 169Q: 3 clusters Score -3358936 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3358995.250000 Penalty: 3376.853271
	Iteration 170Q: 3 clusters Score -3358995 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3359047.250000 Penalty: 3376.853271
	Iteration 171Q: 3 clusters Score -3359047 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3359081.750000 Penalty: 3376.853271
	Iteration 172Q: 3 clusters Score -3359082 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3359110.250000 Penalty: 3376.853271
	Iteration 173Q: 3 clusters Score -3359110 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3359166.500000 Penalty: 3376.853271
	Iteration 174Q: 3 clusters Score -3359166 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3359210.000000 Penalty: 3376.853271
	Iteration 175Q: 3 clusters Score -3359210 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3359272.250000 Penalty: 3376.853271
	Iteration 176Q: 3 clusters Score -3359272 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3359338.000000 Penalty: 3376.853271
	Iteration 177Q: 3 clusters Score -3359338 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3359410.500000 Penalty: 3376.853271
	Iteration 178Q: 3 clusters Score -3359410 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3359484.250000 Penalty: 3376.853271
	Iteration 179Q: 3 clusters Score -3359484 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3359558.750000 Penalty: 3376.853271
	Iteration 180F: 3 clusters Score -3359559 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3359619.500000 Penalty: 3376.853271
	Iteration 181Q: 3 clusters Score -3359620 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3359706.750000 Penalty: 3376.853271
	Iteration 182Q: 3 clusters Score -3359707 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3359797.000000 Penalty: 3376.853271
	Iteration 183Q: 3 clusters Score -3359797 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3359874.500000 Penalty: 3376.853271
	Iteration 184Q: 3 clusters Score -3359874 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -3359968.000000 Penalty: 3376.853271
	Iteration 185Q: 3 clusters Score -3359968 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3360044.500000 Penalty: 3376.853271
	Iteration 186Q: 3 clusters Score -3360044 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3360153.250000 Penalty: 3376.853271
	Iteration 187Q: 3 clusters Score -3360153 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3360259.250000 Penalty: 3376.853271
	Iteration 188Q: 3 clusters Score -3360259 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3360371.000000 Penalty: 3376.853271
	Iteration 189Q: 3 clusters Score -3360371 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -3360462.750000 Penalty: 3376.853271
	Iteration 190Q: 3 clusters Score -3360463 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -3360564.000000 Penalty: 3376.853271
	Iteration 191Q: 3 clusters Score -3360564 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3360647.750000 Penalty: 3376.853271
	Iteration 192Q: 3 clusters Score -3360648 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3360701.250000 Penalty: 3376.853271
	Iteration 193Q: 3 clusters Score -3360701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -3360762.500000 Penalty: 3376.853271
	Iteration 194Q: 3 clusters Score -3360762 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3360818.750000 Penalty: 3376.853271
	Iteration 195Q: 3 clusters Score -3360819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -3360879.500000 Penalty: 3376.853271
	Iteration 196Q: 3 clusters Score -3360880 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -3360937.000000 Penalty: 3376.853271
	Iteration 197Q: 3 clusters Score -3360937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -3360986.000000 Penalty: 3376.853271
	Iteration 198Q: 3 clusters Score -3360986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -3361032.500000 Penalty: 3376.853271
	Iteration 199Q: 3 clusters Score -3361032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3361057.500000 Penalty: 3376.853271
	Iteration 200F: 3 clusters Score -3361058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -3361075.250000 Penalty: 3376.853271
	Iteration 201Q: 3 clusters Score -3361075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3361095.250000 Penalty: 3376.853271
	Iteration 202Q: 3 clusters Score -3361095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3361106.750000 Penalty: 3376.853271
	Iteration 203Q: 3 clusters Score -3361107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -3361118.750000 Penalty: 3376.853271
	Iteration 204Q: 3 clusters Score -3361119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3361131.750000 Penalty: 3376.853271
	Iteration 205Q: 3 clusters Score -3361132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -3361160.250000 Penalty: 3376.853271
	Iteration 206Q: 3 clusters Score -3361160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3361175.000000 Penalty: 3376.853271
	Iteration 207Q: 3 clusters Score -3361175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3361186.500000 Penalty: 3376.853271
	Iteration 208Q: 3 clusters Score -3361186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -3361191.250000 Penalty: 3376.853271
	Iteration 209Q: 3 clusters Score -3361191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -3361213.250000 Penalty: 3376.853271
	Iteration 210Q: 3 clusters Score -3361213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -3361235.750000 Penalty: 3376.853271
	Iteration 211Q: 3 clusters Score -3361236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -3361239.250000 Penalty: 3376.853271
	Iteration 212Q: 3 clusters Score -3361239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -3361246.250000 Penalty: 3376.853271
	Iteration 213Q: 3 clusters Score -3361246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -3361251.500000 Penalty: 3376.853271
	Iteration 214Q: 3 clusters Score -3361252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3361253.000000 Penalty: 3376.853271
	Iteration 215Q: 3 clusters Score -3361253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -3361257.750000 Penalty: 3376.853271
	Iteration 216Q: 3 clusters Score -3361258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -3361258.500000 Penalty: 3376.853271
	Iteration 217Q: 3 clusters Score -3361258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -3361265.250000 Penalty: 3376.853271
	Iteration 218Q: 3 clusters Score -3361265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3361262.500000 Penalty: 3376.853271
	Iteration 219Q: 3 clusters Score -3361262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -3361265.750000 Penalty: 3376.853271
	Iteration 220F: 3 clusters Score -3361266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -3361275.500000 Penalty: 3376.853271
	Iteration 221Q: 3 clusters Score -3361276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3361279.000000 Penalty: 3376.853271
	Iteration 222Q: 3 clusters Score -3361279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -3361277.750000 Penalty: 3376.853271
	Iteration 223Q: 3 clusters Score -3361278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -3361278.250000 Penalty: 3376.853271
	Iteration 224Q: 3 clusters Score -3361278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3361281.500000 Penalty: 3376.853271
	Iteration 225Q: 3 clusters Score -3361282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3361281.000000 Penalty: 3376.853271
	Iteration 226Q: 3 clusters Score -3361281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3361281.000000 Penalty: 3376.853271
	Iteration 227F: 3 clusters Score -3361281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -42407.093750 Penalty: 989.837891
	Iteration 0F: 2 clusters Score -42407.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41376.968750 Penalty: 1979.675781
	Iteration 0F: 3 clusters Score -41376.97 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41510.769531 Penalty: 1979.675781
	Iteration 1F: 3 clusters Score -41510.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41565.781250 Penalty: 1979.675781
	Iteration 2F: 3 clusters Score -41565.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41595.585938 Penalty: 1979.675781
	Iteration 3Q: 3 clusters Score -41595.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41614.230469 Penalty: 1979.675781
	Iteration 4Q: 3 clusters Score -41614.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41617.988281 Penalty: 1979.675781
	Iteration 5Q: 3 clusters Score -41617.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41624.558594 Penalty: 1979.675781
	Iteration 6Q: 3 clusters Score -41624.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41624.558594 Penalty: 1979.675781
	Iteration 7F: 3 clusters Score -41624.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Entering Unmasked Estep 
Score: -4665164.500000 Penalty: 1748.573608
	Iteration 0F: 2 clusters Score -4665164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -4633644.000000 Penalty: 3497.147217
	Iteration 0F: 3 clusters Score -4633644 nChanged 21994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -4646203.000000 Penalty: 3497.147217
	Iteration 1F: 3 clusters Score -4646203 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4646741.000000 Penalty: 3497.147217
	Iteration 2Q: 3 clusters Score -4646741 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -4647237.000000 Penalty: 3497.147217
	Iteration 3Q: 3 clusters Score -4647237 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -4647783.000000 Penalty: 3497.147217
	Iteration 4Q: 3 clusters Score -4647783 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4648502.500000 Penalty: 3497.147217
	Iteration 5Q: 3 clusters Score -4648502 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -4649366.500000 Penalty: 3497.147217
	Iteration 6Q: 3 clusters Score -4649366 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -4650393.500000 Penalty: 3497.147217
	Iteration 7Q: 3 clusters Score -4650394 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -4651795.500000 Penalty: 3497.147217
	Iteration 8Q: 3 clusters Score -4651796 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -4653453.500000 Penalty: 3497.147217
	Iteration 9F: 3 clusters Score -4653454 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4655107.000000 Penalty: 3497.147217
	Iteration 10F: 3 clusters Score -4655107 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -4656255.500000 Penalty: 3497.147217
	Iteration 11Q: 3 clusters Score -4656256 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -4656951.500000 Penalty: 3497.147217
	Iteration 12Q: 3 clusters Score -4656952 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -4657561.500000 Penalty: 3497.147217
	Iteration 13Q: 3 clusters Score -4657562 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4658151.500000 Penalty: 3497.147217
	Iteration 14Q: 3 clusters Score -4658152 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4658787.000000 Penalty: 3497.147217
	Iteration 15Q: 3 clusters Score -4658787 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -4659465.000000 Penalty: 3497.147217
	Iteration 16Q: 3 clusters Score -4659465 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4660274.000000 Penalty: 3497.147217
	Iteration 17Q: 3 clusters Score -4660274 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -4661200.500000 Penalty: 3497.147217
	Iteration 18Q: 3 clusters Score -4661200 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -4662242.500000 Penalty: 3497.147217
	Iteration 19Q: 3 clusters Score -4662242 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4663235.500000 Penalty: 3497.147217
	Iteration 20F: 3 clusters Score -4663236 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -4664064.500000 Penalty: 3497.147217
	Iteration 21Q: 3 clusters Score -4664064 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -4664672.500000 Penalty: 3497.147217
	Iteration 22Q: 3 clusters Score -4664672 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -4665001.000000 Penalty: 3497.147217
	Iteration 23Q: 3 clusters Score -4665001 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -4665148.000000 Penalty: 3497.147217
	Iteration 24Q: 3 clusters Score -4665148 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -4665199.000000 Penalty: 3497.147217
	Iteration 25Q: 3 clusters Score -4665199 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4665263.500000 Penalty: 3497.147217
	Iteration 26Q: 3 clusters Score -4665264 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -4665291.500000 Penalty: 3497.147217
	Iteration 27Q: 3 clusters Score -4665292 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -4665334.500000 Penalty: 3497.147217
	Iteration 28Q: 3 clusters Score -4665334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -4665350.000000 Penalty: 3497.147217
	Iteration 29Q: 3 clusters Score -4665350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -4665349.500000 Penalty: 3497.147217
	Iteration 30Q: 3 clusters Score -4665350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -4665363.000000 Penalty: 3497.147217
	Iteration 31Q: 3 clusters Score -4665363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -4665355.500000 Penalty: 3497.147217
	Iteration 32Q: 3 clusters Score -4665356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -4665352.500000 Penalty: 3497.147217
	Iteration 33Q: 3 clusters Score -4665352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -4665357.000000 Penalty: 3497.147217
	Iteration 34Q: 3 clusters Score -4665357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -4665366.500000 Penalty: 3497.147217
	Iteration 35Q: 3 clusters Score -4665366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -4665361.000000 Penalty: 3497.147217
	Iteration 36Q: 3 clusters Score -4665361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -4665368.000000 Penalty: 3497.147217
	Iteration 37Q: 3 clusters Score -4665368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4665375.500000 Penalty: 3497.147217
	Iteration 38Q: 3 clusters Score -4665376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -4665381.000000 Penalty: 3497.147217
	Iteration 39Q: 3 clusters Score -4665381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4665373.000000 Penalty: 3497.147217
	Iteration 40F: 3 clusters Score -4665373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -4665384.000000 Penalty: 3497.147217
	Iteration 41Q: 3 clusters Score -4665384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -4665376.500000 Penalty: 3497.147217
	Iteration 42Q: 3 clusters Score -4665376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -4665381.500000 Penalty: 3497.147217
	Iteration 43Q: 3 clusters Score -4665382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -4665379.000000 Penalty: 3497.147217
	Iteration 44Q: 3 clusters Score -4665379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -4665378.500000 Penalty: 3497.147217
	Iteration 45Q: 3 clusters Score -4665378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -4665377.500000 Penalty: 3497.147217
	Iteration 46Q: 3 clusters Score -4665378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -4665378.500000 Penalty: 3497.147217
	Iteration 47Q: 3 clusters Score -4665378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -4665366.500000 Penalty: 3497.147217
	Iteration 48Q: 3 clusters Score -4665366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -4665374.000000 Penalty: 3497.147217
	Iteration 49Q: 3 clusters Score -4665374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -4665374.500000 Penalty: 3497.147217
	Iteration 50Q: 3 clusters Score -4665374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -4665375.000000 Penalty: 3497.147217
	Iteration 51Q: 3 clusters Score -4665375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -4665373.000000 Penalty: 3497.147217
	Iteration 52Q: 3 clusters Score -4665373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -4665373.000000 Penalty: 3497.147217
	Iteration 53F: 3 clusters Score -4665373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 98869 members 
Mstep: Class 4 contains 272308 members 
Mstep: Class 5 contains 32543 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 265347 members 
Mstep: Class 11 contains 22649 members 
Mstep: Class 12 contains 138806 members 
Mstep: Class 13 contains 49844 members 
Mstep: Class 17 contains 6212 members 
Mstep: Class 20 contains 3740 members 
Mstep: Class 21 contains 2932 members 
Entering Unmasked Estep 
Score: -94114064.000000 Penalty: 29056.449219
Splitting cluster 8 changes total score from -94113072.000000 to -94114064.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (265347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265347 members 
Entering Unmasked Estep 
Score: -26903928.000000 Penalty: 2029.428955
	Iteration 0F: 2 clusters Score -2.690393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132353 members 
Mstep: Class 2 contains 132994 members 
Entering Unmasked Estep 
Score: -26729410.000000 Penalty: 4058.857910
	Iteration 0F: 3 clusters Score -2.672941e+07 nChanged 129064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124329 members 
Mstep: Class 2 contains 141018 members 
Entering Unmasked Estep 
Score: -26807722.000000 Penalty: 4058.857910
	Iteration 1F: 3 clusters Score -2.680772e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118494 members 
Mstep: Class 2 contains 146853 members 
Entering Unmasked Estep 
Score: -26810632.000000 Penalty: 4058.857910
	Iteration 2Q: 3 clusters Score -2.681063e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109637 members 
Mstep: Class 2 contains 155710 members 
Entering Unmasked Estep 
Score: -26815428.000000 Penalty: 4058.857910
	Iteration 3Q: 3 clusters Score -2.681543e+07 nChanged 14853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 168523 members 
Entering Unmasked Estep 
Score: -26823440.000000 Penalty: 4058.857910
	Iteration 4F: 3 clusters Score -2.682344e+07 nChanged 18667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 185756 members 
Entering Unmasked Estep 
Score: -26835124.000000 Penalty: 4058.857910
	Iteration 5F: 3 clusters Score -2.683512e+07 nChanged 21319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 206343 members 
Entering Unmasked Estep 
Score: -26850822.000000 Penalty: 4058.857910
	Iteration 6F: 3 clusters Score -2.685082e+07 nChanged 21322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 227399 members 
Entering Unmasked Estep 
Score: -26868962.000000 Penalty: 4058.857910
	Iteration 7F: 3 clusters Score -2.686896e+07 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 244680 members 
Entering Unmasked Estep 
Score: -26884926.000000 Penalty: 4058.857910
	Iteration 8F: 3 clusters Score -2.688493e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 255686 members 
Entering Unmasked Estep 
Score: -26895746.000000 Penalty: 4058.857910
	Iteration 9Q: 3 clusters Score -2.689575e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 261258 members 
Entering Unmasked Estep 
Score: -26901926.000000 Penalty: 4058.857910
	Iteration 10Q: 3 clusters Score -2.690193e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 263461 members 
Entering Unmasked Estep 
Score: -26905558.000000 Penalty: 4058.857910
	Iteration 11Q: 3 clusters Score -2.690556e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 264181 members 
Entering Unmasked Estep 
Score: -26906918.000000 Penalty: 4058.857910
	Iteration 12Q: 3 clusters Score -2.690692e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 264387 members 
Entering Unmasked Estep 
Score: -26907254.000000 Penalty: 4058.857910
	Iteration 13Q: 3 clusters Score -2.690725e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 264434 members 
Entering Unmasked Estep 
Score: -26907370.000000 Penalty: 4058.857910
	Iteration 14Q: 3 clusters Score -2.690737e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 264443 members 
Entering Unmasked Estep 
Score: -26907440.000000 Penalty: 4058.857910
	Iteration 15Q: 3 clusters Score -2.690744e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 264446 members 
Entering Unmasked Estep 
Score: -26907454.000000 Penalty: 4058.857910
	Iteration 16Q: 3 clusters Score -2.690745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 264447 members 
Entering Unmasked Estep 
Score: -26907448.000000 Penalty: 4058.857910
	Iteration 17Q: 3 clusters Score -2.690745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 264449 members 
Entering Unmasked Estep 
Score: -26907450.000000 Penalty: 4058.857910
	Iteration 18Q: 3 clusters Score -2.690745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 264451 members 
Entering Unmasked Estep 
Score: -26907452.000000 Penalty: 4058.857910
	Iteration 19Q: 3 clusters Score -2.690745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 264451 members 
Entering Unmasked Estep 
Score: -26911716.000000 Penalty: 4058.857910
	Iteration 20F: 3 clusters Score -2.691172e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 263934 members 
Entering Unmasked Estep 
Score: -26912814.000000 Penalty: 4058.857910
	Iteration 21Q: 3 clusters Score -2.691281e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 263707 members 
Entering Unmasked Estep 
Score: -26912920.000000 Penalty: 4058.857910
	Iteration 22Q: 3 clusters Score -2.691292e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 263619 members 
Entering Unmasked Estep 
Score: -26912964.000000 Penalty: 4058.857910
	Iteration 23Q: 3 clusters Score -2.691296e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 263577 members 
Entering Unmasked Estep 
Score: -26912970.000000 Penalty: 4058.857910
	Iteration 24Q: 3 clusters Score -2.691297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 263571 members 
Entering Unmasked Estep 
Score: -26912958.000000 Penalty: 4058.857910
	Iteration 25Q: 3 clusters Score -2.691296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 263568 members 
Entering Unmasked Estep 
Score: -26912966.000000 Penalty: 4058.857910
	Iteration 26Q: 3 clusters Score -2.691297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 263564 members 
Entering Unmasked Estep 
Score: -26912986.000000 Penalty: 4058.857910
	Iteration 27Q: 3 clusters Score -2.691299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 263563 members 
Entering Unmasked Estep 
Score: -26912970.000000 Penalty: 4058.857910
	Iteration 28Q: 3 clusters Score -2.691297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 263559 members 
Entering Unmasked Estep 
Score: -26912976.000000 Penalty: 4058.857910
	Iteration 29Q: 3 clusters Score -2.691298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 263556 members 
Entering Unmasked Estep 
Score: -26912972.000000 Penalty: 4058.857910
	Iteration 30Q: 3 clusters Score -2.691297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 263553 members 
Entering Unmasked Estep 
Score: -26912974.000000 Penalty: 4058.857910
	Iteration 31Q: 3 clusters Score -2.691297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 263552 members 
Entering Unmasked Estep 
Score: -26912976.000000 Penalty: 4058.857910
	Iteration 32Q: 3 clusters Score -2.691298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 263552 members 
Entering Unmasked Estep 
Score: -26912976.000000 Penalty: 4058.857910
	Iteration 33F: 3 clusters Score -2.691298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 263551 members 
Entering Unmasked Estep 
Score: -26912978.000000 Penalty: 4058.857910
	Iteration 34Q: 3 clusters Score -2.691298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 263550 members 
Entering Unmasked Estep 
Score: -26912982.000000 Penalty: 4058.857910
	Iteration 35Q: 3 clusters Score -2.691298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 263551 members 
Entering Unmasked Estep 
Score: -26912976.000000 Penalty: 4058.857910
	Iteration 36Q: 3 clusters Score -2.691298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 263550 members 
Entering Unmasked Estep 
Score: -26912962.000000 Penalty: 4058.857910
	Iteration 37Q: 3 clusters Score -2.691296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 263550 members 
Entering Unmasked Estep 
Score: -26912962.000000 Penalty: 4058.857910
	Iteration 38F: 3 clusters Score -2.691296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 98869 members 
Mstep: Class 3 contains 263550 members 
Mstep: Class 4 contains 272308 members 
Mstep: Class 5 contains 32543 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 11 contains 22649 members 
Mstep: Class 12 contains 138806 members 
Mstep: Class 13 contains 49844 members 
Mstep: Class 17 contains 6212 members 
Mstep: Class 20 contains 3740 members 
Mstep: Class 21 contains 2932 members 
Entering Unmasked Estep 
Score: -94122704.000000 Penalty: 31291.560547
Splitting cluster 9 changes total score from -94113072.000000 to -94122704.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 11 (22649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Entering Unmasked Estep 
Score: -2344826.250000 Penalty: 1629.529053
	Iteration 0F: 2 clusters Score -2344826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2329368.000000 Penalty: 3259.058105
	Iteration 0F: 3 clusters Score -2329368 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2335152.750000 Penalty: 3259.058105
	Iteration 1F: 3 clusters Score -2335153 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2335717.750000 Penalty: 3259.058105
	Iteration 2F: 3 clusters Score -2335718 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2336418.000000 Penalty: 3259.058105
	Iteration 3F: 3 clusters Score -2336418 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2337278.500000 Penalty: 3259.058105
	Iteration 4F: 3 clusters Score -2337278 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2338450.750000 Penalty: 3259.058105
	Iteration 5F: 3 clusters Score -2338451 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2339895.000000 Penalty: 3259.058105
	Iteration 6F: 3 clusters Score -2339895 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2341145.500000 Penalty: 3259.058105
	Iteration 7F: 3 clusters Score -2341146 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2341770.500000 Penalty: 3259.058105
	Iteration 8Q: 3 clusters Score -2341770 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2342066.000000 Penalty: 3259.058105
	Iteration 9Q: 3 clusters Score -2342066 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2342194.500000 Penalty: 3259.058105
	Iteration 10Q: 3 clusters Score -2342194 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2342284.000000 Penalty: 3259.058105
	Iteration 11Q: 3 clusters Score -2342284 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2342372.500000 Penalty: 3259.058105
	Iteration 12Q: 3 clusters Score -2342372 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2342452.750000 Penalty: 3259.058105
	Iteration 13Q: 3 clusters Score -2342453 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2342524.750000 Penalty: 3259.058105
	Iteration 14Q: 3 clusters Score -2342525 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2342600.500000 Penalty: 3259.058105
	Iteration 15Q: 3 clusters Score -2342600 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2342667.500000 Penalty: 3259.058105
	Iteration 16Q: 3 clusters Score -2342668 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2342726.000000 Penalty: 3259.058105
	Iteration 17Q: 3 clusters Score -2342726 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2342784.750000 Penalty: 3259.058105
	Iteration 18Q: 3 clusters Score -2342785 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2342826.000000 Penalty: 3259.058105
	Iteration 19Q: 3 clusters Score -2342826 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2342861.500000 Penalty: 3259.058105
	Iteration 20F: 3 clusters Score -2342862 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2342901.500000 Penalty: 3259.058105
	Iteration 21Q: 3 clusters Score -2342902 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2342947.750000 Penalty: 3259.058105
	Iteration 22Q: 3 clusters Score -2342948 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2342987.500000 Penalty: 3259.058105
	Iteration 23Q: 3 clusters Score -2342988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2343005.000000 Penalty: 3259.058105
	Iteration 24Q: 3 clusters Score -2343005 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2343036.250000 Penalty: 3259.058105
	Iteration 25Q: 3 clusters Score -2343036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2343057.750000 Penalty: 3259.058105
	Iteration 26Q: 3 clusters Score -2343058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2343081.000000 Penalty: 3259.058105
	Iteration 27Q: 3 clusters Score -2343081 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2343113.000000 Penalty: 3259.058105
	Iteration 28Q: 3 clusters Score -2343113 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2343140.000000 Penalty: 3259.058105
	Iteration 29Q: 3 clusters Score -2343140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2343156.000000 Penalty: 3259.058105
	Iteration 30Q: 3 clusters Score -2343156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2343172.750000 Penalty: 3259.058105
	Iteration 31Q: 3 clusters Score -2343173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2343188.500000 Penalty: 3259.058105
	Iteration 32Q: 3 clusters Score -2343188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2343208.000000 Penalty: 3259.058105
	Iteration 33Q: 3 clusters Score -2343208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2343224.750000 Penalty: 3259.058105
	Iteration 34Q: 3 clusters Score -2343225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2343236.250000 Penalty: 3259.058105
	Iteration 35Q: 3 clusters Score -2343236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2343239.000000 Penalty: 3259.058105
	Iteration 36Q: 3 clusters Score -2343239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2343243.750000 Penalty: 3259.058105
	Iteration 37Q: 3 clusters Score -2343244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2343247.750000 Penalty: 3259.058105
	Iteration 38Q: 3 clusters Score -2343248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2343257.000000 Penalty: 3259.058105
	Iteration 39Q: 3 clusters Score -2343257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2343272.750000 Penalty: 3259.058105
	Iteration 40F: 3 clusters Score -2343273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2343287.250000 Penalty: 3259.058105
	Iteration 41Q: 3 clusters Score -2343287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2343300.750000 Penalty: 3259.058105
	Iteration 42Q: 3 clusters Score -2343301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2343323.500000 Penalty: 3259.058105
	Iteration 43Q: 3 clusters Score -2343324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2343331.750000 Penalty: 3259.058105
	Iteration 44Q: 3 clusters Score -2343332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2343331.250000 Penalty: 3259.058105
	Iteration 45Q: 3 clusters Score -2343331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2343335.750000 Penalty: 3259.058105
	Iteration 46Q: 3 clusters Score -2343336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2343340.750000 Penalty: 3259.058105
	Iteration 47Q: 3 clusters Score -2343341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2343345.750000 Penalty: 3259.058105
	Iteration 48Q: 3 clusters Score -2343346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2343349.750000 Penalty: 3259.058105
	Iteration 49Q: 3 clusters Score -2343350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2343358.750000 Penalty: 3259.058105
	Iteration 50Q: 3 clusters Score -2343359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2343362.500000 Penalty: 3259.058105
	Iteration 51Q: 3 clusters Score -2343362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2343367.250000 Penalty: 3259.058105
	Iteration 52Q: 3 clusters Score -2343367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2343377.750000 Penalty: 3259.058105
	Iteration 53Q: 3 clusters Score -2343378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2343377.250000 Penalty: 3259.058105
	Iteration 54Q: 3 clusters Score -2343377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2343380.000000 Penalty: 3259.058105
	Iteration 55Q: 3 clusters Score -2343380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2343387.750000 Penalty: 3259.058105
	Iteration 56Q: 3 clusters Score -2343388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2343394.000000 Penalty: 3259.058105
	Iteration 57Q: 3 clusters Score -2343394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2343400.000000 Penalty: 3259.058105
	Iteration 58Q: 3 clusters Score -2343400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2343400.250000 Penalty: 3259.058105
	Iteration 59Q: 3 clusters Score -2343400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2343402.750000 Penalty: 3259.058105
	Iteration 60F: 3 clusters Score -2343403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2343406.750000 Penalty: 3259.058105
	Iteration 61Q: 3 clusters Score -2343407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2343410.000000 Penalty: 3259.058105
	Iteration 62Q: 3 clusters Score -2343410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2343411.000000 Penalty: 3259.058105
	Iteration 63Q: 3 clusters Score -2343411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2343413.500000 Penalty: 3259.058105
	Iteration 64Q: 3 clusters Score -2343414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2343418.000000 Penalty: 3259.058105
	Iteration 65Q: 3 clusters Score -2343418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2343418.750000 Penalty: 3259.058105
	Iteration 66Q: 3 clusters Score -2343419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2343421.750000 Penalty: 3259.058105
	Iteration 67Q: 3 clusters Score -2343422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2343423.250000 Penalty: 3259.058105
	Iteration 68Q: 3 clusters Score -2343423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2343423.750000 Penalty: 3259.058105
	Iteration 69Q: 3 clusters Score -2343424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2343423.000000 Penalty: 3259.058105
	Iteration 70Q: 3 clusters Score -2343423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2343424.500000 Penalty: 3259.058105
	Iteration 71Q: 3 clusters Score -2343424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2343426.750000 Penalty: 3259.058105
	Iteration 72Q: 3 clusters Score -2343427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2343431.500000 Penalty: 3259.058105
	Iteration 73Q: 3 clusters Score -2343432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2343436.250000 Penalty: 3259.058105
	Iteration 74Q: 3 clusters Score -2343436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2343436.750000 Penalty: 3259.058105
	Iteration 75Q: 3 clusters Score -2343437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2343440.750000 Penalty: 3259.058105
	Iteration 76Q: 3 clusters Score -2343441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2343440.500000 Penalty: 3259.058105
	Iteration 77Q: 3 clusters Score -2343440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2343442.500000 Penalty: 3259.058105
	Iteration 78Q: 3 clusters Score -2343442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2343448.750000 Penalty: 3259.058105
	Iteration 79Q: 3 clusters Score -2343449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2343447.750000 Penalty: 3259.058105
	Iteration 80F: 3 clusters Score -2343448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2343450.500000 Penalty: 3259.058105
	Iteration 81Q: 3 clusters Score -2343450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2343452.500000 Penalty: 3259.058105
	Iteration 82Q: 3 clusters Score -2343452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2343455.250000 Penalty: 3259.058105
	Iteration 83Q: 3 clusters Score -2343455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2343453.750000 Penalty: 3259.058105
	Iteration 84Q: 3 clusters Score -2343454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2343454.250000 Penalty: 3259.058105
	Iteration 85Q: 3 clusters Score -2343454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2343456.250000 Penalty: 3259.058105
	Iteration 86Q: 3 clusters Score -2343456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2343457.500000 Penalty: 3259.058105
	Iteration 87Q: 3 clusters Score -2343458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2343457.000000 Penalty: 3259.058105
	Iteration 88Q: 3 clusters Score -2343457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2343459.000000 Penalty: 3259.058105
	Iteration 89Q: 3 clusters Score -2343459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2343459.250000 Penalty: 3259.058105
	Iteration 90Q: 3 clusters Score -2343459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2343459.000000 Penalty: 3259.058105
	Iteration 91Q: 3 clusters Score -2343459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2343464.000000 Penalty: 3259.058105
	Iteration 92Q: 3 clusters Score -2343464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2343467.250000 Penalty: 3259.058105
	Iteration 93Q: 3 clusters Score -2343467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2343468.250000 Penalty: 3259.058105
	Iteration 94Q: 3 clusters Score -2343468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2343469.500000 Penalty: 3259.058105
	Iteration 95Q: 3 clusters Score -2343470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2343473.000000 Penalty: 3259.058105
	Iteration 96Q: 3 clusters Score -2343473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2343471.500000 Penalty: 3259.058105
	Iteration 97Q: 3 clusters Score -2343472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2343473.750000 Penalty: 3259.058105
	Iteration 98Q: 3 clusters Score -2343474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2343472.750000 Penalty: 3259.058105
	Iteration 99Q: 3 clusters Score -2343473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2343475.250000 Penalty: 3259.058105
	Iteration 100F: 3 clusters Score -2343475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2343474.250000 Penalty: 3259.058105
	Iteration 101Q: 3 clusters Score -2343474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2343473.500000 Penalty: 3259.058105
	Iteration 102Q: 3 clusters Score -2343474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2343474.000000 Penalty: 3259.058105
	Iteration 103Q: 3 clusters Score -2343474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2343474.750000 Penalty: 3259.058105
	Iteration 104Q: 3 clusters Score -2343475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2343474.750000 Penalty: 3259.058105
	Iteration 105F: 3 clusters Score -2343475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (138806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138806 members 
Entering Unmasked Estep 
Score: -14185963.000000 Penalty: 1924.135376
	Iteration 0F: 2 clusters Score -1.418596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -14092988.000000 Penalty: 3848.270752
	Iteration 0F: 3 clusters Score -1.409299e+07 nChanged 66854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -14132400.000000 Penalty: 3848.270752
	Iteration 1F: 3 clusters Score -1.41324e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -14133521.000000 Penalty: 3848.270752
	Iteration 2Q: 3 clusters Score -1.413352e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -14134817.000000 Penalty: 3848.270752
	Iteration 3Q: 3 clusters Score -1.413482e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -14136822.000000 Penalty: 3848.270752
	Iteration 4Q: 3 clusters Score -1.413682e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -14139654.000000 Penalty: 3848.270752
	Iteration 5Q: 3 clusters Score -1.413965e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
Score: -14143568.000000 Penalty: 3848.270752
	Iteration 6F: 3 clusters Score -1.414357e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -14149076.000000 Penalty: 3848.270752
	Iteration 7F: 3 clusters Score -1.414908e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -14155984.000000 Penalty: 3848.270752
	Iteration 8F: 3 clusters Score -1.415598e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 102224 members 
Entering Unmasked Estep 
Score: -14162419.000000 Penalty: 3848.270752
	Iteration 9F: 3 clusters Score -1.416242e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -14167014.000000 Penalty: 3848.270752
	Iteration 10Q: 3 clusters Score -1.416701e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 110060 members 
Entering Unmasked Estep 
Score: -14169810.000000 Penalty: 3848.270752
	Iteration 11Q: 3 clusters Score -1.416981e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -14171502.000000 Penalty: 3848.270752
	Iteration 12Q: 3 clusters Score -1.41715e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -14172953.000000 Penalty: 3848.270752
	Iteration 13Q: 3 clusters Score -1.417295e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 118182 members 
Entering Unmasked Estep 
Score: -14174170.000000 Penalty: 3848.270752
	Iteration 14Q: 3 clusters Score -1.417417e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 120726 members 
Entering Unmasked Estep 
Score: -14175534.000000 Penalty: 3848.270752
	Iteration 15Q: 3 clusters Score -1.417553e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -14176791.000000 Penalty: 3848.270752
	Iteration 16Q: 3 clusters Score -1.417679e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -14177985.000000 Penalty: 3848.270752
	Iteration 17Q: 3 clusters Score -1.417798e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 127248 members 
Entering Unmasked Estep 
Score: -14178989.000000 Penalty: 3848.270752
	Iteration 18Q: 3 clusters Score -1.417899e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 128991 members 
Entering Unmasked Estep 
Score: -14179844.000000 Penalty: 3848.270752
	Iteration 19Q: 3 clusters Score -1.417984e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 130472 members 
Entering Unmasked Estep 
Score: -14180588.000000 Penalty: 3848.270752
	Iteration 20F: 3 clusters Score -1.418059e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 131834 members 
Entering Unmasked Estep 
Score: -14181440.000000 Penalty: 3848.270752
	Iteration 21Q: 3 clusters Score -1.418144e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 133011 members 
Entering Unmasked Estep 
Score: -14182109.000000 Penalty: 3848.270752
	Iteration 22Q: 3 clusters Score -1.418211e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 134024 members 
Entering Unmasked Estep 
Score: -14182638.000000 Penalty: 3848.270752
	Iteration 23Q: 3 clusters Score -1.418264e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 134851 members 
Entering Unmasked Estep 
Score: -14183050.000000 Penalty: 3848.270752
	Iteration 24Q: 3 clusters Score -1.418305e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 135508 members 
Entering Unmasked Estep 
Score: -14183419.000000 Penalty: 3848.270752
	Iteration 25Q: 3 clusters Score -1.418342e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 136055 members 
Entering Unmasked Estep 
Score: -14183687.000000 Penalty: 3848.270752
	Iteration 26Q: 3 clusters Score -1.418369e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 136486 members 
Entering Unmasked Estep 
Score: -14183972.000000 Penalty: 3848.270752
	Iteration 27Q: 3 clusters Score -1.418397e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 136832 members 
Entering Unmasked Estep 
Score: -14184116.000000 Penalty: 3848.270752
	Iteration 28Q: 3 clusters Score -1.418412e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 137094 members 
Entering Unmasked Estep 
Score: -14184234.000000 Penalty: 3848.270752
	Iteration 29Q: 3 clusters Score -1.418423e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 137322 members 
Entering Unmasked Estep 
Score: -14184380.000000 Penalty: 3848.270752
	Iteration 30Q: 3 clusters Score -1.418438e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 137493 members 
Entering Unmasked Estep 
Score: -14184466.000000 Penalty: 3848.270752
	Iteration 31Q: 3 clusters Score -1.418447e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 137628 members 
Entering Unmasked Estep 
Score: -14184516.000000 Penalty: 3848.270752
	Iteration 32Q: 3 clusters Score -1.418452e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -14184541.000000 Penalty: 3848.270752
	Iteration 33Q: 3 clusters Score -1.418454e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 137789 members 
Entering Unmasked Estep 
Score: -14184570.000000 Penalty: 3848.270752
	Iteration 34Q: 3 clusters Score -1.418457e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 137842 members 
Entering Unmasked Estep 
Score: -14184577.000000 Penalty: 3848.270752
	Iteration 35Q: 3 clusters Score -1.418458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 137878 members 
Entering Unmasked Estep 
Score: -14184581.000000 Penalty: 3848.270752
	Iteration 36Q: 3 clusters Score -1.418458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 137910 members 
Entering Unmasked Estep 
Score: -14184560.000000 Penalty: 3848.270752
	Iteration 37Q: 3 clusters Score -1.418456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 137939 members 
Entering Unmasked Estep 
Score: -14184574.000000 Penalty: 3848.270752
	Iteration 38Q: 3 clusters Score -1.418457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 137961 members 
Entering Unmasked Estep 
Score: -14184575.000000 Penalty: 3848.270752
	Iteration 39Q: 3 clusters Score -1.418458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 137980 members 
Entering Unmasked Estep 
Score: -14184607.000000 Penalty: 3848.270752
	Iteration 40F: 3 clusters Score -1.418461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 138000 members 
Entering Unmasked Estep 
Score: -14184614.000000 Penalty: 3848.270752
	Iteration 41Q: 3 clusters Score -1.418461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 138010 members 
Entering Unmasked Estep 
Score: -14184629.000000 Penalty: 3848.270752
	Iteration 42Q: 3 clusters Score -1.418463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 138016 members 
Entering Unmasked Estep 
Score: -14184634.000000 Penalty: 3848.270752
	Iteration 43Q: 3 clusters Score -1.418463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 138024 members 
Entering Unmasked Estep 
Score: -14184627.000000 Penalty: 3848.270752
	Iteration 44Q: 3 clusters Score -1.418463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 138031 members 
Entering Unmasked Estep 
Score: -14184636.000000 Penalty: 3848.270752
	Iteration 45Q: 3 clusters Score -1.418464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 138039 members 
Entering Unmasked Estep 
Score: -14184636.000000 Penalty: 3848.270752
	Iteration 46Q: 3 clusters Score -1.418464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 138048 members 
Entering Unmasked Estep 
Score: -14184624.000000 Penalty: 3848.270752
	Iteration 47Q: 3 clusters Score -1.418462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 138056 members 
Entering Unmasked Estep 
Score: -14184626.000000 Penalty: 3848.270752
	Iteration 48Q: 3 clusters Score -1.418463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 138059 members 
Entering Unmasked Estep 
Score: -14184624.000000 Penalty: 3848.270752
	Iteration 49Q: 3 clusters Score -1.418462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 138063 members 
Entering Unmasked Estep 
Score: -14184623.000000 Penalty: 3848.270752
	Iteration 50Q: 3 clusters Score -1.418462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -14184622.000000 Penalty: 3848.270752
	Iteration 51Q: 3 clusters Score -1.418462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 138069 members 
Entering Unmasked Estep 
Score: -14184624.000000 Penalty: 3848.270752
	Iteration 52Q: 3 clusters Score -1.418462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 138072 members 
Entering Unmasked Estep 
Score: -14184646.000000 Penalty: 3848.270752
	Iteration 53Q: 3 clusters Score -1.418465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 138075 members 
Entering Unmasked Estep 
Score: -14184644.000000 Penalty: 3848.270752
	Iteration 54Q: 3 clusters Score -1.418464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 138077 members 
Entering Unmasked Estep 
Score: -14184643.000000 Penalty: 3848.270752
	Iteration 55Q: 3 clusters Score -1.418464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 138077 members 
Entering Unmasked Estep 
Score: -14184647.000000 Penalty: 3848.270752
	Iteration 56Q: 3 clusters Score -1.418465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 138078 members 
Entering Unmasked Estep 
Score: -14184648.000000 Penalty: 3848.270752
	Iteration 57Q: 3 clusters Score -1.418465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 138078 members 
Entering Unmasked Estep 
Score: -14184650.000000 Penalty: 3848.270752
	Iteration 58F: 3 clusters Score -1.418465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 138077 members 
Entering Unmasked Estep 
Score: -14184646.000000 Penalty: 3848.270752
	Iteration 59Q: 3 clusters Score -1.418465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 138081 members 
Entering Unmasked Estep 
Score: -14184642.000000 Penalty: 3848.270752
	Iteration 60F: 3 clusters Score -1.418464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 138083 members 
Entering Unmasked Estep 
Score: -14184642.000000 Penalty: 3848.270752
	Iteration 61Q: 3 clusters Score -1.418464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 138084 members 
Entering Unmasked Estep 
Score: -14184646.000000 Penalty: 3848.270752
	Iteration 62Q: 3 clusters Score -1.418465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 138085 members 
Entering Unmasked Estep 
Score: -14184644.000000 Penalty: 3848.270752
	Iteration 63Q: 3 clusters Score -1.418464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 138085 members 
Entering Unmasked Estep 
Score: -14184644.000000 Penalty: 3848.270752
	Iteration 64F: 3 clusters Score -1.418464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Entering Unmasked Estep 
Score: -5188288.500000 Penalty: 1757.706177
	Iteration 0F: 2 clusters Score -5188288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -5155167.500000 Penalty: 3515.412354
	Iteration 0F: 3 clusters Score -5155168 nChanged 23285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -5168811.500000 Penalty: 3515.412354
	Iteration 1F: 3 clusters Score -5168812 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5169990.500000 Penalty: 3515.412354
	Iteration 2F: 3 clusters Score -5169990 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -5171724.500000 Penalty: 3515.412354
	Iteration 3F: 3 clusters Score -5171724 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -5174173.000000 Penalty: 3515.412354
	Iteration 4F: 3 clusters Score -5174173 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -5177264.500000 Penalty: 3515.412354
	Iteration 5F: 3 clusters Score -5177264 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -5180037.500000 Penalty: 3515.412354
	Iteration 6F: 3 clusters Score -5180038 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5181646.000000 Penalty: 3515.412354
	Iteration 7F: 3 clusters Score -5181646 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5182434.500000 Penalty: 3515.412354
	Iteration 8Q: 3 clusters Score -5182434 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -5182800.500000 Penalty: 3515.412354
	Iteration 9Q: 3 clusters Score -5182800 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5183089.500000 Penalty: 3515.412354
	Iteration 10Q: 3 clusters Score -5183090 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -5183293.000000 Penalty: 3515.412354
	Iteration 11Q: 3 clusters Score -5183293 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5183488.500000 Penalty: 3515.412354
	Iteration 12Q: 3 clusters Score -5183488 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -5183665.000000 Penalty: 3515.412354
	Iteration 13Q: 3 clusters Score -5183665 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -5183854.000000 Penalty: 3515.412354
	Iteration 14Q: 3 clusters Score -5183854 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -5184047.000000 Penalty: 3515.412354
	Iteration 15Q: 3 clusters Score -5184047 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5184273.500000 Penalty: 3515.412354
	Iteration 16Q: 3 clusters Score -5184274 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -5184453.000000 Penalty: 3515.412354
	Iteration 17Q: 3 clusters Score -5184453 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -5184706.500000 Penalty: 3515.412354
	Iteration 18Q: 3 clusters Score -5184706 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -5184917.500000 Penalty: 3515.412354
	Iteration 19Q: 3 clusters Score -5184918 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5185148.000000 Penalty: 3515.412354
	Iteration 20F: 3 clusters Score -5185148 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -5185402.500000 Penalty: 3515.412354
	Iteration 21Q: 3 clusters Score -5185402 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -5185648.500000 Penalty: 3515.412354
	Iteration 22Q: 3 clusters Score -5185648 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -5185836.000000 Penalty: 3515.412354
	Iteration 23Q: 3 clusters Score -5185836 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -5186022.000000 Penalty: 3515.412354
	Iteration 24Q: 3 clusters Score -5186022 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -5186191.500000 Penalty: 3515.412354
	Iteration 25Q: 3 clusters Score -5186192 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -5186303.500000 Penalty: 3515.412354
	Iteration 26Q: 3 clusters Score -5186304 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -5186396.000000 Penalty: 3515.412354
	Iteration 27Q: 3 clusters Score -5186396 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -5186471.500000 Penalty: 3515.412354
	Iteration 28Q: 3 clusters Score -5186472 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -5186511.000000 Penalty: 3515.412354
	Iteration 29Q: 3 clusters Score -5186511 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -5186559.000000 Penalty: 3515.412354
	Iteration 30Q: 3 clusters Score -5186559 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -5186635.000000 Penalty: 3515.412354
	Iteration 31Q: 3 clusters Score -5186635 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -5186683.000000 Penalty: 3515.412354
	Iteration 32Q: 3 clusters Score -5186683 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -5186726.000000 Penalty: 3515.412354
	Iteration 33Q: 3 clusters Score -5186726 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -5186758.500000 Penalty: 3515.412354
	Iteration 34Q: 3 clusters Score -5186758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -5186789.500000 Penalty: 3515.412354
	Iteration 35Q: 3 clusters Score -5186790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -5186821.000000 Penalty: 3515.412354
	Iteration 36Q: 3 clusters Score -5186821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -5186829.500000 Penalty: 3515.412354
	Iteration 37Q: 3 clusters Score -5186830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -5186842.000000 Penalty: 3515.412354
	Iteration 38Q: 3 clusters Score -5186842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -5186850.000000 Penalty: 3515.412354
	Iteration 39Q: 3 clusters Score -5186850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -5186871.500000 Penalty: 3515.412354
	Iteration 40F: 3 clusters Score -5186872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -5186873.000000 Penalty: 3515.412354
	Iteration 41Q: 3 clusters Score -5186873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -5186884.500000 Penalty: 3515.412354
	Iteration 42Q: 3 clusters Score -5186884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -5186887.000000 Penalty: 3515.412354
	Iteration 43Q: 3 clusters Score -5186887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -5186894.500000 Penalty: 3515.412354
	Iteration 44Q: 3 clusters Score -5186894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -5186908.500000 Penalty: 3515.412354
	Iteration 45Q: 3 clusters Score -5186908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -5186917.500000 Penalty: 3515.412354
	Iteration 46Q: 3 clusters Score -5186918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -5186932.500000 Penalty: 3515.412354
	Iteration 47Q: 3 clusters Score -5186932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -5186931.000000 Penalty: 3515.412354
	Iteration 48Q: 3 clusters Score -5186931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -5186931.000000 Penalty: 3515.412354
	Iteration 49Q: 3 clusters Score -5186931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -5186944.000000 Penalty: 3515.412354
	Iteration 50Q: 3 clusters Score -5186944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -5186956.500000 Penalty: 3515.412354
	Iteration 51Q: 3 clusters Score -5186956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -5186972.000000 Penalty: 3515.412354
	Iteration 52Q: 3 clusters Score -5186972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -5186971.500000 Penalty: 3515.412354
	Iteration 53Q: 3 clusters Score -5186972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -5186984.500000 Penalty: 3515.412354
	Iteration 54Q: 3 clusters Score -5186984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -5186984.500000 Penalty: 3515.412354
	Iteration 55Q: 3 clusters Score -5186984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -5186979.500000 Penalty: 3515.412354
	Iteration 56Q: 3 clusters Score -5186980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -5186982.500000 Penalty: 3515.412354
	Iteration 57Q: 3 clusters Score -5186982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -5186986.000000 Penalty: 3515.412354
	Iteration 58Q: 3 clusters Score -5186986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -5186981.000000 Penalty: 3515.412354
	Iteration 59Q: 3 clusters Score -5186981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -5186988.500000 Penalty: 3515.412354
	Iteration 60F: 3 clusters Score -5186988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -5186995.000000 Penalty: 3515.412354
	Iteration 61Q: 3 clusters Score -5186995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -5186991.500000 Penalty: 3515.412354
	Iteration 62Q: 3 clusters Score -5186992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -5186996.000000 Penalty: 3515.412354
	Iteration 63Q: 3 clusters Score -5186996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -5187004.500000 Penalty: 3515.412354
	Iteration 64Q: 3 clusters Score -5187004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -5187004.500000 Penalty: 3515.412354
	Iteration 65Q: 3 clusters Score -5187004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -5187001.000000 Penalty: 3515.412354
	Iteration 66Q: 3 clusters Score -5187001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -5187005.500000 Penalty: 3515.412354
	Iteration 67Q: 3 clusters Score -5187006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -5187017.500000 Penalty: 3515.412354
	Iteration 68Q: 3 clusters Score -5187018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -5187018.000000 Penalty: 3515.412354
	Iteration 69Q: 3 clusters Score -5187018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -5187022.500000 Penalty: 3515.412354
	Iteration 70Q: 3 clusters Score -5187022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -5187020.500000 Penalty: 3515.412354
	Iteration 71Q: 3 clusters Score -5187020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -5187024.000000 Penalty: 3515.412354
	Iteration 72Q: 3 clusters Score -5187024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -5187025.500000 Penalty: 3515.412354
	Iteration 73Q: 3 clusters Score -5187026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -5187029.000000 Penalty: 3515.412354
	Iteration 74Q: 3 clusters Score -5187029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -5187028.500000 Penalty: 3515.412354
	Iteration 75Q: 3 clusters Score -5187028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -5187027.000000 Penalty: 3515.412354
	Iteration 76Q: 3 clusters Score -5187027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -5187027.000000 Penalty: 3515.412354
	Iteration 77Q: 3 clusters Score -5187027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -5187027.500000 Penalty: 3515.412354
	Iteration 78Q: 3 clusters Score -5187028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -5187036.000000 Penalty: 3515.412354
	Iteration 79Q: 3 clusters Score -5187036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -5187033.000000 Penalty: 3515.412354
	Iteration 80F: 3 clusters Score -5187033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -5187036.000000 Penalty: 3515.412354
	Iteration 81Q: 3 clusters Score -5187036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -5187039.500000 Penalty: 3515.412354
	Iteration 82Q: 3 clusters Score -5187040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -5187036.500000 Penalty: 3515.412354
	Iteration 83Q: 3 clusters Score -5187036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -5187035.500000 Penalty: 3515.412354
	Iteration 84Q: 3 clusters Score -5187036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -5187030.500000 Penalty: 3515.412354
	Iteration 85Q: 3 clusters Score -5187030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -5187033.000000 Penalty: 3515.412354
	Iteration 86Q: 3 clusters Score -5187033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -5187033.000000 Penalty: 3515.412354
	Iteration 87Q: 3 clusters Score -5187033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -5187031.000000 Penalty: 3515.412354
	Iteration 88Q: 3 clusters Score -5187031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -5187028.500000 Penalty: 3515.412354
	Iteration 89Q: 3 clusters Score -5187028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -5187025.500000 Penalty: 3515.412354
	Iteration 90Q: 3 clusters Score -5187026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -5187029.000000 Penalty: 3515.412354
	Iteration 91Q: 3 clusters Score -5187029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -5187029.000000 Penalty: 3515.412354
	Iteration 92Q: 3 clusters Score -5187029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -5187029.000000 Penalty: 3515.412354
	Iteration 93F: 3 clusters Score -5187029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Entering Unmasked Estep 
Score: -578548.750000 Penalty: 1419.313721
	Iteration 0F: 2 clusters Score -578548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -573891.687500 Penalty: 2838.627441
	Iteration 0F: 3 clusters Score -573891.7 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -575532.437500 Penalty: 2838.627441
	Iteration 1F: 3 clusters Score -575532.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -575944.625000 Penalty: 2838.627441
	Iteration 2F: 3 clusters Score -575944.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -576413.062500 Penalty: 2838.627441
	Iteration 3F: 3 clusters Score -576413.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -577022.750000 Penalty: 2838.627441
	Iteration 4F: 3 clusters Score -577022.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -577745.562500 Penalty: 2838.627441
	Iteration 5F: 3 clusters Score -577745.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -578326.187500 Penalty: 2838.627441
	Iteration 6F: 3 clusters Score -578326.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -578749.875000 Penalty: 2838.627441
	Iteration 7F: 3 clusters Score -578749.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -579129.875000 Penalty: 2838.627441
	Iteration 8Q: 3 clusters Score -579129.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -579409.875000 Penalty: 2838.627441
	Iteration 9Q: 3 clusters Score -579409.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -579629.562500 Penalty: 2838.627441
	Iteration 10Q: 3 clusters Score -579629.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -579737.625000 Penalty: 2838.627441
	Iteration 11Q: 3 clusters Score -579737.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -579820.062500 Penalty: 2838.627441
	Iteration 12Q: 3 clusters Score -579820.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -579887.062500 Penalty: 2838.627441
	Iteration 13Q: 3 clusters Score -579887.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -579997.187500 Penalty: 2838.627441
	Iteration 14Q: 3 clusters Score -579997.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -580241.250000 Penalty: 2838.627441
	Iteration 15Q: 3 clusters Score -580241.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -580688.187500 Penalty: 2838.627441
	Iteration 16Q: 3 clusters Score -580688.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -581483.062500 Penalty: 2838.627441
	Iteration 17Q: 3 clusters Score -581483.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -581877.375000 Penalty: 2838.627441
	Iteration 18Q: 3 clusters Score -581877.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -581909.625000 Penalty: 2838.627441
	Iteration 19Q: 3 clusters Score -581909.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -581916.750000 Penalty: 2838.627441
	Iteration 20F: 3 clusters Score -581916.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -581918.687500 Penalty: 2838.627441
	Iteration 21Q: 3 clusters Score -581918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -581919.687500 Penalty: 2838.627441
	Iteration 22Q: 3 clusters Score -581919.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -581919.875000 Penalty: 2838.627441
	Iteration 23Q: 3 clusters Score -581919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -581919.875000 Penalty: 2838.627441
	Iteration 24F: 3 clusters Score -581919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 98869 members 
Mstep: Class 3 contains 263550 members 
Mstep: Class 4 contains 272308 members 
Mstep: Class 5 contains 32543 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 11 contains 22649 members 
Mstep: Class 12 contains 138806 members 
Mstep: Class 13 contains 49844 members 
Mstep: Class 17 contains 4125 members 
Mstep: Class 20 contains 3740 members 
Mstep: Class 21 contains 2932 members 
Entering Unmasked Estep 
Score: -94125496.000000 Penalty: 33526.671875
Splitting cluster 17 changes total score from -94113072.000000 to -94125496.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -395504.406250 Penalty: 1336.861694
	Iteration 0F: 2 clusters Score -395504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -392300.875000 Penalty: 2673.723389
	Iteration 0F: 3 clusters Score -392300.9 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -393092.812500 Penalty: 2673.723389
	Iteration 1F: 3 clusters Score -393092.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -393220.500000 Penalty: 2673.723389
	Iteration 2F: 3 clusters Score -393220.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -393307.812500 Penalty: 2673.723389
	Iteration 3Q: 3 clusters Score -393307.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -393367.781250 Penalty: 2673.723389
	Iteration 4Q: 3 clusters Score -393367.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -393410.812500 Penalty: 2673.723389
	Iteration 5Q: 3 clusters Score -393410.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -393446.000000 Penalty: 2673.723389
	Iteration 6Q: 3 clusters Score -393446 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -393482.906250 Penalty: 2673.723389
	Iteration 7Q: 3 clusters Score -393482.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -393510.437500 Penalty: 2673.723389
	Iteration 8Q: 3 clusters Score -393510.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -393529.187500 Penalty: 2673.723389
	Iteration 9Q: 3 clusters Score -393529.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -393545.312500 Penalty: 2673.723389
	Iteration 10Q: 3 clusters Score -393545.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -393555.500000 Penalty: 2673.723389
	Iteration 11Q: 3 clusters Score -393555.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -393570.468750 Penalty: 2673.723389
	Iteration 12Q: 3 clusters Score -393570.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -393588.218750 Penalty: 2673.723389
	Iteration 13Q: 3 clusters Score -393588.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -393611.625000 Penalty: 2673.723389
	Iteration 14Q: 3 clusters Score -393611.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -393634.625000 Penalty: 2673.723389
	Iteration 15Q: 3 clusters Score -393634.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -393656.375000 Penalty: 2673.723389
	Iteration 16Q: 3 clusters Score -393656.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -393680.875000 Penalty: 2673.723389
	Iteration 17Q: 3 clusters Score -393680.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -393708.906250 Penalty: 2673.723389
	Iteration 18Q: 3 clusters Score -393708.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -393734.906250 Penalty: 2673.723389
	Iteration 19Q: 3 clusters Score -393734.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -393757.093750 Penalty: 2673.723389
	Iteration 20F: 3 clusters Score -393757.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -393783.562500 Penalty: 2673.723389
	Iteration 21Q: 3 clusters Score -393783.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -393807.093750 Penalty: 2673.723389
	Iteration 22Q: 3 clusters Score -393807.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -393831.562500 Penalty: 2673.723389
	Iteration 23Q: 3 clusters Score -393831.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -393860.781250 Penalty: 2673.723389
	Iteration 24Q: 3 clusters Score -393860.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -393900.468750 Penalty: 2673.723389
	Iteration 25Q: 3 clusters Score -393900.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -393938.250000 Penalty: 2673.723389
	Iteration 26Q: 3 clusters Score -393938.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -393978.406250 Penalty: 2673.723389
	Iteration 27Q: 3 clusters Score -393978.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -394018.937500 Penalty: 2673.723389
	Iteration 28Q: 3 clusters Score -394018.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -394046.406250 Penalty: 2673.723389
	Iteration 29Q: 3 clusters Score -394046.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -394070.781250 Penalty: 2673.723389
	Iteration 30Q: 3 clusters Score -394070.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -394094.250000 Penalty: 2673.723389
	Iteration 31Q: 3 clusters Score -394094.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -394124.656250 Penalty: 2673.723389
	Iteration 32Q: 3 clusters Score -394124.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -394148.781250 Penalty: 2673.723389
	Iteration 33Q: 3 clusters Score -394148.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -394172.625000 Penalty: 2673.723389
	Iteration 34Q: 3 clusters Score -394172.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -394189.843750 Penalty: 2673.723389
	Iteration 35Q: 3 clusters Score -394189.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -394209.437500 Penalty: 2673.723389
	Iteration 36Q: 3 clusters Score -394209.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -394230.000000 Penalty: 2673.723389
	Iteration 37Q: 3 clusters Score -394230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -394242.656250 Penalty: 2673.723389
	Iteration 38Q: 3 clusters Score -394242.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -394252.593750 Penalty: 2673.723389
	Iteration 39Q: 3 clusters Score -394252.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -394262.750000 Penalty: 2673.723389
	Iteration 40F: 3 clusters Score -394262.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -394271.562500 Penalty: 2673.723389
	Iteration 41Q: 3 clusters Score -394271.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -394279.000000 Penalty: 2673.723389
	Iteration 42Q: 3 clusters Score -394279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -394281.156250 Penalty: 2673.723389
	Iteration 43Q: 3 clusters Score -394281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -394284.312500 Penalty: 2673.723389
	Iteration 44Q: 3 clusters Score -394284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -394292.781250 Penalty: 2673.723389
	Iteration 45Q: 3 clusters Score -394292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -394301.812500 Penalty: 2673.723389
	Iteration 46Q: 3 clusters Score -394301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -394308.531250 Penalty: 2673.723389
	Iteration 47Q: 3 clusters Score -394308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -394309.906250 Penalty: 2673.723389
	Iteration 48Q: 3 clusters Score -394309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -394312.968750 Penalty: 2673.723389
	Iteration 49Q: 3 clusters Score -394313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -394315.656250 Penalty: 2673.723389
	Iteration 50Q: 3 clusters Score -394315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -394317.281250 Penalty: 2673.723389
	Iteration 51Q: 3 clusters Score -394317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -394317.718750 Penalty: 2673.723389
	Iteration 52Q: 3 clusters Score -394317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -394318.093750 Penalty: 2673.723389
	Iteration 53Q: 3 clusters Score -394318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -394318.093750 Penalty: 2673.723389
	Iteration 54F: 3 clusters Score -394318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Entering Unmasked Estep 
Score: -299998.625000 Penalty: 1297.308960
	Iteration 0F: 2 clusters Score -299998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -297349.343750 Penalty: 2594.617920
	Iteration 0F: 3 clusters Score -297349.3 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -297926.656250 Penalty: 2594.617920
	Iteration 1F: 3 clusters Score -297926.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -298041.875000 Penalty: 2594.617920
	Iteration 2F: 3 clusters Score -298041.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -298111.968750 Penalty: 2594.617920
	Iteration 3F: 3 clusters Score -298112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -298148.625000 Penalty: 2594.617920
	Iteration 4Q: 3 clusters Score -298148.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -298181.593750 Penalty: 2594.617920
	Iteration 5Q: 3 clusters Score -298181.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -298208.031250 Penalty: 2594.617920
	Iteration 6Q: 3 clusters Score -298208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298226.156250 Penalty: 2594.617920
	Iteration 7Q: 3 clusters Score -298226.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -298246.468750 Penalty: 2594.617920
	Iteration 8Q: 3 clusters Score -298246.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -298265.968750 Penalty: 2594.617920
	Iteration 9Q: 3 clusters Score -298266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -298288.375000 Penalty: 2594.617920
	Iteration 10Q: 3 clusters Score -298288.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -298313.000000 Penalty: 2594.617920
	Iteration 11Q: 3 clusters Score -298313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -298332.281250 Penalty: 2594.617920
	Iteration 12Q: 3 clusters Score -298332.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -298347.625000 Penalty: 2594.617920
	Iteration 13Q: 3 clusters Score -298347.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -298368.281250 Penalty: 2594.617920
	Iteration 14Q: 3 clusters Score -298368.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -298392.593750 Penalty: 2594.617920
	Iteration 15Q: 3 clusters Score -298392.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -298422.875000 Penalty: 2594.617920
	Iteration 16Q: 3 clusters Score -298422.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -298452.968750 Penalty: 2594.617920
	Iteration 17Q: 3 clusters Score -298453 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -298489.656250 Penalty: 2594.617920
	Iteration 18Q: 3 clusters Score -298489.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -298529.843750 Penalty: 2594.617920
	Iteration 19Q: 3 clusters Score -298529.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -298570.531250 Penalty: 2594.617920
	Iteration 20F: 3 clusters Score -298570.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -298609.687500 Penalty: 2594.617920
	Iteration 21Q: 3 clusters Score -298609.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -298644.500000 Penalty: 2594.617920
	Iteration 22Q: 3 clusters Score -298644.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -298687.875000 Penalty: 2594.617920
	Iteration 23Q: 3 clusters Score -298687.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -298732.687500 Penalty: 2594.617920
	Iteration 24Q: 3 clusters Score -298732.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -298780.781250 Penalty: 2594.617920
	Iteration 25Q: 3 clusters Score -298780.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -298827.156250 Penalty: 2594.617920
	Iteration 26Q: 3 clusters Score -298827.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -298870.781250 Penalty: 2594.617920
	Iteration 27Q: 3 clusters Score -298870.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -298906.093750 Penalty: 2594.617920
	Iteration 28Q: 3 clusters Score -298906.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -298942.906250 Penalty: 2594.617920
	Iteration 29Q: 3 clusters Score -298942.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -298971.968750 Penalty: 2594.617920
	Iteration 30Q: 3 clusters Score -298972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -299004.031250 Penalty: 2594.617920
	Iteration 31Q: 3 clusters Score -299004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -299015.843750 Penalty: 2594.617920
	Iteration 32Q: 3 clusters Score -299015.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -299022.218750 Penalty: 2594.617920
	Iteration 33Q: 3 clusters Score -299022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -299024.437500 Penalty: 2594.617920
	Iteration 34Q: 3 clusters Score -299024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -299029.718750 Penalty: 2594.617920
	Iteration 35Q: 3 clusters Score -299029.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -299033.375000 Penalty: 2594.617920
	Iteration 36Q: 3 clusters Score -299033.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -299037.437500 Penalty: 2594.617920
	Iteration 37Q: 3 clusters Score -299037.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -299041.250000 Penalty: 2594.617920
	Iteration 38Q: 3 clusters Score -299041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -299042.062500 Penalty: 2594.617920
	Iteration 39Q: 3 clusters Score -299042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -299043.656250 Penalty: 2594.617920
	Iteration 40F: 3 clusters Score -299043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -299045.093750 Penalty: 2594.617920
	Iteration 41Q: 3 clusters Score -299045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -299045.593750 Penalty: 2594.617920
	Iteration 42Q: 3 clusters Score -299045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -299045.593750 Penalty: 2594.617920
	Iteration 43F: 3 clusters Score -299045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 98869 members 
Mstep: Class 4 contains 272308 members 
Mstep: Class 5 contains 32543 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 11 contains 22649 members 
Mstep: Class 12 contains 138806 members 
Mstep: Class 13 contains 49844 members 
Mstep: Class 17 contains 4125 members 
Mstep: Class 20 contains 3740 members 
Mstep: Class 21 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127584.000000 Penalty: 33526.671875
Iteration 39Q: 16 clusters Score -9.412758e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 98334 members 
Mstep: Class 3 contains 261322 members 
Mstep: Class 4 contains 273054 members 
Mstep: Class 5 contains 32456 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 7572 members 
Mstep: Class 9 contains 1856 members 
Mstep: Class 11 contains 22566 members 
Mstep: Class 12 contains 138716 members 
Mstep: Class 13 contains 50181 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 20 contains 3615 members 
Mstep: Class 21 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128960.000000 Penalty: 33526.671875
Iteration 40F: 16 clusters Score -9.412896e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 97384 members 
Mstep: Class 3 contains 260582 members 
Mstep: Class 4 contains 273646 members 
Mstep: Class 5 contains 32222 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 388 members 
Mstep: Class 8 contains 7732 members 
Mstep: Class 9 contains 1941 members 
Mstep: Class 11 contains 22492 members 
Mstep: Class 12 contains 138239 members 
Mstep: Class 13 contains 50424 members 
Mstep: Class 17 contains 3676 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129472.000000 Penalty: 33526.671875
Iteration 41Q: 16 clusters Score -9.412947e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 96678 members 
Mstep: Class 3 contains 259742 members 
Mstep: Class 4 contains 274315 members 
Mstep: Class 5 contains 32036 members 
Mstep: Class 6 contains 2842 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 7920 members 
Mstep: Class 9 contains 1983 members 
Mstep: Class 11 contains 22425 members 
Mstep: Class 12 contains 137864 members 
Mstep: Class 13 contains 50661 members 
Mstep: Class 17 contains 3515 members 
Mstep: Class 20 contains 3400 members 
Mstep: Class 21 contains 2942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130024.000000 Penalty: 33526.671875
Iteration 42Q: 16 clusters Score -9.413002e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 96095 members 
Mstep: Class 3 contains 258890 members 
Mstep: Class 4 contains 275008 members 
Mstep: Class 5 contains 31870 members 
Mstep: Class 6 contains 2948 members 
Mstep: Class 7 contains 353 members 
Mstep: Class 8 contains 8072 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 11 contains 22367 members 
Mstep: Class 12 contains 137515 members 
Mstep: Class 13 contains 50925 members 
Mstep: Class 17 contains 3410 members 
Mstep: Class 20 contains 3299 members 
Mstep: Class 21 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130136.000000 Penalty: 33526.671875
Iteration 43Q: 16 clusters Score -9.413014e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 95625 members 
Mstep: Class 3 contains 257973 members 
Mstep: Class 4 contains 275684 members 
Mstep: Class 5 contains 31708 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 8222 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 11 contains 22301 members 
Mstep: Class 12 contains 137230 members 
Mstep: Class 13 contains 51219 members 
Mstep: Class 17 contains 3329 members 
Mstep: Class 20 contains 3216 members 
Mstep: Class 21 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130008.000000 Penalty: 33526.671875
Iteration 44Q: 16 clusters Score -9.413001e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 95196 members 
Mstep: Class 3 contains 257051 members 
Mstep: Class 4 contains 276386 members 
Mstep: Class 5 contains 31584 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 8365 members 
Mstep: Class 9 contains 2054 members 
Mstep: Class 11 contains 22222 members 
Mstep: Class 12 contains 136993 members 
Mstep: Class 13 contains 51483 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 2950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129376.000000 Penalty: 33526.671875
Iteration 45Q: 16 clusters Score -9.412938e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 94813 members 
Mstep: Class 3 contains 256155 members 
Mstep: Class 4 contains 276991 members 
Mstep: Class 5 contains 31502 members 
Mstep: Class 6 contains 3096 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 8505 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 11 contains 22128 members 
Mstep: Class 12 contains 136775 members 
Mstep: Class 13 contains 51749 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 20 contains 3092 members 
Mstep: Class 21 contains 2959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128808.000000 Penalty: 33526.671875
Iteration 46Q: 16 clusters Score -9.412881e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 94491 members 
Mstep: Class 3 contains 255348 members 
Mstep: Class 4 contains 277526 members 
Mstep: Class 5 contains 31443 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 8636 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 11 contains 22042 members 
Mstep: Class 12 contains 136579 members 
Mstep: Class 13 contains 52020 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 2957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128320.000000 Penalty: 33526.671875
Iteration 47Q: 16 clusters Score -9.412832e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 94196 members 
Mstep: Class 3 contains 254615 members 
Mstep: Class 4 contains 277963 members 
Mstep: Class 5 contains 31405 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 11 contains 21965 members 
Mstep: Class 12 contains 136419 members 
Mstep: Class 13 contains 52303 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128304.000000 Penalty: 33526.671875
Iteration 48Q: 16 clusters Score -9.41283e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 93938 members 
Mstep: Class 3 contains 253934 members 
Mstep: Class 4 contains 278260 members 
Mstep: Class 5 contains 31382 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 8878 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 11 contains 21923 members 
Mstep: Class 12 contains 136338 members 
Mstep: Class 13 contains 52573 members 
Mstep: Class 17 contains 2988 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 2945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128432.000000 Penalty: 33526.671875
Iteration 49Q: 16 clusters Score -9.412843e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 93713 members 
Mstep: Class 3 contains 253272 members 
Mstep: Class 4 contains 278500 members 
Mstep: Class 5 contains 31372 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 9001 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 11 contains 21875 members 
Mstep: Class 12 contains 136310 members 
Mstep: Class 13 contains 52838 members 
Mstep: Class 17 contains 2934 members 
Mstep: Class 20 contains 2938 members 
Mstep: Class 21 contains 2942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128800.000000 Penalty: 33526.671875
Iteration 50Q: 16 clusters Score -9.41288e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 93515 members 
Mstep: Class 3 contains 252670 members 
Mstep: Class 4 contains 278697 members 
Mstep: Class 5 contains 31365 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 9101 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 11 contains 21823 members 
Mstep: Class 12 contains 136301 members 
Mstep: Class 13 contains 53100 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 2941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128512.000000 Penalty: 33526.671875
Iteration 51Q: 16 clusters Score -9.412851e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 93347 members 
Mstep: Class 3 contains 252109 members 
Mstep: Class 4 contains 278837 members 
Mstep: Class 5 contains 31360 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 9180 members 
Mstep: Class 9 contains 2089 members 
Mstep: Class 11 contains 21782 members 
Mstep: Class 12 contains 136322 members 
Mstep: Class 13 contains 53357 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 20 contains 2865 members 
Mstep: Class 21 contains 2941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128208.000000 Penalty: 33526.671875
Iteration 52Q: 16 clusters Score -9.412821e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 93232 members 
Mstep: Class 3 contains 251584 members 
Mstep: Class 4 contains 278938 members 
Mstep: Class 5 contains 31352 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 9258 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 11 contains 21750 members 
Mstep: Class 12 contains 136355 members 
Mstep: Class 13 contains 53594 members 
Mstep: Class 17 contains 2843 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 2945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128120.000000 Penalty: 33526.671875
Iteration 53Q: 16 clusters Score -9.412812e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 93151 members 
Mstep: Class 3 contains 251076 members 
Mstep: Class 4 contains 279081 members 
Mstep: Class 5 contains 31342 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 11 contains 21713 members 
Mstep: Class 12 contains 136384 members 
Mstep: Class 13 contains 53832 members 
Mstep: Class 17 contains 2824 members 
Mstep: Class 20 contains 2806 members 
Mstep: Class 21 contains 2942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128176.000000 Penalty: 33526.671875
Iteration 54Q: 16 clusters Score -9.412818e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 93077 members 
Mstep: Class 3 contains 250630 members 
Mstep: Class 4 contains 279174 members 
Mstep: Class 5 contains 31320 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9432 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 11 contains 21667 members 
Mstep: Class 12 contains 136417 members 
Mstep: Class 13 contains 54065 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 2940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128272.000000 Penalty: 33526.671875
Iteration 55Q: 16 clusters Score -9.412827e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 93021 members 
Mstep: Class 3 contains 250220 members 
Mstep: Class 4 contains 279254 members 
Mstep: Class 5 contains 31311 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9522 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 11 contains 21623 members 
Mstep: Class 12 contains 136451 members 
Mstep: Class 13 contains 54272 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128200.000000 Penalty: 33526.671875
Iteration 56Q: 16 clusters Score -9.41282e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 92988 members 
Mstep: Class 3 contains 249869 members 
Mstep: Class 4 contains 279295 members 
Mstep: Class 5 contains 31312 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9607 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 11 contains 21576 members 
Mstep: Class 12 contains 136482 members 
Mstep: Class 13 contains 54449 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128232.000000 Penalty: 33526.671875
Iteration 57Q: 16 clusters Score -9.412823e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 92948 members 
Mstep: Class 3 contains 249520 members 
Mstep: Class 4 contains 279338 members 
Mstep: Class 5 contains 31312 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9677 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 11 contains 21550 members 
Mstep: Class 12 contains 136519 members 
Mstep: Class 13 contains 54614 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 20 contains 2725 members 
Mstep: Class 21 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128192.000000 Penalty: 33526.671875
Iteration 58Q: 16 clusters Score -9.412819e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 92919 members 
Mstep: Class 3 contains 249203 members 
Mstep: Class 4 contains 279356 members 
Mstep: Class 5 contains 31318 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 136557 members 
Mstep: Class 13 contains 54775 members 
Mstep: Class 17 contains 2728 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128168.000000 Penalty: 33526.671875
Iteration 59Q: 16 clusters Score -9.412817e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 92890 members 
Mstep: Class 3 contains 248958 members 
Mstep: Class 4 contains 279310 members 
Mstep: Class 5 contains 31325 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9790 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21498 members 
Mstep: Class 12 contains 136596 members 
Mstep: Class 13 contains 54918 members 
Mstep: Class 17 contains 2714 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 2926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128128.000000 Penalty: 33526.671875
Iteration 60F: 16 clusters Score -9.412813e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 92858 members 
Mstep: Class 3 contains 248709 members 
Mstep: Class 4 contains 279274 members 
Mstep: Class 5 contains 31309 members 
Mstep: Class 6 contains 3329 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21474 members 
Mstep: Class 12 contains 136685 members 
Mstep: Class 13 contains 55056 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 2923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128000.000000 Penalty: 33526.671875
Iteration 61Q: 16 clusters Score -9.4128e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 92868 members 
Mstep: Class 3 contains 248477 members 
Mstep: Class 4 contains 279229 members 
Mstep: Class 5 contains 31306 members 
Mstep: Class 6 contains 3336 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9897 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21463 members 
Mstep: Class 12 contains 136750 members 
Mstep: Class 13 contains 55173 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 2919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128080.000000 Penalty: 33526.671875
Iteration 62Q: 16 clusters Score -9.412808e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 92876 members 
Mstep: Class 3 contains 248235 members 
Mstep: Class 4 contains 279205 members 
Mstep: Class 5 contains 31301 members 
Mstep: Class 6 contains 3341 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9942 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21448 members 
Mstep: Class 12 contains 136819 members 
Mstep: Class 13 contains 55294 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128000.000000 Penalty: 33526.671875
Iteration 63Q: 16 clusters Score -9.4128e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 92884 members 
Mstep: Class 3 contains 248004 members 
Mstep: Class 4 contains 279183 members 
Mstep: Class 5 contains 31300 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21428 members 
Mstep: Class 12 contains 136892 members 
Mstep: Class 13 contains 55400 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 20 contains 2632 members 
Mstep: Class 21 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127816.000000 Penalty: 33526.671875
Iteration 64Q: 16 clusters Score -9.412782e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 92881 members 
Mstep: Class 3 contains 247804 members 
Mstep: Class 4 contains 279163 members 
Mstep: Class 5 contains 31298 members 
Mstep: Class 6 contains 3341 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10040 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21403 members 
Mstep: Class 12 contains 136941 members 
Mstep: Class 13 contains 55511 members 
Mstep: Class 17 contains 2661 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127608.000000 Penalty: 33526.671875
Iteration 65Q: 16 clusters Score -9.412761e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 92897 members 
Mstep: Class 3 contains 247586 members 
Mstep: Class 4 contains 279130 members 
Mstep: Class 5 contains 31299 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10087 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21391 members 
Mstep: Class 12 contains 136996 members 
Mstep: Class 13 contains 55621 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 2912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127584.000000 Penalty: 33526.671875
Iteration 66Q: 16 clusters Score -9.412758e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 92914 members 
Mstep: Class 3 contains 247402 members 
Mstep: Class 4 contains 279095 members 
Mstep: Class 5 contains 31299 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10136 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21385 members 
Mstep: Class 12 contains 137054 members 
Mstep: Class 13 contains 55701 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127576.000000 Penalty: 33526.671875
Iteration 67Q: 16 clusters Score -9.412758e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 92923 members 
Mstep: Class 3 contains 247219 members 
Mstep: Class 4 contains 279053 members 
Mstep: Class 5 contains 31299 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10185 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21364 members 
Mstep: Class 12 contains 137123 members 
Mstep: Class 13 contains 55797 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127688.000000 Penalty: 33526.671875
Iteration 68Q: 16 clusters Score -9.412769e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 92927 members 
Mstep: Class 3 contains 247080 members 
Mstep: Class 4 contains 279008 members 
Mstep: Class 5 contains 31295 members 
Mstep: Class 6 contains 3355 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10235 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21347 members 
Mstep: Class 12 contains 137170 members 
Mstep: Class 13 contains 55880 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127576.000000 Penalty: 33526.671875
Iteration 69Q: 16 clusters Score -9.412758e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 92923 members 
Mstep: Class 3 contains 246937 members 
Mstep: Class 4 contains 278969 members 
Mstep: Class 5 contains 31297 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10279 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21336 members 
Mstep: Class 12 contains 137211 members 
Mstep: Class 13 contains 55976 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127560.000000 Penalty: 33526.671875
Iteration 70Q: 16 clusters Score -9.412756e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 92934 members 
Mstep: Class 3 contains 246814 members 
Mstep: Class 4 contains 278934 members 
Mstep: Class 5 contains 31299 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21321 members 
Mstep: Class 12 contains 137238 members 
Mstep: Class 13 contains 56054 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127664.000000 Penalty: 33526.671875
Iteration 71Q: 16 clusters Score -9.412766e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 92934 members 
Mstep: Class 3 contains 246710 members 
Mstep: Class 4 contains 278891 members 
Mstep: Class 5 contains 31299 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21313 members 
Mstep: Class 12 contains 137262 members 
Mstep: Class 13 contains 56130 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127576.000000 Penalty: 33526.671875
Iteration 72Q: 16 clusters Score -9.412758e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 92950 members 
Mstep: Class 3 contains 246601 members 
Mstep: Class 4 contains 278839 members 
Mstep: Class 5 contains 31300 members 
Mstep: Class 6 contains 3369 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10406 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21313 members 
Mstep: Class 12 contains 137289 members 
Mstep: Class 13 contains 56203 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127576.000000 Penalty: 33526.671875
Iteration 73Q: 16 clusters Score -9.412758e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 92963 members 
Mstep: Class 3 contains 246502 members 
Mstep: Class 4 contains 278782 members 
Mstep: Class 5 contains 31301 members 
Mstep: Class 6 contains 3371 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10447 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21308 members 
Mstep: Class 12 contains 137305 members 
Mstep: Class 13 contains 56284 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127472.000000 Penalty: 33526.671875
Iteration 74Q: 16 clusters Score -9.412747e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 92972 members 
Mstep: Class 3 contains 246404 members 
Mstep: Class 4 contains 278756 members 
Mstep: Class 5 contains 31296 members 
Mstep: Class 6 contains 3374 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10495 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21302 members 
Mstep: Class 12 contains 137319 members 
Mstep: Class 13 contains 56355 members 
Mstep: Class 17 contains 2457 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127560.000000 Penalty: 33526.671875
Iteration 75Q: 16 clusters Score -9.412756e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 92993 members 
Mstep: Class 3 contains 246305 members 
Mstep: Class 4 contains 278723 members 
Mstep: Class 5 contains 31294 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21294 members 
Mstep: Class 12 contains 137330 members 
Mstep: Class 13 contains 56424 members 
Mstep: Class 17 contains 2439 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127720.000000 Penalty: 33526.671875
Iteration 76Q: 16 clusters Score -9.412772e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 93020 members 
Mstep: Class 3 contains 246180 members 
Mstep: Class 4 contains 278682 members 
Mstep: Class 5 contains 31299 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10582 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21285 members 
Mstep: Class 12 contains 137349 members 
Mstep: Class 13 contains 56502 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127880.000000 Penalty: 33526.671875
Iteration 77Q: 16 clusters Score -9.412788e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 93047 members 
Mstep: Class 3 contains 246054 members 
Mstep: Class 4 contains 278660 members 
Mstep: Class 5 contains 31308 members 
Mstep: Class 6 contains 3378 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10620 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 137369 members 
Mstep: Class 13 contains 56581 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127920.000000 Penalty: 33526.671875
Iteration 78Q: 16 clusters Score -9.412792e+07 nChanged 345
Entering ConstructFrom: 
Score: -94127920.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (52294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Entering Unmasked Estep 
Score: -5212185.000000 Penalty: 1765.503540
	Iteration 0F: 2 clusters Score -5212185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5177231.500000 Penalty: 3531.007080
	Iteration 0F: 3 clusters Score -5177232 nChanged 24634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -5190975.500000 Penalty: 3531.007080
	Iteration 1F: 3 clusters Score -5190976 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -5191381.500000 Penalty: 3531.007080
	Iteration 2Q: 3 clusters Score -5191382 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -5191689.500000 Penalty: 3531.007080
	Iteration 3Q: 3 clusters Score -5191690 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -5192036.000000 Penalty: 3531.007080
	Iteration 4Q: 3 clusters Score -5192036 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -5192383.500000 Penalty: 3531.007080
	Iteration 5Q: 3 clusters Score -5192384 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -5192775.000000 Penalty: 3531.007080
	Iteration 6Q: 3 clusters Score -5192775 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5193197.500000 Penalty: 3531.007080
	Iteration 7Q: 3 clusters Score -5193198 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -5193838.000000 Penalty: 3531.007080
	Iteration 8Q: 3 clusters Score -5193838 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -5194642.000000 Penalty: 3531.007080
	Iteration 9Q: 3 clusters Score -5194642 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5195915.000000 Penalty: 3531.007080
	Iteration 10Q: 3 clusters Score -5195915 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -5197769.000000 Penalty: 3531.007080
	Iteration 11F: 3 clusters Score -5197769 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -5200220.500000 Penalty: 3531.007080
	Iteration 12F: 3 clusters Score -5200220 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -5202784.500000 Penalty: 3531.007080
	Iteration 13F: 3 clusters Score -5202784 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -5205134.500000 Penalty: 3531.007080
	Iteration 14F: 3 clusters Score -5205134 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -5206906.000000 Penalty: 3531.007080
	Iteration 15Q: 3 clusters Score -5206906 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5208257.500000 Penalty: 3531.007080
	Iteration 16Q: 3 clusters Score -5208258 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5209186.500000 Penalty: 3531.007080
	Iteration 17Q: 3 clusters Score -5209186 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5209744.000000 Penalty: 3531.007080
	Iteration 18Q: 3 clusters Score -5209744 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5210065.500000 Penalty: 3531.007080
	Iteration 19Q: 3 clusters Score -5210066 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5210264.500000 Penalty: 3531.007080
	Iteration 20F: 3 clusters Score -5210264 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5210441.000000 Penalty: 3531.007080
	Iteration 21Q: 3 clusters Score -5210441 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5210534.500000 Penalty: 3531.007080
	Iteration 22Q: 3 clusters Score -5210534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5210587.500000 Penalty: 3531.007080
	Iteration 23Q: 3 clusters Score -5210588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5210626.500000 Penalty: 3531.007080
	Iteration 24Q: 3 clusters Score -5210626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5210657.500000 Penalty: 3531.007080
	Iteration 25Q: 3 clusters Score -5210658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5210675.000000 Penalty: 3531.007080
	Iteration 26Q: 3 clusters Score -5210675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5210677.000000 Penalty: 3531.007080
	Iteration 27Q: 3 clusters Score -5210677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5210688.500000 Penalty: 3531.007080
	Iteration 28Q: 3 clusters Score -5210688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5210695.000000 Penalty: 3531.007080
	Iteration 29Q: 3 clusters Score -5210695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5210705.500000 Penalty: 3531.007080
	Iteration 30Q: 3 clusters Score -5210706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5210713.000000 Penalty: 3531.007080
	Iteration 31Q: 3 clusters Score -5210713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5210717.000000 Penalty: 3531.007080
	Iteration 32Q: 3 clusters Score -5210717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5210734.500000 Penalty: 3531.007080
	Iteration 33Q: 3 clusters Score -5210734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5210739.000000 Penalty: 3531.007080
	Iteration 34Q: 3 clusters Score -5210739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5210747.500000 Penalty: 3531.007080
	Iteration 35Q: 3 clusters Score -5210748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5210753.500000 Penalty: 3531.007080
	Iteration 36Q: 3 clusters Score -5210754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5210765.500000 Penalty: 3531.007080
	Iteration 37Q: 3 clusters Score -5210766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5210771.000000 Penalty: 3531.007080
	Iteration 38Q: 3 clusters Score -5210771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5210780.500000 Penalty: 3531.007080
	Iteration 39Q: 3 clusters Score -5210780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5210781.500000 Penalty: 3531.007080
	Iteration 40F: 3 clusters Score -5210782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5210788.500000 Penalty: 3531.007080
	Iteration 41Q: 3 clusters Score -5210788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5210792.000000 Penalty: 3531.007080
	Iteration 42Q: 3 clusters Score -5210792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5210792.000000 Penalty: 3531.007080
	Iteration 43F: 3 clusters Score -5210792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Entering Unmasked Estep 
Score: -9636440.000000 Penalty: 1859.186768
	Iteration 0F: 2 clusters Score -9636440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -9574133.000000 Penalty: 3718.373535
	Iteration 0F: 3 clusters Score -9574133 nChanged 44560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -9600652.000000 Penalty: 3718.373535
	Iteration 1F: 3 clusters Score -9600652 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -9601674.000000 Penalty: 3718.373535
	Iteration 2Q: 3 clusters Score -9601674 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -9602759.000000 Penalty: 3718.373535
	Iteration 3Q: 3 clusters Score -9602759 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -9604557.000000 Penalty: 3718.373535
	Iteration 4Q: 3 clusters Score -9604557 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -9607250.000000 Penalty: 3718.373535
	Iteration 5F: 3 clusters Score -9607250 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -9611098.000000 Penalty: 3718.373535
	Iteration 6F: 3 clusters Score -9611098 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -9615743.000000 Penalty: 3718.373535
	Iteration 7F: 3 clusters Score -9615743 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -9619796.000000 Penalty: 3718.373535
	Iteration 8F: 3 clusters Score -9619796 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -9621986.000000 Penalty: 3718.373535
	Iteration 9Q: 3 clusters Score -9621986 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -9622810.000000 Penalty: 3718.373535
	Iteration 10Q: 3 clusters Score -9622810 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -9623137.000000 Penalty: 3718.373535
	Iteration 11Q: 3 clusters Score -9623137 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -9623388.000000 Penalty: 3718.373535
	Iteration 12Q: 3 clusters Score -9623388 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -9623564.000000 Penalty: 3718.373535
	Iteration 13Q: 3 clusters Score -9623564 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -9623759.000000 Penalty: 3718.373535
	Iteration 14Q: 3 clusters Score -9623759 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -9623945.000000 Penalty: 3718.373535
	Iteration 15Q: 3 clusters Score -9623945 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -9624150.000000 Penalty: 3718.373535
	Iteration 16Q: 3 clusters Score -9624150 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -9624333.000000 Penalty: 3718.373535
	Iteration 17Q: 3 clusters Score -9624333 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -9624522.000000 Penalty: 3718.373535
	Iteration 18Q: 3 clusters Score -9624522 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -9624701.000000 Penalty: 3718.373535
	Iteration 19Q: 3 clusters Score -9624701 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -9624855.000000 Penalty: 3718.373535
	Iteration 20F: 3 clusters Score -9624855 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -9625082.000000 Penalty: 3718.373535
	Iteration 21Q: 3 clusters Score -9625082 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -9625218.000000 Penalty: 3718.373535
	Iteration 22Q: 3 clusters Score -9625218 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -9625368.000000 Penalty: 3718.373535
	Iteration 23Q: 3 clusters Score -9625368 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -9625573.000000 Penalty: 3718.373535
	Iteration 24Q: 3 clusters Score -9625573 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -9625828.000000 Penalty: 3718.373535
	Iteration 25Q: 3 clusters Score -9625828 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -9626086.000000 Penalty: 3718.373535
	Iteration 26Q: 3 clusters Score -9626086 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -9626320.000000 Penalty: 3718.373535
	Iteration 27Q: 3 clusters Score -9626320 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -9626552.000000 Penalty: 3718.373535
	Iteration 28Q: 3 clusters Score -9626552 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -9626813.000000 Penalty: 3718.373535
	Iteration 29Q: 3 clusters Score -9626813 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -9627038.000000 Penalty: 3718.373535
	Iteration 30Q: 3 clusters Score -9627038 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -9627250.000000 Penalty: 3718.373535
	Iteration 31Q: 3 clusters Score -9627250 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -9627506.000000 Penalty: 3718.373535
	Iteration 32Q: 3 clusters Score -9627506 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -9627765.000000 Penalty: 3718.373535
	Iteration 33Q: 3 clusters Score -9627765 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -9628114.000000 Penalty: 3718.373535
	Iteration 34Q: 3 clusters Score -9628114 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -9628359.000000 Penalty: 3718.373535
	Iteration 35Q: 3 clusters Score -9628359 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -9628574.000000 Penalty: 3718.373535
	Iteration 36Q: 3 clusters Score -9628574 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -9628899.000000 Penalty: 3718.373535
	Iteration 37Q: 3 clusters Score -9628899 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -9629145.000000 Penalty: 3718.373535
	Iteration 38Q: 3 clusters Score -9629145 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -9629390.000000 Penalty: 3718.373535
	Iteration 39Q: 3 clusters Score -9629390 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -9629657.000000 Penalty: 3718.373535
	Iteration 40F: 3 clusters Score -9629657 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -9629924.000000 Penalty: 3718.373535
	Iteration 41Q: 3 clusters Score -9629924 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -9630232.000000 Penalty: 3718.373535
	Iteration 42Q: 3 clusters Score -9630232 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -9630574.000000 Penalty: 3718.373535
	Iteration 43Q: 3 clusters Score -9630574 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -9630930.000000 Penalty: 3718.373535
	Iteration 44Q: 3 clusters Score -9630930 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -9631308.000000 Penalty: 3718.373535
	Iteration 45Q: 3 clusters Score -9631308 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -9631698.000000 Penalty: 3718.373535
	Iteration 46Q: 3 clusters Score -9631698 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -9632023.000000 Penalty: 3718.373535
	Iteration 47Q: 3 clusters Score -9632023 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -9632423.000000 Penalty: 3718.373535
	Iteration 48Q: 3 clusters Score -9632423 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -9632756.000000 Penalty: 3718.373535
	Iteration 49Q: 3 clusters Score -9632756 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -9633088.000000 Penalty: 3718.373535
	Iteration 50Q: 3 clusters Score -9633088 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -9633356.000000 Penalty: 3718.373535
	Iteration 51Q: 3 clusters Score -9633356 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -9633532.000000 Penalty: 3718.373535
	Iteration 52Q: 3 clusters Score -9633532 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -9633730.000000 Penalty: 3718.373535
	Iteration 53Q: 3 clusters Score -9633730 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9633920.000000 Penalty: 3718.373535
	Iteration 54Q: 3 clusters Score -9633920 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90450 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9634103.000000 Penalty: 3718.373535
	Iteration 55Q: 3 clusters Score -9634103 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9634259.000000 Penalty: 3718.373535
	Iteration 56Q: 3 clusters Score -9634259 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9634348.000000 Penalty: 3718.373535
	Iteration 57Q: 3 clusters Score -9634348 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9634459.000000 Penalty: 3718.373535
	Iteration 58Q: 3 clusters Score -9634459 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9634527.000000 Penalty: 3718.373535
	Iteration 59Q: 3 clusters Score -9634527 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9634615.000000 Penalty: 3718.373535
	Iteration 60F: 3 clusters Score -9634615 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91776 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9634649.000000 Penalty: 3718.373535
	Iteration 61Q: 3 clusters Score -9634649 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91872 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9634707.000000 Penalty: 3718.373535
	Iteration 62Q: 3 clusters Score -9634707 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9634736.000000 Penalty: 3718.373535
	Iteration 63Q: 3 clusters Score -9634736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9634759.000000 Penalty: 3718.373535
	Iteration 64Q: 3 clusters Score -9634759 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9634786.000000 Penalty: 3718.373535
	Iteration 65Q: 3 clusters Score -9634786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9634796.000000 Penalty: 3718.373535
	Iteration 66Q: 3 clusters Score -9634796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9634821.000000 Penalty: 3718.373535
	Iteration 67Q: 3 clusters Score -9634821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9634829.000000 Penalty: 3718.373535
	Iteration 68Q: 3 clusters Score -9634829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9634850.000000 Penalty: 3718.373535
	Iteration 69Q: 3 clusters Score -9634850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9634862.000000 Penalty: 3718.373535
	Iteration 70Q: 3 clusters Score -9634862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92240 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9634867.000000 Penalty: 3718.373535
	Iteration 71Q: 3 clusters Score -9634867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92252 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9634877.000000 Penalty: 3718.373535
	Iteration 72Q: 3 clusters Score -9634877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92261 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9634876.000000 Penalty: 3718.373535
	Iteration 73Q: 3 clusters Score -9634876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9634887.000000 Penalty: 3718.373535
	Iteration 74Q: 3 clusters Score -9634887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9634892.000000 Penalty: 3718.373535
	Iteration 75Q: 3 clusters Score -9634892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9634896.000000 Penalty: 3718.373535
	Iteration 76Q: 3 clusters Score -9634896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9634892.000000 Penalty: 3718.373535
	Iteration 77Q: 3 clusters Score -9634892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9634906.000000 Penalty: 3718.373535
	Iteration 78Q: 3 clusters Score -9634906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92309 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9634911.000000 Penalty: 3718.373535
	Iteration 79Q: 3 clusters Score -9634911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9634897.000000 Penalty: 3718.373535
	Iteration 80F: 3 clusters Score -9634897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9634902.000000 Penalty: 3718.373535
	Iteration 81Q: 3 clusters Score -9634902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9634913.000000 Penalty: 3718.373535
	Iteration 82Q: 3 clusters Score -9634913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92348 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9634913.000000 Penalty: 3718.373535
	Iteration 83Q: 3 clusters Score -9634913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9634915.000000 Penalty: 3718.373535
	Iteration 84Q: 3 clusters Score -9634915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9634919.000000 Penalty: 3718.373535
	Iteration 85Q: 3 clusters Score -9634919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9634926.000000 Penalty: 3718.373535
	Iteration 86Q: 3 clusters Score -9634926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9634927.000000 Penalty: 3718.373535
	Iteration 87Q: 3 clusters Score -9634927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9634925.000000 Penalty: 3718.373535
	Iteration 88Q: 3 clusters Score -9634925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9634932.000000 Penalty: 3718.373535
	Iteration 89Q: 3 clusters Score -9634932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9634932.000000 Penalty: 3718.373535
	Iteration 90Q: 3 clusters Score -9634932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9634933.000000 Penalty: 3718.373535
	Iteration 91Q: 3 clusters Score -9634933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9634933.000000 Penalty: 3718.373535
	Iteration 92F: 3 clusters Score -9634933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (245916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245916 members 
Entering Unmasked Estep 
Score: -24991926.000000 Penalty: 2017.071167
	Iteration 0F: 2 clusters Score -2.499193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122639 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -24829762.000000 Penalty: 4034.142334
	Iteration 0F: 3 clusters Score -2.482976e+07 nChanged 119316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117377 members 
Mstep: Class 2 contains 128539 members 
Entering Unmasked Estep 
Score: -24902260.000000 Penalty: 4034.142334
	Iteration 1F: 3 clusters Score -2.490226e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 132205 members 
Entering Unmasked Estep 
Score: -24905618.000000 Penalty: 4034.142334
	Iteration 2Q: 3 clusters Score -2.490562e+07 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107839 members 
Mstep: Class 2 contains 138077 members 
Entering Unmasked Estep 
Score: -24911106.000000 Penalty: 4034.142334
	Iteration 3Q: 3 clusters Score -2.491111e+07 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 146964 members 
Entering Unmasked Estep 
Score: -24919824.000000 Penalty: 4034.142334
	Iteration 4F: 3 clusters Score -2.491982e+07 nChanged 17702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -24932826.000000 Penalty: 4034.142334
	Iteration 5F: 3 clusters Score -2.493283e+07 nChanged 18831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 173365 members 
Entering Unmasked Estep 
Score: -24949386.000000 Penalty: 4034.142334
	Iteration 6F: 3 clusters Score -2.494939e+07 nChanged 16744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 185807 members 
Entering Unmasked Estep 
Score: -24963904.000000 Penalty: 4034.142334
	Iteration 7F: 3 clusters Score -2.49639e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 194396 members 
Entering Unmasked Estep 
Score: -24972596.000000 Penalty: 4034.142334
	Iteration 8Q: 3 clusters Score -2.49726e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 200730 members 
Entering Unmasked Estep 
Score: -24977044.000000 Penalty: 4034.142334
	Iteration 9Q: 3 clusters Score -2.497704e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 205921 members 
Entering Unmasked Estep 
Score: -24979488.000000 Penalty: 4034.142334
	Iteration 10Q: 3 clusters Score -2.497949e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 210311 members 
Entering Unmasked Estep 
Score: -24981362.000000 Penalty: 4034.142334
	Iteration 11Q: 3 clusters Score -2.498136e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 214156 members 
Entering Unmasked Estep 
Score: -24982868.000000 Penalty: 4034.142334
	Iteration 12Q: 3 clusters Score -2.498287e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 217611 members 
Entering Unmasked Estep 
Score: -24983998.000000 Penalty: 4034.142334
	Iteration 13Q: 3 clusters Score -2.4984e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 220634 members 
Entering Unmasked Estep 
Score: -24984826.000000 Penalty: 4034.142334
	Iteration 14Q: 3 clusters Score -2.498483e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 223452 members 
Entering Unmasked Estep 
Score: -24985712.000000 Penalty: 4034.142334
	Iteration 15Q: 3 clusters Score -2.498571e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 226079 members 
Entering Unmasked Estep 
Score: -24986570.000000 Penalty: 4034.142334
	Iteration 16Q: 3 clusters Score -2.498657e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 228415 members 
Entering Unmasked Estep 
Score: -24987288.000000 Penalty: 4034.142334
	Iteration 17Q: 3 clusters Score -2.498729e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 230476 members 
Entering Unmasked Estep 
Score: -24987886.000000 Penalty: 4034.142334
	Iteration 18Q: 3 clusters Score -2.498789e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 232332 members 
Entering Unmasked Estep 
Score: -24988302.000000 Penalty: 4034.142334
	Iteration 19Q: 3 clusters Score -2.49883e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 234006 members 
Entering Unmasked Estep 
Score: -24988826.000000 Penalty: 4034.142334
	Iteration 20F: 3 clusters Score -2.498883e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 235523 members 
Entering Unmasked Estep 
Score: -24989146.000000 Penalty: 4034.142334
	Iteration 21Q: 3 clusters Score -2.498915e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 236749 members 
Entering Unmasked Estep 
Score: -24989460.000000 Penalty: 4034.142334
	Iteration 22Q: 3 clusters Score -2.498946e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 237856 members 
Entering Unmasked Estep 
Score: -24989798.000000 Penalty: 4034.142334
	Iteration 23Q: 3 clusters Score -2.49898e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 238797 members 
Entering Unmasked Estep 
Score: -24990076.000000 Penalty: 4034.142334
	Iteration 24Q: 3 clusters Score -2.499008e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 239611 members 
Entering Unmasked Estep 
Score: -24990180.000000 Penalty: 4034.142334
	Iteration 25Q: 3 clusters Score -2.499018e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 240277 members 
Entering Unmasked Estep 
Score: -24990310.000000 Penalty: 4034.142334
	Iteration 26Q: 3 clusters Score -2.499031e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 240800 members 
Entering Unmasked Estep 
Score: -24990370.000000 Penalty: 4034.142334
	Iteration 27Q: 3 clusters Score -2.499037e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 241274 members 
Entering Unmasked Estep 
Score: -24990450.000000 Penalty: 4034.142334
	Iteration 28Q: 3 clusters Score -2.499045e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 241685 members 
Entering Unmasked Estep 
Score: -24990494.000000 Penalty: 4034.142334
	Iteration 29Q: 3 clusters Score -2.499049e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 242023 members 
Entering Unmasked Estep 
Score: -24990574.000000 Penalty: 4034.142334
	Iteration 30Q: 3 clusters Score -2.499057e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 242314 members 
Entering Unmasked Estep 
Score: -24990602.000000 Penalty: 4034.142334
	Iteration 31Q: 3 clusters Score -2.49906e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 242553 members 
Entering Unmasked Estep 
Score: -24990642.000000 Penalty: 4034.142334
	Iteration 32Q: 3 clusters Score -2.499064e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 242759 members 
Entering Unmasked Estep 
Score: -24990680.000000 Penalty: 4034.142334
	Iteration 33Q: 3 clusters Score -2.499068e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 242926 members 
Entering Unmasked Estep 
Score: -24990678.000000 Penalty: 4034.142334
	Iteration 34Q: 3 clusters Score -2.499068e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 243074 members 
Entering Unmasked Estep 
Score: -24990708.000000 Penalty: 4034.142334
	Iteration 35Q: 3 clusters Score -2.499071e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 243207 members 
Entering Unmasked Estep 
Score: -24990778.000000 Penalty: 4034.142334
	Iteration 36Q: 3 clusters Score -2.499078e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 243330 members 
Entering Unmasked Estep 
Score: -24990818.000000 Penalty: 4034.142334
	Iteration 37Q: 3 clusters Score -2.499082e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 243423 members 
Entering Unmasked Estep 
Score: -24990840.000000 Penalty: 4034.142334
	Iteration 38Q: 3 clusters Score -2.499084e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 243511 members 
Entering Unmasked Estep 
Score: -24990824.000000 Penalty: 4034.142334
	Iteration 39Q: 3 clusters Score -2.499082e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 243588 members 
Entering Unmasked Estep 
Score: -24990818.000000 Penalty: 4034.142334
	Iteration 40F: 3 clusters Score -2.499082e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 243655 members 
Entering Unmasked Estep 
Score: -24990842.000000 Penalty: 4034.142334
	Iteration 41Q: 3 clusters Score -2.499084e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 243710 members 
Entering Unmasked Estep 
Score: -24990826.000000 Penalty: 4034.142334
	Iteration 42Q: 3 clusters Score -2.499083e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 243770 members 
Entering Unmasked Estep 
Score: -24990826.000000 Penalty: 4034.142334
	Iteration 43Q: 3 clusters Score -2.499083e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 243817 members 
Entering Unmasked Estep 
Score: -24990860.000000 Penalty: 4034.142334
	Iteration 44Q: 3 clusters Score -2.499086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 243854 members 
Entering Unmasked Estep 
Score: -24990874.000000 Penalty: 4034.142334
	Iteration 45Q: 3 clusters Score -2.499087e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 243893 members 
Entering Unmasked Estep 
Score: -24990902.000000 Penalty: 4034.142334
	Iteration 46Q: 3 clusters Score -2.49909e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 243924 members 
Entering Unmasked Estep 
Score: -24990888.000000 Penalty: 4034.142334
	Iteration 47Q: 3 clusters Score -2.499089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 243950 members 
Entering Unmasked Estep 
Score: -24990876.000000 Penalty: 4034.142334
	Iteration 48Q: 3 clusters Score -2.499088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 243971 members 
Entering Unmasked Estep 
Score: -24990890.000000 Penalty: 4034.142334
	Iteration 49Q: 3 clusters Score -2.499089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 243991 members 
Entering Unmasked Estep 
Score: -24990892.000000 Penalty: 4034.142334
	Iteration 50Q: 3 clusters Score -2.499089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 244007 members 
Entering Unmasked Estep 
Score: -24990880.000000 Penalty: 4034.142334
	Iteration 51Q: 3 clusters Score -2.499088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 244027 members 
Entering Unmasked Estep 
Score: -24990882.000000 Penalty: 4034.142334
	Iteration 52Q: 3 clusters Score -2.499088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 244050 members 
Entering Unmasked Estep 
Score: -24990874.000000 Penalty: 4034.142334
	Iteration 53Q: 3 clusters Score -2.499087e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 244081 members 
Entering Unmasked Estep 
Score: -24990894.000000 Penalty: 4034.142334
	Iteration 54Q: 3 clusters Score -2.499089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 244102 members 
Entering Unmasked Estep 
Score: -24990884.000000 Penalty: 4034.142334
	Iteration 55Q: 3 clusters Score -2.499088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 244129 members 
Entering Unmasked Estep 
Score: -24990832.000000 Penalty: 4034.142334
	Iteration 56Q: 3 clusters Score -2.499083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 244145 members 
Entering Unmasked Estep 
Score: -24990848.000000 Penalty: 4034.142334
	Iteration 57Q: 3 clusters Score -2.499085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 244161 members 
Entering Unmasked Estep 
Score: -24990842.000000 Penalty: 4034.142334
	Iteration 58Q: 3 clusters Score -2.499084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 244181 members 
Entering Unmasked Estep 
Score: -24990838.000000 Penalty: 4034.142334
	Iteration 59Q: 3 clusters Score -2.499084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 244203 members 
Entering Unmasked Estep 
Score: -24990840.000000 Penalty: 4034.142334
	Iteration 60F: 3 clusters Score -2.499084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 244219 members 
Entering Unmasked Estep 
Score: -24990846.000000 Penalty: 4034.142334
	Iteration 61Q: 3 clusters Score -2.499085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 244230 members 
Entering Unmasked Estep 
Score: -24990850.000000 Penalty: 4034.142334
	Iteration 62Q: 3 clusters Score -2.499085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 244250 members 
Entering Unmasked Estep 
Score: -24990846.000000 Penalty: 4034.142334
	Iteration 63Q: 3 clusters Score -2.499085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 244269 members 
Entering Unmasked Estep 
Score: -24990856.000000 Penalty: 4034.142334
	Iteration 64Q: 3 clusters Score -2.499086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 244279 members 
Entering Unmasked Estep 
Score: -24990862.000000 Penalty: 4034.142334
	Iteration 65Q: 3 clusters Score -2.499086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 244288 members 
Entering Unmasked Estep 
Score: -24990868.000000 Penalty: 4034.142334
	Iteration 66Q: 3 clusters Score -2.499087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 244296 members 
Entering Unmasked Estep 
Score: -24990864.000000 Penalty: 4034.142334
	Iteration 67Q: 3 clusters Score -2.499086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 244305 members 
Entering Unmasked Estep 
Score: -24990856.000000 Penalty: 4034.142334
	Iteration 68Q: 3 clusters Score -2.499086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 244316 members 
Entering Unmasked Estep 
Score: -24990870.000000 Penalty: 4034.142334
	Iteration 69Q: 3 clusters Score -2.499087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 244324 members 
Entering Unmasked Estep 
Score: -24990886.000000 Penalty: 4034.142334
	Iteration 70Q: 3 clusters Score -2.499089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 244331 members 
Entering Unmasked Estep 
Score: -24990894.000000 Penalty: 4034.142334
	Iteration 71Q: 3 clusters Score -2.499089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 244340 members 
Entering Unmasked Estep 
Score: -24990888.000000 Penalty: 4034.142334
	Iteration 72Q: 3 clusters Score -2.499089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 244350 members 
Entering Unmasked Estep 
Score: -24990906.000000 Penalty: 4034.142334
	Iteration 73Q: 3 clusters Score -2.499091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 244360 members 
Entering Unmasked Estep 
Score: -24990888.000000 Penalty: 4034.142334
	Iteration 74Q: 3 clusters Score -2.499089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 244369 members 
Entering Unmasked Estep 
Score: -24990878.000000 Penalty: 4034.142334
	Iteration 75Q: 3 clusters Score -2.499088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 244375 members 
Entering Unmasked Estep 
Score: -24990880.000000 Penalty: 4034.142334
	Iteration 76Q: 3 clusters Score -2.499088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 244384 members 
Entering Unmasked Estep 
Score: -24990888.000000 Penalty: 4034.142334
	Iteration 77Q: 3 clusters Score -2.499089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 244391 members 
Entering Unmasked Estep 
Score: -24990900.000000 Penalty: 4034.142334
	Iteration 78Q: 3 clusters Score -2.49909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 244394 members 
Entering Unmasked Estep 
Score: -24990904.000000 Penalty: 4034.142334
	Iteration 79Q: 3 clusters Score -2.49909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 244399 members 
Entering Unmasked Estep 
Score: -24990914.000000 Penalty: 4034.142334
	Iteration 80F: 3 clusters Score -2.499091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 244402 members 
Entering Unmasked Estep 
Score: -24990926.000000 Penalty: 4034.142334
	Iteration 81Q: 3 clusters Score -2.499093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 244403 members 
Entering Unmasked Estep 
Score: -24990892.000000 Penalty: 4034.142334
	Iteration 82Q: 3 clusters Score -2.499089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 244410 members 
Entering Unmasked Estep 
Score: -24990886.000000 Penalty: 4034.142334
	Iteration 83Q: 3 clusters Score -2.499089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 244414 members 
Entering Unmasked Estep 
Score: -24990892.000000 Penalty: 4034.142334
	Iteration 84Q: 3 clusters Score -2.499089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 244419 members 
Entering Unmasked Estep 
Score: -24990896.000000 Penalty: 4034.142334
	Iteration 85Q: 3 clusters Score -2.49909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 244424 members 
Entering Unmasked Estep 
Score: -24990888.000000 Penalty: 4034.142334
	Iteration 86Q: 3 clusters Score -2.499089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 244425 members 
Entering Unmasked Estep 
Score: -24990892.000000 Penalty: 4034.142334
	Iteration 87Q: 3 clusters Score -2.499089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 244427 members 
Entering Unmasked Estep 
Score: -24990892.000000 Penalty: 4034.142334
	Iteration 88Q: 3 clusters Score -2.499089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 244427 members 
Entering Unmasked Estep 
Score: -24990882.000000 Penalty: 4034.142334
	Iteration 89Q: 3 clusters Score -2.499088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 244429 members 
Entering Unmasked Estep 
Score: -24990894.000000 Penalty: 4034.142334
	Iteration 90Q: 3 clusters Score -2.499089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 244432 members 
Entering Unmasked Estep 
Score: -24990892.000000 Penalty: 4034.142334
	Iteration 91Q: 3 clusters Score -2.499089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 244433 members 
Entering Unmasked Estep 
Score: -24990890.000000 Penalty: 4034.142334
	Iteration 92Q: 3 clusters Score -2.499089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 244434 members 
Entering Unmasked Estep 
Score: -24990894.000000 Penalty: 4034.142334
	Iteration 93Q: 3 clusters Score -2.499089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 244434 members 
Entering Unmasked Estep 
Score: -24990894.000000 Penalty: 4034.142334
	Iteration 94F: 3 clusters Score -2.499089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (278661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278661 members 
Entering Unmasked Estep 
Score: -28289924.000000 Penalty: 2037.384521
	Iteration 0F: 2 clusters Score -2.828992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139199 members 
Mstep: Class 2 contains 139462 members 
Entering Unmasked Estep 
Score: -28111700.000000 Penalty: 4074.769043
	Iteration 0F: 3 clusters Score -2.81117e+07 nChanged 135453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139086 members 
Mstep: Class 2 contains 139575 members 
Entering Unmasked Estep 
Score: -28192576.000000 Penalty: 4074.769043
	Iteration 1F: 3 clusters Score -2.819258e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138629 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -28193694.000000 Penalty: 4074.769043
	Iteration 2Q: 3 clusters Score -2.819369e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137845 members 
Mstep: Class 2 contains 140816 members 
Entering Unmasked Estep 
Score: -28195034.000000 Penalty: 4074.769043
	Iteration 3Q: 3 clusters Score -2.819503e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136482 members 
Mstep: Class 2 contains 142179 members 
Entering Unmasked Estep 
Score: -28197150.000000 Penalty: 4074.769043
	Iteration 4Q: 3 clusters Score -2.819715e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134459 members 
Mstep: Class 2 contains 144202 members 
Entering Unmasked Estep 
Score: -28200028.000000 Penalty: 4074.769043
	Iteration 5Q: 3 clusters Score -2.820003e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131437 members 
Mstep: Class 2 contains 147224 members 
Entering Unmasked Estep 
Score: -28205198.000000 Penalty: 4074.769043
	Iteration 6Q: 3 clusters Score -2.82052e+07 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127414 members 
Mstep: Class 2 contains 151247 members 
Entering Unmasked Estep 
Score: -28214060.000000 Penalty: 4074.769043
	Iteration 7Q: 3 clusters Score -2.821406e+07 nChanged 17389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 155616 members 
Entering Unmasked Estep 
Score: -28227790.000000 Penalty: 4074.769043
	Iteration 8F: 3 clusters Score -2.822779e+07 nChanged 19105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119824 members 
Mstep: Class 2 contains 158837 members 
Entering Unmasked Estep 
Score: -28241766.000000 Penalty: 4074.769043
	Iteration 9F: 3 clusters Score -2.824177e+07 nChanged 15656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 160603 members 
Entering Unmasked Estep 
Score: -28248970.000000 Penalty: 4074.769043
	Iteration 10F: 3 clusters Score -2.824897e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 161670 members 
Entering Unmasked Estep 
Score: -28250978.000000 Penalty: 4074.769043
	Iteration 11Q: 3 clusters Score -2.825098e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115919 members 
Mstep: Class 2 contains 162742 members 
Entering Unmasked Estep 
Score: -28251594.000000 Penalty: 4074.769043
	Iteration 12Q: 3 clusters Score -2.825159e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114865 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -28251808.000000 Penalty: 4074.769043
	Iteration 13Q: 3 clusters Score -2.825181e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113929 members 
Mstep: Class 2 contains 164732 members 
Entering Unmasked Estep 
Score: -28252050.000000 Penalty: 4074.769043
	Iteration 14Q: 3 clusters Score -2.825205e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113057 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -28252444.000000 Penalty: 4074.769043
	Iteration 15Q: 3 clusters Score -2.825244e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112200 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -28252752.000000 Penalty: 4074.769043
	Iteration 16Q: 3 clusters Score -2.825275e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111517 members 
Mstep: Class 2 contains 167144 members 
Entering Unmasked Estep 
Score: -28253056.000000 Penalty: 4074.769043
	Iteration 17Q: 3 clusters Score -2.825306e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110855 members 
Mstep: Class 2 contains 167806 members 
Entering Unmasked Estep 
Score: -28253414.000000 Penalty: 4074.769043
	Iteration 18Q: 3 clusters Score -2.825341e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Mstep: Class 2 contains 168446 members 
Entering Unmasked Estep 
Score: -28253812.000000 Penalty: 4074.769043
	Iteration 19Q: 3 clusters Score -2.825381e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 169061 members 
Entering Unmasked Estep 
Score: -28254018.000000 Penalty: 4074.769043
	Iteration 20F: 3 clusters Score -2.825402e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109130 members 
Mstep: Class 2 contains 169531 members 
Entering Unmasked Estep 
Score: -28254186.000000 Penalty: 4074.769043
	Iteration 21Q: 3 clusters Score -2.825419e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 169980 members 
Entering Unmasked Estep 
Score: -28254500.000000 Penalty: 4074.769043
	Iteration 22Q: 3 clusters Score -2.82545e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 170403 members 
Entering Unmasked Estep 
Score: -28254844.000000 Penalty: 4074.769043
	Iteration 23Q: 3 clusters Score -2.825484e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 170796 members 
Entering Unmasked Estep 
Score: -28255086.000000 Penalty: 4074.769043
	Iteration 24Q: 3 clusters Score -2.825509e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -28255398.000000 Penalty: 4074.769043
	Iteration 25Q: 3 clusters Score -2.82554e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 171527 members 
Entering Unmasked Estep 
Score: -28255698.000000 Penalty: 4074.769043
	Iteration 26Q: 3 clusters Score -2.82557e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 171844 members 
Entering Unmasked Estep 
Score: -28255884.000000 Penalty: 4074.769043
	Iteration 27Q: 3 clusters Score -2.825588e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106572 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -28256126.000000 Penalty: 4074.769043
	Iteration 28Q: 3 clusters Score -2.825613e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106365 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -28256450.000000 Penalty: 4074.769043
	Iteration 29Q: 3 clusters Score -2.825645e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106207 members 
Mstep: Class 2 contains 172454 members 
Entering Unmasked Estep 
Score: -28256706.000000 Penalty: 4074.769043
	Iteration 30Q: 3 clusters Score -2.825671e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 172528 members 
Entering Unmasked Estep 
Score: -28256960.000000 Penalty: 4074.769043
	Iteration 31Q: 3 clusters Score -2.825696e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106126 members 
Mstep: Class 2 contains 172535 members 
Entering Unmasked Estep 
Score: -28257388.000000 Penalty: 4074.769043
	Iteration 32Q: 3 clusters Score -2.825739e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106199 members 
Mstep: Class 2 contains 172462 members 
Entering Unmasked Estep 
Score: -28257676.000000 Penalty: 4074.769043
	Iteration 33Q: 3 clusters Score -2.825768e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106328 members 
Mstep: Class 2 contains 172333 members 
Entering Unmasked Estep 
Score: -28257908.000000 Penalty: 4074.769043
	Iteration 34Q: 3 clusters Score -2.825791e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106477 members 
Mstep: Class 2 contains 172184 members 
Entering Unmasked Estep 
Score: -28258108.000000 Penalty: 4074.769043
	Iteration 35Q: 3 clusters Score -2.825811e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 171909 members 
Entering Unmasked Estep 
Score: -28258180.000000 Penalty: 4074.769043
	Iteration 36Q: 3 clusters Score -2.825818e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -28258546.000000 Penalty: 4074.769043
	Iteration 37Q: 3 clusters Score -2.825855e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 171169 members 
Entering Unmasked Estep 
Score: -28258796.000000 Penalty: 4074.769043
	Iteration 38Q: 3 clusters Score -2.82588e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108029 members 
Mstep: Class 2 contains 170632 members 
Entering Unmasked Estep 
Score: -28258940.000000 Penalty: 4074.769043
	Iteration 39Q: 3 clusters Score -2.825894e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 170093 members 
Entering Unmasked Estep 
Score: -28259294.000000 Penalty: 4074.769043
	Iteration 40F: 3 clusters Score -2.825929e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 169523 members 
Entering Unmasked Estep 
Score: -28259496.000000 Penalty: 4074.769043
	Iteration 41Q: 3 clusters Score -2.82595e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 168855 members 
Entering Unmasked Estep 
Score: -28259778.000000 Penalty: 4074.769043
	Iteration 42Q: 3 clusters Score -2.825978e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110532 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -28260064.000000 Penalty: 4074.769043
	Iteration 43Q: 3 clusters Score -2.826006e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Mstep: Class 2 contains 167353 members 
Entering Unmasked Estep 
Score: -28260368.000000 Penalty: 4074.769043
	Iteration 44Q: 3 clusters Score -2.826037e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112106 members 
Mstep: Class 2 contains 166555 members 
Entering Unmasked Estep 
Score: -28260684.000000 Penalty: 4074.769043
	Iteration 45Q: 3 clusters Score -2.826068e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113058 members 
Mstep: Class 2 contains 165603 members 
Entering Unmasked Estep 
Score: -28260984.000000 Penalty: 4074.769043
	Iteration 46Q: 3 clusters Score -2.826098e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114038 members 
Mstep: Class 2 contains 164623 members 
Entering Unmasked Estep 
Score: -28261306.000000 Penalty: 4074.769043
	Iteration 47Q: 3 clusters Score -2.826131e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115106 members 
Mstep: Class 2 contains 163555 members 
Entering Unmasked Estep 
Score: -28261484.000000 Penalty: 4074.769043
	Iteration 48Q: 3 clusters Score -2.826148e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116190 members 
Mstep: Class 2 contains 162471 members 
Entering Unmasked Estep 
Score: -28261850.000000 Penalty: 4074.769043
	Iteration 49Q: 3 clusters Score -2.826185e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117304 members 
Mstep: Class 2 contains 161357 members 
Entering Unmasked Estep 
Score: -28262350.000000 Penalty: 4074.769043
	Iteration 50Q: 3 clusters Score -2.826235e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 160180 members 
Entering Unmasked Estep 
Score: -28262808.000000 Penalty: 4074.769043
	Iteration 51Q: 3 clusters Score -2.826281e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119706 members 
Mstep: Class 2 contains 158955 members 
Entering Unmasked Estep 
Score: -28263284.000000 Penalty: 4074.769043
	Iteration 52Q: 3 clusters Score -2.826328e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120925 members 
Mstep: Class 2 contains 157736 members 
Entering Unmasked Estep 
Score: -28263676.000000 Penalty: 4074.769043
	Iteration 53Q: 3 clusters Score -2.826368e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122132 members 
Mstep: Class 2 contains 156529 members 
Entering Unmasked Estep 
Score: -28263914.000000 Penalty: 4074.769043
	Iteration 54Q: 3 clusters Score -2.826391e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123223 members 
Mstep: Class 2 contains 155438 members 
Entering Unmasked Estep 
Score: -28264126.000000 Penalty: 4074.769043
	Iteration 55Q: 3 clusters Score -2.826413e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124284 members 
Mstep: Class 2 contains 154377 members 
Entering Unmasked Estep 
Score: -28264386.000000 Penalty: 4074.769043
	Iteration 56Q: 3 clusters Score -2.826439e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 153330 members 
Entering Unmasked Estep 
Score: -28264602.000000 Penalty: 4074.769043
	Iteration 57Q: 3 clusters Score -2.82646e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126393 members 
Mstep: Class 2 contains 152268 members 
Entering Unmasked Estep 
Score: -28264760.000000 Penalty: 4074.769043
	Iteration 58Q: 3 clusters Score -2.826476e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127438 members 
Mstep: Class 2 contains 151223 members 
Entering Unmasked Estep 
Score: -28264880.000000 Penalty: 4074.769043
	Iteration 59Q: 3 clusters Score -2.826488e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128486 members 
Mstep: Class 2 contains 150175 members 
Entering Unmasked Estep 
Score: -28264970.000000 Penalty: 4074.769043
	Iteration 60F: 3 clusters Score -2.826497e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129543 members 
Mstep: Class 2 contains 149118 members 
Entering Unmasked Estep 
Score: -28265154.000000 Penalty: 4074.769043
	Iteration 61Q: 3 clusters Score -2.826515e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130661 members 
Mstep: Class 2 contains 148000 members 
Entering Unmasked Estep 
Score: -28265340.000000 Penalty: 4074.769043
	Iteration 62Q: 3 clusters Score -2.826534e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131863 members 
Mstep: Class 2 contains 146798 members 
Entering Unmasked Estep 
Score: -28265448.000000 Penalty: 4074.769043
	Iteration 63Q: 3 clusters Score -2.826545e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133094 members 
Mstep: Class 2 contains 145567 members 
Entering Unmasked Estep 
Score: -28265558.000000 Penalty: 4074.769043
	Iteration 64Q: 3 clusters Score -2.826556e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134421 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -28265566.000000 Penalty: 4074.769043
	Iteration 65Q: 3 clusters Score -2.826557e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135782 members 
Mstep: Class 2 contains 142879 members 
Entering Unmasked Estep 
Score: -28265624.000000 Penalty: 4074.769043
	Iteration 66Q: 3 clusters Score -2.826562e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137075 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -28265706.000000 Penalty: 4074.769043
	Iteration 67Q: 3 clusters Score -2.826571e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138364 members 
Mstep: Class 2 contains 140297 members 
Entering Unmasked Estep 
Score: -28265760.000000 Penalty: 4074.769043
	Iteration 68Q: 3 clusters Score -2.826576e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139729 members 
Mstep: Class 2 contains 138932 members 
Entering Unmasked Estep 
Score: -28265902.000000 Penalty: 4074.769043
	Iteration 69Q: 3 clusters Score -2.82659e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141180 members 
Mstep: Class 2 contains 137481 members 
Entering Unmasked Estep 
Score: -28265954.000000 Penalty: 4074.769043
	Iteration 70Q: 3 clusters Score -2.826595e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142699 members 
Mstep: Class 2 contains 135962 members 
Entering Unmasked Estep 
Score: -28266042.000000 Penalty: 4074.769043
	Iteration 71Q: 3 clusters Score -2.826604e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144375 members 
Mstep: Class 2 contains 134286 members 
Entering Unmasked Estep 
Score: -28266170.000000 Penalty: 4074.769043
	Iteration 72Q: 3 clusters Score -2.826617e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146092 members 
Mstep: Class 2 contains 132569 members 
Entering Unmasked Estep 
Score: -28266336.000000 Penalty: 4074.769043
	Iteration 73Q: 3 clusters Score -2.826634e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147893 members 
Mstep: Class 2 contains 130768 members 
Entering Unmasked Estep 
Score: -28266356.000000 Penalty: 4074.769043
	Iteration 74Q: 3 clusters Score -2.826636e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 128767 members 
Entering Unmasked Estep 
Score: -28266602.000000 Penalty: 4074.769043
	Iteration 75Q: 3 clusters Score -2.82666e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152223 members 
Mstep: Class 2 contains 126438 members 
Entering Unmasked Estep 
Score: -28266782.000000 Penalty: 4074.769043
	Iteration 76Q: 3 clusters Score -2.826678e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154874 members 
Mstep: Class 2 contains 123787 members 
Entering Unmasked Estep 
Score: -28267016.000000 Penalty: 4074.769043
	Iteration 77Q: 3 clusters Score -2.826702e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 120809 members 
Entering Unmasked Estep 
Score: -28267260.000000 Penalty: 4074.769043
	Iteration 78Q: 3 clusters Score -2.826726e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161282 members 
Mstep: Class 2 contains 117379 members 
Entering Unmasked Estep 
Score: -28267534.000000 Penalty: 4074.769043
	Iteration 79Q: 3 clusters Score -2.826753e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165191 members 
Mstep: Class 2 contains 113470 members 
Entering Unmasked Estep 
Score: -28267962.000000 Penalty: 4074.769043
	Iteration 80F: 3 clusters Score -2.826796e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169646 members 
Mstep: Class 2 contains 109015 members 
Entering Unmasked Estep 
Score: -28268324.000000 Penalty: 4074.769043
	Iteration 81Q: 3 clusters Score -2.826832e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174468 members 
Mstep: Class 2 contains 104193 members 
Entering Unmasked Estep 
Score: -28268638.000000 Penalty: 4074.769043
	Iteration 82Q: 3 clusters Score -2.826864e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179658 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -28269246.000000 Penalty: 4074.769043
	Iteration 83Q: 3 clusters Score -2.826925e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185122 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -28269716.000000 Penalty: 4074.769043
	Iteration 84Q: 3 clusters Score -2.826972e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190776 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -28270202.000000 Penalty: 4074.769043
	Iteration 85Q: 3 clusters Score -2.82702e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196439 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -28270906.000000 Penalty: 4074.769043
	Iteration 86Q: 3 clusters Score -2.827091e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201956 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -28271730.000000 Penalty: 4074.769043
	Iteration 87Q: 3 clusters Score -2.827173e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207364 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -28272608.000000 Penalty: 4074.769043
	Iteration 88Q: 3 clusters Score -2.827261e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212546 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -28273394.000000 Penalty: 4074.769043
	Iteration 89Q: 3 clusters Score -2.827339e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217493 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -28274114.000000 Penalty: 4074.769043
	Iteration 90Q: 3 clusters Score -2.827411e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222154 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -28275130.000000 Penalty: 4074.769043
	Iteration 91Q: 3 clusters Score -2.827513e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226494 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -28276028.000000 Penalty: 4074.769043
	Iteration 92Q: 3 clusters Score -2.827603e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230401 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -28276856.000000 Penalty: 4074.769043
	Iteration 93Q: 3 clusters Score -2.827686e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233920 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -28277544.000000 Penalty: 4074.769043
	Iteration 94Q: 3 clusters Score -2.827754e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236915 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -28278236.000000 Penalty: 4074.769043
	Iteration 95Q: 3 clusters Score -2.827824e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239457 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -28278818.000000 Penalty: 4074.769043
	Iteration 96Q: 3 clusters Score -2.827882e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241652 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -28279364.000000 Penalty: 4074.769043
	Iteration 97Q: 3 clusters Score -2.827936e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243448 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -28279790.000000 Penalty: 4074.769043
	Iteration 98Q: 3 clusters Score -2.827979e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245065 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -28280006.000000 Penalty: 4074.769043
	Iteration 99Q: 3 clusters Score -2.828001e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246367 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -28281272.000000 Penalty: 4074.769043
	Iteration 100F: 3 clusters Score -2.828127e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248736 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -28281952.000000 Penalty: 4074.769043
	Iteration 101Q: 3 clusters Score -2.828195e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250881 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -28282438.000000 Penalty: 4074.769043
	Iteration 102Q: 3 clusters Score -2.828244e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252792 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -28282744.000000 Penalty: 4074.769043
	Iteration 103Q: 3 clusters Score -2.828274e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254549 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -28283092.000000 Penalty: 4074.769043
	Iteration 104Q: 3 clusters Score -2.828309e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256139 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -28283410.000000 Penalty: 4074.769043
	Iteration 105Q: 3 clusters Score -2.828341e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257540 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -28283644.000000 Penalty: 4074.769043
	Iteration 106Q: 3 clusters Score -2.828364e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258792 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -28284038.000000 Penalty: 4074.769043
	Iteration 107Q: 3 clusters Score -2.828404e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259976 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -28284186.000000 Penalty: 4074.769043
	Iteration 108Q: 3 clusters Score -2.828419e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261060 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -28284312.000000 Penalty: 4074.769043
	Iteration 109Q: 3 clusters Score -2.828431e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262078 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -28284514.000000 Penalty: 4074.769043
	Iteration 110Q: 3 clusters Score -2.828451e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263035 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -28284690.000000 Penalty: 4074.769043
	Iteration 111Q: 3 clusters Score -2.828469e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263955 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -28284868.000000 Penalty: 4074.769043
	Iteration 112Q: 3 clusters Score -2.828487e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264840 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -28285092.000000 Penalty: 4074.769043
	Iteration 113Q: 3 clusters Score -2.828509e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265709 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -28285370.000000 Penalty: 4074.769043
	Iteration 114Q: 3 clusters Score -2.828537e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266525 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -28285622.000000 Penalty: 4074.769043
	Iteration 115Q: 3 clusters Score -2.828562e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267271 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -28285742.000000 Penalty: 4074.769043
	Iteration 116Q: 3 clusters Score -2.828574e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267997 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -28285916.000000 Penalty: 4074.769043
	Iteration 117Q: 3 clusters Score -2.828592e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268657 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -28286118.000000 Penalty: 4074.769043
	Iteration 118Q: 3 clusters Score -2.828612e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269260 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -28286244.000000 Penalty: 4074.769043
	Iteration 119Q: 3 clusters Score -2.828624e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269844 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -28286346.000000 Penalty: 4074.769043
	Iteration 120F: 3 clusters Score -2.828635e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270368 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -28286422.000000 Penalty: 4074.769043
	Iteration 121Q: 3 clusters Score -2.828642e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270863 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -28286540.000000 Penalty: 4074.769043
	Iteration 122Q: 3 clusters Score -2.828654e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271341 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -28286732.000000 Penalty: 4074.769043
	Iteration 123Q: 3 clusters Score -2.828673e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271763 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -28286840.000000 Penalty: 4074.769043
	Iteration 124Q: 3 clusters Score -2.828684e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272150 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -28286928.000000 Penalty: 4074.769043
	Iteration 125Q: 3 clusters Score -2.828693e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272510 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -28286956.000000 Penalty: 4074.769043
	Iteration 126Q: 3 clusters Score -2.828696e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272855 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -28286984.000000 Penalty: 4074.769043
	Iteration 127Q: 3 clusters Score -2.828698e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273189 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -28287076.000000 Penalty: 4074.769043
	Iteration 128Q: 3 clusters Score -2.828708e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273494 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -28287208.000000 Penalty: 4074.769043
	Iteration 129Q: 3 clusters Score -2.828721e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273766 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -28287206.000000 Penalty: 4074.769043
	Iteration 130Q: 3 clusters Score -2.828721e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274034 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -28287312.000000 Penalty: 4074.769043
	Iteration 131Q: 3 clusters Score -2.828731e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274279 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -28287366.000000 Penalty: 4074.769043
	Iteration 132Q: 3 clusters Score -2.828737e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274540 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -28287390.000000 Penalty: 4074.769043
	Iteration 133Q: 3 clusters Score -2.828739e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274765 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -28287434.000000 Penalty: 4074.769043
	Iteration 134Q: 3 clusters Score -2.828743e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275021 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -28287506.000000 Penalty: 4074.769043
	Iteration 135Q: 3 clusters Score -2.828751e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275245 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -28287526.000000 Penalty: 4074.769043
	Iteration 136Q: 3 clusters Score -2.828753e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275477 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -28287588.000000 Penalty: 4074.769043
	Iteration 137Q: 3 clusters Score -2.828759e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275720 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -28287632.000000 Penalty: 4074.769043
	Iteration 138Q: 3 clusters Score -2.828763e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275927 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -28287722.000000 Penalty: 4074.769043
	Iteration 139Q: 3 clusters Score -2.828772e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276111 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -28287814.000000 Penalty: 4074.769043
	Iteration 140F: 3 clusters Score -2.828781e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276278 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -28287876.000000 Penalty: 4074.769043
	Iteration 141Q: 3 clusters Score -2.828788e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276422 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -28287900.000000 Penalty: 4074.769043
	Iteration 142Q: 3 clusters Score -2.82879e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276544 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -28287944.000000 Penalty: 4074.769043
	Iteration 143Q: 3 clusters Score -2.828794e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276648 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -28287968.000000 Penalty: 4074.769043
	Iteration 144Q: 3 clusters Score -2.828797e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276756 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -28288024.000000 Penalty: 4074.769043
	Iteration 145Q: 3 clusters Score -2.828802e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276850 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -28288024.000000 Penalty: 4074.769043
	Iteration 146Q: 3 clusters Score -2.828802e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276925 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -28288028.000000 Penalty: 4074.769043
	Iteration 147Q: 3 clusters Score -2.828803e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276986 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -28288046.000000 Penalty: 4074.769043
	Iteration 148Q: 3 clusters Score -2.828805e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277031 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -28288082.000000 Penalty: 4074.769043
	Iteration 149Q: 3 clusters Score -2.828808e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277080 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -28288076.000000 Penalty: 4074.769043
	Iteration 150Q: 3 clusters Score -2.828808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277123 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -28288072.000000 Penalty: 4074.769043
	Iteration 151Q: 3 clusters Score -2.828807e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277163 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -28288068.000000 Penalty: 4074.769043
	Iteration 152Q: 3 clusters Score -2.828807e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277200 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -28288086.000000 Penalty: 4074.769043
	Iteration 153Q: 3 clusters Score -2.828809e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277233 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -28288078.000000 Penalty: 4074.769043
	Iteration 154Q: 3 clusters Score -2.828808e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277266 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -28288076.000000 Penalty: 4074.769043
	Iteration 155Q: 3 clusters Score -2.828808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277295 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -28288100.000000 Penalty: 4074.769043
	Iteration 156Q: 3 clusters Score -2.82881e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277314 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -28288096.000000 Penalty: 4074.769043
	Iteration 157Q: 3 clusters Score -2.82881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277336 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -28288094.000000 Penalty: 4074.769043
	Iteration 158Q: 3 clusters Score -2.828809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277347 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -28288098.000000 Penalty: 4074.769043
	Iteration 159Q: 3 clusters Score -2.82881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277358 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -28288130.000000 Penalty: 4074.769043
	Iteration 160F: 3 clusters Score -2.828813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277372 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -28288134.000000 Penalty: 4074.769043
	Iteration 161Q: 3 clusters Score -2.828813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277382 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -28288124.000000 Penalty: 4074.769043
	Iteration 162Q: 3 clusters Score -2.828812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277393 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -28288136.000000 Penalty: 4074.769043
	Iteration 163Q: 3 clusters Score -2.828814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277397 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -28288152.000000 Penalty: 4074.769043
	Iteration 164Q: 3 clusters Score -2.828815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277401 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -28288162.000000 Penalty: 4074.769043
	Iteration 165Q: 3 clusters Score -2.828816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277406 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -28288160.000000 Penalty: 4074.769043
	Iteration 166Q: 3 clusters Score -2.828816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277414 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -28288178.000000 Penalty: 4074.769043
	Iteration 167Q: 3 clusters Score -2.828818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277420 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -28288186.000000 Penalty: 4074.769043
	Iteration 168Q: 3 clusters Score -2.828819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277424 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -28288192.000000 Penalty: 4074.769043
	Iteration 169Q: 3 clusters Score -2.828819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277428 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -28288192.000000 Penalty: 4074.769043
	Iteration 170Q: 3 clusters Score -2.828819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277433 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -28288184.000000 Penalty: 4074.769043
	Iteration 171Q: 3 clusters Score -2.828818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277442 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -28288178.000000 Penalty: 4074.769043
	Iteration 172Q: 3 clusters Score -2.828818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277455 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -28288168.000000 Penalty: 4074.769043
	Iteration 173Q: 3 clusters Score -2.828817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277466 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -28288186.000000 Penalty: 4074.769043
	Iteration 174Q: 3 clusters Score -2.828819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277475 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -28288190.000000 Penalty: 4074.769043
	Iteration 175Q: 3 clusters Score -2.828819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277483 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -28288186.000000 Penalty: 4074.769043
	Iteration 176Q: 3 clusters Score -2.828819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277490 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -28288206.000000 Penalty: 4074.769043
	Iteration 177Q: 3 clusters Score -2.828821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277498 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -28288226.000000 Penalty: 4074.769043
	Iteration 178Q: 3 clusters Score -2.828823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277507 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -28288228.000000 Penalty: 4074.769043
	Iteration 179Q: 3 clusters Score -2.828823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277516 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -28288226.000000 Penalty: 4074.769043
	Iteration 180F: 3 clusters Score -2.828823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277523 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -28288224.000000 Penalty: 4074.769043
	Iteration 181Q: 3 clusters Score -2.828822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277535 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -28288234.000000 Penalty: 4074.769043
	Iteration 182Q: 3 clusters Score -2.828823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277549 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -28288240.000000 Penalty: 4074.769043
	Iteration 183Q: 3 clusters Score -2.828824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277567 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -28288234.000000 Penalty: 4074.769043
	Iteration 184Q: 3 clusters Score -2.828823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277582 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -28288258.000000 Penalty: 4074.769043
	Iteration 185Q: 3 clusters Score -2.828826e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277600 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -28288258.000000 Penalty: 4074.769043
	Iteration 186Q: 3 clusters Score -2.828826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277615 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -28288280.000000 Penalty: 4074.769043
	Iteration 187Q: 3 clusters Score -2.828828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277621 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -28288260.000000 Penalty: 4074.769043
	Iteration 188Q: 3 clusters Score -2.828826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277626 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -28288262.000000 Penalty: 4074.769043
	Iteration 189Q: 3 clusters Score -2.828826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277630 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -28288258.000000 Penalty: 4074.769043
	Iteration 190Q: 3 clusters Score -2.828826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277634 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -28288252.000000 Penalty: 4074.769043
	Iteration 191Q: 3 clusters Score -2.828825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277643 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -28288272.000000 Penalty: 4074.769043
	Iteration 192Q: 3 clusters Score -2.828827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277646 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -28288270.000000 Penalty: 4074.769043
	Iteration 193Q: 3 clusters Score -2.828827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277648 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -28288286.000000 Penalty: 4074.769043
	Iteration 194Q: 3 clusters Score -2.828829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277652 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -28288276.000000 Penalty: 4074.769043
	Iteration 195Q: 3 clusters Score -2.828828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277653 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -28288274.000000 Penalty: 4074.769043
	Iteration 196Q: 3 clusters Score -2.828827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277654 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -28288276.000000 Penalty: 4074.769043
	Iteration 197Q: 3 clusters Score -2.828828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277656 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -28288278.000000 Penalty: 4074.769043
	Iteration 198Q: 3 clusters Score -2.828828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277658 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -28288280.000000 Penalty: 4074.769043
	Iteration 199Q: 3 clusters Score -2.828828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277660 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -28288274.000000 Penalty: 4074.769043
	Iteration 200F: 3 clusters Score -2.828827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277662 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -28288302.000000 Penalty: 4074.769043
	Iteration 201Q: 3 clusters Score -2.82883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277662 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -28288302.000000 Penalty: 4074.769043
	Iteration 202F: 3 clusters Score -2.82883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Entering Unmasked Estep 
Score: -3234812.500000 Penalty: 1682.134521
	Iteration 0F: 2 clusters Score -3234812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3213849.000000 Penalty: 3364.269043
	Iteration 0F: 3 clusters Score -3213849 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3221939.000000 Penalty: 3364.269043
	Iteration 1F: 3 clusters Score -3221939 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3222489.250000 Penalty: 3364.269043
	Iteration 2Q: 3 clusters Score -3222489 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3223148.250000 Penalty: 3364.269043
	Iteration 3Q: 3 clusters Score -3223148 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3223933.250000 Penalty: 3364.269043
	Iteration 4F: 3 clusters Score -3223933 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3224847.500000 Penalty: 3364.269043
	Iteration 5F: 3 clusters Score -3224848 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3226191.000000 Penalty: 3364.269043
	Iteration 6F: 3 clusters Score -3226191 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3227951.500000 Penalty: 3364.269043
	Iteration 7F: 3 clusters Score -3227952 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3229405.750000 Penalty: 3364.269043
	Iteration 8F: 3 clusters Score -3229406 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3230185.500000 Penalty: 3364.269043
	Iteration 9Q: 3 clusters Score -3230186 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3230542.500000 Penalty: 3364.269043
	Iteration 10Q: 3 clusters Score -3230542 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3230751.250000 Penalty: 3364.269043
	Iteration 11Q: 3 clusters Score -3230751 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3230896.750000 Penalty: 3364.269043
	Iteration 12Q: 3 clusters Score -3230897 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3230995.500000 Penalty: 3364.269043
	Iteration 13Q: 3 clusters Score -3230996 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3231128.500000 Penalty: 3364.269043
	Iteration 14Q: 3 clusters Score -3231128 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3231205.750000 Penalty: 3364.269043
	Iteration 15Q: 3 clusters Score -3231206 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3231302.250000 Penalty: 3364.269043
	Iteration 16Q: 3 clusters Score -3231302 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3231361.750000 Penalty: 3364.269043
	Iteration 17Q: 3 clusters Score -3231362 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3231410.500000 Penalty: 3364.269043
	Iteration 18Q: 3 clusters Score -3231410 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3231462.750000 Penalty: 3364.269043
	Iteration 19Q: 3 clusters Score -3231463 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3231515.500000 Penalty: 3364.269043
	Iteration 20F: 3 clusters Score -3231516 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3231579.750000 Penalty: 3364.269043
	Iteration 21Q: 3 clusters Score -3231580 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3231671.500000 Penalty: 3364.269043
	Iteration 22Q: 3 clusters Score -3231672 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3231727.750000 Penalty: 3364.269043
	Iteration 23Q: 3 clusters Score -3231728 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -3231803.000000 Penalty: 3364.269043
	Iteration 24Q: 3 clusters Score -3231803 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3231890.750000 Penalty: 3364.269043
	Iteration 25Q: 3 clusters Score -3231891 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3231968.750000 Penalty: 3364.269043
	Iteration 26Q: 3 clusters Score -3231969 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3232046.000000 Penalty: 3364.269043
	Iteration 27Q: 3 clusters Score -3232046 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3232126.500000 Penalty: 3364.269043
	Iteration 28Q: 3 clusters Score -3232126 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3232205.250000 Penalty: 3364.269043
	Iteration 29Q: 3 clusters Score -3232205 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3232280.000000 Penalty: 3364.269043
	Iteration 30Q: 3 clusters Score -3232280 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3232377.750000 Penalty: 3364.269043
	Iteration 31Q: 3 clusters Score -3232378 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3232461.500000 Penalty: 3364.269043
	Iteration 32Q: 3 clusters Score -3232462 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3232552.000000 Penalty: 3364.269043
	Iteration 33Q: 3 clusters Score -3232552 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3232643.750000 Penalty: 3364.269043
	Iteration 34Q: 3 clusters Score -3232644 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3232708.000000 Penalty: 3364.269043
	Iteration 35Q: 3 clusters Score -3232708 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3232768.000000 Penalty: 3364.269043
	Iteration 36Q: 3 clusters Score -3232768 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3232837.750000 Penalty: 3364.269043
	Iteration 37Q: 3 clusters Score -3232838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3232912.250000 Penalty: 3364.269043
	Iteration 38Q: 3 clusters Score -3232912 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3232958.000000 Penalty: 3364.269043
	Iteration 39Q: 3 clusters Score -3232958 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3233008.750000 Penalty: 3364.269043
	Iteration 40F: 3 clusters Score -3233009 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3233073.500000 Penalty: 3364.269043
	Iteration 41Q: 3 clusters Score -3233074 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3233131.750000 Penalty: 3364.269043
	Iteration 42Q: 3 clusters Score -3233132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3233189.500000 Penalty: 3364.269043
	Iteration 43Q: 3 clusters Score -3233190 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3233233.250000 Penalty: 3364.269043
	Iteration 44Q: 3 clusters Score -3233233 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3233262.250000 Penalty: 3364.269043
	Iteration 45Q: 3 clusters Score -3233262 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3233302.750000 Penalty: 3364.269043
	Iteration 46Q: 3 clusters Score -3233303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3233335.500000 Penalty: 3364.269043
	Iteration 47Q: 3 clusters Score -3233336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3233359.500000 Penalty: 3364.269043
	Iteration 48Q: 3 clusters Score -3233360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3233386.750000 Penalty: 3364.269043
	Iteration 49Q: 3 clusters Score -3233387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3233414.750000 Penalty: 3364.269043
	Iteration 50Q: 3 clusters Score -3233415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3233439.250000 Penalty: 3364.269043
	Iteration 51Q: 3 clusters Score -3233439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3233450.500000 Penalty: 3364.269043
	Iteration 52Q: 3 clusters Score -3233450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3233470.500000 Penalty: 3364.269043
	Iteration 53Q: 3 clusters Score -3233470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3233473.000000 Penalty: 3364.269043
	Iteration 54Q: 3 clusters Score -3233473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3233484.250000 Penalty: 3364.269043
	Iteration 55Q: 3 clusters Score -3233484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3233487.250000 Penalty: 3364.269043
	Iteration 56Q: 3 clusters Score -3233487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3233499.500000 Penalty: 3364.269043
	Iteration 57Q: 3 clusters Score -3233500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3233509.250000 Penalty: 3364.269043
	Iteration 58Q: 3 clusters Score -3233509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3233517.250000 Penalty: 3364.269043
	Iteration 59Q: 3 clusters Score -3233517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3233517.750000 Penalty: 3364.269043
	Iteration 60F: 3 clusters Score -3233518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3233517.000000 Penalty: 3364.269043
	Iteration 61Q: 3 clusters Score -3233517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3233521.000000 Penalty: 3364.269043
	Iteration 62Q: 3 clusters Score -3233521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3233521.750000 Penalty: 3364.269043
	Iteration 63Q: 3 clusters Score -3233522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3233520.750000 Penalty: 3364.269043
	Iteration 64Q: 3 clusters Score -3233521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3233519.500000 Penalty: 3364.269043
	Iteration 65Q: 3 clusters Score -3233520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3233529.750000 Penalty: 3364.269043
	Iteration 66Q: 3 clusters Score -3233530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3233529.500000 Penalty: 3364.269043
	Iteration 67Q: 3 clusters Score -3233530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3233536.750000 Penalty: 3364.269043
	Iteration 68Q: 3 clusters Score -3233537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3233535.000000 Penalty: 3364.269043
	Iteration 69Q: 3 clusters Score -3233535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3233540.250000 Penalty: 3364.269043
	Iteration 70Q: 3 clusters Score -3233540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3233545.500000 Penalty: 3364.269043
	Iteration 71Q: 3 clusters Score -3233546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3233553.750000 Penalty: 3364.269043
	Iteration 72Q: 3 clusters Score -3233554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3233561.250000 Penalty: 3364.269043
	Iteration 73Q: 3 clusters Score -3233561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3233568.250000 Penalty: 3364.269043
	Iteration 74Q: 3 clusters Score -3233568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3233569.250000 Penalty: 3364.269043
	Iteration 75Q: 3 clusters Score -3233569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3233569.250000 Penalty: 3364.269043
	Iteration 76Q: 3 clusters Score -3233569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3233569.000000 Penalty: 3364.269043
	Iteration 77Q: 3 clusters Score -3233569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3233566.250000 Penalty: 3364.269043
	Iteration 78Q: 3 clusters Score -3233566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3233563.000000 Penalty: 3364.269043
	Iteration 79Q: 3 clusters Score -3233563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3233567.500000 Penalty: 3364.269043
	Iteration 80F: 3 clusters Score -3233568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3233574.500000 Penalty: 3364.269043
	Iteration 81Q: 3 clusters Score -3233574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3233583.000000 Penalty: 3364.269043
	Iteration 82Q: 3 clusters Score -3233583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3233592.250000 Penalty: 3364.269043
	Iteration 83Q: 3 clusters Score -3233592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3233603.750000 Penalty: 3364.269043
	Iteration 84Q: 3 clusters Score -3233604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3233600.000000 Penalty: 3364.269043
	Iteration 85Q: 3 clusters Score -3233600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3233607.750000 Penalty: 3364.269043
	Iteration 86Q: 3 clusters Score -3233608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3233612.000000 Penalty: 3364.269043
	Iteration 87Q: 3 clusters Score -3233612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3233614.500000 Penalty: 3364.269043
	Iteration 88Q: 3 clusters Score -3233614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3233615.250000 Penalty: 3364.269043
	Iteration 89Q: 3 clusters Score -3233615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3233613.500000 Penalty: 3364.269043
	Iteration 90Q: 3 clusters Score -3233614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3233620.500000 Penalty: 3364.269043
	Iteration 91Q: 3 clusters Score -3233620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3233621.500000 Penalty: 3364.269043
	Iteration 92Q: 3 clusters Score -3233622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3233620.500000 Penalty: 3364.269043
	Iteration 93Q: 3 clusters Score -3233620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3233620.000000 Penalty: 3364.269043
	Iteration 94Q: 3 clusters Score -3233620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3233620.500000 Penalty: 3364.269043
	Iteration 95Q: 3 clusters Score -3233620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3233623.250000 Penalty: 3364.269043
	Iteration 96Q: 3 clusters Score -3233623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3233622.750000 Penalty: 3364.269043
	Iteration 97Q: 3 clusters Score -3233623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3233626.250000 Penalty: 3364.269043
	Iteration 98Q: 3 clusters Score -3233626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3233628.750000 Penalty: 3364.269043
	Iteration 99Q: 3 clusters Score -3233629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3233629.750000 Penalty: 3364.269043
	Iteration 100F: 3 clusters Score -3233630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3233632.250000 Penalty: 3364.269043
	Iteration 101Q: 3 clusters Score -3233632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3233634.000000 Penalty: 3364.269043
	Iteration 102Q: 3 clusters Score -3233634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3233633.000000 Penalty: 3364.269043
	Iteration 103Q: 3 clusters Score -3233633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3233635.750000 Penalty: 3364.269043
	Iteration 104Q: 3 clusters Score -3233636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3233636.000000 Penalty: 3364.269043
	Iteration 105Q: 3 clusters Score -3233636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3233635.750000 Penalty: 3364.269043
	Iteration 106Q: 3 clusters Score -3233636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3233643.250000 Penalty: 3364.269043
	Iteration 107Q: 3 clusters Score -3233643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3233642.750000 Penalty: 3364.269043
	Iteration 108Q: 3 clusters Score -3233643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3233646.750000 Penalty: 3364.269043
	Iteration 109Q: 3 clusters Score -3233647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3233648.000000 Penalty: 3364.269043
	Iteration 110Q: 3 clusters Score -3233648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3233645.750000 Penalty: 3364.269043
	Iteration 111Q: 3 clusters Score -3233646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3233645.750000 Penalty: 3364.269043
	Iteration 112Q: 3 clusters Score -3233646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3233645.750000 Penalty: 3364.269043
	Iteration 113F: 3 clusters Score -3233646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -322073.562500 Penalty: 1320.318848
	Iteration 0F: 2 clusters Score -322073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -319127.187500 Penalty: 2640.637695
	Iteration 0F: 3 clusters Score -319127.2 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -319930.968750 Penalty: 2640.637695
	Iteration 1F: 3 clusters Score -319931 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -320135.312500 Penalty: 2640.637695
	Iteration 2F: 3 clusters Score -320135.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -320337.125000 Penalty: 2640.637695
	Iteration 3F: 3 clusters Score -320337.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -320497.406250 Penalty: 2640.637695
	Iteration 4F: 3 clusters Score -320497.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -320628.406250 Penalty: 2640.637695
	Iteration 5Q: 3 clusters Score -320628.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -320750.312500 Penalty: 2640.637695
	Iteration 6Q: 3 clusters Score -320750.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -320867.718750 Penalty: 2640.637695
	Iteration 7Q: 3 clusters Score -320867.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -320943.968750 Penalty: 2640.637695
	Iteration 8Q: 3 clusters Score -320944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -320989.437500 Penalty: 2640.637695
	Iteration 9Q: 3 clusters Score -320989.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -321035.156250 Penalty: 2640.637695
	Iteration 10Q: 3 clusters Score -321035.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -321078.937500 Penalty: 2640.637695
	Iteration 11Q: 3 clusters Score -321078.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -321111.687500 Penalty: 2640.637695
	Iteration 12Q: 3 clusters Score -321111.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -321136.156250 Penalty: 2640.637695
	Iteration 13Q: 3 clusters Score -321136.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -321159.625000 Penalty: 2640.637695
	Iteration 14Q: 3 clusters Score -321159.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -321181.062500 Penalty: 2640.637695
	Iteration 15Q: 3 clusters Score -321181.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -321214.406250 Penalty: 2640.637695
	Iteration 16Q: 3 clusters Score -321214.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -321238.250000 Penalty: 2640.637695
	Iteration 17Q: 3 clusters Score -321238.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -321256.218750 Penalty: 2640.637695
	Iteration 18Q: 3 clusters Score -321256.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -321275.187500 Penalty: 2640.637695
	Iteration 19Q: 3 clusters Score -321275.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -321291.156250 Penalty: 2640.637695
	Iteration 20F: 3 clusters Score -321291.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -321303.343750 Penalty: 2640.637695
	Iteration 21Q: 3 clusters Score -321303.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -321312.375000 Penalty: 2640.637695
	Iteration 22Q: 3 clusters Score -321312.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -321320.906250 Penalty: 2640.637695
	Iteration 23Q: 3 clusters Score -321320.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -321328.343750 Penalty: 2640.637695
	Iteration 24Q: 3 clusters Score -321328.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -321335.781250 Penalty: 2640.637695
	Iteration 25Q: 3 clusters Score -321335.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -321340.750000 Penalty: 2640.637695
	Iteration 26Q: 3 clusters Score -321340.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -321344.500000 Penalty: 2640.637695
	Iteration 27Q: 3 clusters Score -321344.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -321350.406250 Penalty: 2640.637695
	Iteration 28Q: 3 clusters Score -321350.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -321360.375000 Penalty: 2640.637695
	Iteration 29Q: 3 clusters Score -321360.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -321367.093750 Penalty: 2640.637695
	Iteration 30Q: 3 clusters Score -321367.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -321371.031250 Penalty: 2640.637695
	Iteration 31Q: 3 clusters Score -321371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -321375.812500 Penalty: 2640.637695
	Iteration 32Q: 3 clusters Score -321375.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -321377.875000 Penalty: 2640.637695
	Iteration 33Q: 3 clusters Score -321377.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -321380.531250 Penalty: 2640.637695
	Iteration 34Q: 3 clusters Score -321380.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -321384.625000 Penalty: 2640.637695
	Iteration 35Q: 3 clusters Score -321384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -321386.468750 Penalty: 2640.637695
	Iteration 36Q: 3 clusters Score -321386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -321387.812500 Penalty: 2640.637695
	Iteration 37Q: 3 clusters Score -321387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -321387.968750 Penalty: 2640.637695
	Iteration 38Q: 3 clusters Score -321388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -321389.250000 Penalty: 2640.637695
	Iteration 39Q: 3 clusters Score -321389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -321390.531250 Penalty: 2640.637695
	Iteration 40F: 3 clusters Score -321390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -321392.781250 Penalty: 2640.637695
	Iteration 41Q: 3 clusters Score -321392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -321394.093750 Penalty: 2640.637695
	Iteration 42Q: 3 clusters Score -321394.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -321396.218750 Penalty: 2640.637695
	Iteration 43Q: 3 clusters Score -321396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -321396.375000 Penalty: 2640.637695
	Iteration 44Q: 3 clusters Score -321396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -321397.843750 Penalty: 2640.637695
	Iteration 45Q: 3 clusters Score -321397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -321398.031250 Penalty: 2640.637695
	Iteration 46Q: 3 clusters Score -321398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -321398.031250 Penalty: 2640.637695
	Iteration 47F: 3 clusters Score -321398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -30093.695312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -30093.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29218.177734 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -29218.18 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29343.138672 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -29343.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29362.548828 Penalty: 1864.385986
	Iteration 2Q: 3 clusters Score -29362.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29369.937500 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -29369.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29374.880859 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -29374.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29374.880859 Penalty: 1864.385986
	Iteration 5F: 3 clusters Score -29374.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Entering Unmasked Estep 
Score: -1049888.125000 Penalty: 1507.005249
	Iteration 0F: 2 clusters Score -1049888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1042376.437500 Penalty: 3014.010498
	Iteration 0F: 3 clusters Score -1042376 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1044736.812500 Penalty: 3014.010498
	Iteration 1F: 3 clusters Score -1044737 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1044931.625000 Penalty: 3014.010498
	Iteration 2F: 3 clusters Score -1044932 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1045097.437500 Penalty: 3014.010498
	Iteration 3Q: 3 clusters Score -1045097 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1045249.750000 Penalty: 3014.010498
	Iteration 4Q: 3 clusters Score -1045250 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1045368.500000 Penalty: 3014.010498
	Iteration 5Q: 3 clusters Score -1045368 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1045473.750000 Penalty: 3014.010498
	Iteration 6Q: 3 clusters Score -1045474 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1045598.687500 Penalty: 3014.010498
	Iteration 7Q: 3 clusters Score -1045599 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1045726.812500 Penalty: 3014.010498
	Iteration 8Q: 3 clusters Score -1045727 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1045892.187500 Penalty: 3014.010498
	Iteration 9Q: 3 clusters Score -1045892 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1046109.062500 Penalty: 3014.010498
	Iteration 10Q: 3 clusters Score -1046109 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1046376.500000 Penalty: 3014.010498
	Iteration 11Q: 3 clusters Score -1046376 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1046736.937500 Penalty: 3014.010498
	Iteration 12Q: 3 clusters Score -1046737 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1047170.375000 Penalty: 3014.010498
	Iteration 13Q: 3 clusters Score -1047170 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1047614.062500 Penalty: 3014.010498
	Iteration 14Q: 3 clusters Score -1047614 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1048040.312500 Penalty: 3014.010498
	Iteration 15Q: 3 clusters Score -1048040 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1048341.875000 Penalty: 3014.010498
	Iteration 16Q: 3 clusters Score -1048342 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1048530.875000 Penalty: 3014.010498
	Iteration 17Q: 3 clusters Score -1048531 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1048619.875000 Penalty: 3014.010498
	Iteration 18Q: 3 clusters Score -1048620 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1048675.250000 Penalty: 3014.010498
	Iteration 19Q: 3 clusters Score -1048675 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1048703.750000 Penalty: 3014.010498
	Iteration 20F: 3 clusters Score -1048704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1048716.125000 Penalty: 3014.010498
	Iteration 21Q: 3 clusters Score -1048716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1048724.375000 Penalty: 3014.010498
	Iteration 22Q: 3 clusters Score -1048724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1048731.750000 Penalty: 3014.010498
	Iteration 23Q: 3 clusters Score -1048732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1048732.500000 Penalty: 3014.010498
	Iteration 24Q: 3 clusters Score -1048732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1048737.625000 Penalty: 3014.010498
	Iteration 25Q: 3 clusters Score -1048738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1048741.125000 Penalty: 3014.010498
	Iteration 26Q: 3 clusters Score -1048741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1048744.125000 Penalty: 3014.010498
	Iteration 27Q: 3 clusters Score -1048744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1048745.750000 Penalty: 3014.010498
	Iteration 28Q: 3 clusters Score -1048746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1048744.250000 Penalty: 3014.010498
	Iteration 29Q: 3 clusters Score -1048744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1048744.750000 Penalty: 3014.010498
	Iteration 30Q: 3 clusters Score -1048745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1048744.875000 Penalty: 3014.010498
	Iteration 31Q: 3 clusters Score -1048745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1048744.875000 Penalty: 3014.010498
	Iteration 32F: 3 clusters Score -1048745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -204296.453125 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -204296.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -202169.078125 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -202169.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -202598.687500 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -202598.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -202701.125000 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -202701.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -202774.984375 Penalty: 2485.220215
	Iteration 3F: 3 clusters Score -202775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -202833.281250 Penalty: 2485.220215
	Iteration 4Q: 3 clusters Score -202833.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -202870.343750 Penalty: 2485.220215
	Iteration 5Q: 3 clusters Score -202870.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -202894.031250 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -202894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -202918.109375 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -202918.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -202942.078125 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -202942.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -202978.062500 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -202978.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -203023.640625 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -203023.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -203071.031250 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -203071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -203122.437500 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -203122.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -203173.312500 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -203173.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -203236.296875 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -203236.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -203294.515625 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -203294.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -203347.343750 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -203347.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -203402.984375 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -203403 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -203451.843750 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -203451.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -203498.171875 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -203498.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -203538.000000 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -203538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -203573.984375 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -203574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -203594.734375 Penalty: 2485.220215
	Iteration 22Q: 3 clusters Score -203594.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -203605.546875 Penalty: 2485.220215
	Iteration 23Q: 3 clusters Score -203605.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -203613.343750 Penalty: 2485.220215
	Iteration 24Q: 3 clusters Score -203613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -203619.671875 Penalty: 2485.220215
	Iteration 25Q: 3 clusters Score -203619.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -203625.875000 Penalty: 2485.220215
	Iteration 26Q: 3 clusters Score -203625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -203629.046875 Penalty: 2485.220215
	Iteration 27Q: 3 clusters Score -203629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -203632.500000 Penalty: 2485.220215
	Iteration 28Q: 3 clusters Score -203632.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -203633.703125 Penalty: 2485.220215
	Iteration 29Q: 3 clusters Score -203633.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -203635.843750 Penalty: 2485.220215
	Iteration 30Q: 3 clusters Score -203635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -203635.968750 Penalty: 2485.220215
	Iteration 31Q: 3 clusters Score -203636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -203636.500000 Penalty: 2485.220215
	Iteration 32Q: 3 clusters Score -203636.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -203636.843750 Penalty: 2485.220215
	Iteration 33Q: 3 clusters Score -203636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -203637.812500 Penalty: 2485.220215
	Iteration 34Q: 3 clusters Score -203637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -203638.437500 Penalty: 2485.220215
	Iteration 35Q: 3 clusters Score -203638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -203638.437500 Penalty: 2485.220215
	Iteration 36F: 3 clusters Score -203638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Entering Unmasked Estep 
Score: -2200397.000000 Penalty: 1619.336426
	Iteration 0F: 2 clusters Score -2200397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2185831.000000 Penalty: 3238.672852
	Iteration 0F: 3 clusters Score -2185831 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2191013.500000 Penalty: 3238.672852
	Iteration 1F: 3 clusters Score -2191014 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2191303.500000 Penalty: 3238.672852
	Iteration 2Q: 3 clusters Score -2191304 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2191560.000000 Penalty: 3238.672852
	Iteration 3Q: 3 clusters Score -2191560 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2191823.000000 Penalty: 3238.672852
	Iteration 4Q: 3 clusters Score -2191823 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2192175.000000 Penalty: 3238.672852
	Iteration 5Q: 3 clusters Score -2192175 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2192583.500000 Penalty: 3238.672852
	Iteration 6Q: 3 clusters Score -2192584 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2193147.250000 Penalty: 3238.672852
	Iteration 7Q: 3 clusters Score -2193147 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2193936.750000 Penalty: 3238.672852
	Iteration 8F: 3 clusters Score -2193937 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2194978.000000 Penalty: 3238.672852
	Iteration 9F: 3 clusters Score -2194978 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2196030.750000 Penalty: 3238.672852
	Iteration 10F: 3 clusters Score -2196031 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2197049.750000 Penalty: 3238.672852
	Iteration 11F: 3 clusters Score -2197050 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2197803.750000 Penalty: 3238.672852
	Iteration 12Q: 3 clusters Score -2197804 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2198298.250000 Penalty: 3238.672852
	Iteration 13Q: 3 clusters Score -2198298 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2198599.250000 Penalty: 3238.672852
	Iteration 14Q: 3 clusters Score -2198599 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2198752.000000 Penalty: 3238.672852
	Iteration 15Q: 3 clusters Score -2198752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2198861.750000 Penalty: 3238.672852
	Iteration 16Q: 3 clusters Score -2198862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2198924.000000 Penalty: 3238.672852
	Iteration 17Q: 3 clusters Score -2198924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2198951.500000 Penalty: 3238.672852
	Iteration 18Q: 3 clusters Score -2198952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2198980.250000 Penalty: 3238.672852
	Iteration 19Q: 3 clusters Score -2198980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2198997.500000 Penalty: 3238.672852
	Iteration 20F: 3 clusters Score -2198998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2199009.250000 Penalty: 3238.672852
	Iteration 21Q: 3 clusters Score -2199009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2199014.500000 Penalty: 3238.672852
	Iteration 22Q: 3 clusters Score -2199014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2199016.500000 Penalty: 3238.672852
	Iteration 23Q: 3 clusters Score -2199016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2199020.500000 Penalty: 3238.672852
	Iteration 24Q: 3 clusters Score -2199020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2199024.000000 Penalty: 3238.672852
	Iteration 25Q: 3 clusters Score -2199024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2199027.750000 Penalty: 3238.672852
	Iteration 26Q: 3 clusters Score -2199028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2199031.250000 Penalty: 3238.672852
	Iteration 27Q: 3 clusters Score -2199031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2199033.000000 Penalty: 3238.672852
	Iteration 28Q: 3 clusters Score -2199033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2199033.000000 Penalty: 3238.672852
	Iteration 29F: 3 clusters Score -2199033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (137390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137390 members 
Entering Unmasked Estep 
Score: -14038493.000000 Penalty: 1922.469116
	Iteration 0F: 2 clusters Score -1.403849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -13945824.000000 Penalty: 3844.938232
	Iteration 0F: 3 clusters Score -1.394582e+07 nChanged 66477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -13985323.000000 Penalty: 3844.938232
	Iteration 1F: 3 clusters Score -1.398532e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -13986197.000000 Penalty: 3844.938232
	Iteration 2Q: 3 clusters Score -1.39862e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -13987441.000000 Penalty: 3844.938232
	Iteration 3Q: 3 clusters Score -1.398744e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -13988930.000000 Penalty: 3844.938232
	Iteration 4Q: 3 clusters Score -1.398893e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -13990998.000000 Penalty: 3844.938232
	Iteration 5Q: 3 clusters Score -1.3991e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -13994089.000000 Penalty: 3844.938232
	Iteration 6Q: 3 clusters Score -1.399409e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -13998791.000000 Penalty: 3844.938232
	Iteration 7F: 3 clusters Score -1.399879e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88472 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -14005548.000000 Penalty: 3844.938232
	Iteration 8F: 3 clusters Score -1.400555e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -14013602.000000 Penalty: 3844.938232
	Iteration 9F: 3 clusters Score -1.40136e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -14020082.000000 Penalty: 3844.938232
	Iteration 10F: 3 clusters Score -1.402008e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -14023632.000000 Penalty: 3844.938232
	Iteration 11Q: 3 clusters Score -1.402363e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -14025701.000000 Penalty: 3844.938232
	Iteration 12Q: 3 clusters Score -1.40257e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -14027335.000000 Penalty: 3844.938232
	Iteration 13Q: 3 clusters Score -1.402734e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105552 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -14028719.000000 Penalty: 3844.938232
	Iteration 14Q: 3 clusters Score -1.402872e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -14030114.000000 Penalty: 3844.938232
	Iteration 15Q: 3 clusters Score -1.403011e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -14031315.000000 Penalty: 3844.938232
	Iteration 16Q: 3 clusters Score -1.403132e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107212 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -14032190.000000 Penalty: 3844.938232
	Iteration 17Q: 3 clusters Score -1.403219e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -14032800.000000 Penalty: 3844.938232
	Iteration 18Q: 3 clusters Score -1.40328e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -14033269.000000 Penalty: 3844.938232
	Iteration 19Q: 3 clusters Score -1.403327e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -14033722.000000 Penalty: 3844.938232
	Iteration 20F: 3 clusters Score -1.403372e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105417 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -14034148.000000 Penalty: 3844.938232
	Iteration 21Q: 3 clusters Score -1.403415e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104555 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -14034522.000000 Penalty: 3844.938232
	Iteration 22Q: 3 clusters Score -1.403452e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -14034956.000000 Penalty: 3844.938232
	Iteration 23Q: 3 clusters Score -1.403496e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -14035476.000000 Penalty: 3844.938232
	Iteration 24Q: 3 clusters Score -1.403548e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101240 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -14035907.000000 Penalty: 3844.938232
	Iteration 25Q: 3 clusters Score -1.403591e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -14036290.000000 Penalty: 3844.938232
	Iteration 26Q: 3 clusters Score -1.403629e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -14036629.000000 Penalty: 3844.938232
	Iteration 27Q: 3 clusters Score -1.403663e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -14036887.000000 Penalty: 3844.938232
	Iteration 28Q: 3 clusters Score -1.403689e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96642 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -14037019.000000 Penalty: 3844.938232
	Iteration 29Q: 3 clusters Score -1.403702e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -14037142.000000 Penalty: 3844.938232
	Iteration 30Q: 3 clusters Score -1.403714e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -14037310.000000 Penalty: 3844.938232
	Iteration 31Q: 3 clusters Score -1.403731e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -14037409.000000 Penalty: 3844.938232
	Iteration 32Q: 3 clusters Score -1.403741e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -14037457.000000 Penalty: 3844.938232
	Iteration 33Q: 3 clusters Score -1.403746e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -14037535.000000 Penalty: 3844.938232
	Iteration 34Q: 3 clusters Score -1.403754e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92490 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -14037541.000000 Penalty: 3844.938232
	Iteration 35Q: 3 clusters Score -1.403754e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -14037603.000000 Penalty: 3844.938232
	Iteration 36Q: 3 clusters Score -1.40376e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -14037642.000000 Penalty: 3844.938232
	Iteration 37Q: 3 clusters Score -1.403764e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -14037708.000000 Penalty: 3844.938232
	Iteration 38Q: 3 clusters Score -1.403771e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -14037689.000000 Penalty: 3844.938232
	Iteration 39Q: 3 clusters Score -1.403769e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -14037681.000000 Penalty: 3844.938232
	Iteration 40F: 3 clusters Score -1.403768e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -14037718.000000 Penalty: 3844.938232
	Iteration 41Q: 3 clusters Score -1.403772e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -14037746.000000 Penalty: 3844.938232
	Iteration 42Q: 3 clusters Score -1.403775e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -14037737.000000 Penalty: 3844.938232
	Iteration 43Q: 3 clusters Score -1.403774e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -14037759.000000 Penalty: 3844.938232
	Iteration 44Q: 3 clusters Score -1.403776e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89098 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -14037815.000000 Penalty: 3844.938232
	Iteration 45Q: 3 clusters Score -1.403782e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -14037798.000000 Penalty: 3844.938232
	Iteration 46Q: 3 clusters Score -1.40378e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -14037805.000000 Penalty: 3844.938232
	Iteration 47Q: 3 clusters Score -1.40378e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -14037806.000000 Penalty: 3844.938232
	Iteration 48Q: 3 clusters Score -1.403781e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -14037805.000000 Penalty: 3844.938232
	Iteration 49Q: 3 clusters Score -1.40378e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -14037819.000000 Penalty: 3844.938232
	Iteration 50Q: 3 clusters Score -1.403782e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -14037814.000000 Penalty: 3844.938232
	Iteration 51Q: 3 clusters Score -1.403781e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88200 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -14037823.000000 Penalty: 3844.938232
	Iteration 52Q: 3 clusters Score -1.403782e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88112 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -14037822.000000 Penalty: 3844.938232
	Iteration 53Q: 3 clusters Score -1.403782e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -14037811.000000 Penalty: 3844.938232
	Iteration 54Q: 3 clusters Score -1.403781e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -14037826.000000 Penalty: 3844.938232
	Iteration 55Q: 3 clusters Score -1.403783e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87851 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -14037843.000000 Penalty: 3844.938232
	Iteration 56Q: 3 clusters Score -1.403784e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87780 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -14037865.000000 Penalty: 3844.938232
	Iteration 57Q: 3 clusters Score -1.403786e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -14037875.000000 Penalty: 3844.938232
	Iteration 58Q: 3 clusters Score -1.403788e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -14037885.000000 Penalty: 3844.938232
	Iteration 59Q: 3 clusters Score -1.403788e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -14037866.000000 Penalty: 3844.938232
	Iteration 60F: 3 clusters Score -1.403787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87565 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -14037867.000000 Penalty: 3844.938232
	Iteration 61Q: 3 clusters Score -1.403787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -14037861.000000 Penalty: 3844.938232
	Iteration 62Q: 3 clusters Score -1.403786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -14037874.000000 Penalty: 3844.938232
	Iteration 63Q: 3 clusters Score -1.403787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -14037870.000000 Penalty: 3844.938232
	Iteration 64Q: 3 clusters Score -1.403787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -14037880.000000 Penalty: 3844.938232
	Iteration 65Q: 3 clusters Score -1.403788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -14037882.000000 Penalty: 3844.938232
	Iteration 66Q: 3 clusters Score -1.403788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -14037876.000000 Penalty: 3844.938232
	Iteration 67Q: 3 clusters Score -1.403788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -14037871.000000 Penalty: 3844.938232
	Iteration 68Q: 3 clusters Score -1.403787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -14037868.000000 Penalty: 3844.938232
	Iteration 69Q: 3 clusters Score -1.403787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -14037866.000000 Penalty: 3844.938232
	Iteration 70Q: 3 clusters Score -1.403787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -14037855.000000 Penalty: 3844.938232
	Iteration 71Q: 3 clusters Score -1.403786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -14037861.000000 Penalty: 3844.938232
	Iteration 72Q: 3 clusters Score -1.403786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -14037859.000000 Penalty: 3844.938232
	Iteration 73Q: 3 clusters Score -1.403786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -14037855.000000 Penalty: 3844.938232
	Iteration 74Q: 3 clusters Score -1.403786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -14037865.000000 Penalty: 3844.938232
	Iteration 75Q: 3 clusters Score -1.403786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -14037857.000000 Penalty: 3844.938232
	Iteration 76Q: 3 clusters Score -1.403786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -14037863.000000 Penalty: 3844.938232
	Iteration 77Q: 3 clusters Score -1.403786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -14037852.000000 Penalty: 3844.938232
	Iteration 78Q: 3 clusters Score -1.403785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -14037853.000000 Penalty: 3844.938232
	Iteration 79Q: 3 clusters Score -1.403785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -14037854.000000 Penalty: 3844.938232
	Iteration 80F: 3 clusters Score -1.403785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -14037857.000000 Penalty: 3844.938232
	Iteration 81Q: 3 clusters Score -1.403786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -14037848.000000 Penalty: 3844.938232
	Iteration 82Q: 3 clusters Score -1.403785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -14037840.000000 Penalty: 3844.938232
	Iteration 83Q: 3 clusters Score -1.403784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -14037839.000000 Penalty: 3844.938232
	Iteration 84Q: 3 clusters Score -1.403784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -14037840.000000 Penalty: 3844.938232
	Iteration 85Q: 3 clusters Score -1.403784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -14037843.000000 Penalty: 3844.938232
	Iteration 86Q: 3 clusters Score -1.403784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -14037854.000000 Penalty: 3844.938232
	Iteration 87Q: 3 clusters Score -1.403785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -14037852.000000 Penalty: 3844.938232
	Iteration 88Q: 3 clusters Score -1.403785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -14037848.000000 Penalty: 3844.938232
	Iteration 89Q: 3 clusters Score -1.403785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -14037848.000000 Penalty: 3844.938232
	Iteration 90Q: 3 clusters Score -1.403785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -14037845.000000 Penalty: 3844.938232
	Iteration 91Q: 3 clusters Score -1.403784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -14037847.000000 Penalty: 3844.938232
	Iteration 92Q: 3 clusters Score -1.403785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -14037852.000000 Penalty: 3844.938232
	Iteration 93Q: 3 clusters Score -1.403785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -14037862.000000 Penalty: 3844.938232
	Iteration 94Q: 3 clusters Score -1.403786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -14037868.000000 Penalty: 3844.938232
	Iteration 95Q: 3 clusters Score -1.403787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -14037872.000000 Penalty: 3844.938232
	Iteration 96Q: 3 clusters Score -1.403787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -14037864.000000 Penalty: 3844.938232
	Iteration 97Q: 3 clusters Score -1.403786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -14037864.000000 Penalty: 3844.938232
	Iteration 98F: 3 clusters Score -1.403786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Entering Unmasked Estep 
Score: -5883462.500000 Penalty: 1778.536743
	Iteration 0F: 2 clusters Score -5883462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -5845709.000000 Penalty: 3557.073486
	Iteration 0F: 3 clusters Score -5845709 nChanged 26568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -5860851.500000 Penalty: 3557.073486
	Iteration 1F: 3 clusters Score -5860852 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5861356.500000 Penalty: 3557.073486
	Iteration 2Q: 3 clusters Score -5861356 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -5861923.500000 Penalty: 3557.073486
	Iteration 3Q: 3 clusters Score -5861924 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -5862605.000000 Penalty: 3557.073486
	Iteration 4Q: 3 clusters Score -5862605 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -5863487.500000 Penalty: 3557.073486
	Iteration 5Q: 3 clusters Score -5863488 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -5864481.000000 Penalty: 3557.073486
	Iteration 6Q: 3 clusters Score -5864481 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -5865660.500000 Penalty: 3557.073486
	Iteration 7Q: 3 clusters Score -5865660 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -5867179.500000 Penalty: 3557.073486
	Iteration 8Q: 3 clusters Score -5867180 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -5869045.000000 Penalty: 3557.073486
	Iteration 9F: 3 clusters Score -5869045 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5871095.000000 Penalty: 3557.073486
	Iteration 10F: 3 clusters Score -5871095 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5873009.000000 Penalty: 3557.073486
	Iteration 11Q: 3 clusters Score -5873009 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -5874673.000000 Penalty: 3557.073486
	Iteration 12Q: 3 clusters Score -5874673 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5875914.000000 Penalty: 3557.073486
	Iteration 13Q: 3 clusters Score -5875914 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -5876731.000000 Penalty: 3557.073486
	Iteration 14Q: 3 clusters Score -5876731 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -5877281.000000 Penalty: 3557.073486
	Iteration 15Q: 3 clusters Score -5877281 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -5877791.500000 Penalty: 3557.073486
	Iteration 16Q: 3 clusters Score -5877792 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -5878198.500000 Penalty: 3557.073486
	Iteration 17Q: 3 clusters Score -5878198 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -5878522.500000 Penalty: 3557.073486
	Iteration 18Q: 3 clusters Score -5878522 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -5878874.500000 Penalty: 3557.073486
	Iteration 19Q: 3 clusters Score -5878874 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -5879190.500000 Penalty: 3557.073486
	Iteration 20F: 3 clusters Score -5879190 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -5879576.500000 Penalty: 3557.073486
	Iteration 21Q: 3 clusters Score -5879576 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -5879951.500000 Penalty: 3557.073486
	Iteration 22Q: 3 clusters Score -5879952 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -5880324.000000 Penalty: 3557.073486
	Iteration 23Q: 3 clusters Score -5880324 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -5880647.000000 Penalty: 3557.073486
	Iteration 24Q: 3 clusters Score -5880647 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -5880898.500000 Penalty: 3557.073486
	Iteration 25Q: 3 clusters Score -5880898 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -5881104.500000 Penalty: 3557.073486
	Iteration 26Q: 3 clusters Score -5881104 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -5881278.500000 Penalty: 3557.073486
	Iteration 27Q: 3 clusters Score -5881278 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -5881431.000000 Penalty: 3557.073486
	Iteration 28Q: 3 clusters Score -5881431 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -5881531.000000 Penalty: 3557.073486
	Iteration 29Q: 3 clusters Score -5881531 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -5881604.000000 Penalty: 3557.073486
	Iteration 30Q: 3 clusters Score -5881604 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -5881664.500000 Penalty: 3557.073486
	Iteration 31Q: 3 clusters Score -5881664 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -5881728.500000 Penalty: 3557.073486
	Iteration 32Q: 3 clusters Score -5881728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -5881772.500000 Penalty: 3557.073486
	Iteration 33Q: 3 clusters Score -5881772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -5881837.500000 Penalty: 3557.073486
	Iteration 34Q: 3 clusters Score -5881838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -5881877.000000 Penalty: 3557.073486
	Iteration 35Q: 3 clusters Score -5881877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -5881907.000000 Penalty: 3557.073486
	Iteration 36Q: 3 clusters Score -5881907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -5881917.500000 Penalty: 3557.073486
	Iteration 37Q: 3 clusters Score -5881918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -5881935.500000 Penalty: 3557.073486
	Iteration 38Q: 3 clusters Score -5881936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -5881932.000000 Penalty: 3557.073486
	Iteration 39Q: 3 clusters Score -5881932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -5881933.500000 Penalty: 3557.073486
	Iteration 40F: 3 clusters Score -5881934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -5881935.000000 Penalty: 3557.073486
	Iteration 41Q: 3 clusters Score -5881935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -5881946.000000 Penalty: 3557.073486
	Iteration 42Q: 3 clusters Score -5881946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -5881944.500000 Penalty: 3557.073486
	Iteration 43Q: 3 clusters Score -5881944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -5881947.000000 Penalty: 3557.073486
	Iteration 44Q: 3 clusters Score -5881947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -5881940.500000 Penalty: 3557.073486
	Iteration 45Q: 3 clusters Score -5881940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -5881950.000000 Penalty: 3557.073486
	Iteration 46Q: 3 clusters Score -5881950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -5881950.000000 Penalty: 3557.073486
	Iteration 47Q: 3 clusters Score -5881950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -5881952.500000 Penalty: 3557.073486
	Iteration 48Q: 3 clusters Score -5881952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -5881950.500000 Penalty: 3557.073486
	Iteration 49Q: 3 clusters Score -5881950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -5881953.000000 Penalty: 3557.073486
	Iteration 50Q: 3 clusters Score -5881953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -5881948.500000 Penalty: 3557.073486
	Iteration 51Q: 3 clusters Score -5881948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -5881952.000000 Penalty: 3557.073486
	Iteration 52Q: 3 clusters Score -5881952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -5881958.500000 Penalty: 3557.073486
	Iteration 53Q: 3 clusters Score -5881958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -5881967.500000 Penalty: 3557.073486
	Iteration 54Q: 3 clusters Score -5881968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -5881960.500000 Penalty: 3557.073486
	Iteration 55Q: 3 clusters Score -5881960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -5881960.500000 Penalty: 3557.073486
	Iteration 56Q: 3 clusters Score -5881960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -5881963.500000 Penalty: 3557.073486
	Iteration 57Q: 3 clusters Score -5881964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -5881962.000000 Penalty: 3557.073486
	Iteration 58Q: 3 clusters Score -5881962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -5881966.500000 Penalty: 3557.073486
	Iteration 59Q: 3 clusters Score -5881966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -5881973.500000 Penalty: 3557.073486
	Iteration 60F: 3 clusters Score -5881974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -5881970.000000 Penalty: 3557.073486
	Iteration 61Q: 3 clusters Score -5881970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -5881968.000000 Penalty: 3557.073486
	Iteration 62Q: 3 clusters Score -5881968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -5881971.000000 Penalty: 3557.073486
	Iteration 63Q: 3 clusters Score -5881971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -5881972.000000 Penalty: 3557.073486
	Iteration 64Q: 3 clusters Score -5881972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -5881972.500000 Penalty: 3557.073486
	Iteration 65Q: 3 clusters Score -5881972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -5881980.500000 Penalty: 3557.073486
	Iteration 66Q: 3 clusters Score -5881980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -5881979.000000 Penalty: 3557.073486
	Iteration 67Q: 3 clusters Score -5881979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -5881983.500000 Penalty: 3557.073486
	Iteration 68Q: 3 clusters Score -5881984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -5881984.000000 Penalty: 3557.073486
	Iteration 69Q: 3 clusters Score -5881984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -5881985.500000 Penalty: 3557.073486
	Iteration 70Q: 3 clusters Score -5881986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -5881983.000000 Penalty: 3557.073486
	Iteration 71Q: 3 clusters Score -5881983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -5881982.500000 Penalty: 3557.073486
	Iteration 72Q: 3 clusters Score -5881982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -5881983.000000 Penalty: 3557.073486
	Iteration 73Q: 3 clusters Score -5881983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -5881986.500000 Penalty: 3557.073486
	Iteration 74Q: 3 clusters Score -5881986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -5881986.000000 Penalty: 3557.073486
	Iteration 75Q: 3 clusters Score -5881986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -5881993.000000 Penalty: 3557.073486
	Iteration 76Q: 3 clusters Score -5881993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -5881989.500000 Penalty: 3557.073486
	Iteration 77Q: 3 clusters Score -5881990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -5881992.000000 Penalty: 3557.073486
	Iteration 78Q: 3 clusters Score -5881992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -5881992.000000 Penalty: 3557.073486
	Iteration 79Q: 3 clusters Score -5881992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -5881992.000000 Penalty: 3557.073486
	Iteration 80F: 3 clusters Score -5881992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Entering Unmasked Estep 
Score: -224917.656250 Penalty: 1264.027466
	Iteration 0F: 2 clusters Score -224917.7 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 1208 members 
Entering Unmasked Estep 
Score: -222619.218750 Penalty: 2528.054932
	Iteration 0F: 3 clusters Score -222619.2 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -223219.843750 Penalty: 2528.054932
	Iteration 1F: 3 clusters Score -223219.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -223413.890625 Penalty: 2528.054932
	Iteration 2F: 3 clusters Score -223413.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -223598.718750 Penalty: 2528.054932
	Iteration 3F: 3 clusters Score -223598.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -223796.875000 Penalty: 2528.054932
	Iteration 4F: 3 clusters Score -223796.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -223979.640625 Penalty: 2528.054932
	Iteration 5F: 3 clusters Score -223979.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -224111.843750 Penalty: 2528.054932
	Iteration 6F: 3 clusters Score -224111.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -224210.906250 Penalty: 2528.054932
	Iteration 7Q: 3 clusters Score -224210.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -224275.156250 Penalty: 2528.054932
	Iteration 8Q: 3 clusters Score -224275.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -224319.328125 Penalty: 2528.054932
	Iteration 9Q: 3 clusters Score -224319.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -224349.921875 Penalty: 2528.054932
	Iteration 10Q: 3 clusters Score -224349.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -224365.984375 Penalty: 2528.054932
	Iteration 11Q: 3 clusters Score -224366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -224380.718750 Penalty: 2528.054932
	Iteration 12Q: 3 clusters Score -224380.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -224394.171875 Penalty: 2528.054932
	Iteration 13Q: 3 clusters Score -224394.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -224404.781250 Penalty: 2528.054932
	Iteration 14Q: 3 clusters Score -224404.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -224412.921875 Penalty: 2528.054932
	Iteration 15Q: 3 clusters Score -224412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -224416.125000 Penalty: 2528.054932
	Iteration 16Q: 3 clusters Score -224416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -224417.750000 Penalty: 2528.054932
	Iteration 17Q: 3 clusters Score -224417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -224419.515625 Penalty: 2528.054932
	Iteration 18Q: 3 clusters Score -224419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -224420.734375 Penalty: 2528.054932
	Iteration 19Q: 3 clusters Score -224420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -224420.734375 Penalty: 2528.054932
	Iteration 20F: 3 clusters Score -224420.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -266090.593750 Penalty: 1271.991455
	Iteration 0F: 2 clusters Score -266090.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -263679.843750 Penalty: 2543.982910
	Iteration 0F: 3 clusters Score -263679.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -264168.875000 Penalty: 2543.982910
	Iteration 1F: 3 clusters Score -264168.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -264277.562500 Penalty: 2543.982910
	Iteration 2F: 3 clusters Score -264277.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -264353.343750 Penalty: 2543.982910
	Iteration 3Q: 3 clusters Score -264353.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -264391.281250 Penalty: 2543.982910
	Iteration 4Q: 3 clusters Score -264391.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -264417.500000 Penalty: 2543.982910
	Iteration 5Q: 3 clusters Score -264417.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -264443.312500 Penalty: 2543.982910
	Iteration 6Q: 3 clusters Score -264443.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -264460.156250 Penalty: 2543.982910
	Iteration 7Q: 3 clusters Score -264460.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -264469.500000 Penalty: 2543.982910
	Iteration 8Q: 3 clusters Score -264469.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -264477.937500 Penalty: 2543.982910
	Iteration 9Q: 3 clusters Score -264477.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -264485.031250 Penalty: 2543.982910
	Iteration 10Q: 3 clusters Score -264485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -264489.000000 Penalty: 2543.982910
	Iteration 11Q: 3 clusters Score -264489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -264494.343750 Penalty: 2543.982910
	Iteration 12Q: 3 clusters Score -264494.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -264498.156250 Penalty: 2543.982910
	Iteration 13Q: 3 clusters Score -264498.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -264502.500000 Penalty: 2543.982910
	Iteration 14Q: 3 clusters Score -264502.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -264506.906250 Penalty: 2543.982910
	Iteration 15Q: 3 clusters Score -264506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -264508.906250 Penalty: 2543.982910
	Iteration 16Q: 3 clusters Score -264508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -264511.562500 Penalty: 2543.982910
	Iteration 17Q: 3 clusters Score -264511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -264513.468750 Penalty: 2543.982910
	Iteration 18Q: 3 clusters Score -264513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -264515.125000 Penalty: 2543.982910
	Iteration 19Q: 3 clusters Score -264515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -264517.468750 Penalty: 2543.982910
	Iteration 20F: 3 clusters Score -264517.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -264519.125000 Penalty: 2543.982910
	Iteration 21Q: 3 clusters Score -264519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -264520.843750 Penalty: 2543.982910
	Iteration 22Q: 3 clusters Score -264520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -264521.218750 Penalty: 2543.982910
	Iteration 23Q: 3 clusters Score -264521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -264521.468750 Penalty: 2543.982910
	Iteration 24Q: 3 clusters Score -264521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -264521.125000 Penalty: 2543.982910
	Iteration 25Q: 3 clusters Score -264521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -264521.843750 Penalty: 2543.982910
	Iteration 26Q: 3 clusters Score -264521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -264521.843750 Penalty: 2543.982910
	Iteration 27F: 3 clusters Score -264521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Entering Unmasked Estep 
Score: -297827.156250 Penalty: 1295.973389
	Iteration 0F: 2 clusters Score -297827.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -295173.312500 Penalty: 2591.946777
	Iteration 0F: 3 clusters Score -295173.3 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -295824.812500 Penalty: 2591.946777
	Iteration 1F: 3 clusters Score -295824.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -295917.750000 Penalty: 2591.946777
	Iteration 2F: 3 clusters Score -295917.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -295971.906250 Penalty: 2591.946777
	Iteration 3Q: 3 clusters Score -295971.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -296012.156250 Penalty: 2591.946777
	Iteration 4Q: 3 clusters Score -296012.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -296043.031250 Penalty: 2591.946777
	Iteration 5Q: 3 clusters Score -296043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -296064.750000 Penalty: 2591.946777
	Iteration 6Q: 3 clusters Score -296064.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -296083.937500 Penalty: 2591.946777
	Iteration 7Q: 3 clusters Score -296083.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -296100.625000 Penalty: 2591.946777
	Iteration 8Q: 3 clusters Score -296100.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -296115.031250 Penalty: 2591.946777
	Iteration 9Q: 3 clusters Score -296115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -296126.468750 Penalty: 2591.946777
	Iteration 10Q: 3 clusters Score -296126.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -296133.781250 Penalty: 2591.946777
	Iteration 11Q: 3 clusters Score -296133.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -296137.562500 Penalty: 2591.946777
	Iteration 12Q: 3 clusters Score -296137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -296139.125000 Penalty: 2591.946777
	Iteration 13Q: 3 clusters Score -296139.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -296142.125000 Penalty: 2591.946777
	Iteration 14Q: 3 clusters Score -296142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -296145.937500 Penalty: 2591.946777
	Iteration 15Q: 3 clusters Score -296145.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -296147.187500 Penalty: 2591.946777
	Iteration 16Q: 3 clusters Score -296147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -296148.718750 Penalty: 2591.946777
	Iteration 17Q: 3 clusters Score -296148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -296148.906250 Penalty: 2591.946777
	Iteration 18Q: 3 clusters Score -296148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -296149.718750 Penalty: 2591.946777
	Iteration 19Q: 3 clusters Score -296149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -296150.093750 Penalty: 2591.946777
	Iteration 20F: 3 clusters Score -296150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -296150.812500 Penalty: 2591.946777
	Iteration 21Q: 3 clusters Score -296150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -296154.687500 Penalty: 2591.946777
	Iteration 22Q: 3 clusters Score -296154.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -296162.937500 Penalty: 2591.946777
	Iteration 23Q: 3 clusters Score -296162.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -296175.843750 Penalty: 2591.946777
	Iteration 24Q: 3 clusters Score -296175.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -296192.531250 Penalty: 2591.946777
	Iteration 25Q: 3 clusters Score -296192.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -296213.593750 Penalty: 2591.946777
	Iteration 26Q: 3 clusters Score -296213.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -296235.187500 Penalty: 2591.946777
	Iteration 27Q: 3 clusters Score -296235.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -296260.562500 Penalty: 2591.946777
	Iteration 28Q: 3 clusters Score -296260.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -296285.468750 Penalty: 2591.946777
	Iteration 29Q: 3 clusters Score -296285.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -296304.531250 Penalty: 2591.946777
	Iteration 30Q: 3 clusters Score -296304.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -296326.312500 Penalty: 2591.946777
	Iteration 31Q: 3 clusters Score -296326.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -296352.968750 Penalty: 2591.946777
	Iteration 32Q: 3 clusters Score -296353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -296379.531250 Penalty: 2591.946777
	Iteration 33Q: 3 clusters Score -296379.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -296415.156250 Penalty: 2591.946777
	Iteration 34Q: 3 clusters Score -296415.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -296462.468750 Penalty: 2591.946777
	Iteration 35Q: 3 clusters Score -296462.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -296535.187500 Penalty: 2591.946777
	Iteration 36Q: 3 clusters Score -296535.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -296599.500000 Penalty: 2591.946777
	Iteration 37Q: 3 clusters Score -296599.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -296658.781250 Penalty: 2591.946777
	Iteration 38Q: 3 clusters Score -296658.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -296721.593750 Penalty: 2591.946777
	Iteration 39Q: 3 clusters Score -296721.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -296804.687500 Penalty: 2591.946777
	Iteration 40F: 3 clusters Score -296804.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -296879.656250 Penalty: 2591.946777
	Iteration 41Q: 3 clusters Score -296879.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -296946.468750 Penalty: 2591.946777
	Iteration 42Q: 3 clusters Score -296946.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -297008.343750 Penalty: 2591.946777
	Iteration 43Q: 3 clusters Score -297008.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -297048.937500 Penalty: 2591.946777
	Iteration 44Q: 3 clusters Score -297048.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -297076.875000 Penalty: 2591.946777
	Iteration 45Q: 3 clusters Score -297076.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -297097.343750 Penalty: 2591.946777
	Iteration 46Q: 3 clusters Score -297097.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -297113.281250 Penalty: 2591.946777
	Iteration 47Q: 3 clusters Score -297113.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -297124.156250 Penalty: 2591.946777
	Iteration 48Q: 3 clusters Score -297124.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -297128.531250 Penalty: 2591.946777
	Iteration 49Q: 3 clusters Score -297128.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -297134.031250 Penalty: 2591.946777
	Iteration 50Q: 3 clusters Score -297134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -297138.562500 Penalty: 2591.946777
	Iteration 51Q: 3 clusters Score -297138.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -297139.281250 Penalty: 2591.946777
	Iteration 52Q: 3 clusters Score -297139.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -297140.656250 Penalty: 2591.946777
	Iteration 53Q: 3 clusters Score -297140.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -297141.218750 Penalty: 2591.946777
	Iteration 54Q: 3 clusters Score -297141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -297141.218750 Penalty: 2591.946777
	Iteration 55F: 3 clusters Score -297141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 93074 members 
Mstep: Class 3 contains 245916 members 
Mstep: Class 4 contains 278661 members 
Mstep: Class 5 contains 31307 members 
Mstep: Class 6 contains 3378 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10656 members 
Mstep: Class 9 contains 2094 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 137390 members 
Mstep: Class 13 contains 56661 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128088.000000 Penalty: 33526.671875
Iteration 79Q: 16 clusters Score -9.412809e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 93103 members 
Mstep: Class 3 contains 245789 members 
Mstep: Class 4 contains 278644 members 
Mstep: Class 5 contains 31310 members 
Mstep: Class 6 contains 3379 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10693 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21266 members 
Mstep: Class 12 contains 137408 members 
Mstep: Class 13 contains 56732 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128088.000000 Penalty: 33526.671875
Iteration 80F: 16 clusters Score -9.412809e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 93142 members 
Mstep: Class 3 contains 245675 members 
Mstep: Class 4 contains 278636 members 
Mstep: Class 5 contains 31302 members 
Mstep: Class 6 contains 3379 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21260 members 
Mstep: Class 12 contains 137419 members 
Mstep: Class 13 contains 56802 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128056.000000 Penalty: 33526.671875
Iteration 81Q: 16 clusters Score -9.412806e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 93173 members 
Mstep: Class 3 contains 245571 members 
Mstep: Class 4 contains 278625 members 
Mstep: Class 5 contains 31296 members 
Mstep: Class 6 contains 3381 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10765 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21243 members 
Mstep: Class 12 contains 137434 members 
Mstep: Class 13 contains 56873 members 
Mstep: Class 17 contains 2345 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128032.000000 Penalty: 33526.671875
Iteration 82Q: 16 clusters Score -9.412803e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 93192 members 
Mstep: Class 3 contains 245441 members 
Mstep: Class 4 contains 278616 members 
Mstep: Class 5 contains 31302 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10793 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21232 members 
Mstep: Class 12 contains 137454 members 
Mstep: Class 13 contains 56942 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 20 contains 2481 members 
Mstep: Class 21 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128080.000000 Penalty: 33526.671875
Iteration 83Q: 16 clusters Score -9.412808e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 93201 members 
Mstep: Class 3 contains 245337 members 
Mstep: Class 4 contains 278626 members 
Mstep: Class 5 contains 31305 members 
Mstep: Class 6 contains 3390 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10823 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21219 members 
Mstep: Class 12 contains 137472 members 
Mstep: Class 13 contains 56992 members 
Mstep: Class 17 contains 2317 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128024.000000 Penalty: 33526.671875
Iteration 84Q: 16 clusters Score -9.412802e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 93219 members 
Mstep: Class 3 contains 245237 members 
Mstep: Class 4 contains 278634 members 
Mstep: Class 5 contains 31307 members 
Mstep: Class 6 contains 3394 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10847 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21207 members 
Mstep: Class 12 contains 137490 members 
Mstep: Class 13 contains 57038 members 
Mstep: Class 17 contains 2307 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127976.000000 Penalty: 33526.671875
Iteration 85Q: 16 clusters Score -9.412798e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 93234 members 
Mstep: Class 3 contains 245157 members 
Mstep: Class 4 contains 278628 members 
Mstep: Class 5 contains 31309 members 
Mstep: Class 6 contains 3400 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10870 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21205 members 
Mstep: Class 12 contains 137501 members 
Mstep: Class 13 contains 57081 members 
Mstep: Class 17 contains 2295 members 
Mstep: Class 20 contains 2470 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128056.000000 Penalty: 33526.671875
Iteration 86Q: 16 clusters Score -9.412806e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 93258 members 
Mstep: Class 3 contains 245063 members 
Mstep: Class 4 contains 278625 members 
Mstep: Class 5 contains 31309 members 
Mstep: Class 6 contains 3403 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10897 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21203 members 
Mstep: Class 12 contains 137522 members 
Mstep: Class 13 contains 57121 members 
Mstep: Class 17 contains 2283 members 
Mstep: Class 20 contains 2467 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127984.000000 Penalty: 33526.671875
Iteration 87Q: 16 clusters Score -9.412798e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 93279 members 
Mstep: Class 3 contains 244962 members 
Mstep: Class 4 contains 278628 members 
Mstep: Class 5 contains 31311 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10922 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21201 members 
Mstep: Class 12 contains 137549 members 
Mstep: Class 13 contains 57159 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 20 contains 2466 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128072.000000 Penalty: 33526.671875
Iteration 88Q: 16 clusters Score -9.412807e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 93309 members 
Mstep: Class 3 contains 244865 members 
Mstep: Class 4 contains 278618 members 
Mstep: Class 5 contains 31314 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10940 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21195 members 
Mstep: Class 12 contains 137579 members 
Mstep: Class 13 contains 57202 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 20 contains 2457 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128024.000000 Penalty: 33526.671875
Iteration 89Q: 16 clusters Score -9.412802e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 93328 members 
Mstep: Class 3 contains 244783 members 
Mstep: Class 4 contains 278622 members 
Mstep: Class 5 contains 31317 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21190 members 
Mstep: Class 12 contains 137589 members 
Mstep: Class 13 contains 57238 members 
Mstep: Class 17 contains 2265 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127976.000000 Penalty: 33526.671875
Iteration 90Q: 16 clusters Score -9.412798e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 93337 members 
Mstep: Class 3 contains 244706 members 
Mstep: Class 4 contains 278629 members 
Mstep: Class 5 contains 31323 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10965 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21190 members 
Mstep: Class 12 contains 137596 members 
Mstep: Class 13 contains 57276 members 
Mstep: Class 17 contains 2262 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128056.000000 Penalty: 33526.671875
Iteration 91Q: 16 clusters Score -9.412806e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 93342 members 
Mstep: Class 3 contains 244629 members 
Mstep: Class 4 contains 278640 members 
Mstep: Class 5 contains 31326 members 
Mstep: Class 6 contains 3407 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10976 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 11 contains 21184 members 
Mstep: Class 12 contains 137614 members 
Mstep: Class 13 contains 57316 members 
Mstep: Class 17 contains 2260 members 
Mstep: Class 20 contains 2447 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128096.000000 Penalty: 33526.671875
Iteration 92Q: 16 clusters Score -9.41281e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 93354 members 
Mstep: Class 3 contains 244564 members 
Mstep: Class 4 contains 278647 members 
Mstep: Class 5 contains 31330 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10989 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21179 members 
Mstep: Class 12 contains 137624 members 
Mstep: Class 13 contains 57344 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128096.000000 Penalty: 33526.671875
Iteration 93Q: 16 clusters Score -9.41281e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 93361 members 
Mstep: Class 3 contains 244514 members 
Mstep: Class 4 contains 278649 members 
Mstep: Class 5 contains 31335 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 10999 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21171 members 
Mstep: Class 12 contains 137629 members 
Mstep: Class 13 contains 57370 members 
Mstep: Class 17 contains 2252 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128200.000000 Penalty: 33526.671875
Iteration 94Q: 16 clusters Score -9.41282e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 93373 members 
Mstep: Class 3 contains 244453 members 
Mstep: Class 4 contains 278635 members 
Mstep: Class 5 contains 31338 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11010 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21166 members 
Mstep: Class 12 contains 137643 members 
Mstep: Class 13 contains 57409 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128232.000000 Penalty: 33526.671875
Iteration 95Q: 16 clusters Score -9.412823e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 93381 members 
Mstep: Class 3 contains 244412 members 
Mstep: Class 4 contains 278627 members 
Mstep: Class 5 contains 31343 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11021 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21165 members 
Mstep: Class 12 contains 137655 members 
Mstep: Class 13 contains 57429 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128072.000000 Penalty: 33526.671875
Iteration 96Q: 16 clusters Score -9.412807e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 93394 members 
Mstep: Class 3 contains 244368 members 
Mstep: Class 4 contains 278617 members 
Mstep: Class 5 contains 31344 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11026 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21164 members 
Mstep: Class 12 contains 137672 members 
Mstep: Class 13 contains 57440 members 
Mstep: Class 17 contains 2241 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128136.000000 Penalty: 33526.671875
Iteration 97Q: 16 clusters Score -9.412814e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 93408 members 
Mstep: Class 3 contains 244313 members 
Mstep: Class 4 contains 278618 members 
Mstep: Class 5 contains 31354 members 
Mstep: Class 6 contains 3410 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11032 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21165 members 
Mstep: Class 12 contains 137683 members 
Mstep: Class 13 contains 57457 members 
Mstep: Class 17 contains 2237 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128264.000000 Penalty: 33526.671875
Iteration 98Q: 16 clusters Score -9.412826e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 93423 members 
Mstep: Class 3 contains 244272 members 
Mstep: Class 4 contains 278613 members 
Mstep: Class 5 contains 31359 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11035 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137691 members 
Mstep: Class 13 contains 57473 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128264.000000 Penalty: 33526.671875
Iteration 99Q: 16 clusters Score -9.412826e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 93442 members 
Mstep: Class 3 contains 244231 members 
Mstep: Class 4 contains 278607 members 
Mstep: Class 5 contains 31366 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11039 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137702 members 
Mstep: Class 13 contains 57486 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128248.000000 Penalty: 33526.671875
Iteration 100F: 16 clusters Score -9.412825e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 93452 members 
Mstep: Class 3 contains 244184 members 
Mstep: Class 4 contains 278613 members 
Mstep: Class 5 contains 31374 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11040 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21170 members 
Mstep: Class 12 contains 137711 members 
Mstep: Class 13 contains 57502 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128264.000000 Penalty: 33526.671875
Iteration 101Q: 16 clusters Score -9.412826e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 93463 members 
Mstep: Class 3 contains 244146 members 
Mstep: Class 4 contains 278617 members 
Mstep: Class 5 contains 31378 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21167 members 
Mstep: Class 12 contains 137716 members 
Mstep: Class 13 contains 57519 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 20 contains 2403 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128296.000000 Penalty: 33526.671875
Iteration 102Q: 16 clusters Score -9.41283e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 93477 members 
Mstep: Class 3 contains 244099 members 
Mstep: Class 4 contains 278628 members 
Mstep: Class 5 contains 31380 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11047 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21167 members 
Mstep: Class 12 contains 137720 members 
Mstep: Class 13 contains 57535 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128272.000000 Penalty: 33526.671875
Iteration 103Q: 16 clusters Score -9.412827e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 93484 members 
Mstep: Class 3 contains 244070 members 
Mstep: Class 4 contains 278639 members 
Mstep: Class 5 contains 31384 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21166 members 
Mstep: Class 12 contains 137724 members 
Mstep: Class 13 contains 57539 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128264.000000 Penalty: 33526.671875
Iteration 104Q: 16 clusters Score -9.412826e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 93488 members 
Mstep: Class 3 contains 244034 members 
Mstep: Class 4 contains 278651 members 
Mstep: Class 5 contains 31388 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11054 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21165 members 
Mstep: Class 12 contains 137728 members 
Mstep: Class 13 contains 57550 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128312.000000 Penalty: 33526.671875
Iteration 105Q: 16 clusters Score -9.412831e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 93496 members 
Mstep: Class 3 contains 243989 members 
Mstep: Class 4 contains 278671 members 
Mstep: Class 5 contains 31391 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11057 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21167 members 
Mstep: Class 12 contains 137731 members 
Mstep: Class 13 contains 57558 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128272.000000 Penalty: 33526.671875
Iteration 106Q: 16 clusters Score -9.412827e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 93507 members 
Mstep: Class 3 contains 243938 members 
Mstep: Class 4 contains 278695 members 
Mstep: Class 5 contains 31396 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11060 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21167 members 
Mstep: Class 12 contains 137733 members 
Mstep: Class 13 contains 57567 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128336.000000 Penalty: 33526.671875
Iteration 107Q: 16 clusters Score -9.412834e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 93521 members 
Mstep: Class 3 contains 243893 members 
Mstep: Class 4 contains 278708 members 
Mstep: Class 5 contains 31402 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11063 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137730 members 
Mstep: Class 13 contains 57579 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128264.000000 Penalty: 33526.671875
Iteration 108Q: 16 clusters Score -9.412826e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 93531 members 
Mstep: Class 3 contains 243865 members 
Mstep: Class 4 contains 278712 members 
Mstep: Class 5 contains 31405 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11067 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137734 members 
Mstep: Class 13 contains 57590 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 20 contains 2389 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128320.000000 Penalty: 33526.671875
Iteration 109Q: 16 clusters Score -9.412832e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 93532 members 
Mstep: Class 3 contains 243838 members 
Mstep: Class 4 contains 278717 members 
Mstep: Class 5 contains 31411 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137739 members 
Mstep: Class 13 contains 57599 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128376.000000 Penalty: 33526.671875
Iteration 110Q: 16 clusters Score -9.412838e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 93534 members 
Mstep: Class 3 contains 243813 members 
Mstep: Class 4 contains 278720 members 
Mstep: Class 5 contains 31415 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11076 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137745 members 
Mstep: Class 13 contains 57608 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128352.000000 Penalty: 33526.671875
Iteration 111Q: 16 clusters Score -9.412835e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 93537 members 
Mstep: Class 3 contains 243785 members 
Mstep: Class 4 contains 278720 members 
Mstep: Class 5 contains 31418 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11086 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137757 members 
Mstep: Class 13 contains 57617 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128392.000000 Penalty: 33526.671875
Iteration 112Q: 16 clusters Score -9.412839e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 93540 members 
Mstep: Class 3 contains 243763 members 
Mstep: Class 4 contains 278724 members 
Mstep: Class 5 contains 31420 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21171 members 
Mstep: Class 12 contains 137761 members 
Mstep: Class 13 contains 57624 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128456.000000 Penalty: 33526.671875
Iteration 113Q: 16 clusters Score -9.412846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 93543 members 
Mstep: Class 3 contains 243748 members 
Mstep: Class 4 contains 278731 members 
Mstep: Class 5 contains 31421 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11108 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21170 members 
Mstep: Class 12 contains 137765 members 
Mstep: Class 13 contains 57626 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128384.000000 Penalty: 33526.671875
Iteration 114Q: 16 clusters Score -9.412838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 93544 members 
Mstep: Class 3 contains 243735 members 
Mstep: Class 4 contains 278733 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11115 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21170 members 
Mstep: Class 12 contains 137770 members 
Mstep: Class 13 contains 57630 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128416.000000 Penalty: 33526.671875
Iteration 115Q: 16 clusters Score -9.412842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 93547 members 
Mstep: Class 3 contains 243722 members 
Mstep: Class 4 contains 278735 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11126 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137774 members 
Mstep: Class 13 contains 57634 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128416.000000 Penalty: 33526.671875
Iteration 116Q: 16 clusters Score -9.412842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 93551 members 
Mstep: Class 3 contains 243707 members 
Mstep: Class 4 contains 278735 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11135 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137779 members 
Mstep: Class 13 contains 57639 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128384.000000 Penalty: 33526.671875
Iteration 117Q: 16 clusters Score -9.412838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 93553 members 
Mstep: Class 3 contains 243698 members 
Mstep: Class 4 contains 278732 members 
Mstep: Class 5 contains 31423 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137785 members 
Mstep: Class 13 contains 57642 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128408.000000 Penalty: 33526.671875
Iteration 118Q: 16 clusters Score -9.412841e+07 nChanged 22
Entering ConstructFrom: 
Score: -94128408.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (52396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Entering Unmasked Estep 
Score: -5223548.500000 Penalty: 1765.820190
	Iteration 0F: 2 clusters Score -5223548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -5188586.500000 Penalty: 3531.640381
	Iteration 0F: 3 clusters Score -5188586 nChanged 24566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -5202722.500000 Penalty: 3531.640381
	Iteration 1F: 3 clusters Score -5202722 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -5203325.500000 Penalty: 3531.640381
	Iteration 2Q: 3 clusters Score -5203326 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5204070.000000 Penalty: 3531.640381
	Iteration 3Q: 3 clusters Score -5204070 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -5204935.500000 Penalty: 3531.640381
	Iteration 4Q: 3 clusters Score -5204936 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -5206196.500000 Penalty: 3531.640381
	Iteration 5Q: 3 clusters Score -5206196 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -5208281.000000 Penalty: 3531.640381
	Iteration 6F: 3 clusters Score -5208281 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -5211040.000000 Penalty: 3531.640381
	Iteration 7F: 3 clusters Score -5211040 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -5214450.500000 Penalty: 3531.640381
	Iteration 8F: 3 clusters Score -5214450 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -5217409.000000 Penalty: 3531.640381
	Iteration 9F: 3 clusters Score -5217409 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5219423.000000 Penalty: 3531.640381
	Iteration 10Q: 3 clusters Score -5219423 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5220592.500000 Penalty: 3531.640381
	Iteration 11Q: 3 clusters Score -5220592 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5221254.000000 Penalty: 3531.640381
	Iteration 12Q: 3 clusters Score -5221254 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5221635.000000 Penalty: 3531.640381
	Iteration 13Q: 3 clusters Score -5221635 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5221845.000000 Penalty: 3531.640381
	Iteration 14Q: 3 clusters Score -5221845 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5221946.000000 Penalty: 3531.640381
	Iteration 15Q: 3 clusters Score -5221946 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5222024.500000 Penalty: 3531.640381
	Iteration 16Q: 3 clusters Score -5222024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5222074.500000 Penalty: 3531.640381
	Iteration 17Q: 3 clusters Score -5222074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5222100.000000 Penalty: 3531.640381
	Iteration 18Q: 3 clusters Score -5222100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5222125.500000 Penalty: 3531.640381
	Iteration 19Q: 3 clusters Score -5222126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5222150.000000 Penalty: 3531.640381
	Iteration 20F: 3 clusters Score -5222150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5222173.500000 Penalty: 3531.640381
	Iteration 21Q: 3 clusters Score -5222174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5222197.500000 Penalty: 3531.640381
	Iteration 22Q: 3 clusters Score -5222198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5222202.500000 Penalty: 3531.640381
	Iteration 23Q: 3 clusters Score -5222202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5222205.000000 Penalty: 3531.640381
	Iteration 24Q: 3 clusters Score -5222205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5222207.000000 Penalty: 3531.640381
	Iteration 25Q: 3 clusters Score -5222207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5222209.500000 Penalty: 3531.640381
	Iteration 26Q: 3 clusters Score -5222210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5222202.500000 Penalty: 3531.640381
	Iteration 27Q: 3 clusters Score -5222202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5222205.000000 Penalty: 3531.640381
	Iteration 28Q: 3 clusters Score -5222205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5222206.000000 Penalty: 3531.640381
	Iteration 29Q: 3 clusters Score -5222206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5222207.500000 Penalty: 3531.640381
	Iteration 30Q: 3 clusters Score -5222208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5222206.500000 Penalty: 3531.640381
	Iteration 31Q: 3 clusters Score -5222206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5222209.000000 Penalty: 3531.640381
	Iteration 32Q: 3 clusters Score -5222209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5222213.500000 Penalty: 3531.640381
	Iteration 33Q: 3 clusters Score -5222214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5222213.500000 Penalty: 3531.640381
	Iteration 34F: 3 clusters Score -5222214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Entering Unmasked Estep 
Score: -9685498.000000 Penalty: 1860.024414
	Iteration 0F: 2 clusters Score -9685498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -9622829.000000 Penalty: 3720.048828
	Iteration 0F: 3 clusters Score -9622829 nChanged 44598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -9649018.000000 Penalty: 3720.048828
	Iteration 1F: 3 clusters Score -9649018 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -9649892.000000 Penalty: 3720.048828
	Iteration 2Q: 3 clusters Score -9649892 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -9651157.000000 Penalty: 3720.048828
	Iteration 3Q: 3 clusters Score -9651157 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -9653197.000000 Penalty: 3720.048828
	Iteration 4Q: 3 clusters Score -9653197 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -9656511.000000 Penalty: 3720.048828
	Iteration 5F: 3 clusters Score -9656511 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -9660981.000000 Penalty: 3720.048828
	Iteration 6F: 3 clusters Score -9660981 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -9665851.000000 Penalty: 3720.048828
	Iteration 7F: 3 clusters Score -9665851 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -9670588.000000 Penalty: 3720.048828
	Iteration 8F: 3 clusters Score -9670588 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -9674530.000000 Penalty: 3720.048828
	Iteration 9Q: 3 clusters Score -9674530 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -9677318.000000 Penalty: 3720.048828
	Iteration 10Q: 3 clusters Score -9677318 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -9679281.000000 Penalty: 3720.048828
	Iteration 11Q: 3 clusters Score -9679281 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -9680639.000000 Penalty: 3720.048828
	Iteration 12Q: 3 clusters Score -9680639 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -9681686.000000 Penalty: 3720.048828
	Iteration 13Q: 3 clusters Score -9681686 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9682489.000000 Penalty: 3720.048828
	Iteration 14Q: 3 clusters Score -9682489 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9683000.000000 Penalty: 3720.048828
	Iteration 15Q: 3 clusters Score -9683000 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9683316.000000 Penalty: 3720.048828
	Iteration 16Q: 3 clusters Score -9683316 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92608 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9683513.000000 Penalty: 3720.048828
	Iteration 17Q: 3 clusters Score -9683513 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9683636.000000 Penalty: 3720.048828
	Iteration 18Q: 3 clusters Score -9683636 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92920 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9683696.000000 Penalty: 3720.048828
	Iteration 19Q: 3 clusters Score -9683696 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9683760.000000 Penalty: 3720.048828
	Iteration 20F: 3 clusters Score -9683760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9683812.000000 Penalty: 3720.048828
	Iteration 21Q: 3 clusters Score -9683812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9683851.000000 Penalty: 3720.048828
	Iteration 22Q: 3 clusters Score -9683851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9683873.000000 Penalty: 3720.048828
	Iteration 23Q: 3 clusters Score -9683873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9683889.000000 Penalty: 3720.048828
	Iteration 24Q: 3 clusters Score -9683889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9683901.000000 Penalty: 3720.048828
	Iteration 25Q: 3 clusters Score -9683901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9683912.000000 Penalty: 3720.048828
	Iteration 26Q: 3 clusters Score -9683912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9683920.000000 Penalty: 3720.048828
	Iteration 27Q: 3 clusters Score -9683920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9683938.000000 Penalty: 3720.048828
	Iteration 28Q: 3 clusters Score -9683938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9683940.000000 Penalty: 3720.048828
	Iteration 29Q: 3 clusters Score -9683940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9683935.000000 Penalty: 3720.048828
	Iteration 30Q: 3 clusters Score -9683935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9683935.000000 Penalty: 3720.048828
	Iteration 31F: 3 clusters Score -9683935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (243688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243688 members 
Entering Unmasked Estep 
Score: -24767558.000000 Penalty: 2015.592041
	Iteration 0F: 2 clusters Score -2.476756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121588 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -24606838.000000 Penalty: 4031.184082
	Iteration 0F: 3 clusters Score -2.460684e+07 nChanged 118661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117333 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -24678216.000000 Penalty: 4031.184082
	Iteration 1F: 3 clusters Score -2.467822e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113885 members 
Mstep: Class 2 contains 129803 members 
Entering Unmasked Estep 
Score: -24679992.000000 Penalty: 4031.184082
	Iteration 2Q: 3 clusters Score -2.467999e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108517 members 
Mstep: Class 2 contains 135171 members 
Entering Unmasked Estep 
Score: -24682808.000000 Penalty: 4031.184082
	Iteration 3Q: 3 clusters Score -2.468281e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 143538 members 
Entering Unmasked Estep 
Score: -24687368.000000 Penalty: 4031.184082
	Iteration 4Q: 3 clusters Score -2.468737e+07 nChanged 14349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 155709 members 
Entering Unmasked Estep 
Score: -24695702.000000 Penalty: 4031.184082
	Iteration 5F: 3 clusters Score -2.46957e+07 nChanged 18089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 171916 members 
Entering Unmasked Estep 
Score: -24709216.000000 Penalty: 4031.184082
	Iteration 6F: 3 clusters Score -2.470922e+07 nChanged 19475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 189807 members 
Entering Unmasked Estep 
Score: -24726268.000000 Penalty: 4031.184082
	Iteration 7F: 3 clusters Score -2.472627e+07 nChanged 16595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 204904 members 
Entering Unmasked Estep 
Score: -24741528.000000 Penalty: 4031.184082
	Iteration 8F: 3 clusters Score -2.474153e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 214589 members 
Entering Unmasked Estep 
Score: -24750732.000000 Penalty: 4031.184082
	Iteration 9Q: 3 clusters Score -2.475073e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 220383 members 
Entering Unmasked Estep 
Score: -24755606.000000 Penalty: 4031.184082
	Iteration 10Q: 3 clusters Score -2.475561e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 224275 members 
Entering Unmasked Estep 
Score: -24758322.000000 Penalty: 4031.184082
	Iteration 11Q: 3 clusters Score -2.475832e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 227173 members 
Entering Unmasked Estep 
Score: -24760178.000000 Penalty: 4031.184082
	Iteration 12Q: 3 clusters Score -2.476018e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 229528 members 
Entering Unmasked Estep 
Score: -24761484.000000 Penalty: 4031.184082
	Iteration 13Q: 3 clusters Score -2.476148e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 231442 members 
Entering Unmasked Estep 
Score: -24762604.000000 Penalty: 4031.184082
	Iteration 14Q: 3 clusters Score -2.47626e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 232942 members 
Entering Unmasked Estep 
Score: -24763446.000000 Penalty: 4031.184082
	Iteration 15Q: 3 clusters Score -2.476345e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 234128 members 
Entering Unmasked Estep 
Score: -24764094.000000 Penalty: 4031.184082
	Iteration 16Q: 3 clusters Score -2.476409e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 235034 members 
Entering Unmasked Estep 
Score: -24764584.000000 Penalty: 4031.184082
	Iteration 17Q: 3 clusters Score -2.476458e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 235726 members 
Entering Unmasked Estep 
Score: -24764790.000000 Penalty: 4031.184082
	Iteration 18Q: 3 clusters Score -2.476479e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 236255 members 
Entering Unmasked Estep 
Score: -24764984.000000 Penalty: 4031.184082
	Iteration 19Q: 3 clusters Score -2.476498e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 236704 members 
Entering Unmasked Estep 
Score: -24765132.000000 Penalty: 4031.184082
	Iteration 20F: 3 clusters Score -2.476513e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 237081 members 
Entering Unmasked Estep 
Score: -24765312.000000 Penalty: 4031.184082
	Iteration 21Q: 3 clusters Score -2.476531e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 237386 members 
Entering Unmasked Estep 
Score: -24765366.000000 Penalty: 4031.184082
	Iteration 22Q: 3 clusters Score -2.476537e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 237647 members 
Entering Unmasked Estep 
Score: -24765408.000000 Penalty: 4031.184082
	Iteration 23Q: 3 clusters Score -2.476541e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 237890 members 
Entering Unmasked Estep 
Score: -24765426.000000 Penalty: 4031.184082
	Iteration 24Q: 3 clusters Score -2.476543e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 238065 members 
Entering Unmasked Estep 
Score: -24765510.000000 Penalty: 4031.184082
	Iteration 25Q: 3 clusters Score -2.476551e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 238221 members 
Entering Unmasked Estep 
Score: -24765590.000000 Penalty: 4031.184082
	Iteration 26Q: 3 clusters Score -2.476559e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 238333 members 
Entering Unmasked Estep 
Score: -24765576.000000 Penalty: 4031.184082
	Iteration 27Q: 3 clusters Score -2.476558e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 238426 members 
Entering Unmasked Estep 
Score: -24765624.000000 Penalty: 4031.184082
	Iteration 28Q: 3 clusters Score -2.476562e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 238504 members 
Entering Unmasked Estep 
Score: -24765632.000000 Penalty: 4031.184082
	Iteration 29Q: 3 clusters Score -2.476563e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 238589 members 
Entering Unmasked Estep 
Score: -24765666.000000 Penalty: 4031.184082
	Iteration 30Q: 3 clusters Score -2.476567e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 238673 members 
Entering Unmasked Estep 
Score: -24765650.000000 Penalty: 4031.184082
	Iteration 31Q: 3 clusters Score -2.476565e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 238746 members 
Entering Unmasked Estep 
Score: -24765674.000000 Penalty: 4031.184082
	Iteration 32Q: 3 clusters Score -2.476567e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 238828 members 
Entering Unmasked Estep 
Score: -24765672.000000 Penalty: 4031.184082
	Iteration 33Q: 3 clusters Score -2.476567e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 238901 members 
Entering Unmasked Estep 
Score: -24765682.000000 Penalty: 4031.184082
	Iteration 34Q: 3 clusters Score -2.476568e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 238972 members 
Entering Unmasked Estep 
Score: -24765710.000000 Penalty: 4031.184082
	Iteration 35Q: 3 clusters Score -2.476571e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 239031 members 
Entering Unmasked Estep 
Score: -24765690.000000 Penalty: 4031.184082
	Iteration 36Q: 3 clusters Score -2.476569e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 239090 members 
Entering Unmasked Estep 
Score: -24765722.000000 Penalty: 4031.184082
	Iteration 37Q: 3 clusters Score -2.476572e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 239138 members 
Entering Unmasked Estep 
Score: -24765714.000000 Penalty: 4031.184082
	Iteration 38Q: 3 clusters Score -2.476571e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 239165 members 
Entering Unmasked Estep 
Score: -24765720.000000 Penalty: 4031.184082
	Iteration 39Q: 3 clusters Score -2.476572e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 239201 members 
Entering Unmasked Estep 
Score: -24765732.000000 Penalty: 4031.184082
	Iteration 40F: 3 clusters Score -2.476573e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 239233 members 
Entering Unmasked Estep 
Score: -24765750.000000 Penalty: 4031.184082
	Iteration 41Q: 3 clusters Score -2.476575e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 239260 members 
Entering Unmasked Estep 
Score: -24765768.000000 Penalty: 4031.184082
	Iteration 42Q: 3 clusters Score -2.476577e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 239300 members 
Entering Unmasked Estep 
Score: -24765774.000000 Penalty: 4031.184082
	Iteration 43Q: 3 clusters Score -2.476577e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 239343 members 
Entering Unmasked Estep 
Score: -24765788.000000 Penalty: 4031.184082
	Iteration 44Q: 3 clusters Score -2.476579e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 239391 members 
Entering Unmasked Estep 
Score: -24765786.000000 Penalty: 4031.184082
	Iteration 45Q: 3 clusters Score -2.476579e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 239417 members 
Entering Unmasked Estep 
Score: -24765782.000000 Penalty: 4031.184082
	Iteration 46Q: 3 clusters Score -2.476578e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 239461 members 
Entering Unmasked Estep 
Score: -24765792.000000 Penalty: 4031.184082
	Iteration 47Q: 3 clusters Score -2.476579e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 239499 members 
Entering Unmasked Estep 
Score: -24765812.000000 Penalty: 4031.184082
	Iteration 48Q: 3 clusters Score -2.476581e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 239538 members 
Entering Unmasked Estep 
Score: -24765796.000000 Penalty: 4031.184082
	Iteration 49Q: 3 clusters Score -2.47658e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 239567 members 
Entering Unmasked Estep 
Score: -24765804.000000 Penalty: 4031.184082
	Iteration 50Q: 3 clusters Score -2.47658e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 239616 members 
Entering Unmasked Estep 
Score: -24765836.000000 Penalty: 4031.184082
	Iteration 51Q: 3 clusters Score -2.476584e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 239666 members 
Entering Unmasked Estep 
Score: -24765856.000000 Penalty: 4031.184082
	Iteration 52Q: 3 clusters Score -2.476586e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 239711 members 
Entering Unmasked Estep 
Score: -24765870.000000 Penalty: 4031.184082
	Iteration 53Q: 3 clusters Score -2.476587e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 239743 members 
Entering Unmasked Estep 
Score: -24765904.000000 Penalty: 4031.184082
	Iteration 54Q: 3 clusters Score -2.47659e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 239760 members 
Entering Unmasked Estep 
Score: -24765916.000000 Penalty: 4031.184082
	Iteration 55Q: 3 clusters Score -2.476592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 239769 members 
Entering Unmasked Estep 
Score: -24765912.000000 Penalty: 4031.184082
	Iteration 56Q: 3 clusters Score -2.476591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 239779 members 
Entering Unmasked Estep 
Score: -24765924.000000 Penalty: 4031.184082
	Iteration 57Q: 3 clusters Score -2.476592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 239789 members 
Entering Unmasked Estep 
Score: -24765918.000000 Penalty: 4031.184082
	Iteration 58Q: 3 clusters Score -2.476592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 239801 members 
Entering Unmasked Estep 
Score: -24765936.000000 Penalty: 4031.184082
	Iteration 59Q: 3 clusters Score -2.476594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 239817 members 
Entering Unmasked Estep 
Score: -24765924.000000 Penalty: 4031.184082
	Iteration 60F: 3 clusters Score -2.476592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 239830 members 
Entering Unmasked Estep 
Score: -24765908.000000 Penalty: 4031.184082
	Iteration 61Q: 3 clusters Score -2.476591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 239847 members 
Entering Unmasked Estep 
Score: -24765942.000000 Penalty: 4031.184082
	Iteration 62Q: 3 clusters Score -2.476594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 239857 members 
Entering Unmasked Estep 
Score: -24765950.000000 Penalty: 4031.184082
	Iteration 63Q: 3 clusters Score -2.476595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 239868 members 
Entering Unmasked Estep 
Score: -24765952.000000 Penalty: 4031.184082
	Iteration 64Q: 3 clusters Score -2.476595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 239878 members 
Entering Unmasked Estep 
Score: -24765934.000000 Penalty: 4031.184082
	Iteration 65Q: 3 clusters Score -2.476593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 239884 members 
Entering Unmasked Estep 
Score: -24765950.000000 Penalty: 4031.184082
	Iteration 66Q: 3 clusters Score -2.476595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 239891 members 
Entering Unmasked Estep 
Score: -24765964.000000 Penalty: 4031.184082
	Iteration 67Q: 3 clusters Score -2.476596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 239894 members 
Entering Unmasked Estep 
Score: -24765962.000000 Penalty: 4031.184082
	Iteration 68Q: 3 clusters Score -2.476596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 239901 members 
Entering Unmasked Estep 
Score: -24765974.000000 Penalty: 4031.184082
	Iteration 69Q: 3 clusters Score -2.476597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 239903 members 
Entering Unmasked Estep 
Score: -24765962.000000 Penalty: 4031.184082
	Iteration 70Q: 3 clusters Score -2.476596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 239910 members 
Entering Unmasked Estep 
Score: -24765958.000000 Penalty: 4031.184082
	Iteration 71Q: 3 clusters Score -2.476596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 239916 members 
Entering Unmasked Estep 
Score: -24765964.000000 Penalty: 4031.184082
	Iteration 72Q: 3 clusters Score -2.476596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 239919 members 
Entering Unmasked Estep 
Score: -24765954.000000 Penalty: 4031.184082
	Iteration 73Q: 3 clusters Score -2.476595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 239927 members 
Entering Unmasked Estep 
Score: -24765972.000000 Penalty: 4031.184082
	Iteration 74Q: 3 clusters Score -2.476597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 239931 members 
Entering Unmasked Estep 
Score: -24765964.000000 Penalty: 4031.184082
	Iteration 75Q: 3 clusters Score -2.476596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 239933 members 
Entering Unmasked Estep 
Score: -24765962.000000 Penalty: 4031.184082
	Iteration 76Q: 3 clusters Score -2.476596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 239935 members 
Entering Unmasked Estep 
Score: -24765970.000000 Penalty: 4031.184082
	Iteration 77Q: 3 clusters Score -2.476597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 239938 members 
Entering Unmasked Estep 
Score: -24765962.000000 Penalty: 4031.184082
	Iteration 78Q: 3 clusters Score -2.476596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 239940 members 
Entering Unmasked Estep 
Score: -24765956.000000 Penalty: 4031.184082
	Iteration 79Q: 3 clusters Score -2.476596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 239941 members 
Entering Unmasked Estep 
Score: -24765950.000000 Penalty: 4031.184082
	Iteration 80F: 3 clusters Score -2.476595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 239943 members 
Entering Unmasked Estep 
Score: -24765966.000000 Penalty: 4031.184082
	Iteration 81Q: 3 clusters Score -2.476597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 239945 members 
Entering Unmasked Estep 
Score: -24765968.000000 Penalty: 4031.184082
	Iteration 82Q: 3 clusters Score -2.476597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 239945 members 
Entering Unmasked Estep 
Score: -24765968.000000 Penalty: 4031.184082
	Iteration 83F: 3 clusters Score -2.476597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (278732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278732 members 
Entering Unmasked Estep 
Score: -28298154.000000 Penalty: 2037.425903
	Iteration 0F: 2 clusters Score -2.829815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139067 members 
Mstep: Class 2 contains 139665 members 
Entering Unmasked Estep 
Score: -28119834.000000 Penalty: 4074.851807
	Iteration 0F: 3 clusters Score -2.811983e+07 nChanged 136124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130313 members 
Mstep: Class 2 contains 148419 members 
Entering Unmasked Estep 
Score: -28201218.000000 Penalty: 4074.851807
	Iteration 1F: 3 clusters Score -2.820122e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124926 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -28203360.000000 Penalty: 4074.851807
	Iteration 2Q: 3 clusters Score -2.820336e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 162176 members 
Entering Unmasked Estep 
Score: -28207006.000000 Penalty: 4074.851807
	Iteration 3Q: 3 clusters Score -2.820701e+07 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 174375 members 
Entering Unmasked Estep 
Score: -28213414.000000 Penalty: 4074.851807
	Iteration 4F: 3 clusters Score -2.821341e+07 nChanged 17846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88033 members 
Mstep: Class 2 contains 190699 members 
Entering Unmasked Estep 
Score: -28223746.000000 Penalty: 4074.851807
	Iteration 5F: 3 clusters Score -2.822375e+07 nChanged 20294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 209919 members 
Entering Unmasked Estep 
Score: -28237714.000000 Penalty: 4074.851807
	Iteration 6F: 3 clusters Score -2.823771e+07 nChanged 19589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 228746 members 
Entering Unmasked Estep 
Score: -28252476.000000 Penalty: 4074.851807
	Iteration 7F: 3 clusters Score -2.825248e+07 nChanged 15879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 244171 members 
Entering Unmasked Estep 
Score: -28265470.000000 Penalty: 4074.851807
	Iteration 8F: 3 clusters Score -2.826547e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 255088 members 
Entering Unmasked Estep 
Score: -28275230.000000 Penalty: 4074.851807
	Iteration 9Q: 3 clusters Score -2.827523e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 262188 members 
Entering Unmasked Estep 
Score: -28281730.000000 Penalty: 4074.851807
	Iteration 10Q: 3 clusters Score -2.828173e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 266825 members 
Entering Unmasked Estep 
Score: -28286040.000000 Penalty: 4074.851807
	Iteration 11Q: 3 clusters Score -2.828604e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 270031 members 
Entering Unmasked Estep 
Score: -28289220.000000 Penalty: 4074.851807
	Iteration 12Q: 3 clusters Score -2.828922e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 272333 members 
Entering Unmasked Estep 
Score: -28291478.000000 Penalty: 4074.851807
	Iteration 13Q: 3 clusters Score -2.829148e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 273984 members 
Entering Unmasked Estep 
Score: -28292828.000000 Penalty: 4074.851807
	Iteration 14Q: 3 clusters Score -2.829283e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 275163 members 
Entering Unmasked Estep 
Score: -28293906.000000 Penalty: 4074.851807
	Iteration 15Q: 3 clusters Score -2.829391e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 275937 members 
Entering Unmasked Estep 
Score: -28294544.000000 Penalty: 4074.851807
	Iteration 16Q: 3 clusters Score -2.829454e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 276478 members 
Entering Unmasked Estep 
Score: -28295010.000000 Penalty: 4074.851807
	Iteration 17Q: 3 clusters Score -2.829501e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 276875 members 
Entering Unmasked Estep 
Score: -28295330.000000 Penalty: 4074.851807
	Iteration 18Q: 3 clusters Score -2.829533e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 277161 members 
Entering Unmasked Estep 
Score: -28295620.000000 Penalty: 4074.851807
	Iteration 19Q: 3 clusters Score -2.829562e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 277352 members 
Entering Unmasked Estep 
Score: -28295836.000000 Penalty: 4074.851807
	Iteration 20F: 3 clusters Score -2.829584e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 277493 members 
Entering Unmasked Estep 
Score: -28295962.000000 Penalty: 4074.851807
	Iteration 21Q: 3 clusters Score -2.829596e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 277601 members 
Entering Unmasked Estep 
Score: -28296016.000000 Penalty: 4074.851807
	Iteration 22Q: 3 clusters Score -2.829602e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 277664 members 
Entering Unmasked Estep 
Score: -28296040.000000 Penalty: 4074.851807
	Iteration 23Q: 3 clusters Score -2.829604e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 277708 members 
Entering Unmasked Estep 
Score: -28296094.000000 Penalty: 4074.851807
	Iteration 24Q: 3 clusters Score -2.829609e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 277750 members 
Entering Unmasked Estep 
Score: -28296136.000000 Penalty: 4074.851807
	Iteration 25Q: 3 clusters Score -2.829614e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 277778 members 
Entering Unmasked Estep 
Score: -28296192.000000 Penalty: 4074.851807
	Iteration 26Q: 3 clusters Score -2.829619e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 277811 members 
Entering Unmasked Estep 
Score: -28296234.000000 Penalty: 4074.851807
	Iteration 27Q: 3 clusters Score -2.829623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 277824 members 
Entering Unmasked Estep 
Score: -28296222.000000 Penalty: 4074.851807
	Iteration 28Q: 3 clusters Score -2.829622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 277837 members 
Entering Unmasked Estep 
Score: -28296200.000000 Penalty: 4074.851807
	Iteration 29Q: 3 clusters Score -2.82962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 277851 members 
Entering Unmasked Estep 
Score: -28296194.000000 Penalty: 4074.851807
	Iteration 30Q: 3 clusters Score -2.829619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 277857 members 
Entering Unmasked Estep 
Score: -28296212.000000 Penalty: 4074.851807
	Iteration 31Q: 3 clusters Score -2.829621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 277863 members 
Entering Unmasked Estep 
Score: -28296218.000000 Penalty: 4074.851807
	Iteration 32Q: 3 clusters Score -2.829622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 277868 members 
Entering Unmasked Estep 
Score: -28296236.000000 Penalty: 4074.851807
	Iteration 33Q: 3 clusters Score -2.829624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 277873 members 
Entering Unmasked Estep 
Score: -28296228.000000 Penalty: 4074.851807
	Iteration 34Q: 3 clusters Score -2.829623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 277875 members 
Entering Unmasked Estep 
Score: -28296238.000000 Penalty: 4074.851807
	Iteration 35Q: 3 clusters Score -2.829624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 277883 members 
Entering Unmasked Estep 
Score: -28296248.000000 Penalty: 4074.851807
	Iteration 36Q: 3 clusters Score -2.829625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 277891 members 
Entering Unmasked Estep 
Score: -28296254.000000 Penalty: 4074.851807
	Iteration 37Q: 3 clusters Score -2.829625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 277890 members 
Entering Unmasked Estep 
Score: -28296258.000000 Penalty: 4074.851807
	Iteration 38Q: 3 clusters Score -2.829626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 277892 members 
Entering Unmasked Estep 
Score: -28296264.000000 Penalty: 4074.851807
	Iteration 39Q: 3 clusters Score -2.829626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 277894 members 
Entering Unmasked Estep 
Score: -28296258.000000 Penalty: 4074.851807
	Iteration 40F: 3 clusters Score -2.829626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 277895 members 
Entering Unmasked Estep 
Score: -28296264.000000 Penalty: 4074.851807
	Iteration 41Q: 3 clusters Score -2.829626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 277895 members 
Entering Unmasked Estep 
Score: -28296264.000000 Penalty: 4074.851807
	Iteration 42F: 3 clusters Score -2.829626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Entering Unmasked Estep 
Score: -3246556.500000 Penalty: 1682.730347
	Iteration 0F: 2 clusters Score -3246556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3225254.750000 Penalty: 3365.460693
	Iteration 0F: 3 clusters Score -3225255 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3233557.500000 Penalty: 3365.460693
	Iteration 1F: 3 clusters Score -3233558 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3233954.000000 Penalty: 3365.460693
	Iteration 2Q: 3 clusters Score -3233954 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3234394.500000 Penalty: 3365.460693
	Iteration 3Q: 3 clusters Score -3234394 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3234914.500000 Penalty: 3365.460693
	Iteration 4Q: 3 clusters Score -3234914 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3235604.750000 Penalty: 3365.460693
	Iteration 5Q: 3 clusters Score -3235605 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3236574.000000 Penalty: 3365.460693
	Iteration 6F: 3 clusters Score -3236574 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3237751.750000 Penalty: 3365.460693
	Iteration 7F: 3 clusters Score -3237752 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3239016.500000 Penalty: 3365.460693
	Iteration 8F: 3 clusters Score -3239016 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3240011.250000 Penalty: 3365.460693
	Iteration 9F: 3 clusters Score -3240011 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3240534.750000 Penalty: 3365.460693
	Iteration 10Q: 3 clusters Score -3240535 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3240730.500000 Penalty: 3365.460693
	Iteration 11Q: 3 clusters Score -3240730 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3240848.500000 Penalty: 3365.460693
	Iteration 12Q: 3 clusters Score -3240848 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3240941.750000 Penalty: 3365.460693
	Iteration 13Q: 3 clusters Score -3240942 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3241002.250000 Penalty: 3365.460693
	Iteration 14Q: 3 clusters Score -3241002 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3241063.500000 Penalty: 3365.460693
	Iteration 15Q: 3 clusters Score -3241064 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3241113.750000 Penalty: 3365.460693
	Iteration 16Q: 3 clusters Score -3241114 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3241161.000000 Penalty: 3365.460693
	Iteration 17Q: 3 clusters Score -3241161 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3241204.000000 Penalty: 3365.460693
	Iteration 18Q: 3 clusters Score -3241204 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3241258.250000 Penalty: 3365.460693
	Iteration 19Q: 3 clusters Score -3241258 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3241307.750000 Penalty: 3365.460693
	Iteration 20F: 3 clusters Score -3241308 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3241377.000000 Penalty: 3365.460693
	Iteration 21Q: 3 clusters Score -3241377 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3241410.750000 Penalty: 3365.460693
	Iteration 22Q: 3 clusters Score -3241411 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3241461.500000 Penalty: 3365.460693
	Iteration 23Q: 3 clusters Score -3241462 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3241526.500000 Penalty: 3365.460693
	Iteration 24Q: 3 clusters Score -3241526 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3241587.000000 Penalty: 3365.460693
	Iteration 25Q: 3 clusters Score -3241587 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3241658.250000 Penalty: 3365.460693
	Iteration 26Q: 3 clusters Score -3241658 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3241714.250000 Penalty: 3365.460693
	Iteration 27Q: 3 clusters Score -3241714 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3241783.000000 Penalty: 3365.460693
	Iteration 28Q: 3 clusters Score -3241783 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3241851.000000 Penalty: 3365.460693
	Iteration 29Q: 3 clusters Score -3241851 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3241929.000000 Penalty: 3365.460693
	Iteration 30Q: 3 clusters Score -3241929 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3242001.500000 Penalty: 3365.460693
	Iteration 31Q: 3 clusters Score -3242002 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3242093.500000 Penalty: 3365.460693
	Iteration 32Q: 3 clusters Score -3242094 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3242187.500000 Penalty: 3365.460693
	Iteration 33Q: 3 clusters Score -3242188 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3242266.250000 Penalty: 3365.460693
	Iteration 34Q: 3 clusters Score -3242266 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3242378.250000 Penalty: 3365.460693
	Iteration 35Q: 3 clusters Score -3242378 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3242481.000000 Penalty: 3365.460693
	Iteration 36Q: 3 clusters Score -3242481 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3242602.000000 Penalty: 3365.460693
	Iteration 37Q: 3 clusters Score -3242602 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3242744.750000 Penalty: 3365.460693
	Iteration 38Q: 3 clusters Score -3242745 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -3242907.500000 Penalty: 3365.460693
	Iteration 39Q: 3 clusters Score -3242908 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3243088.500000 Penalty: 3365.460693
	Iteration 40F: 3 clusters Score -3243088 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3243273.500000 Penalty: 3365.460693
	Iteration 41Q: 3 clusters Score -3243274 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3243417.500000 Penalty: 3365.460693
	Iteration 42Q: 3 clusters Score -3243418 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3243588.250000 Penalty: 3365.460693
	Iteration 43Q: 3 clusters Score -3243588 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3243773.750000 Penalty: 3365.460693
	Iteration 44Q: 3 clusters Score -3243774 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3243983.500000 Penalty: 3365.460693
	Iteration 45Q: 3 clusters Score -3243984 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3244139.750000 Penalty: 3365.460693
	Iteration 46Q: 3 clusters Score -3244140 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3244310.500000 Penalty: 3365.460693
	Iteration 47Q: 3 clusters Score -3244310 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3244438.250000 Penalty: 3365.460693
	Iteration 48Q: 3 clusters Score -3244438 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3244541.250000 Penalty: 3365.460693
	Iteration 49Q: 3 clusters Score -3244541 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3244647.500000 Penalty: 3365.460693
	Iteration 50Q: 3 clusters Score -3244648 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3244733.500000 Penalty: 3365.460693
	Iteration 51Q: 3 clusters Score -3244734 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3244819.500000 Penalty: 3365.460693
	Iteration 52Q: 3 clusters Score -3244820 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3244888.500000 Penalty: 3365.460693
	Iteration 53Q: 3 clusters Score -3244888 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3244959.000000 Penalty: 3365.460693
	Iteration 54Q: 3 clusters Score -3244959 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3245012.500000 Penalty: 3365.460693
	Iteration 55Q: 3 clusters Score -3245012 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3245047.750000 Penalty: 3365.460693
	Iteration 56Q: 3 clusters Score -3245048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3245073.500000 Penalty: 3365.460693
	Iteration 57Q: 3 clusters Score -3245074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3245106.750000 Penalty: 3365.460693
	Iteration 58Q: 3 clusters Score -3245107 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3245146.250000 Penalty: 3365.460693
	Iteration 59Q: 3 clusters Score -3245146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3245160.000000 Penalty: 3365.460693
	Iteration 60F: 3 clusters Score -3245160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3245173.250000 Penalty: 3365.460693
	Iteration 61Q: 3 clusters Score -3245173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3245190.500000 Penalty: 3365.460693
	Iteration 62Q: 3 clusters Score -3245190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3245202.750000 Penalty: 3365.460693
	Iteration 63Q: 3 clusters Score -3245203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3245211.750000 Penalty: 3365.460693
	Iteration 64Q: 3 clusters Score -3245212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -3245220.750000 Penalty: 3365.460693
	Iteration 65Q: 3 clusters Score -3245221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -3245223.750000 Penalty: 3365.460693
	Iteration 66Q: 3 clusters Score -3245224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -3245239.000000 Penalty: 3365.460693
	Iteration 67Q: 3 clusters Score -3245239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3245238.500000 Penalty: 3365.460693
	Iteration 68Q: 3 clusters Score -3245238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -3245242.750000 Penalty: 3365.460693
	Iteration 69Q: 3 clusters Score -3245243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -3245249.000000 Penalty: 3365.460693
	Iteration 70Q: 3 clusters Score -3245249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -3245249.250000 Penalty: 3365.460693
	Iteration 71Q: 3 clusters Score -3245249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -3245253.000000 Penalty: 3365.460693
	Iteration 72Q: 3 clusters Score -3245253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3245255.500000 Penalty: 3365.460693
	Iteration 73Q: 3 clusters Score -3245256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -3245259.500000 Penalty: 3365.460693
	Iteration 74Q: 3 clusters Score -3245260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -3245259.250000 Penalty: 3365.460693
	Iteration 75Q: 3 clusters Score -3245259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -3245266.750000 Penalty: 3365.460693
	Iteration 76Q: 3 clusters Score -3245267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -3245272.250000 Penalty: 3365.460693
	Iteration 77Q: 3 clusters Score -3245272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -3245276.250000 Penalty: 3365.460693
	Iteration 78Q: 3 clusters Score -3245276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -3245284.250000 Penalty: 3365.460693
	Iteration 79Q: 3 clusters Score -3245284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3245291.500000 Penalty: 3365.460693
	Iteration 80F: 3 clusters Score -3245292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3245302.250000 Penalty: 3365.460693
	Iteration 81Q: 3 clusters Score -3245302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3245307.000000 Penalty: 3365.460693
	Iteration 82Q: 3 clusters Score -3245307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -3245313.500000 Penalty: 3365.460693
	Iteration 83Q: 3 clusters Score -3245314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3245317.500000 Penalty: 3365.460693
	Iteration 84Q: 3 clusters Score -3245318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3245318.250000 Penalty: 3365.460693
	Iteration 85Q: 3 clusters Score -3245318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3245319.250000 Penalty: 3365.460693
	Iteration 86Q: 3 clusters Score -3245319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -3245327.000000 Penalty: 3365.460693
	Iteration 87Q: 3 clusters Score -3245327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -3245330.500000 Penalty: 3365.460693
	Iteration 88Q: 3 clusters Score -3245330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3245327.750000 Penalty: 3365.460693
	Iteration 89Q: 3 clusters Score -3245328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3245327.000000 Penalty: 3365.460693
	Iteration 90Q: 3 clusters Score -3245327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -3245328.250000 Penalty: 3365.460693
	Iteration 91Q: 3 clusters Score -3245328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -3245331.250000 Penalty: 3365.460693
	Iteration 92Q: 3 clusters Score -3245331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3245331.500000 Penalty: 3365.460693
	Iteration 93Q: 3 clusters Score -3245332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3245337.500000 Penalty: 3365.460693
	Iteration 94Q: 3 clusters Score -3245338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3245334.500000 Penalty: 3365.460693
	Iteration 95Q: 3 clusters Score -3245334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3245336.250000 Penalty: 3365.460693
	Iteration 96Q: 3 clusters Score -3245336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -3245338.750000 Penalty: 3365.460693
	Iteration 97Q: 3 clusters Score -3245339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3245340.500000 Penalty: 3365.460693
	Iteration 98Q: 3 clusters Score -3245340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3245338.750000 Penalty: 3365.460693
	Iteration 99Q: 3 clusters Score -3245339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3245338.500000 Penalty: 3365.460693
	Iteration 100F: 3 clusters Score -3245338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3245342.750000 Penalty: 3365.460693
	Iteration 101Q: 3 clusters Score -3245343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3245341.500000 Penalty: 3365.460693
	Iteration 102Q: 3 clusters Score -3245342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3245341.500000 Penalty: 3365.460693
	Iteration 103F: 3 clusters Score -3245342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Entering Unmasked Estep 
Score: -325086.468750 Penalty: 1321.803345
	Iteration 0F: 2 clusters Score -325086.5 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 1654 members 
Entering Unmasked Estep 
Score: -322175.437500 Penalty: 2643.606689
	Iteration 0F: 3 clusters Score -322175.4 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -323191.531250 Penalty: 2643.606689
	Iteration 1F: 3 clusters Score -323191.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -323559.218750 Penalty: 2643.606689
	Iteration 2F: 3 clusters Score -323559.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -323840.750000 Penalty: 2643.606689
	Iteration 3F: 3 clusters Score -323840.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -324025.343750 Penalty: 2643.606689
	Iteration 4F: 3 clusters Score -324025.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -324136.031250 Penalty: 2643.606689
	Iteration 5Q: 3 clusters Score -324136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -324204.000000 Penalty: 2643.606689
	Iteration 6Q: 3 clusters Score -324204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -324248.937500 Penalty: 2643.606689
	Iteration 7Q: 3 clusters Score -324248.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -324284.468750 Penalty: 2643.606689
	Iteration 8Q: 3 clusters Score -324284.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -324311.906250 Penalty: 2643.606689
	Iteration 9Q: 3 clusters Score -324311.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -324333.687500 Penalty: 2643.606689
	Iteration 10Q: 3 clusters Score -324333.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -324348.937500 Penalty: 2643.606689
	Iteration 11Q: 3 clusters Score -324348.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -324362.000000 Penalty: 2643.606689
	Iteration 12Q: 3 clusters Score -324362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -324374.718750 Penalty: 2643.606689
	Iteration 13Q: 3 clusters Score -324374.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -324387.968750 Penalty: 2643.606689
	Iteration 14Q: 3 clusters Score -324388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -324400.000000 Penalty: 2643.606689
	Iteration 15Q: 3 clusters Score -324400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -324410.718750 Penalty: 2643.606689
	Iteration 16Q: 3 clusters Score -324410.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -324418.625000 Penalty: 2643.606689
	Iteration 17Q: 3 clusters Score -324418.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -324425.000000 Penalty: 2643.606689
	Iteration 18Q: 3 clusters Score -324425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -324429.531250 Penalty: 2643.606689
	Iteration 19Q: 3 clusters Score -324429.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -324436.875000 Penalty: 2643.606689
	Iteration 20F: 3 clusters Score -324436.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -324442.812500 Penalty: 2643.606689
	Iteration 21Q: 3 clusters Score -324442.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -324446.062500 Penalty: 2643.606689
	Iteration 22Q: 3 clusters Score -324446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -324447.593750 Penalty: 2643.606689
	Iteration 23Q: 3 clusters Score -324447.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -324450.000000 Penalty: 2643.606689
	Iteration 24Q: 3 clusters Score -324450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -324451.750000 Penalty: 2643.606689
	Iteration 25Q: 3 clusters Score -324451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -324452.406250 Penalty: 2643.606689
	Iteration 26Q: 3 clusters Score -324452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -324451.937500 Penalty: 2643.606689
	Iteration 27Q: 3 clusters Score -324451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -324451.937500 Penalty: 2643.606689
	Iteration 28F: 3 clusters Score -324451.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -30093.695312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -30093.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29213.052734 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -29213.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29301.736328 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -29301.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29334.833984 Penalty: 1864.385986
	Iteration 2Q: 3 clusters Score -29334.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29346.464844 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -29346.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29350.945312 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -29350.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29350.945312 Penalty: 1864.385986
	Iteration 5F: 3 clusters Score -29350.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Entering Unmasked Estep 
Score: -1097464.625000 Penalty: 1514.369141
	Iteration 0F: 2 clusters Score -1097465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1089535.875000 Penalty: 3028.738281
	Iteration 0F: 3 clusters Score -1089536 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1092195.250000 Penalty: 3028.738281
	Iteration 1F: 3 clusters Score -1092195 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1092499.750000 Penalty: 3028.738281
	Iteration 2F: 3 clusters Score -1092500 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1092744.000000 Penalty: 3028.738281
	Iteration 3F: 3 clusters Score -1092744 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1092940.875000 Penalty: 3028.738281
	Iteration 4Q: 3 clusters Score -1092941 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1093118.000000 Penalty: 3028.738281
	Iteration 5Q: 3 clusters Score -1093118 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1093286.625000 Penalty: 3028.738281
	Iteration 6Q: 3 clusters Score -1093287 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1093467.000000 Penalty: 3028.738281
	Iteration 7Q: 3 clusters Score -1093467 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1093669.625000 Penalty: 3028.738281
	Iteration 8Q: 3 clusters Score -1093670 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1093899.250000 Penalty: 3028.738281
	Iteration 9Q: 3 clusters Score -1093899 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1094187.375000 Penalty: 3028.738281
	Iteration 10Q: 3 clusters Score -1094187 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1094475.625000 Penalty: 3028.738281
	Iteration 11Q: 3 clusters Score -1094476 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1094669.750000 Penalty: 3028.738281
	Iteration 12Q: 3 clusters Score -1094670 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1094804.750000 Penalty: 3028.738281
	Iteration 13Q: 3 clusters Score -1094805 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1094896.875000 Penalty: 3028.738281
	Iteration 14Q: 3 clusters Score -1094897 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1094960.500000 Penalty: 3028.738281
	Iteration 15Q: 3 clusters Score -1094960 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1095028.625000 Penalty: 3028.738281
	Iteration 16Q: 3 clusters Score -1095029 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1095096.125000 Penalty: 3028.738281
	Iteration 17Q: 3 clusters Score -1095096 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1095165.250000 Penalty: 3028.738281
	Iteration 18Q: 3 clusters Score -1095165 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1095239.375000 Penalty: 3028.738281
	Iteration 19Q: 3 clusters Score -1095239 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1095299.875000 Penalty: 3028.738281
	Iteration 20F: 3 clusters Score -1095300 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1095358.000000 Penalty: 3028.738281
	Iteration 21Q: 3 clusters Score -1095358 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1095423.250000 Penalty: 3028.738281
	Iteration 22Q: 3 clusters Score -1095423 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1095510.750000 Penalty: 3028.738281
	Iteration 23Q: 3 clusters Score -1095511 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1095630.000000 Penalty: 3028.738281
	Iteration 24Q: 3 clusters Score -1095630 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1095762.000000 Penalty: 3028.738281
	Iteration 25Q: 3 clusters Score -1095762 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1095906.625000 Penalty: 3028.738281
	Iteration 26Q: 3 clusters Score -1095907 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1096030.250000 Penalty: 3028.738281
	Iteration 27Q: 3 clusters Score -1096030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1096147.750000 Penalty: 3028.738281
	Iteration 28Q: 3 clusters Score -1096148 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1096227.875000 Penalty: 3028.738281
	Iteration 29Q: 3 clusters Score -1096228 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1096283.750000 Penalty: 3028.738281
	Iteration 30Q: 3 clusters Score -1096284 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1096321.750000 Penalty: 3028.738281
	Iteration 31Q: 3 clusters Score -1096322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1096342.625000 Penalty: 3028.738281
	Iteration 32Q: 3 clusters Score -1096343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1096352.375000 Penalty: 3028.738281
	Iteration 33Q: 3 clusters Score -1096352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1096361.375000 Penalty: 3028.738281
	Iteration 34Q: 3 clusters Score -1096361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1096364.750000 Penalty: 3028.738281
	Iteration 35Q: 3 clusters Score -1096365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1096370.875000 Penalty: 3028.738281
	Iteration 36Q: 3 clusters Score -1096371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1096368.375000 Penalty: 3028.738281
	Iteration 37Q: 3 clusters Score -1096368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1096372.250000 Penalty: 3028.738281
	Iteration 38Q: 3 clusters Score -1096372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1096373.750000 Penalty: 3028.738281
	Iteration 39Q: 3 clusters Score -1096374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1096373.000000 Penalty: 3028.738281
	Iteration 40F: 3 clusters Score -1096373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1096371.000000 Penalty: 3028.738281
	Iteration 41Q: 3 clusters Score -1096371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1096374.000000 Penalty: 3028.738281
	Iteration 42Q: 3 clusters Score -1096374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1096372.750000 Penalty: 3028.738281
	Iteration 43Q: 3 clusters Score -1096373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1096372.875000 Penalty: 3028.738281
	Iteration 44Q: 3 clusters Score -1096373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1096373.875000 Penalty: 3028.738281
	Iteration 45Q: 3 clusters Score -1096374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1096371.750000 Penalty: 3028.738281
	Iteration 46Q: 3 clusters Score -1096372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1096373.750000 Penalty: 3028.738281
	Iteration 47Q: 3 clusters Score -1096374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1096373.750000 Penalty: 3028.738281
	Iteration 48F: 3 clusters Score -1096374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -204492.578125 Penalty: 1242.765259
	Iteration 0F: 2 clusters Score -204492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -202354.125000 Penalty: 2485.530518
	Iteration 0F: 3 clusters Score -202354.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -202839.171875 Penalty: 2485.530518
	Iteration 1F: 3 clusters Score -202839.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -202985.453125 Penalty: 2485.530518
	Iteration 2F: 3 clusters Score -202985.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -203062.718750 Penalty: 2485.530518
	Iteration 3F: 3 clusters Score -203062.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -203095.484375 Penalty: 2485.530518
	Iteration 4Q: 3 clusters Score -203095.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -203114.203125 Penalty: 2485.530518
	Iteration 5Q: 3 clusters Score -203114.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -203132.890625 Penalty: 2485.530518
	Iteration 6Q: 3 clusters Score -203132.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -203144.812500 Penalty: 2485.530518
	Iteration 7Q: 3 clusters Score -203144.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -203155.953125 Penalty: 2485.530518
	Iteration 8Q: 3 clusters Score -203156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -203164.453125 Penalty: 2485.530518
	Iteration 9Q: 3 clusters Score -203164.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -203170.750000 Penalty: 2485.530518
	Iteration 10Q: 3 clusters Score -203170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -203174.296875 Penalty: 2485.530518
	Iteration 11Q: 3 clusters Score -203174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -203176.296875 Penalty: 2485.530518
	Iteration 12Q: 3 clusters Score -203176.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -203181.281250 Penalty: 2485.530518
	Iteration 13Q: 3 clusters Score -203181.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -203185.031250 Penalty: 2485.530518
	Iteration 14Q: 3 clusters Score -203185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -203190.343750 Penalty: 2485.530518
	Iteration 15Q: 3 clusters Score -203190.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -203195.015625 Penalty: 2485.530518
	Iteration 16Q: 3 clusters Score -203195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -203202.609375 Penalty: 2485.530518
	Iteration 17Q: 3 clusters Score -203202.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -203206.859375 Penalty: 2485.530518
	Iteration 18Q: 3 clusters Score -203206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -203211.968750 Penalty: 2485.530518
	Iteration 19Q: 3 clusters Score -203212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -203218.375000 Penalty: 2485.530518
	Iteration 20F: 3 clusters Score -203218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -203226.656250 Penalty: 2485.530518
	Iteration 21Q: 3 clusters Score -203226.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -203231.093750 Penalty: 2485.530518
	Iteration 22Q: 3 clusters Score -203231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -203236.109375 Penalty: 2485.530518
	Iteration 23Q: 3 clusters Score -203236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -203239.265625 Penalty: 2485.530518
	Iteration 24Q: 3 clusters Score -203239.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -203240.484375 Penalty: 2485.530518
	Iteration 25Q: 3 clusters Score -203240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -203242.687500 Penalty: 2485.530518
	Iteration 26Q: 3 clusters Score -203242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -203244.750000 Penalty: 2485.530518
	Iteration 27Q: 3 clusters Score -203244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -203247.578125 Penalty: 2485.530518
	Iteration 28Q: 3 clusters Score -203247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -203249.281250 Penalty: 2485.530518
	Iteration 29Q: 3 clusters Score -203249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -203250.765625 Penalty: 2485.530518
	Iteration 30Q: 3 clusters Score -203250.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -203254.531250 Penalty: 2485.530518
	Iteration 31Q: 3 clusters Score -203254.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -203257.265625 Penalty: 2485.530518
	Iteration 32Q: 3 clusters Score -203257.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -203259.171875 Penalty: 2485.530518
	Iteration 33Q: 3 clusters Score -203259.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -203261.468750 Penalty: 2485.530518
	Iteration 34Q: 3 clusters Score -203261.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -203265.734375 Penalty: 2485.530518
	Iteration 35Q: 3 clusters Score -203265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -203269.312500 Penalty: 2485.530518
	Iteration 36Q: 3 clusters Score -203269.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -203274.750000 Penalty: 2485.530518
	Iteration 37Q: 3 clusters Score -203274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -203277.078125 Penalty: 2485.530518
	Iteration 38Q: 3 clusters Score -203277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -203279.109375 Penalty: 2485.530518
	Iteration 39Q: 3 clusters Score -203279.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -203281.437500 Penalty: 2485.530518
	Iteration 40F: 3 clusters Score -203281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -203282.296875 Penalty: 2485.530518
	Iteration 41Q: 3 clusters Score -203282.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -203285.843750 Penalty: 2485.530518
	Iteration 42Q: 3 clusters Score -203285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -203289.812500 Penalty: 2485.530518
	Iteration 43Q: 3 clusters Score -203289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -203292.000000 Penalty: 2485.530518
	Iteration 44Q: 3 clusters Score -203292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203293.515625 Penalty: 2485.530518
	Iteration 45Q: 3 clusters Score -203293.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -203298.734375 Penalty: 2485.530518
	Iteration 46Q: 3 clusters Score -203298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -203303.140625 Penalty: 2485.530518
	Iteration 47Q: 3 clusters Score -203303.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -203312.437500 Penalty: 2485.530518
	Iteration 48Q: 3 clusters Score -203312.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -203324.031250 Penalty: 2485.530518
	Iteration 49Q: 3 clusters Score -203324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -203335.250000 Penalty: 2485.530518
	Iteration 50Q: 3 clusters Score -203335.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -203345.109375 Penalty: 2485.530518
	Iteration 51Q: 3 clusters Score -203345.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -203354.515625 Penalty: 2485.530518
	Iteration 52Q: 3 clusters Score -203354.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -203366.453125 Penalty: 2485.530518
	Iteration 53Q: 3 clusters Score -203366.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -203385.453125 Penalty: 2485.530518
	Iteration 54Q: 3 clusters Score -203385.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -203409.796875 Penalty: 2485.530518
	Iteration 55Q: 3 clusters Score -203409.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -203431.109375 Penalty: 2485.530518
	Iteration 56Q: 3 clusters Score -203431.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -203472.406250 Penalty: 2485.530518
	Iteration 57Q: 3 clusters Score -203472.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -203517.468750 Penalty: 2485.530518
	Iteration 58Q: 3 clusters Score -203517.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -203552.500000 Penalty: 2485.530518
	Iteration 59Q: 3 clusters Score -203552.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -203577.046875 Penalty: 2485.530518
	Iteration 60F: 3 clusters Score -203577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -203596.453125 Penalty: 2485.530518
	Iteration 61Q: 3 clusters Score -203596.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -203630.250000 Penalty: 2485.530518
	Iteration 62Q: 3 clusters Score -203630.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -203657.000000 Penalty: 2485.530518
	Iteration 63Q: 3 clusters Score -203657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -203680.296875 Penalty: 2485.530518
	Iteration 64Q: 3 clusters Score -203680.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -203697.500000 Penalty: 2485.530518
	Iteration 65Q: 3 clusters Score -203697.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -203710.484375 Penalty: 2485.530518
	Iteration 66Q: 3 clusters Score -203710.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -203718.453125 Penalty: 2485.530518
	Iteration 67Q: 3 clusters Score -203718.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -203726.203125 Penalty: 2485.530518
	Iteration 68Q: 3 clusters Score -203726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -203733.562500 Penalty: 2485.530518
	Iteration 69Q: 3 clusters Score -203733.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -203741.187500 Penalty: 2485.530518
	Iteration 70Q: 3 clusters Score -203741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -203747.156250 Penalty: 2485.530518
	Iteration 71Q: 3 clusters Score -203747.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -203752.078125 Penalty: 2485.530518
	Iteration 72Q: 3 clusters Score -203752.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -203756.781250 Penalty: 2485.530518
	Iteration 73Q: 3 clusters Score -203756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -203787.859375 Penalty: 2485.530518
	Iteration 74Q: 3 clusters Score -203787.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -203795.359375 Penalty: 2485.530518
	Iteration 75Q: 3 clusters Score -203795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -203797.328125 Penalty: 2485.530518
	Iteration 76Q: 3 clusters Score -203797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -203797.984375 Penalty: 2485.530518
	Iteration 77Q: 3 clusters Score -203798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -203798.968750 Penalty: 2485.530518
	Iteration 78Q: 3 clusters Score -203799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -203800.218750 Penalty: 2485.530518
	Iteration 79Q: 3 clusters Score -203800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -203800.609375 Penalty: 2485.530518
	Iteration 80F: 3 clusters Score -203800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Entering Unmasked Estep 
Score: -2189736.750000 Penalty: 1618.547607
	Iteration 0F: 2 clusters Score -2189737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2175414.750000 Penalty: 3237.095215
	Iteration 0F: 3 clusters Score -2175415 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2180500.750000 Penalty: 3237.095215
	Iteration 1F: 3 clusters Score -2180501 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2180811.750000 Penalty: 3237.095215
	Iteration 2Q: 3 clusters Score -2180812 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2181089.500000 Penalty: 3237.095215
	Iteration 3Q: 3 clusters Score -2181090 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2181420.000000 Penalty: 3237.095215
	Iteration 4Q: 3 clusters Score -2181420 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2181908.750000 Penalty: 3237.095215
	Iteration 5Q: 3 clusters Score -2181909 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2182567.750000 Penalty: 3237.095215
	Iteration 6F: 3 clusters Score -2182568 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2183550.500000 Penalty: 3237.095215
	Iteration 7F: 3 clusters Score -2183550 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2184869.250000 Penalty: 3237.095215
	Iteration 8F: 3 clusters Score -2184869 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2186284.000000 Penalty: 3237.095215
	Iteration 9F: 3 clusters Score -2186284 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2187276.000000 Penalty: 3237.095215
	Iteration 10Q: 3 clusters Score -2187276 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2187846.000000 Penalty: 3237.095215
	Iteration 11Q: 3 clusters Score -2187846 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2188081.000000 Penalty: 3237.095215
	Iteration 12Q: 3 clusters Score -2188081 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2188185.000000 Penalty: 3237.095215
	Iteration 13Q: 3 clusters Score -2188185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2188242.000000 Penalty: 3237.095215
	Iteration 14Q: 3 clusters Score -2188242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2188277.750000 Penalty: 3237.095215
	Iteration 15Q: 3 clusters Score -2188278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2188303.500000 Penalty: 3237.095215
	Iteration 16Q: 3 clusters Score -2188304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2188318.750000 Penalty: 3237.095215
	Iteration 17Q: 3 clusters Score -2188319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2188321.750000 Penalty: 3237.095215
	Iteration 18Q: 3 clusters Score -2188322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2188323.750000 Penalty: 3237.095215
	Iteration 19Q: 3 clusters Score -2188324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2188323.750000 Penalty: 3237.095215
	Iteration 20F: 3 clusters Score -2188324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (137789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137789 members 
Entering Unmasked Estep 
Score: -14078876.000000 Penalty: 1922.940308
	Iteration 0F: 2 clusters Score -1.407888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -13986475.000000 Penalty: 3845.880615
	Iteration 0F: 3 clusters Score -1.398648e+07 nChanged 66152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -14025800.000000 Penalty: 3845.880615
	Iteration 1F: 3 clusters Score -1.40258e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -14026790.000000 Penalty: 3845.880615
	Iteration 2Q: 3 clusters Score -1.402679e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -14028083.000000 Penalty: 3845.880615
	Iteration 3Q: 3 clusters Score -1.402808e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -14029776.000000 Penalty: 3845.880615
	Iteration 4Q: 3 clusters Score -1.402978e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -14032197.000000 Penalty: 3845.880615
	Iteration 5Q: 3 clusters Score -1.40322e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 85835 members 
Entering Unmasked Estep 
Score: -14036078.000000 Penalty: 3845.880615
	Iteration 6Q: 3 clusters Score -1.403608e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -14041835.000000 Penalty: 3845.880615
	Iteration 7F: 3 clusters Score -1.404184e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -14049104.000000 Penalty: 3845.880615
	Iteration 8F: 3 clusters Score -1.40491e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -14056042.000000 Penalty: 3845.880615
	Iteration 9F: 3 clusters Score -1.405604e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 111676 members 
Entering Unmasked Estep 
Score: -14061271.000000 Penalty: 3845.880615
	Iteration 10Q: 3 clusters Score -1.406127e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -14064651.000000 Penalty: 3845.880615
	Iteration 11Q: 3 clusters Score -1.406465e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -14067107.000000 Penalty: 3845.880615
	Iteration 12Q: 3 clusters Score -1.406711e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 121424 members 
Entering Unmasked Estep 
Score: -14068916.000000 Penalty: 3845.880615
	Iteration 13Q: 3 clusters Score -1.406892e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 123734 members 
Entering Unmasked Estep 
Score: -14070338.000000 Penalty: 3845.880615
	Iteration 14Q: 3 clusters Score -1.407034e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 125817 members 
Entering Unmasked Estep 
Score: -14071436.000000 Penalty: 3845.880615
	Iteration 15Q: 3 clusters Score -1.407144e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 127670 members 
Entering Unmasked Estep 
Score: -14072474.000000 Penalty: 3845.880615
	Iteration 16Q: 3 clusters Score -1.407247e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 129264 members 
Entering Unmasked Estep 
Score: -14073402.000000 Penalty: 3845.880615
	Iteration 17Q: 3 clusters Score -1.40734e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 130692 members 
Entering Unmasked Estep 
Score: -14074164.000000 Penalty: 3845.880615
	Iteration 18Q: 3 clusters Score -1.407416e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 131921 members 
Entering Unmasked Estep 
Score: -14074739.000000 Penalty: 3845.880615
	Iteration 19Q: 3 clusters Score -1.407474e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -14075330.000000 Penalty: 3845.880615
	Iteration 20F: 3 clusters Score -1.407533e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -14075783.000000 Penalty: 3845.880615
	Iteration 21Q: 3 clusters Score -1.407578e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 134573 members 
Entering Unmasked Estep 
Score: -14076134.000000 Penalty: 3845.880615
	Iteration 22Q: 3 clusters Score -1.407613e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 135138 members 
Entering Unmasked Estep 
Score: -14076408.000000 Penalty: 3845.880615
	Iteration 23Q: 3 clusters Score -1.407641e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 135581 members 
Entering Unmasked Estep 
Score: -14076635.000000 Penalty: 3845.880615
	Iteration 24Q: 3 clusters Score -1.407664e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 135898 members 
Entering Unmasked Estep 
Score: -14076793.000000 Penalty: 3845.880615
	Iteration 25Q: 3 clusters Score -1.407679e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 136130 members 
Entering Unmasked Estep 
Score: -14076889.000000 Penalty: 3845.880615
	Iteration 26Q: 3 clusters Score -1.407689e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -14076990.000000 Penalty: 3845.880615
	Iteration 27Q: 3 clusters Score -1.407699e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 136480 members 
Entering Unmasked Estep 
Score: -14077083.000000 Penalty: 3845.880615
	Iteration 28Q: 3 clusters Score -1.407708e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 136588 members 
Entering Unmasked Estep 
Score: -14077107.000000 Penalty: 3845.880615
	Iteration 29Q: 3 clusters Score -1.407711e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 136669 members 
Entering Unmasked Estep 
Score: -14077113.000000 Penalty: 3845.880615
	Iteration 30Q: 3 clusters Score -1.407711e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 136741 members 
Entering Unmasked Estep 
Score: -14077157.000000 Penalty: 3845.880615
	Iteration 31Q: 3 clusters Score -1.407716e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 136792 members 
Entering Unmasked Estep 
Score: -14077185.000000 Penalty: 3845.880615
	Iteration 32Q: 3 clusters Score -1.407718e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 136839 members 
Entering Unmasked Estep 
Score: -14077181.000000 Penalty: 3845.880615
	Iteration 33Q: 3 clusters Score -1.407718e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 136871 members 
Entering Unmasked Estep 
Score: -14077186.000000 Penalty: 3845.880615
	Iteration 34Q: 3 clusters Score -1.407719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 136900 members 
Entering Unmasked Estep 
Score: -14077198.000000 Penalty: 3845.880615
	Iteration 35Q: 3 clusters Score -1.40772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 136920 members 
Entering Unmasked Estep 
Score: -14077186.000000 Penalty: 3845.880615
	Iteration 36Q: 3 clusters Score -1.407719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 136939 members 
Entering Unmasked Estep 
Score: -14077208.000000 Penalty: 3845.880615
	Iteration 37Q: 3 clusters Score -1.407721e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 136954 members 
Entering Unmasked Estep 
Score: -14077232.000000 Penalty: 3845.880615
	Iteration 38Q: 3 clusters Score -1.407723e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 136972 members 
Entering Unmasked Estep 
Score: -14077217.000000 Penalty: 3845.880615
	Iteration 39Q: 3 clusters Score -1.407722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 136986 members 
Entering Unmasked Estep 
Score: -14077228.000000 Penalty: 3845.880615
	Iteration 40F: 3 clusters Score -1.407723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 137001 members 
Entering Unmasked Estep 
Score: -14077248.000000 Penalty: 3845.880615
	Iteration 41Q: 3 clusters Score -1.407725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 137016 members 
Entering Unmasked Estep 
Score: -14077262.000000 Penalty: 3845.880615
	Iteration 42Q: 3 clusters Score -1.407726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 137025 members 
Entering Unmasked Estep 
Score: -14077275.000000 Penalty: 3845.880615
	Iteration 43Q: 3 clusters Score -1.407728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 137032 members 
Entering Unmasked Estep 
Score: -14077279.000000 Penalty: 3845.880615
	Iteration 44Q: 3 clusters Score -1.407728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 137043 members 
Entering Unmasked Estep 
Score: -14077275.000000 Penalty: 3845.880615
	Iteration 45Q: 3 clusters Score -1.407728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -14077280.000000 Penalty: 3845.880615
	Iteration 46Q: 3 clusters Score -1.407728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 137062 members 
Entering Unmasked Estep 
Score: -14077275.000000 Penalty: 3845.880615
	Iteration 47Q: 3 clusters Score -1.407728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 137068 members 
Entering Unmasked Estep 
Score: -14077285.000000 Penalty: 3845.880615
	Iteration 48Q: 3 clusters Score -1.407728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 137073 members 
Entering Unmasked Estep 
Score: -14077287.000000 Penalty: 3845.880615
	Iteration 49Q: 3 clusters Score -1.407729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 137077 members 
Entering Unmasked Estep 
Score: -14077297.000000 Penalty: 3845.880615
	Iteration 50Q: 3 clusters Score -1.40773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 137084 members 
Entering Unmasked Estep 
Score: -14077299.000000 Penalty: 3845.880615
	Iteration 51Q: 3 clusters Score -1.40773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 137089 members 
Entering Unmasked Estep 
Score: -14077304.000000 Penalty: 3845.880615
	Iteration 52Q: 3 clusters Score -1.40773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 137092 members 
Entering Unmasked Estep 
Score: -14077299.000000 Penalty: 3845.880615
	Iteration 53Q: 3 clusters Score -1.40773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 137090 members 
Entering Unmasked Estep 
Score: -14077310.000000 Penalty: 3845.880615
	Iteration 54Q: 3 clusters Score -1.407731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 137092 members 
Entering Unmasked Estep 
Score: -14077312.000000 Penalty: 3845.880615
	Iteration 55Q: 3 clusters Score -1.407731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 137096 members 
Entering Unmasked Estep 
Score: -14077315.000000 Penalty: 3845.880615
	Iteration 56Q: 3 clusters Score -1.407732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 137099 members 
Entering Unmasked Estep 
Score: -14077309.000000 Penalty: 3845.880615
	Iteration 57Q: 3 clusters Score -1.407731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 137099 members 
Entering Unmasked Estep 
Score: -14077304.000000 Penalty: 3845.880615
	Iteration 58Q: 3 clusters Score -1.40773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 137100 members 
Entering Unmasked Estep 
Score: -14077310.000000 Penalty: 3845.880615
	Iteration 59Q: 3 clusters Score -1.407731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 137101 members 
Entering Unmasked Estep 
Score: -14077317.000000 Penalty: 3845.880615
	Iteration 60F: 3 clusters Score -1.407732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 137103 members 
Entering Unmasked Estep 
Score: -14077312.000000 Penalty: 3845.880615
	Iteration 61Q: 3 clusters Score -1.407731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 137106 members 
Entering Unmasked Estep 
Score: -14077320.000000 Penalty: 3845.880615
	Iteration 62Q: 3 clusters Score -1.407732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 137108 members 
Entering Unmasked Estep 
Score: -14077319.000000 Penalty: 3845.880615
	Iteration 63Q: 3 clusters Score -1.407732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 137109 members 
Entering Unmasked Estep 
Score: -14077319.000000 Penalty: 3845.880615
	Iteration 64Q: 3 clusters Score -1.407732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 137109 members 
Entering Unmasked Estep 
Score: -14077319.000000 Penalty: 3845.880615
	Iteration 65F: 3 clusters Score -1.407732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Entering Unmasked Estep 
Score: -5984349.000000 Penalty: 1781.340210
	Iteration 0F: 2 clusters Score -5984349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -5945619.000000 Penalty: 3562.680420
	Iteration 0F: 3 clusters Score -5945619 nChanged 27198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -5961329.000000 Penalty: 3562.680420
	Iteration 1F: 3 clusters Score -5961329 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -5962247.500000 Penalty: 3562.680420
	Iteration 2Q: 3 clusters Score -5962248 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -5963545.500000 Penalty: 3562.680420
	Iteration 3F: 3 clusters Score -5963546 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -5965473.000000 Penalty: 3562.680420
	Iteration 4F: 3 clusters Score -5965473 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -5968407.500000 Penalty: 3562.680420
	Iteration 5F: 3 clusters Score -5968408 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -5972221.500000 Penalty: 3562.680420
	Iteration 6F: 3 clusters Score -5972222 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -5976130.000000 Penalty: 3562.680420
	Iteration 7F: 3 clusters Score -5976130 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -5978386.500000 Penalty: 3562.680420
	Iteration 8F: 3 clusters Score -5978386 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5979246.000000 Penalty: 3562.680420
	Iteration 9Q: 3 clusters Score -5979246 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -5979679.500000 Penalty: 3562.680420
	Iteration 10Q: 3 clusters Score -5979680 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -5979965.500000 Penalty: 3562.680420
	Iteration 11Q: 3 clusters Score -5979966 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -5980259.500000 Penalty: 3562.680420
	Iteration 12Q: 3 clusters Score -5980260 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -5980522.000000 Penalty: 3562.680420
	Iteration 13Q: 3 clusters Score -5980522 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -5980742.000000 Penalty: 3562.680420
	Iteration 14Q: 3 clusters Score -5980742 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -5980972.500000 Penalty: 3562.680420
	Iteration 15Q: 3 clusters Score -5980972 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -5981160.500000 Penalty: 3562.680420
	Iteration 16Q: 3 clusters Score -5981160 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -5981359.000000 Penalty: 3562.680420
	Iteration 17Q: 3 clusters Score -5981359 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -5981477.000000 Penalty: 3562.680420
	Iteration 18Q: 3 clusters Score -5981477 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -5981613.500000 Penalty: 3562.680420
	Iteration 19Q: 3 clusters Score -5981614 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -5981718.500000 Penalty: 3562.680420
	Iteration 20F: 3 clusters Score -5981718 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -5981818.500000 Penalty: 3562.680420
	Iteration 21Q: 3 clusters Score -5981818 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -5981939.000000 Penalty: 3562.680420
	Iteration 22Q: 3 clusters Score -5981939 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -5982028.500000 Penalty: 3562.680420
	Iteration 23Q: 3 clusters Score -5982028 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -5982090.000000 Penalty: 3562.680420
	Iteration 24Q: 3 clusters Score -5982090 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -5982154.000000 Penalty: 3562.680420
	Iteration 25Q: 3 clusters Score -5982154 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -5982247.000000 Penalty: 3562.680420
	Iteration 26Q: 3 clusters Score -5982247 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -5982278.000000 Penalty: 3562.680420
	Iteration 27Q: 3 clusters Score -5982278 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -5982337.500000 Penalty: 3562.680420
	Iteration 28Q: 3 clusters Score -5982338 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -5982399.000000 Penalty: 3562.680420
	Iteration 29Q: 3 clusters Score -5982399 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -5982438.500000 Penalty: 3562.680420
	Iteration 30Q: 3 clusters Score -5982438 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -5982491.000000 Penalty: 3562.680420
	Iteration 31Q: 3 clusters Score -5982491 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -5982544.500000 Penalty: 3562.680420
	Iteration 32Q: 3 clusters Score -5982544 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -5982601.500000 Penalty: 3562.680420
	Iteration 33Q: 3 clusters Score -5982602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -5982638.500000 Penalty: 3562.680420
	Iteration 34Q: 3 clusters Score -5982638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -5982662.000000 Penalty: 3562.680420
	Iteration 35Q: 3 clusters Score -5982662 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -5982686.500000 Penalty: 3562.680420
	Iteration 36Q: 3 clusters Score -5982686 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -5982727.000000 Penalty: 3562.680420
	Iteration 37Q: 3 clusters Score -5982727 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -5982746.000000 Penalty: 3562.680420
	Iteration 38Q: 3 clusters Score -5982746 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -5982777.000000 Penalty: 3562.680420
	Iteration 39Q: 3 clusters Score -5982777 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -5982807.500000 Penalty: 3562.680420
	Iteration 40F: 3 clusters Score -5982808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -5982828.500000 Penalty: 3562.680420
	Iteration 41Q: 3 clusters Score -5982828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -5982846.500000 Penalty: 3562.680420
	Iteration 42Q: 3 clusters Score -5982846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -5982854.500000 Penalty: 3562.680420
	Iteration 43Q: 3 clusters Score -5982854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -5982869.000000 Penalty: 3562.680420
	Iteration 44Q: 3 clusters Score -5982869 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -5982886.500000 Penalty: 3562.680420
	Iteration 45Q: 3 clusters Score -5982886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -5982889.000000 Penalty: 3562.680420
	Iteration 46Q: 3 clusters Score -5982889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -5982914.000000 Penalty: 3562.680420
	Iteration 47Q: 3 clusters Score -5982914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -5982918.000000 Penalty: 3562.680420
	Iteration 48Q: 3 clusters Score -5982918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -5982911.000000 Penalty: 3562.680420
	Iteration 49Q: 3 clusters Score -5982911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -5982910.500000 Penalty: 3562.680420
	Iteration 50Q: 3 clusters Score -5982910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -5982929.500000 Penalty: 3562.680420
	Iteration 51Q: 3 clusters Score -5982930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -5982936.500000 Penalty: 3562.680420
	Iteration 52Q: 3 clusters Score -5982936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -5982936.000000 Penalty: 3562.680420
	Iteration 53Q: 3 clusters Score -5982936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -5982946.500000 Penalty: 3562.680420
	Iteration 54Q: 3 clusters Score -5982946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -5982946.500000 Penalty: 3562.680420
	Iteration 55Q: 3 clusters Score -5982946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -5982957.500000 Penalty: 3562.680420
	Iteration 56Q: 3 clusters Score -5982958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -5982966.000000 Penalty: 3562.680420
	Iteration 57Q: 3 clusters Score -5982966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -5982961.500000 Penalty: 3562.680420
	Iteration 58Q: 3 clusters Score -5982962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -5982976.500000 Penalty: 3562.680420
	Iteration 59Q: 3 clusters Score -5982976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -5982975.500000 Penalty: 3562.680420
	Iteration 60F: 3 clusters Score -5982976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -5982989.000000 Penalty: 3562.680420
	Iteration 61Q: 3 clusters Score -5982989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -5982992.000000 Penalty: 3562.680420
	Iteration 62Q: 3 clusters Score -5982992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -5982993.500000 Penalty: 3562.680420
	Iteration 63Q: 3 clusters Score -5982994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -5983004.500000 Penalty: 3562.680420
	Iteration 64Q: 3 clusters Score -5983004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -5983003.500000 Penalty: 3562.680420
	Iteration 65Q: 3 clusters Score -5983004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -5983016.000000 Penalty: 3562.680420
	Iteration 66Q: 3 clusters Score -5983016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -5983017.500000 Penalty: 3562.680420
	Iteration 67Q: 3 clusters Score -5983018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -5983015.000000 Penalty: 3562.680420
	Iteration 68Q: 3 clusters Score -5983015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -5983018.000000 Penalty: 3562.680420
	Iteration 69Q: 3 clusters Score -5983018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -5983023.500000 Penalty: 3562.680420
	Iteration 70Q: 3 clusters Score -5983024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -5983026.000000 Penalty: 3562.680420
	Iteration 71Q: 3 clusters Score -5983026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -5983030.500000 Penalty: 3562.680420
	Iteration 72Q: 3 clusters Score -5983030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -5983035.500000 Penalty: 3562.680420
	Iteration 73Q: 3 clusters Score -5983036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -5983042.000000 Penalty: 3562.680420
	Iteration 74Q: 3 clusters Score -5983042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -5983041.000000 Penalty: 3562.680420
	Iteration 75Q: 3 clusters Score -5983041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -5983036.000000 Penalty: 3562.680420
	Iteration 76Q: 3 clusters Score -5983036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -5983045.500000 Penalty: 3562.680420
	Iteration 77Q: 3 clusters Score -5983046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -5983052.500000 Penalty: 3562.680420
	Iteration 78Q: 3 clusters Score -5983052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -5983049.000000 Penalty: 3562.680420
	Iteration 79Q: 3 clusters Score -5983049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -5983051.000000 Penalty: 3562.680420
	Iteration 80F: 3 clusters Score -5983051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -5983064.000000 Penalty: 3562.680420
	Iteration 81Q: 3 clusters Score -5983064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -5983067.000000 Penalty: 3562.680420
	Iteration 82Q: 3 clusters Score -5983067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -5983067.000000 Penalty: 3562.680420
	Iteration 83Q: 3 clusters Score -5983067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -5983064.500000 Penalty: 3562.680420
	Iteration 84Q: 3 clusters Score -5983064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -5983069.000000 Penalty: 3562.680420
	Iteration 85Q: 3 clusters Score -5983069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -5983069.000000 Penalty: 3562.680420
	Iteration 86F: 3 clusters Score -5983069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -204318.375000 Penalty: 1248.702637
	Iteration 0F: 2 clusters Score -204318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -202191.062500 Penalty: 2497.405273
	Iteration 0F: 3 clusters Score -202191.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -202748.953125 Penalty: 2497.405273
	Iteration 1F: 3 clusters Score -202749 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -202883.453125 Penalty: 2497.405273
	Iteration 2F: 3 clusters Score -202883.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -202955.390625 Penalty: 2497.405273
	Iteration 3Q: 3 clusters Score -202955.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -203011.703125 Penalty: 2497.405273
	Iteration 4Q: 3 clusters Score -203011.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -203057.671875 Penalty: 2497.405273
	Iteration 5Q: 3 clusters Score -203057.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -203103.859375 Penalty: 2497.405273
	Iteration 6Q: 3 clusters Score -203103.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -203149.265625 Penalty: 2497.405273
	Iteration 7Q: 3 clusters Score -203149.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -203194.203125 Penalty: 2497.405273
	Iteration 8Q: 3 clusters Score -203194.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -203239.984375 Penalty: 2497.405273
	Iteration 9Q: 3 clusters Score -203240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -203289.234375 Penalty: 2497.405273
	Iteration 10Q: 3 clusters Score -203289.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -203320.468750 Penalty: 2497.405273
	Iteration 11Q: 3 clusters Score -203320.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -203346.390625 Penalty: 2497.405273
	Iteration 12Q: 3 clusters Score -203346.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -203363.984375 Penalty: 2497.405273
	Iteration 13Q: 3 clusters Score -203364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -203384.906250 Penalty: 2497.405273
	Iteration 14Q: 3 clusters Score -203384.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -203403.984375 Penalty: 2497.405273
	Iteration 15Q: 3 clusters Score -203404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -203418.109375 Penalty: 2497.405273
	Iteration 16Q: 3 clusters Score -203418.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -203426.046875 Penalty: 2497.405273
	Iteration 17Q: 3 clusters Score -203426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -203432.859375 Penalty: 2497.405273
	Iteration 18Q: 3 clusters Score -203432.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -203439.437500 Penalty: 2497.405273
	Iteration 19Q: 3 clusters Score -203439.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -203444.875000 Penalty: 2497.405273
	Iteration 20F: 3 clusters Score -203444.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -203453.375000 Penalty: 2497.405273
	Iteration 21Q: 3 clusters Score -203453.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -203457.515625 Penalty: 2497.405273
	Iteration 22Q: 3 clusters Score -203457.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -203461.453125 Penalty: 2497.405273
	Iteration 23Q: 3 clusters Score -203461.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -203464.171875 Penalty: 2497.405273
	Iteration 24Q: 3 clusters Score -203464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -203466.468750 Penalty: 2497.405273
	Iteration 25Q: 3 clusters Score -203466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -203468.250000 Penalty: 2497.405273
	Iteration 26Q: 3 clusters Score -203468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -203468.703125 Penalty: 2497.405273
	Iteration 27Q: 3 clusters Score -203468.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -203469.500000 Penalty: 2497.405273
	Iteration 28Q: 3 clusters Score -203469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -203469.765625 Penalty: 2497.405273
	Iteration 29Q: 3 clusters Score -203469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -203470.078125 Penalty: 2497.405273
	Iteration 30Q: 3 clusters Score -203470.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -203470.078125 Penalty: 2497.405273
	Iteration 31F: 3 clusters Score -203470.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -253095.937500 Penalty: 1263.823242
	Iteration 0F: 2 clusters Score -253095.9 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 1168 members 
Entering Unmasked Estep 
Score: -250779.015625 Penalty: 2527.646484
	Iteration 0F: 3 clusters Score -250779 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -251285.734375 Penalty: 2527.646484
	Iteration 1F: 3 clusters Score -251285.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -251391.781250 Penalty: 2527.646484
	Iteration 2F: 3 clusters Score -251391.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -251447.031250 Penalty: 2527.646484
	Iteration 3Q: 3 clusters Score -251447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -251491.140625 Penalty: 2527.646484
	Iteration 4Q: 3 clusters Score -251491.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -251522.343750 Penalty: 2527.646484
	Iteration 5Q: 3 clusters Score -251522.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -251549.234375 Penalty: 2527.646484
	Iteration 6Q: 3 clusters Score -251549.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -251570.640625 Penalty: 2527.646484
	Iteration 7Q: 3 clusters Score -251570.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -251586.687500 Penalty: 2527.646484
	Iteration 8Q: 3 clusters Score -251586.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -251594.390625 Penalty: 2527.646484
	Iteration 9Q: 3 clusters Score -251594.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -251601.640625 Penalty: 2527.646484
	Iteration 10Q: 3 clusters Score -251601.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -251604.812500 Penalty: 2527.646484
	Iteration 11Q: 3 clusters Score -251604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -251606.718750 Penalty: 2527.646484
	Iteration 12Q: 3 clusters Score -251606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -251608.078125 Penalty: 2527.646484
	Iteration 13Q: 3 clusters Score -251608.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -251609.500000 Penalty: 2527.646484
	Iteration 14Q: 3 clusters Score -251609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -251610.156250 Penalty: 2527.646484
	Iteration 15Q: 3 clusters Score -251610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -251610.812500 Penalty: 2527.646484
	Iteration 16Q: 3 clusters Score -251610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -251611.156250 Penalty: 2527.646484
	Iteration 17Q: 3 clusters Score -251611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -251612.187500 Penalty: 2527.646484
	Iteration 18Q: 3 clusters Score -251612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -251615.312500 Penalty: 2527.646484
	Iteration 19Q: 3 clusters Score -251615.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -251617.187500 Penalty: 2527.646484
	Iteration 20F: 3 clusters Score -251617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -251618.140625 Penalty: 2527.646484
	Iteration 21Q: 3 clusters Score -251618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -251618.515625 Penalty: 2527.646484
	Iteration 22Q: 3 clusters Score -251618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -251619.218750 Penalty: 2527.646484
	Iteration 23Q: 3 clusters Score -251619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -251620.968750 Penalty: 2527.646484
	Iteration 24Q: 3 clusters Score -251621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -251621.468750 Penalty: 2527.646484
	Iteration 25Q: 3 clusters Score -251621.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -251623.140625 Penalty: 2527.646484
	Iteration 26Q: 3 clusters Score -251623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -251623.796875 Penalty: 2527.646484
	Iteration 27Q: 3 clusters Score -251623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -251623.578125 Penalty: 2527.646484
	Iteration 28Q: 3 clusters Score -251623.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -251623.578125 Penalty: 2527.646484
	Iteration 29F: 3 clusters Score -251623.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -296604.156250 Penalty: 1295.301392
	Iteration 0F: 2 clusters Score -296604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -293977.062500 Penalty: 2590.602783
	Iteration 0F: 3 clusters Score -293977.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -294629.968750 Penalty: 2590.602783
	Iteration 1F: 3 clusters Score -294630 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -294759.843750 Penalty: 2590.602783
	Iteration 2F: 3 clusters Score -294759.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -294816.781250 Penalty: 2590.602783
	Iteration 3Q: 3 clusters Score -294816.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -294858.875000 Penalty: 2590.602783
	Iteration 4Q: 3 clusters Score -294858.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -294899.750000 Penalty: 2590.602783
	Iteration 5Q: 3 clusters Score -294899.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -294942.593750 Penalty: 2590.602783
	Iteration 6Q: 3 clusters Score -294942.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -294976.937500 Penalty: 2590.602783
	Iteration 7Q: 3 clusters Score -294976.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -295017.468750 Penalty: 2590.602783
	Iteration 8Q: 3 clusters Score -295017.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -295048.187500 Penalty: 2590.602783
	Iteration 9Q: 3 clusters Score -295048.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -295085.656250 Penalty: 2590.602783
	Iteration 10Q: 3 clusters Score -295085.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -295121.468750 Penalty: 2590.602783
	Iteration 11Q: 3 clusters Score -295121.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -295154.281250 Penalty: 2590.602783
	Iteration 12Q: 3 clusters Score -295154.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -295187.625000 Penalty: 2590.602783
	Iteration 13Q: 3 clusters Score -295187.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -295218.875000 Penalty: 2590.602783
	Iteration 14Q: 3 clusters Score -295218.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -295248.937500 Penalty: 2590.602783
	Iteration 15Q: 3 clusters Score -295248.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -295273.000000 Penalty: 2590.602783
	Iteration 16Q: 3 clusters Score -295273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -295300.437500 Penalty: 2590.602783
	Iteration 17Q: 3 clusters Score -295300.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -295323.687500 Penalty: 2590.602783
	Iteration 18Q: 3 clusters Score -295323.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -295346.656250 Penalty: 2590.602783
	Iteration 19Q: 3 clusters Score -295346.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -295371.375000 Penalty: 2590.602783
	Iteration 20F: 3 clusters Score -295371.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -295392.500000 Penalty: 2590.602783
	Iteration 21Q: 3 clusters Score -295392.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -295404.437500 Penalty: 2590.602783
	Iteration 22Q: 3 clusters Score -295404.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -295417.593750 Penalty: 2590.602783
	Iteration 23Q: 3 clusters Score -295417.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -295426.781250 Penalty: 2590.602783
	Iteration 24Q: 3 clusters Score -295426.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -295436.406250 Penalty: 2590.602783
	Iteration 25Q: 3 clusters Score -295436.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -295449.593750 Penalty: 2590.602783
	Iteration 26Q: 3 clusters Score -295449.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -295464.531250 Penalty: 2590.602783
	Iteration 27Q: 3 clusters Score -295464.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -295476.218750 Penalty: 2590.602783
	Iteration 28Q: 3 clusters Score -295476.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -295486.125000 Penalty: 2590.602783
	Iteration 29Q: 3 clusters Score -295486.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -295499.093750 Penalty: 2590.602783
	Iteration 30Q: 3 clusters Score -295499.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -295515.093750 Penalty: 2590.602783
	Iteration 31Q: 3 clusters Score -295515.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -295522.437500 Penalty: 2590.602783
	Iteration 32Q: 3 clusters Score -295522.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -295530.250000 Penalty: 2590.602783
	Iteration 33Q: 3 clusters Score -295530.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -295544.062500 Penalty: 2590.602783
	Iteration 34Q: 3 clusters Score -295544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -295549.718750 Penalty: 2590.602783
	Iteration 35Q: 3 clusters Score -295549.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -295552.812500 Penalty: 2590.602783
	Iteration 36Q: 3 clusters Score -295552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -295554.656250 Penalty: 2590.602783
	Iteration 37Q: 3 clusters Score -295554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -295557.093750 Penalty: 2590.602783
	Iteration 38Q: 3 clusters Score -295557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -295557.000000 Penalty: 2590.602783
	Iteration 39Q: 3 clusters Score -295557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -295557.937500 Penalty: 2590.602783
	Iteration 40F: 3 clusters Score -295557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 93555 members 
Mstep: Class 3 contains 243688 members 
Mstep: Class 4 contains 278732 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11150 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137789 members 
Mstep: Class 13 contains 57647 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128392.000000 Penalty: 33526.671875
Iteration 119Q: 16 clusters Score -9.412839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 93557 members 
Mstep: Class 3 contains 243682 members 
Mstep: Class 4 contains 278732 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11157 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137789 members 
Mstep: Class 13 contains 57651 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128400.000000 Penalty: 33526.671875
Iteration 120F: 16 clusters Score -9.41284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 93561 members 
Mstep: Class 3 contains 243672 members 
Mstep: Class 4 contains 278733 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11165 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137790 members 
Mstep: Class 13 contains 57654 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128408.000000 Penalty: 33526.671875
Iteration 121Q: 16 clusters Score -9.412841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 93563 members 
Mstep: Class 3 contains 243668 members 
Mstep: Class 4 contains 278732 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11169 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137791 members 
Mstep: Class 13 contains 57654 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128376.000000 Penalty: 33526.671875
Iteration 122Q: 16 clusters Score -9.412838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 93567 members 
Mstep: Class 3 contains 243659 members 
Mstep: Class 4 contains 278730 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11172 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137793 members 
Mstep: Class 13 contains 57655 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128368.000000 Penalty: 33526.671875
Iteration 123Q: 16 clusters Score -9.412837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 93569 members 
Mstep: Class 3 contains 243651 members 
Mstep: Class 4 contains 278732 members 
Mstep: Class 5 contains 31421 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11173 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137794 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128408.000000 Penalty: 33526.671875
Iteration 124Q: 16 clusters Score -9.412841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 93569 members 
Mstep: Class 3 contains 243644 members 
Mstep: Class 4 contains 278734 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11174 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137796 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128392.000000 Penalty: 33526.671875
Iteration 125Q: 16 clusters Score -9.412839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 93571 members 
Mstep: Class 3 contains 243638 members 
Mstep: Class 4 contains 278736 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11178 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137800 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128384.000000 Penalty: 33526.671875
Iteration 126Q: 16 clusters Score -9.412838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 93573 members 
Mstep: Class 3 contains 243633 members 
Mstep: Class 4 contains 278734 members 
Mstep: Class 5 contains 31423 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11179 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137801 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128328.000000 Penalty: 33526.671875
Iteration 127Q: 16 clusters Score -9.412833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 93574 members 
Mstep: Class 3 contains 243630 members 
Mstep: Class 4 contains 278730 members 
Mstep: Class 5 contains 31423 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11179 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137802 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128352.000000 Penalty: 33526.671875
Iteration 128Q: 16 clusters Score -9.412835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 93574 members 
Mstep: Class 3 contains 243629 members 
Mstep: Class 4 contains 278726 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11181 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137804 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128368.000000 Penalty: 33526.671875
Iteration 129Q: 16 clusters Score -9.412837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 93574 members 
Mstep: Class 3 contains 243627 members 
Mstep: Class 4 contains 278727 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11184 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137804 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128352.000000 Penalty: 33526.671875
Iteration 130Q: 16 clusters Score -9.412835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243620 members 
Mstep: Class 4 contains 278731 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11187 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137805 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128376.000000 Penalty: 33526.671875
Iteration 131Q: 16 clusters Score -9.412838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243616 members 
Mstep: Class 4 contains 278734 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11189 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137806 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128360.000000 Penalty: 33526.671875
Iteration 132Q: 16 clusters Score -9.412836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243611 members 
Mstep: Class 4 contains 278738 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11191 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137807 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128360.000000 Penalty: 33526.671875
Iteration 133Q: 16 clusters Score -9.412836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243611 members 
Mstep: Class 4 contains 278737 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11195 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137808 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128360.000000 Penalty: 33526.671875
Iteration 134Q: 16 clusters Score -9.412836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243611 members 
Mstep: Class 4 contains 278737 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11200 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137808 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128416.000000 Penalty: 33526.671875
Iteration 135Q: 16 clusters Score -9.412842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243611 members 
Mstep: Class 4 contains 278736 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11207 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137808 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128400.000000 Penalty: 33526.671875
Iteration 136Q: 16 clusters Score -9.41284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243611 members 
Mstep: Class 4 contains 278733 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11214 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137809 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128416.000000 Penalty: 33526.671875
Iteration 137Q: 16 clusters Score -9.412842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243611 members 
Mstep: Class 4 contains 278732 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11223 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137809 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128392.000000 Penalty: 33526.671875
Iteration 138Q: 16 clusters Score -9.412839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243611 members 
Mstep: Class 4 contains 278731 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11227 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137809 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128432.000000 Penalty: 33526.671875
Iteration 139Q: 16 clusters Score -9.412843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243610 members 
Mstep: Class 4 contains 278732 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11229 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137808 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128448.000000 Penalty: 33526.671875
Iteration 140F: 16 clusters Score -9.412845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243609 members 
Mstep: Class 4 contains 278732 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11231 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137809 members 
Mstep: Class 13 contains 57657 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128432.000000 Penalty: 33526.671875
Iteration 141Q: 16 clusters Score -9.412843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243606 members 
Mstep: Class 4 contains 278733 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11235 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137811 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128440.000000 Penalty: 33526.671875
Iteration 142Q: 16 clusters Score -9.412844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243605 members 
Mstep: Class 4 contains 278732 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11239 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137813 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128432.000000 Penalty: 33526.671875
Iteration 143Q: 16 clusters Score -9.412843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243605 members 
Mstep: Class 4 contains 278731 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11244 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137815 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128392.000000 Penalty: 33526.671875
Iteration 144Q: 16 clusters Score -9.412839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243604 members 
Mstep: Class 4 contains 278729 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11248 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137817 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128432.000000 Penalty: 33526.671875
Iteration 145Q: 16 clusters Score -9.412843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243602 members 
Mstep: Class 4 contains 278730 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11249 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137819 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128408.000000 Penalty: 33526.671875
Iteration 146Q: 16 clusters Score -9.412841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 93574 members 
Mstep: Class 3 contains 243601 members 
Mstep: Class 4 contains 278731 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137821 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128416.000000 Penalty: 33526.671875
Iteration 147Q: 16 clusters Score -9.412842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 93574 members 
Mstep: Class 3 contains 243599 members 
Mstep: Class 4 contains 278731 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137823 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128360.000000 Penalty: 33526.671875
Iteration 148Q: 16 clusters Score -9.412836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 93574 members 
Mstep: Class 3 contains 243598 members 
Mstep: Class 4 contains 278731 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 137824 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128360.000000 Penalty: 33526.671875
Iteration 149Q: 16 clusters Score -9.412836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 93574 members 
Mstep: Class 3 contains 243596 members 
Mstep: Class 4 contains 278733 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21168 members 
Mstep: Class 12 contains 137825 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128360.000000 Penalty: 33526.671875
Iteration 150Q: 16 clusters Score -9.412836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 93574 members 
Mstep: Class 3 contains 243592 members 
Mstep: Class 4 contains 278736 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21167 members 
Mstep: Class 12 contains 137827 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128336.000000 Penalty: 33526.671875
Iteration 151Q: 16 clusters Score -9.412834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 93576 members 
Mstep: Class 3 contains 243590 members 
Mstep: Class 4 contains 278737 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21166 members 
Mstep: Class 12 contains 137827 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128368.000000 Penalty: 33526.671875
Iteration 152Q: 16 clusters Score -9.412837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 243590 members 
Mstep: Class 4 contains 278739 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21166 members 
Mstep: Class 12 contains 137827 members 
Mstep: Class 13 contains 57658 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128400.000000 Penalty: 33526.671875
Iteration 153Q: 16 clusters Score -9.41284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 93574 members 
Mstep: Class 3 contains 243590 members 
Mstep: Class 4 contains 278744 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21162 members 
Mstep: Class 12 contains 137827 members 
Mstep: Class 13 contains 57659 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128392.000000 Penalty: 33526.671875
Iteration 154Q: 16 clusters Score -9.412839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 93573 members 
Mstep: Class 3 contains 243589 members 
Mstep: Class 4 contains 278745 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21161 members 
Mstep: Class 12 contains 137827 members 
Mstep: Class 13 contains 57660 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128384.000000 Penalty: 33526.671875
Iteration 155Q: 16 clusters Score -9.412838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 93573 members 
Mstep: Class 3 contains 243588 members 
Mstep: Class 4 contains 278746 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21161 members 
Mstep: Class 12 contains 137827 members 
Mstep: Class 13 contains 57660 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128408.000000 Penalty: 33526.671875
Iteration 156Q: 16 clusters Score -9.412841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 93573 members 
Mstep: Class 3 contains 243587 members 
Mstep: Class 4 contains 278746 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21161 members 
Mstep: Class 12 contains 137827 members 
Mstep: Class 13 contains 57661 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128416.000000 Penalty: 33526.671875
Iteration 157Q: 16 clusters Score -9.412842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 93573 members 
Mstep: Class 3 contains 243587 members 
Mstep: Class 4 contains 278746 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 11 contains 21161 members 
Mstep: Class 12 contains 137827 members 
Mstep: Class 13 contains 57661 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128416.000000 Penalty: 33526.671875
Iteration 158F: 16 clusters Score -9.412842e+07 nChanged 0
Entering ConstructFrom: 
Score: -94128416.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (52331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Entering Unmasked Estep 
Score: -5217440.500000 Penalty: 1765.618408
	Iteration 0F: 2 clusters Score -5217440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -5182450.000000 Penalty: 3531.236816
	Iteration 0F: 3 clusters Score -5182450 nChanged 24483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -5196512.500000 Penalty: 3531.236816
	Iteration 1F: 3 clusters Score -5196512 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5197284.500000 Penalty: 3531.236816
	Iteration 2Q: 3 clusters Score -5197284 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -5198515.000000 Penalty: 3531.236816
	Iteration 3Q: 3 clusters Score -5198515 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -5200375.000000 Penalty: 3531.236816
	Iteration 4F: 3 clusters Score -5200375 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5203264.000000 Penalty: 3531.236816
	Iteration 5F: 3 clusters Score -5203264 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5207173.000000 Penalty: 3531.236816
	Iteration 6F: 3 clusters Score -5207173 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -5211027.000000 Penalty: 3531.236816
	Iteration 7F: 3 clusters Score -5211027 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -5213756.000000 Penalty: 3531.236816
	Iteration 8F: 3 clusters Score -5213756 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -5215154.000000 Penalty: 3531.236816
	Iteration 9Q: 3 clusters Score -5215154 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -5215603.000000 Penalty: 3531.236816
	Iteration 10Q: 3 clusters Score -5215603 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -5215806.500000 Penalty: 3531.236816
	Iteration 11Q: 3 clusters Score -5215806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -5215894.500000 Penalty: 3531.236816
	Iteration 12Q: 3 clusters Score -5215894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -5215942.000000 Penalty: 3531.236816
	Iteration 13Q: 3 clusters Score -5215942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -5215970.000000 Penalty: 3531.236816
	Iteration 14Q: 3 clusters Score -5215970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -5215986.500000 Penalty: 3531.236816
	Iteration 15Q: 3 clusters Score -5215986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -5216005.500000 Penalty: 3531.236816
	Iteration 16Q: 3 clusters Score -5216006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -5216023.500000 Penalty: 3531.236816
	Iteration 17Q: 3 clusters Score -5216024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -5216023.000000 Penalty: 3531.236816
	Iteration 18Q: 3 clusters Score -5216023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -5216024.000000 Penalty: 3531.236816
	Iteration 19Q: 3 clusters Score -5216024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -5216029.500000 Penalty: 3531.236816
	Iteration 20F: 3 clusters Score -5216030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -5216031.500000 Penalty: 3531.236816
	Iteration 21Q: 3 clusters Score -5216032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -5216037.500000 Penalty: 3531.236816
	Iteration 22Q: 3 clusters Score -5216038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -5216047.000000 Penalty: 3531.236816
	Iteration 23Q: 3 clusters Score -5216047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -5216060.000000 Penalty: 3531.236816
	Iteration 24Q: 3 clusters Score -5216060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -5216061.500000 Penalty: 3531.236816
	Iteration 25Q: 3 clusters Score -5216062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -5216055.000000 Penalty: 3531.236816
	Iteration 26Q: 3 clusters Score -5216055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -5216060.000000 Penalty: 3531.236816
	Iteration 27Q: 3 clusters Score -5216060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -5216065.500000 Penalty: 3531.236816
	Iteration 28Q: 3 clusters Score -5216066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -5216068.000000 Penalty: 3531.236816
	Iteration 29Q: 3 clusters Score -5216068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -5216067.000000 Penalty: 3531.236816
	Iteration 30Q: 3 clusters Score -5216067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -5216067.000000 Penalty: 3531.236816
	Iteration 31F: 3 clusters Score -5216067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Entering Unmasked Estep 
Score: -9687311.000000 Penalty: 1860.055786
	Iteration 0F: 2 clusters Score -9687311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -9624698.000000 Penalty: 3720.111572
	Iteration 0F: 3 clusters Score -9624698 nChanged 44746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -9650923.000000 Penalty: 3720.111572
	Iteration 1F: 3 clusters Score -9650923 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -9651482.000000 Penalty: 3720.111572
	Iteration 2Q: 3 clusters Score -9651482 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -9652120.000000 Penalty: 3720.111572
	Iteration 3Q: 3 clusters Score -9652120 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -9652966.000000 Penalty: 3720.111572
	Iteration 4Q: 3 clusters Score -9652966 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -9654107.000000 Penalty: 3720.111572
	Iteration 5Q: 3 clusters Score -9654107 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -9655787.000000 Penalty: 3720.111572
	Iteration 6Q: 3 clusters Score -9655787 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -9658743.000000 Penalty: 3720.111572
	Iteration 7F: 3 clusters Score -9658743 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -9663297.000000 Penalty: 3720.111572
	Iteration 8F: 3 clusters Score -9663297 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -9667817.000000 Penalty: 3720.111572
	Iteration 9F: 3 clusters Score -9667817 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -9670461.000000 Penalty: 3720.111572
	Iteration 10F: 3 clusters Score -9670461 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -9671383.000000 Penalty: 3720.111572
	Iteration 11Q: 3 clusters Score -9671383 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -9671895.000000 Penalty: 3720.111572
	Iteration 12Q: 3 clusters Score -9671895 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -9672430.000000 Penalty: 3720.111572
	Iteration 13Q: 3 clusters Score -9672430 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -9672837.000000 Penalty: 3720.111572
	Iteration 14Q: 3 clusters Score -9672837 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -9673238.000000 Penalty: 3720.111572
	Iteration 15Q: 3 clusters Score -9673238 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -9673713.000000 Penalty: 3720.111572
	Iteration 16Q: 3 clusters Score -9673713 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -9674084.000000 Penalty: 3720.111572
	Iteration 17Q: 3 clusters Score -9674084 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -9674523.000000 Penalty: 3720.111572
	Iteration 18Q: 3 clusters Score -9674523 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -9675029.000000 Penalty: 3720.111572
	Iteration 19Q: 3 clusters Score -9675029 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -9675517.000000 Penalty: 3720.111572
	Iteration 20F: 3 clusters Score -9675517 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -9675995.000000 Penalty: 3720.111572
	Iteration 21Q: 3 clusters Score -9675995 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -9676435.000000 Penalty: 3720.111572
	Iteration 22Q: 3 clusters Score -9676435 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -9676901.000000 Penalty: 3720.111572
	Iteration 23Q: 3 clusters Score -9676901 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -9677330.000000 Penalty: 3720.111572
	Iteration 24Q: 3 clusters Score -9677330 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -9677661.000000 Penalty: 3720.111572
	Iteration 25Q: 3 clusters Score -9677661 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -9678017.000000 Penalty: 3720.111572
	Iteration 26Q: 3 clusters Score -9678017 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -9678285.000000 Penalty: 3720.111572
	Iteration 27Q: 3 clusters Score -9678285 nChanged 991
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9678568 nChanged 1004
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9678848 nChanged 960
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9679116 nChanged 1004
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9679395 nChanged 1005
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9679657 nChanged 995
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9679917 nChanged 965
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Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9680076 nChanged 974
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Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9680371 nChanged 973
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Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9680585 nChanged 990
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Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9680861 nChanged 976
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Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9681145 nChanged 925
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Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9681422 nChanged 961
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Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 77066 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9681735 nChanged 928
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Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9681929 nChanged 921
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9682205 nChanged 870
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Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9682440 nChanged 891
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Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9682700 nChanged 877
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Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9682981 nChanged 810
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Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9683271 nChanged 739
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Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9683469 nChanged 656
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9683630 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9683831 nChanged 626
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 85003 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6584 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 87733 members 
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Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 88354 members 
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Mstep: Class 2 contains 88663 members 
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Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 89192 members 
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Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 89627 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9685313 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 90105 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9685398 nChanged 140
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Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9685448 nChanged 130
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Mstep: Class 1 contains 3074 members 
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Mstep: Class 1 contains 2950 members 
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Mstep: Class 1 contains 2851 members 
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	Iteration 71Q: 3 clusters Score -9685511 nChanged 89
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Mstep: Class 1 contains 2762 members 
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	Iteration 72Q: 3 clusters Score -9685562 nChanged 81
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Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 90892 members 
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	Iteration 73Q: 3 clusters Score -9685582 nChanged 64
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	Iteration 74Q: 3 clusters Score -9685602 nChanged 50
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Mstep: Class 1 contains 2567 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9685596 nChanged 62
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Mstep: Class 1 contains 2507 members 
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	Iteration 76Q: 3 clusters Score -9685647 nChanged 57
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Mstep: Class 1 contains 2454 members 
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	Iteration 77Q: 3 clusters Score -9685651 nChanged 54
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Mstep: Class 1 contains 2404 members 
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	Iteration 78Q: 3 clusters Score -9685651 nChanged 37
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Mstep: Class 1 contains 2367 members 
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	Iteration 79Q: 3 clusters Score -9685658 nChanged 31
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Mstep: Class 1 contains 2336 members 
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	Iteration 80F: 3 clusters Score -9685665 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2315 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9685671 nChanged 24
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Mstep: Class 1 contains 2291 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9685698 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2257 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9685692 nChanged 24
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Mstep: Class 1 contains 2235 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9685689 nChanged 19
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Mstep: Class 1 contains 2216 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9685694 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 91378 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9685696 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9685699 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2150 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9685685 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9685682 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 91453 members 
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	Iteration 90Q: 3 clusters Score -9685686 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 91471 members 
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	Iteration 91Q: 3 clusters Score -9685686 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2089 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9685685 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2079 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9685695 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2071 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9685686 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2059 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9685681 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2046 members 
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	Iteration 96Q: 3 clusters Score -9685681 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2032 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9685682 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2023 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9685679 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2010 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9685668 nChanged 16
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Mstep: Class 1 contains 1994 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9685678 nChanged 19
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Mstep: Class 1 contains 1975 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9685675 nChanged 15
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Mstep: Class 1 contains 1960 members 
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	Iteration 102Q: 3 clusters Score -9685685 nChanged 12
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Mstep: Class 1 contains 1950 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9685684 nChanged 14
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Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9685688 nChanged 14
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9685712 nChanged 16
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9685715 nChanged 14
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9685724 nChanged 12
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9685725 nChanged 13
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9685716 nChanged 10
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9685728 nChanged 6
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9685741 nChanged 11
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9685751 nChanged 10
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Mstep: Class 1 contains 1836 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9685740 nChanged 6
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9685734 nChanged 8
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9685737 nChanged 10
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9685746 nChanged 7
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Mstep: Class 1 contains 1807 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9685754 nChanged 8
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9685754 nChanged 3
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9685753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -9685752.000000 Penalty: 3720.111572
	Iteration 120F: 3 clusters Score -9685752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -9685750.000000 Penalty: 3720.111572
	Iteration 121Q: 3 clusters Score -9685750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
Score: -9685752.000000 Penalty: 3720.111572
	Iteration 122Q: 3 clusters Score -9685752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -9685752.000000 Penalty: 3720.111572
	Iteration 123Q: 3 clusters Score -9685752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -9685752.000000 Penalty: 3720.111572
	Iteration 124F: 3 clusters Score -9685752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (243587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243587 members 
Entering Unmasked Estep 
Score: -24757436.000000 Penalty: 2015.524780
	Iteration 0F: 2 clusters Score -2.475744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 121420 members 
Entering Unmasked Estep 
Score: -24597098.000000 Penalty: 4031.049561
	Iteration 0F: 3 clusters Score -2.45971e+07 nChanged 118519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132528 members 
Mstep: Class 2 contains 111059 members 
Entering Unmasked Estep 
Score: -24670116.000000 Penalty: 4031.049561
	Iteration 1F: 3 clusters Score -2.467012e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138599 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -24673342.000000 Penalty: 4031.049561
	Iteration 2Q: 3 clusters Score -2.467334e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -24679086.000000 Penalty: 4031.049561
	Iteration 3Q: 3 clusters Score -2.467909e+07 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160336 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -24688258.000000 Penalty: 4031.049561
	Iteration 4F: 3 clusters Score -2.468826e+07 nChanged 17462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176402 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -24701596.000000 Penalty: 4031.049561
	Iteration 5F: 3 clusters Score -2.47016e+07 nChanged 18070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193208 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -24717534.000000 Penalty: 4031.049561
	Iteration 6F: 3 clusters Score -2.471753e+07 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206751 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -24731284.000000 Penalty: 4031.049561
	Iteration 7F: 3 clusters Score -2.473128e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215333 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -24739954.000000 Penalty: 4031.049561
	Iteration 8Q: 3 clusters Score -2.473995e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220837 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -24744598.000000 Penalty: 4031.049561
	Iteration 9Q: 3 clusters Score -2.47446e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224785 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -24747446.000000 Penalty: 4031.049561
	Iteration 10Q: 3 clusters Score -2.474745e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227958 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -24749440.000000 Penalty: 4031.049561
	Iteration 11Q: 3 clusters Score -2.474944e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230545 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -24751020.000000 Penalty: 4031.049561
	Iteration 12Q: 3 clusters Score -2.475102e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232718 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -24752254.000000 Penalty: 4031.049561
	Iteration 13Q: 3 clusters Score -2.475225e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234444 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -24753156.000000 Penalty: 4031.049561
	Iteration 14Q: 3 clusters Score -2.475316e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235870 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -24753956.000000 Penalty: 4031.049561
	Iteration 15Q: 3 clusters Score -2.475396e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237063 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -24754542.000000 Penalty: 4031.049561
	Iteration 16Q: 3 clusters Score -2.475454e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237971 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -24754804.000000 Penalty: 4031.049561
	Iteration 17Q: 3 clusters Score -2.47548e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238712 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -24755134.000000 Penalty: 4031.049561
	Iteration 18Q: 3 clusters Score -2.475513e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239294 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -24755308.000000 Penalty: 4031.049561
	Iteration 19Q: 3 clusters Score -2.475531e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239754 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -24755578.000000 Penalty: 4031.049561
	Iteration 20F: 3 clusters Score -2.475558e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240122 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -24755718.000000 Penalty: 4031.049561
	Iteration 21Q: 3 clusters Score -2.475572e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240428 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -24755868.000000 Penalty: 4031.049561
	Iteration 22Q: 3 clusters Score -2.475587e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240683 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -24755876.000000 Penalty: 4031.049561
	Iteration 23Q: 3 clusters Score -2.475588e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240876 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -24755934.000000 Penalty: 4031.049561
	Iteration 24Q: 3 clusters Score -2.475593e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241017 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -24755986.000000 Penalty: 4031.049561
	Iteration 25Q: 3 clusters Score -2.475599e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241130 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -24755986.000000 Penalty: 4031.049561
	Iteration 26Q: 3 clusters Score -2.475599e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241212 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -24756044.000000 Penalty: 4031.049561
	Iteration 27Q: 3 clusters Score -2.475604e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241276 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -24756050.000000 Penalty: 4031.049561
	Iteration 28Q: 3 clusters Score -2.475605e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241322 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -24756074.000000 Penalty: 4031.049561
	Iteration 29Q: 3 clusters Score -2.475607e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241378 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -24756042.000000 Penalty: 4031.049561
	Iteration 30Q: 3 clusters Score -2.475604e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241429 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -24756040.000000 Penalty: 4031.049561
	Iteration 31Q: 3 clusters Score -2.475604e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241476 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -24756040.000000 Penalty: 4031.049561
	Iteration 32Q: 3 clusters Score -2.475604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241504 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -24756064.000000 Penalty: 4031.049561
	Iteration 33Q: 3 clusters Score -2.475606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241523 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -24756062.000000 Penalty: 4031.049561
	Iteration 34Q: 3 clusters Score -2.475606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241547 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -24756076.000000 Penalty: 4031.049561
	Iteration 35Q: 3 clusters Score -2.475608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241577 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -24756068.000000 Penalty: 4031.049561
	Iteration 36Q: 3 clusters Score -2.475607e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241603 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -24756068.000000 Penalty: 4031.049561
	Iteration 37Q: 3 clusters Score -2.475607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241626 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -24756048.000000 Penalty: 4031.049561
	Iteration 38Q: 3 clusters Score -2.475605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241642 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -24756078.000000 Penalty: 4031.049561
	Iteration 39Q: 3 clusters Score -2.475608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241657 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -24756068.000000 Penalty: 4031.049561
	Iteration 40F: 3 clusters Score -2.475607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241668 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -24756078.000000 Penalty: 4031.049561
	Iteration 41Q: 3 clusters Score -2.475608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241678 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -24756088.000000 Penalty: 4031.049561
	Iteration 42Q: 3 clusters Score -2.475609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241687 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -24756092.000000 Penalty: 4031.049561
	Iteration 43Q: 3 clusters Score -2.475609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241696 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -24756096.000000 Penalty: 4031.049561
	Iteration 44Q: 3 clusters Score -2.47561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241704 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -24756100.000000 Penalty: 4031.049561
	Iteration 45Q: 3 clusters Score -2.47561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241711 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -24756104.000000 Penalty: 4031.049561
	Iteration 46Q: 3 clusters Score -2.47561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241716 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -24756108.000000 Penalty: 4031.049561
	Iteration 47Q: 3 clusters Score -2.475611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241723 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -24756090.000000 Penalty: 4031.049561
	Iteration 48Q: 3 clusters Score -2.475609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241734 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -24756098.000000 Penalty: 4031.049561
	Iteration 49Q: 3 clusters Score -2.47561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241749 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -24756104.000000 Penalty: 4031.049561
	Iteration 50Q: 3 clusters Score -2.47561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241755 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -24756120.000000 Penalty: 4031.049561
	Iteration 51Q: 3 clusters Score -2.475612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241761 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -24756108.000000 Penalty: 4031.049561
	Iteration 52Q: 3 clusters Score -2.475611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241764 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -24756120.000000 Penalty: 4031.049561
	Iteration 53Q: 3 clusters Score -2.475612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241767 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -24756112.000000 Penalty: 4031.049561
	Iteration 54Q: 3 clusters Score -2.475611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241768 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -24756126.000000 Penalty: 4031.049561
	Iteration 55Q: 3 clusters Score -2.475613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241771 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -24756124.000000 Penalty: 4031.049561
	Iteration 56Q: 3 clusters Score -2.475612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241776 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -24756122.000000 Penalty: 4031.049561
	Iteration 57Q: 3 clusters Score -2.475612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241777 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -24756120.000000 Penalty: 4031.049561
	Iteration 58Q: 3 clusters Score -2.475612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241776 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -24756108.000000 Penalty: 4031.049561
	Iteration 59Q: 3 clusters Score -2.475611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241776 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -24756108.000000 Penalty: 4031.049561
	Iteration 60F: 3 clusters Score -2.475611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (278746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278746 members 
Entering Unmasked Estep 
Score: -28299562.000000 Penalty: 2037.434204
	Iteration 0F: 2 clusters Score -2.829956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139409 members 
Mstep: Class 2 contains 139337 members 
Entering Unmasked Estep 
Score: -28121348.000000 Penalty: 4074.868408
	Iteration 0F: 3 clusters Score -2.812135e+07 nChanged 135860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139873 members 
Mstep: Class 2 contains 138873 members 
Entering Unmasked Estep 
Score: -28202526.000000 Penalty: 4074.868408
	Iteration 1F: 3 clusters Score -2.820253e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140556 members 
Mstep: Class 2 contains 138190 members 
Entering Unmasked Estep 
Score: -28203632.000000 Penalty: 4074.868408
	Iteration 2Q: 3 clusters Score -2.820363e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141844 members 
Mstep: Class 2 contains 136902 members 
Entering Unmasked Estep 
Score: -28204908.000000 Penalty: 4074.868408
	Iteration 3Q: 3 clusters Score -2.820491e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143864 members 
Mstep: Class 2 contains 134882 members 
Entering Unmasked Estep 
Score: -28206674.000000 Penalty: 4074.868408
	Iteration 4Q: 3 clusters Score -2.820667e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146930 members 
Mstep: Class 2 contains 131816 members 
Entering Unmasked Estep 
Score: -28209260.000000 Penalty: 4074.868408
	Iteration 5Q: 3 clusters Score -2.820926e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151324 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -28212848.000000 Penalty: 4074.868408
	Iteration 6Q: 3 clusters Score -2.821285e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157344 members 
Mstep: Class 2 contains 121402 members 
Entering Unmasked Estep 
Score: -28218196.000000 Penalty: 4074.868408
	Iteration 7Q: 3 clusters Score -2.82182e+07 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164881 members 
Mstep: Class 2 contains 113865 members 
Entering Unmasked Estep 
Score: -28225414.000000 Penalty: 4074.868408
	Iteration 8F: 3 clusters Score -2.822541e+07 nChanged 16000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173159 members 
Mstep: Class 2 contains 105587 members 
Entering Unmasked Estep 
Score: -28235446.000000 Penalty: 4074.868408
	Iteration 9F: 3 clusters Score -2.823545e+07 nChanged 16884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180851 members 
Mstep: Class 2 contains 97895 members 
Entering Unmasked Estep 
Score: -28247042.000000 Penalty: 4074.868408
	Iteration 10F: 3 clusters Score -2.824704e+07 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186617 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -28256116.000000 Penalty: 4074.868408
	Iteration 11F: 3 clusters Score -2.825612e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191044 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -28260378.000000 Penalty: 4074.868408
	Iteration 12Q: 3 clusters Score -2.826038e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195064 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -28262018.000000 Penalty: 4074.868408
	Iteration 13Q: 3 clusters Score -2.826202e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199080 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -28262910.000000 Penalty: 4074.868408
	Iteration 14Q: 3 clusters Score -2.826291e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203185 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -28264034.000000 Penalty: 4074.868408
	Iteration 15Q: 3 clusters Score -2.826403e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207346 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -28264870.000000 Penalty: 4074.868408
	Iteration 16Q: 3 clusters Score -2.826487e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211436 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -28266052.000000 Penalty: 4074.868408
	Iteration 17Q: 3 clusters Score -2.826605e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215444 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -28266916.000000 Penalty: 4074.868408
	Iteration 18Q: 3 clusters Score -2.826692e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219300 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -28268126.000000 Penalty: 4074.868408
	Iteration 19Q: 3 clusters Score -2.826813e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223030 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -28269322.000000 Penalty: 4074.868408
	Iteration 20F: 3 clusters Score -2.826932e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226702 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -28270676.000000 Penalty: 4074.868408
	Iteration 21Q: 3 clusters Score -2.827068e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230302 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -28271892.000000 Penalty: 4074.868408
	Iteration 22Q: 3 clusters Score -2.827189e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233789 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -28273220.000000 Penalty: 4074.868408
	Iteration 23Q: 3 clusters Score -2.827322e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237172 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -28274638.000000 Penalty: 4074.868408
	Iteration 24Q: 3 clusters Score -2.827464e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240447 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -28276038.000000 Penalty: 4074.868408
	Iteration 25Q: 3 clusters Score -2.827604e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243647 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -28277538.000000 Penalty: 4074.868408
	Iteration 26Q: 3 clusters Score -2.827754e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246816 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -28279068.000000 Penalty: 4074.868408
	Iteration 27Q: 3 clusters Score -2.827907e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249871 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -28280558.000000 Penalty: 4074.868408
	Iteration 28Q: 3 clusters Score -2.828056e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252740 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -28281936.000000 Penalty: 4074.868408
	Iteration 29Q: 3 clusters Score -2.828194e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255416 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -28283454.000000 Penalty: 4074.868408
	Iteration 30Q: 3 clusters Score -2.828345e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257993 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -28284976.000000 Penalty: 4074.868408
	Iteration 31Q: 3 clusters Score -2.828498e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260435 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -28286462.000000 Penalty: 4074.868408
	Iteration 32Q: 3 clusters Score -2.828646e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262655 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -28287872.000000 Penalty: 4074.868408
	Iteration 33Q: 3 clusters Score -2.828787e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264719 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -28289276.000000 Penalty: 4074.868408
	Iteration 34Q: 3 clusters Score -2.828928e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266525 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -28290462.000000 Penalty: 4074.868408
	Iteration 35Q: 3 clusters Score -2.829046e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268115 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -28291512.000000 Penalty: 4074.868408
	Iteration 36Q: 3 clusters Score -2.829151e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269525 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -28292570.000000 Penalty: 4074.868408
	Iteration 37Q: 3 clusters Score -2.829257e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270673 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -28293334.000000 Penalty: 4074.868408
	Iteration 38Q: 3 clusters Score -2.829333e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271645 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -28294078.000000 Penalty: 4074.868408
	Iteration 39Q: 3 clusters Score -2.829408e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272470 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -28294660.000000 Penalty: 4074.868408
	Iteration 40F: 3 clusters Score -2.829466e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273191 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -28295190.000000 Penalty: 4074.868408
	Iteration 41Q: 3 clusters Score -2.829519e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273801 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -28295628.000000 Penalty: 4074.868408
	Iteration 42Q: 3 clusters Score -2.829563e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274320 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -28295990.000000 Penalty: 4074.868408
	Iteration 43Q: 3 clusters Score -2.829599e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274784 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -28296260.000000 Penalty: 4074.868408
	Iteration 44Q: 3 clusters Score -2.829626e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275150 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -28296594.000000 Penalty: 4074.868408
	Iteration 45Q: 3 clusters Score -2.829659e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275458 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -28296722.000000 Penalty: 4074.868408
	Iteration 46Q: 3 clusters Score -2.829672e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275708 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -28296836.000000 Penalty: 4074.868408
	Iteration 47Q: 3 clusters Score -2.829684e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275926 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -28296984.000000 Penalty: 4074.868408
	Iteration 48Q: 3 clusters Score -2.829698e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276090 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -28297104.000000 Penalty: 4074.868408
	Iteration 49Q: 3 clusters Score -2.82971e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276221 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -28297176.000000 Penalty: 4074.868408
	Iteration 50Q: 3 clusters Score -2.829718e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276331 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -28297260.000000 Penalty: 4074.868408
	Iteration 51Q: 3 clusters Score -2.829726e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276423 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -28297284.000000 Penalty: 4074.868408
	Iteration 52Q: 3 clusters Score -2.829728e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276498 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -28297342.000000 Penalty: 4074.868408
	Iteration 53Q: 3 clusters Score -2.829734e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276555 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -28297338.000000 Penalty: 4074.868408
	Iteration 54Q: 3 clusters Score -2.829734e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276601 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -28297394.000000 Penalty: 4074.868408
	Iteration 55Q: 3 clusters Score -2.829739e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276642 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -28297402.000000 Penalty: 4074.868408
	Iteration 56Q: 3 clusters Score -2.82974e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276682 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -28297416.000000 Penalty: 4074.868408
	Iteration 57Q: 3 clusters Score -2.829742e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276716 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -28297504.000000 Penalty: 4074.868408
	Iteration 58Q: 3 clusters Score -2.82975e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276748 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -28297512.000000 Penalty: 4074.868408
	Iteration 59Q: 3 clusters Score -2.829751e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276774 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -28297532.000000 Penalty: 4074.868408
	Iteration 60F: 3 clusters Score -2.829753e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276794 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -28297528.000000 Penalty: 4074.868408
	Iteration 61Q: 3 clusters Score -2.829753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276816 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -28297540.000000 Penalty: 4074.868408
	Iteration 62Q: 3 clusters Score -2.829754e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276839 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -28297518.000000 Penalty: 4074.868408
	Iteration 63Q: 3 clusters Score -2.829752e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276860 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -28297504.000000 Penalty: 4074.868408
	Iteration 64Q: 3 clusters Score -2.82975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276874 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -28297534.000000 Penalty: 4074.868408
	Iteration 65Q: 3 clusters Score -2.829753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276884 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -28297534.000000 Penalty: 4074.868408
	Iteration 66Q: 3 clusters Score -2.829753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276903 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -28297548.000000 Penalty: 4074.868408
	Iteration 67Q: 3 clusters Score -2.829755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276916 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -28297566.000000 Penalty: 4074.868408
	Iteration 68Q: 3 clusters Score -2.829757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276928 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -28297572.000000 Penalty: 4074.868408
	Iteration 69Q: 3 clusters Score -2.829757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276940 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -28297566.000000 Penalty: 4074.868408
	Iteration 70Q: 3 clusters Score -2.829757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276945 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -28297568.000000 Penalty: 4074.868408
	Iteration 71Q: 3 clusters Score -2.829757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276949 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -28297568.000000 Penalty: 4074.868408
	Iteration 72Q: 3 clusters Score -2.829757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276953 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -28297558.000000 Penalty: 4074.868408
	Iteration 73Q: 3 clusters Score -2.829756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276953 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -28297554.000000 Penalty: 4074.868408
	Iteration 74Q: 3 clusters Score -2.829755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276953 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -28297564.000000 Penalty: 4074.868408
	Iteration 75Q: 3 clusters Score -2.829756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276954 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -28297570.000000 Penalty: 4074.868408
	Iteration 76Q: 3 clusters Score -2.829757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276956 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -28297570.000000 Penalty: 4074.868408
	Iteration 77Q: 3 clusters Score -2.829757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276958 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -28297576.000000 Penalty: 4074.868408
	Iteration 78Q: 3 clusters Score -2.829758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276960 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -28297574.000000 Penalty: 4074.868408
	Iteration 79Q: 3 clusters Score -2.829757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276961 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -28297558.000000 Penalty: 4074.868408
	Iteration 80F: 3 clusters Score -2.829756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Entering Unmasked Estep 
Score: -3246758.000000 Penalty: 1682.740723
	Iteration 0F: 2 clusters Score -3246758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3225578.500000 Penalty: 3365.481445
	Iteration 0F: 3 clusters Score -3225578 nChanged 14604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3233717.750000 Penalty: 3365.481445
	Iteration 1F: 3 clusters Score -3233718 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3234275.500000 Penalty: 3365.481445
	Iteration 2Q: 3 clusters Score -3234276 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3235026.250000 Penalty: 3365.481445
	Iteration 3Q: 3 clusters Score -3235026 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3236053.750000 Penalty: 3365.481445
	Iteration 4F: 3 clusters Score -3236054 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3237477.250000 Penalty: 3365.481445
	Iteration 5F: 3 clusters Score -3237477 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3239288.500000 Penalty: 3365.481445
	Iteration 6F: 3 clusters Score -3239288 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3241364.500000 Penalty: 3365.481445
	Iteration 7F: 3 clusters Score -3241364 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3242737.500000 Penalty: 3365.481445
	Iteration 8F: 3 clusters Score -3242738 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3243343.750000 Penalty: 3365.481445
	Iteration 9Q: 3 clusters Score -3243344 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3243557.750000 Penalty: 3365.481445
	Iteration 10Q: 3 clusters Score -3243558 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -3243726.250000 Penalty: 3365.481445
	Iteration 11Q: 3 clusters Score -3243726 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3243854.500000 Penalty: 3365.481445
	Iteration 12Q: 3 clusters Score -3243854 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3243976.000000 Penalty: 3365.481445
	Iteration 13Q: 3 clusters Score -3243976 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3244098.750000 Penalty: 3365.481445
	Iteration 14Q: 3 clusters Score -3244099 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3244232.250000 Penalty: 3365.481445
	Iteration 15Q: 3 clusters Score -3244232 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3244352.500000 Penalty: 3365.481445
	Iteration 16Q: 3 clusters Score -3244352 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3244460.750000 Penalty: 3365.481445
	Iteration 17Q: 3 clusters Score -3244461 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3244581.000000 Penalty: 3365.481445
	Iteration 18Q: 3 clusters Score -3244581 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3244672.250000 Penalty: 3365.481445
	Iteration 19Q: 3 clusters Score -3244672 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3244761.250000 Penalty: 3365.481445
	Iteration 20F: 3 clusters Score -3244761 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3244822.500000 Penalty: 3365.481445
	Iteration 21Q: 3 clusters Score -3244822 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3244891.000000 Penalty: 3365.481445
	Iteration 22Q: 3 clusters Score -3244891 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3244942.500000 Penalty: 3365.481445
	Iteration 23Q: 3 clusters Score -3244942 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -3245007.000000 Penalty: 3365.481445
	Iteration 24Q: 3 clusters Score -3245007 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3245073.500000 Penalty: 3365.481445
	Iteration 25Q: 3 clusters Score -3245074 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3245133.000000 Penalty: 3365.481445
	Iteration 26Q: 3 clusters Score -3245133 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3245164.250000 Penalty: 3365.481445
	Iteration 27Q: 3 clusters Score -3245164 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3245209.000000 Penalty: 3365.481445
	Iteration 28Q: 3 clusters Score -3245209 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3245234.250000 Penalty: 3365.481445
	Iteration 29Q: 3 clusters Score -3245234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3245270.750000 Penalty: 3365.481445
	Iteration 30Q: 3 clusters Score -3245271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -3245302.000000 Penalty: 3365.481445
	Iteration 31Q: 3 clusters Score -3245302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3245327.500000 Penalty: 3365.481445
	Iteration 32Q: 3 clusters Score -3245328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -3245346.250000 Penalty: 3365.481445
	Iteration 33Q: 3 clusters Score -3245346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3245369.000000 Penalty: 3365.481445
	Iteration 34Q: 3 clusters Score -3245369 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3245393.500000 Penalty: 3365.481445
	Iteration 35Q: 3 clusters Score -3245394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3245411.000000 Penalty: 3365.481445
	Iteration 36Q: 3 clusters Score -3245411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3245419.500000 Penalty: 3365.481445
	Iteration 37Q: 3 clusters Score -3245420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3245430.250000 Penalty: 3365.481445
	Iteration 38Q: 3 clusters Score -3245430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3245448.500000 Penalty: 3365.481445
	Iteration 39Q: 3 clusters Score -3245448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -3245451.750000 Penalty: 3365.481445
	Iteration 40F: 3 clusters Score -3245452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3245453.750000 Penalty: 3365.481445
	Iteration 41Q: 3 clusters Score -3245454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3245454.250000 Penalty: 3365.481445
	Iteration 42Q: 3 clusters Score -3245454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3245464.500000 Penalty: 3365.481445
	Iteration 43Q: 3 clusters Score -3245464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3245463.250000 Penalty: 3365.481445
	Iteration 44Q: 3 clusters Score -3245463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3245467.500000 Penalty: 3365.481445
	Iteration 45Q: 3 clusters Score -3245468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3245470.500000 Penalty: 3365.481445
	Iteration 46Q: 3 clusters Score -3245470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3245472.250000 Penalty: 3365.481445
	Iteration 47Q: 3 clusters Score -3245472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -3245474.750000 Penalty: 3365.481445
	Iteration 48Q: 3 clusters Score -3245475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3245483.750000 Penalty: 3365.481445
	Iteration 49Q: 3 clusters Score -3245484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3245483.250000 Penalty: 3365.481445
	Iteration 50Q: 3 clusters Score -3245483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -3245480.500000 Penalty: 3365.481445
	Iteration 51Q: 3 clusters Score -3245480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3245479.500000 Penalty: 3365.481445
	Iteration 52Q: 3 clusters Score -3245480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3245484.500000 Penalty: 3365.481445
	Iteration 53Q: 3 clusters Score -3245484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -3245486.250000 Penalty: 3365.481445
	Iteration 54Q: 3 clusters Score -3245486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -3245497.500000 Penalty: 3365.481445
	Iteration 55Q: 3 clusters Score -3245498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3245504.000000 Penalty: 3365.481445
	Iteration 56Q: 3 clusters Score -3245504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3245505.750000 Penalty: 3365.481445
	Iteration 57Q: 3 clusters Score -3245506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3245514.000000 Penalty: 3365.481445
	Iteration 58Q: 3 clusters Score -3245514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -3245517.000000 Penalty: 3365.481445
	Iteration 59Q: 3 clusters Score -3245517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3245521.250000 Penalty: 3365.481445
	Iteration 60F: 3 clusters Score -3245521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -3245519.500000 Penalty: 3365.481445
	Iteration 61Q: 3 clusters Score -3245520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -3245522.750000 Penalty: 3365.481445
	Iteration 62Q: 3 clusters Score -3245523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -3245518.500000 Penalty: 3365.481445
	Iteration 63Q: 3 clusters Score -3245518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3245524.750000 Penalty: 3365.481445
	Iteration 64Q: 3 clusters Score -3245525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3245529.250000 Penalty: 3365.481445
	Iteration 65Q: 3 clusters Score -3245529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -3245526.250000 Penalty: 3365.481445
	Iteration 66Q: 3 clusters Score -3245526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -3245532.250000 Penalty: 3365.481445
	Iteration 67Q: 3 clusters Score -3245532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -3245530.000000 Penalty: 3365.481445
	Iteration 68Q: 3 clusters Score -3245530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3245531.000000 Penalty: 3365.481445
	Iteration 69Q: 3 clusters Score -3245531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -3245531.500000 Penalty: 3365.481445
	Iteration 70Q: 3 clusters Score -3245532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3245530.500000 Penalty: 3365.481445
	Iteration 71Q: 3 clusters Score -3245530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3245531.750000 Penalty: 3365.481445
	Iteration 72Q: 3 clusters Score -3245532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3245530.500000 Penalty: 3365.481445
	Iteration 73Q: 3 clusters Score -3245530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -3245532.750000 Penalty: 3365.481445
	Iteration 74Q: 3 clusters Score -3245533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -3245538.750000 Penalty: 3365.481445
	Iteration 75Q: 3 clusters Score -3245539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3245542.000000 Penalty: 3365.481445
	Iteration 76Q: 3 clusters Score -3245542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3245545.750000 Penalty: 3365.481445
	Iteration 77Q: 3 clusters Score -3245546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -3245547.750000 Penalty: 3365.481445
	Iteration 78Q: 3 clusters Score -3245548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3245551.000000 Penalty: 3365.481445
	Iteration 79Q: 3 clusters Score -3245551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -3245551.500000 Penalty: 3365.481445
	Iteration 80F: 3 clusters Score -3245552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -3245553.000000 Penalty: 3365.481445
	Iteration 81Q: 3 clusters Score -3245553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -3245551.000000 Penalty: 3365.481445
	Iteration 82Q: 3 clusters Score -3245551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3245558.250000 Penalty: 3365.481445
	Iteration 83Q: 3 clusters Score -3245558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3245559.000000 Penalty: 3365.481445
	Iteration 84Q: 3 clusters Score -3245559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -3245554.750000 Penalty: 3365.481445
	Iteration 85Q: 3 clusters Score -3245555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3245557.750000 Penalty: 3365.481445
	Iteration 86Q: 3 clusters Score -3245558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3245562.750000 Penalty: 3365.481445
	Iteration 87Q: 3 clusters Score -3245563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -3245560.750000 Penalty: 3365.481445
	Iteration 88Q: 3 clusters Score -3245561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -3245563.000000 Penalty: 3365.481445
	Iteration 89Q: 3 clusters Score -3245563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -3245564.250000 Penalty: 3365.481445
	Iteration 90Q: 3 clusters Score -3245564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3245569.500000 Penalty: 3365.481445
	Iteration 91Q: 3 clusters Score -3245570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3245569.500000 Penalty: 3365.481445
	Iteration 92Q: 3 clusters Score -3245570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -3245573.250000 Penalty: 3365.481445
	Iteration 93Q: 3 clusters Score -3245573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3245573.250000 Penalty: 3365.481445
	Iteration 94Q: 3 clusters Score -3245573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3245579.250000 Penalty: 3365.481445
	Iteration 95Q: 3 clusters Score -3245579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3245581.000000 Penalty: 3365.481445
	Iteration 96Q: 3 clusters Score -3245581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -3245578.500000 Penalty: 3365.481445
	Iteration 97Q: 3 clusters Score -3245578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3245583.500000 Penalty: 3365.481445
	Iteration 98Q: 3 clusters Score -3245584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -3245585.250000 Penalty: 3365.481445
	Iteration 99Q: 3 clusters Score -3245585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -3245590.750000 Penalty: 3365.481445
	Iteration 100F: 3 clusters Score -3245591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -3245595.500000 Penalty: 3365.481445
	Iteration 101Q: 3 clusters Score -3245596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -3245593.000000 Penalty: 3365.481445
	Iteration 102Q: 3 clusters Score -3245593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -3245589.750000 Penalty: 3365.481445
	Iteration 103Q: 3 clusters Score -3245590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -3245595.500000 Penalty: 3365.481445
	Iteration 104Q: 3 clusters Score -3245596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -3245597.500000 Penalty: 3365.481445
	Iteration 105Q: 3 clusters Score -3245598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3245601.250000 Penalty: 3365.481445
	Iteration 106Q: 3 clusters Score -3245601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -3245600.000000 Penalty: 3365.481445
	Iteration 107Q: 3 clusters Score -3245600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -3245603.500000 Penalty: 3365.481445
	Iteration 108Q: 3 clusters Score -3245604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -3245603.500000 Penalty: 3365.481445
	Iteration 109Q: 3 clusters Score -3245604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -3245605.000000 Penalty: 3365.481445
	Iteration 110Q: 3 clusters Score -3245605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -3245605.000000 Penalty: 3365.481445
	Iteration 111F: 3 clusters Score -3245605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Entering Unmasked Estep 
Score: -325086.468750 Penalty: 1321.803345
	Iteration 0F: 2 clusters Score -325086.5 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 1677 members 
Entering Unmasked Estep 
Score: -322229.156250 Penalty: 2643.606689
	Iteration 0F: 3 clusters Score -322229.2 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -322988.156250 Penalty: 2643.606689
	Iteration 1F: 3 clusters Score -322988.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -323166.156250 Penalty: 2643.606689
	Iteration 2F: 3 clusters Score -323166.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -323288.906250 Penalty: 2643.606689
	Iteration 3F: 3 clusters Score -323288.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -323385.125000 Penalty: 2643.606689
	Iteration 4Q: 3 clusters Score -323385.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -323499.937500 Penalty: 2643.606689
	Iteration 5Q: 3 clusters Score -323499.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -323606.125000 Penalty: 2643.606689
	Iteration 6Q: 3 clusters Score -323606.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -323698.500000 Penalty: 2643.606689
	Iteration 7Q: 3 clusters Score -323698.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -323766.125000 Penalty: 2643.606689
	Iteration 8Q: 3 clusters Score -323766.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -323813.500000 Penalty: 2643.606689
	Iteration 9Q: 3 clusters Score -323813.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -323856.937500 Penalty: 2643.606689
	Iteration 10Q: 3 clusters Score -323856.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -323920.218750 Penalty: 2643.606689
	Iteration 11Q: 3 clusters Score -323920.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -324025.406250 Penalty: 2643.606689
	Iteration 12Q: 3 clusters Score -324025.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -324142.593750 Penalty: 2643.606689
	Iteration 13Q: 3 clusters Score -324142.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -324249.968750 Penalty: 2643.606689
	Iteration 14Q: 3 clusters Score -324250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -324326.625000 Penalty: 2643.606689
	Iteration 15Q: 3 clusters Score -324326.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -324389.656250 Penalty: 2643.606689
	Iteration 16Q: 3 clusters Score -324389.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -324423.156250 Penalty: 2643.606689
	Iteration 17Q: 3 clusters Score -324423.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -324453.031250 Penalty: 2643.606689
	Iteration 18Q: 3 clusters Score -324453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -324478.281250 Penalty: 2643.606689
	Iteration 19Q: 3 clusters Score -324478.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -324497.968750 Penalty: 2643.606689
	Iteration 20F: 3 clusters Score -324498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -324512.781250 Penalty: 2643.606689
	Iteration 21Q: 3 clusters Score -324512.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -324518.718750 Penalty: 2643.606689
	Iteration 22Q: 3 clusters Score -324518.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -324526.687500 Penalty: 2643.606689
	Iteration 23Q: 3 clusters Score -324526.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -324535.062500 Penalty: 2643.606689
	Iteration 24Q: 3 clusters Score -324535.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -324537.343750 Penalty: 2643.606689
	Iteration 25Q: 3 clusters Score -324537.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -324544.406250 Penalty: 2643.606689
	Iteration 26Q: 3 clusters Score -324544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -324547.375000 Penalty: 2643.606689
	Iteration 27Q: 3 clusters Score -324547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -324549.156250 Penalty: 2643.606689
	Iteration 28Q: 3 clusters Score -324549.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -324553.656250 Penalty: 2643.606689
	Iteration 29Q: 3 clusters Score -324553.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -324557.468750 Penalty: 2643.606689
	Iteration 30Q: 3 clusters Score -324557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -324559.156250 Penalty: 2643.606689
	Iteration 31Q: 3 clusters Score -324559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -324567.187500 Penalty: 2643.606689
	Iteration 32Q: 3 clusters Score -324567.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -324572.343750 Penalty: 2643.606689
	Iteration 33Q: 3 clusters Score -324572.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -324582.406250 Penalty: 2643.606689
	Iteration 34Q: 3 clusters Score -324582.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -324607.812500 Penalty: 2643.606689
	Iteration 35Q: 3 clusters Score -324607.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -324626.875000 Penalty: 2643.606689
	Iteration 36Q: 3 clusters Score -324626.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -324640.531250 Penalty: 2643.606689
	Iteration 37Q: 3 clusters Score -324640.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -324648.437500 Penalty: 2643.606689
	Iteration 38Q: 3 clusters Score -324648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -324650.843750 Penalty: 2643.606689
	Iteration 39Q: 3 clusters Score -324650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -324650.906250 Penalty: 2643.606689
	Iteration 40F: 3 clusters Score -324650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -324651.531250 Penalty: 2643.606689
	Iteration 41Q: 3 clusters Score -324651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -324652.031250 Penalty: 2643.606689
	Iteration 42Q: 3 clusters Score -324652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -324652.031250 Penalty: 2643.606689
	Iteration 43F: 3 clusters Score -324652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -30093.695312 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -30093.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29201.802734 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -29201.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29321.462891 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -29321.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29366.871094 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -29366.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29389.294922 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -29389.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29399.601562 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -29399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29411.400391 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -29411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29411.400391 Penalty: 1864.385986
	Iteration 6F: 3 clusters Score -29411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Entering Unmasked Estep 
Score: -1107184.250000 Penalty: 1515.819946
	Iteration 0F: 2 clusters Score -1107184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1099159.750000 Penalty: 3031.639893
	Iteration 0F: 3 clusters Score -1099160 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1101808.375000 Penalty: 3031.639893
	Iteration 1F: 3 clusters Score -1101808 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1102084.875000 Penalty: 3031.639893
	Iteration 2F: 3 clusters Score -1102085 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1102325.625000 Penalty: 3031.639893
	Iteration 3F: 3 clusters Score -1102326 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1102565.250000 Penalty: 3031.639893
	Iteration 4Q: 3 clusters Score -1102565 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1102846.625000 Penalty: 3031.639893
	Iteration 5Q: 3 clusters Score -1102847 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1103210.000000 Penalty: 3031.639893
	Iteration 6Q: 3 clusters Score -1103210 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1103586.750000 Penalty: 3031.639893
	Iteration 7Q: 3 clusters Score -1103587 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1103997.125000 Penalty: 3031.639893
	Iteration 8Q: 3 clusters Score -1103997 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1104367.875000 Penalty: 3031.639893
	Iteration 9Q: 3 clusters Score -1104368 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1104635.000000 Penalty: 3031.639893
	Iteration 10Q: 3 clusters Score -1104635 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1104810.000000 Penalty: 3031.639893
	Iteration 11Q: 3 clusters Score -1104810 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1104905.875000 Penalty: 3031.639893
	Iteration 12Q: 3 clusters Score -1104906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1104968.625000 Penalty: 3031.639893
	Iteration 13Q: 3 clusters Score -1104969 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1105025.125000 Penalty: 3031.639893
	Iteration 14Q: 3 clusters Score -1105025 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1105073.125000 Penalty: 3031.639893
	Iteration 15Q: 3 clusters Score -1105073 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1105135.375000 Penalty: 3031.639893
	Iteration 16Q: 3 clusters Score -1105135 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1105188.375000 Penalty: 3031.639893
	Iteration 17Q: 3 clusters Score -1105188 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1105233.625000 Penalty: 3031.639893
	Iteration 18Q: 3 clusters Score -1105234 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1105278.750000 Penalty: 3031.639893
	Iteration 19Q: 3 clusters Score -1105279 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1105320.750000 Penalty: 3031.639893
	Iteration 20F: 3 clusters Score -1105321 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1105366.875000 Penalty: 3031.639893
	Iteration 21Q: 3 clusters Score -1105367 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1105406.500000 Penalty: 3031.639893
	Iteration 22Q: 3 clusters Score -1105406 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1105435.000000 Penalty: 3031.639893
	Iteration 23Q: 3 clusters Score -1105435 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1105472.250000 Penalty: 3031.639893
	Iteration 24Q: 3 clusters Score -1105472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1105500.375000 Penalty: 3031.639893
	Iteration 25Q: 3 clusters Score -1105500 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1105534.375000 Penalty: 3031.639893
	Iteration 26Q: 3 clusters Score -1105534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1105565.000000 Penalty: 3031.639893
	Iteration 27Q: 3 clusters Score -1105565 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1105603.375000 Penalty: 3031.639893
	Iteration 28Q: 3 clusters Score -1105603 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1105637.625000 Penalty: 3031.639893
	Iteration 29Q: 3 clusters Score -1105638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1105676.125000 Penalty: 3031.639893
	Iteration 30Q: 3 clusters Score -1105676 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1105721.625000 Penalty: 3031.639893
	Iteration 31Q: 3 clusters Score -1105722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1105763.875000 Penalty: 3031.639893
	Iteration 32Q: 3 clusters Score -1105764 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1105800.250000 Penalty: 3031.639893
	Iteration 33Q: 3 clusters Score -1105800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1105825.375000 Penalty: 3031.639893
	Iteration 34Q: 3 clusters Score -1105825 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1105848.625000 Penalty: 3031.639893
	Iteration 35Q: 3 clusters Score -1105849 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1105865.750000 Penalty: 3031.639893
	Iteration 36Q: 3 clusters Score -1105866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1105886.250000 Penalty: 3031.639893
	Iteration 37Q: 3 clusters Score -1105886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1105896.000000 Penalty: 3031.639893
	Iteration 38Q: 3 clusters Score -1105896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1105906.875000 Penalty: 3031.639893
	Iteration 39Q: 3 clusters Score -1105907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1105917.375000 Penalty: 3031.639893
	Iteration 40F: 3 clusters Score -1105917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1105924.875000 Penalty: 3031.639893
	Iteration 41Q: 3 clusters Score -1105925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1105931.375000 Penalty: 3031.639893
	Iteration 42Q: 3 clusters Score -1105931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1105938.500000 Penalty: 3031.639893
	Iteration 43Q: 3 clusters Score -1105938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1105943.000000 Penalty: 3031.639893
	Iteration 44Q: 3 clusters Score -1105943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1105952.125000 Penalty: 3031.639893
	Iteration 45Q: 3 clusters Score -1105952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1105954.000000 Penalty: 3031.639893
	Iteration 46Q: 3 clusters Score -1105954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1105960.000000 Penalty: 3031.639893
	Iteration 47Q: 3 clusters Score -1105960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1105962.125000 Penalty: 3031.639893
	Iteration 48Q: 3 clusters Score -1105962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1105968.375000 Penalty: 3031.639893
	Iteration 49Q: 3 clusters Score -1105968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1105970.125000 Penalty: 3031.639893
	Iteration 50Q: 3 clusters Score -1105970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1105970.875000 Penalty: 3031.639893
	Iteration 51Q: 3 clusters Score -1105971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1105972.750000 Penalty: 3031.639893
	Iteration 52Q: 3 clusters Score -1105973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1105973.875000 Penalty: 3031.639893
	Iteration 53Q: 3 clusters Score -1105974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1105978.625000 Penalty: 3031.639893
	Iteration 54Q: 3 clusters Score -1105979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1105976.625000 Penalty: 3031.639893
	Iteration 55Q: 3 clusters Score -1105977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1105985.500000 Penalty: 3031.639893
	Iteration 56Q: 3 clusters Score -1105986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1105990.250000 Penalty: 3031.639893
	Iteration 57Q: 3 clusters Score -1105990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1105990.250000 Penalty: 3031.639893
	Iteration 58Q: 3 clusters Score -1105990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1105996.250000 Penalty: 3031.639893
	Iteration 59Q: 3 clusters Score -1105996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1106000.750000 Penalty: 3031.639893
	Iteration 60F: 3 clusters Score -1106001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1106002.375000 Penalty: 3031.639893
	Iteration 61Q: 3 clusters Score -1106002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1106003.125000 Penalty: 3031.639893
	Iteration 62Q: 3 clusters Score -1106003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1106007.500000 Penalty: 3031.639893
	Iteration 63Q: 3 clusters Score -1106008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1106014.750000 Penalty: 3031.639893
	Iteration 64Q: 3 clusters Score -1106015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1106016.000000 Penalty: 3031.639893
	Iteration 65Q: 3 clusters Score -1106016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1106022.125000 Penalty: 3031.639893
	Iteration 66Q: 3 clusters Score -1106022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1106031.125000 Penalty: 3031.639893
	Iteration 67Q: 3 clusters Score -1106031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1106034.625000 Penalty: 3031.639893
	Iteration 68Q: 3 clusters Score -1106035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1106038.000000 Penalty: 3031.639893
	Iteration 69Q: 3 clusters Score -1106038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1106044.500000 Penalty: 3031.639893
	Iteration 70Q: 3 clusters Score -1106044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1106046.125000 Penalty: 3031.639893
	Iteration 71Q: 3 clusters Score -1106046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1106049.000000 Penalty: 3031.639893
	Iteration 72Q: 3 clusters Score -1106049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1106050.875000 Penalty: 3031.639893
	Iteration 73Q: 3 clusters Score -1106051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1106054.875000 Penalty: 3031.639893
	Iteration 74Q: 3 clusters Score -1106055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1106059.125000 Penalty: 3031.639893
	Iteration 75Q: 3 clusters Score -1106059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1106056.500000 Penalty: 3031.639893
	Iteration 76Q: 3 clusters Score -1106056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1106058.375000 Penalty: 3031.639893
	Iteration 77Q: 3 clusters Score -1106058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1106060.500000 Penalty: 3031.639893
	Iteration 78Q: 3 clusters Score -1106060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1106062.375000 Penalty: 3031.639893
	Iteration 79Q: 3 clusters Score -1106062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1106063.500000 Penalty: 3031.639893
	Iteration 80F: 3 clusters Score -1106064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1106064.750000 Penalty: 3031.639893
	Iteration 81Q: 3 clusters Score -1106065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1106064.750000 Penalty: 3031.639893
	Iteration 82Q: 3 clusters Score -1106065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1106066.125000 Penalty: 3031.639893
	Iteration 83Q: 3 clusters Score -1106066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1106067.875000 Penalty: 3031.639893
	Iteration 84Q: 3 clusters Score -1106068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1106071.250000 Penalty: 3031.639893
	Iteration 85Q: 3 clusters Score -1106071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1106071.375000 Penalty: 3031.639893
	Iteration 86Q: 3 clusters Score -1106071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1106074.625000 Penalty: 3031.639893
	Iteration 87Q: 3 clusters Score -1106075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1106076.125000 Penalty: 3031.639893
	Iteration 88Q: 3 clusters Score -1106076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1106081.125000 Penalty: 3031.639893
	Iteration 89Q: 3 clusters Score -1106081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1106084.375000 Penalty: 3031.639893
	Iteration 90Q: 3 clusters Score -1106084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1106088.250000 Penalty: 3031.639893
	Iteration 91Q: 3 clusters Score -1106088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1106088.875000 Penalty: 3031.639893
	Iteration 92Q: 3 clusters Score -1106089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1106088.500000 Penalty: 3031.639893
	Iteration 93Q: 3 clusters Score -1106088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1106092.250000 Penalty: 3031.639893
	Iteration 94Q: 3 clusters Score -1106092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1106093.125000 Penalty: 3031.639893
	Iteration 95Q: 3 clusters Score -1106093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1106092.125000 Penalty: 3031.639893
	Iteration 96Q: 3 clusters Score -1106092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1106093.375000 Penalty: 3031.639893
	Iteration 97Q: 3 clusters Score -1106093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1106093.125000 Penalty: 3031.639893
	Iteration 98Q: 3 clusters Score -1106093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1106092.500000 Penalty: 3031.639893
	Iteration 99Q: 3 clusters Score -1106092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1106092.500000 Penalty: 3031.639893
	Iteration 100F: 3 clusters Score -1106092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -204593.171875 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -204593.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -202470.765625 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -202470.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -202951.343750 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -202951.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -203062.625000 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -203062.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -203116.984375 Penalty: 2485.685547
	Iteration 3Q: 3 clusters Score -203117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -203147.625000 Penalty: 2485.685547
	Iteration 4Q: 3 clusters Score -203147.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -203173.093750 Penalty: 2485.685547
	Iteration 5Q: 3 clusters Score -203173.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -203192.718750 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -203192.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -203204.031250 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -203204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -203213.265625 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -203213.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -203217.750000 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -203217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -203222.031250 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -203222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -203224.046875 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -203224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -203226.906250 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -203226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -203228.359375 Penalty: 2485.685547
	Iteration 13Q: 3 clusters Score -203228.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -203229.437500 Penalty: 2485.685547
	Iteration 14Q: 3 clusters Score -203229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -203229.750000 Penalty: 2485.685547
	Iteration 15Q: 3 clusters Score -203229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -203230.343750 Penalty: 2485.685547
	Iteration 16Q: 3 clusters Score -203230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -203231.203125 Penalty: 2485.685547
	Iteration 17Q: 3 clusters Score -203231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -203232.046875 Penalty: 2485.685547
	Iteration 18Q: 3 clusters Score -203232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -203232.468750 Penalty: 2485.685547
	Iteration 19Q: 3 clusters Score -203232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -203233.906250 Penalty: 2485.685547
	Iteration 20F: 3 clusters Score -203233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -203234.296875 Penalty: 2485.685547
	Iteration 21Q: 3 clusters Score -203234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -203235.625000 Penalty: 2485.685547
	Iteration 22Q: 3 clusters Score -203235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -203237.468750 Penalty: 2485.685547
	Iteration 23Q: 3 clusters Score -203237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -203238.375000 Penalty: 2485.685547
	Iteration 24Q: 3 clusters Score -203238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -203239.593750 Penalty: 2485.685547
	Iteration 25Q: 3 clusters Score -203239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -203241.609375 Penalty: 2485.685547
	Iteration 26Q: 3 clusters Score -203241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -203243.437500 Penalty: 2485.685547
	Iteration 27Q: 3 clusters Score -203243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -203245.015625 Penalty: 2485.685547
	Iteration 28Q: 3 clusters Score -203245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -203247.000000 Penalty: 2485.685547
	Iteration 29Q: 3 clusters Score -203247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -203248.843750 Penalty: 2485.685547
	Iteration 30Q: 3 clusters Score -203248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -203251.078125 Penalty: 2485.685547
	Iteration 31Q: 3 clusters Score -203251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -203253.281250 Penalty: 2485.685547
	Iteration 32Q: 3 clusters Score -203253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -203255.218750 Penalty: 2485.685547
	Iteration 33Q: 3 clusters Score -203255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -203257.312500 Penalty: 2485.685547
	Iteration 34Q: 3 clusters Score -203257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -203260.500000 Penalty: 2485.685547
	Iteration 35Q: 3 clusters Score -203260.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -203263.796875 Penalty: 2485.685547
	Iteration 36Q: 3 clusters Score -203263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -203266.500000 Penalty: 2485.685547
	Iteration 37Q: 3 clusters Score -203266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -203267.156250 Penalty: 2485.685547
	Iteration 38Q: 3 clusters Score -203267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -203267.484375 Penalty: 2485.685547
	Iteration 39Q: 3 clusters Score -203267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -203268.390625 Penalty: 2485.685547
	Iteration 40F: 3 clusters Score -203268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -203268.890625 Penalty: 2485.685547
	Iteration 41Q: 3 clusters Score -203268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -203269.140625 Penalty: 2485.685547
	Iteration 42Q: 3 clusters Score -203269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -203269.609375 Penalty: 2485.685547
	Iteration 43Q: 3 clusters Score -203269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -203270.359375 Penalty: 2485.685547
	Iteration 44Q: 3 clusters Score -203270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -203271.156250 Penalty: 2485.685547
	Iteration 45Q: 3 clusters Score -203271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -203271.156250 Penalty: 2485.685547
	Iteration 46F: 3 clusters Score -203271.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Entering Unmasked Estep 
Score: -2188909.250000 Penalty: 1618.486206
	Iteration 0F: 2 clusters Score -2188909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2174488.000000 Penalty: 3236.972412
	Iteration 0F: 3 clusters Score -2174488 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2179823.250000 Penalty: 3236.972412
	Iteration 1F: 3 clusters Score -2179823 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2180348.500000 Penalty: 3236.972412
	Iteration 2F: 3 clusters Score -2180348 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2181015.000000 Penalty: 3236.972412
	Iteration 3F: 3 clusters Score -2181015 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2182032.750000 Penalty: 3236.972412
	Iteration 4F: 3 clusters Score -2182033 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2183417.500000 Penalty: 3236.972412
	Iteration 5F: 3 clusters Score -2183418 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2184901.250000 Penalty: 3236.972412
	Iteration 6F: 3 clusters Score -2184901 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2186075.750000 Penalty: 3236.972412
	Iteration 7F: 3 clusters Score -2186076 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2186831.750000 Penalty: 3236.972412
	Iteration 8Q: 3 clusters Score -2186832 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2187176.250000 Penalty: 3236.972412
	Iteration 9Q: 3 clusters Score -2187176 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2187299.750000 Penalty: 3236.972412
	Iteration 10Q: 3 clusters Score -2187300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2187383.750000 Penalty: 3236.972412
	Iteration 11Q: 3 clusters Score -2187384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2187425.250000 Penalty: 3236.972412
	Iteration 12Q: 3 clusters Score -2187425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2187451.250000 Penalty: 3236.972412
	Iteration 13Q: 3 clusters Score -2187451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2187469.250000 Penalty: 3236.972412
	Iteration 14Q: 3 clusters Score -2187469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2187484.000000 Penalty: 3236.972412
	Iteration 15Q: 3 clusters Score -2187484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2187504.500000 Penalty: 3236.972412
	Iteration 16Q: 3 clusters Score -2187504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2187511.250000 Penalty: 3236.972412
	Iteration 17Q: 3 clusters Score -2187511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2187515.500000 Penalty: 3236.972412
	Iteration 18Q: 3 clusters Score -2187516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2187517.250000 Penalty: 3236.972412
	Iteration 19Q: 3 clusters Score -2187517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2187518.000000 Penalty: 3236.972412
	Iteration 20F: 3 clusters Score -2187518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2187522.750000 Penalty: 3236.972412
	Iteration 21Q: 3 clusters Score -2187523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2187525.750000 Penalty: 3236.972412
	Iteration 22Q: 3 clusters Score -2187526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2187526.750000 Penalty: 3236.972412
	Iteration 23Q: 3 clusters Score -2187527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2187526.750000 Penalty: 3236.972412
	Iteration 24F: 3 clusters Score -2187527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (137827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137827 members 
Entering Unmasked Estep 
Score: -14082722.000000 Penalty: 1922.985107
	Iteration 0F: 2 clusters Score -1.408272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -13990232.000000 Penalty: 3845.970215
	Iteration 0F: 3 clusters Score -1.399023e+07 nChanged 66127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -14029223.000000 Penalty: 3845.970215
	Iteration 1F: 3 clusters Score -1.402922e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -14030489.000000 Penalty: 3845.970215
	Iteration 2Q: 3 clusters Score -1.403049e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -14032562.000000 Penalty: 3845.970215
	Iteration 3Q: 3 clusters Score -1.403256e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -14036069.000000 Penalty: 3845.970215
	Iteration 4F: 3 clusters Score -1.403607e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -14042168.000000 Penalty: 3845.970215
	Iteration 5F: 3 clusters Score -1.404217e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -14051343.000000 Penalty: 3845.970215
	Iteration 6F: 3 clusters Score -1.405134e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 115891 members 
Entering Unmasked Estep 
Score: -14062086.000000 Penalty: 3845.970215
	Iteration 7F: 3 clusters Score -1.406209e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 124467 members 
Entering Unmasked Estep 
Score: -14070310.000000 Penalty: 3845.970215
	Iteration 8F: 3 clusters Score -1.407031e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 129914 members 
Entering Unmasked Estep 
Score: -14075706.000000 Penalty: 3845.970215
	Iteration 9Q: 3 clusters Score -1.407571e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 132831 members 
Entering Unmasked Estep 
Score: -14078304.000000 Penalty: 3845.970215
	Iteration 10Q: 3 clusters Score -1.40783e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 134374 members 
Entering Unmasked Estep 
Score: -14079613.000000 Penalty: 3845.970215
	Iteration 11Q: 3 clusters Score -1.407961e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 135232 members 
Entering Unmasked Estep 
Score: -14080300.000000 Penalty: 3845.970215
	Iteration 12Q: 3 clusters Score -1.40803e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 135757 members 
Entering Unmasked Estep 
Score: -14080682.000000 Penalty: 3845.970215
	Iteration 13Q: 3 clusters Score -1.408068e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 136087 members 
Entering Unmasked Estep 
Score: -14080910.000000 Penalty: 3845.970215
	Iteration 14Q: 3 clusters Score -1.408091e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 136303 members 
Entering Unmasked Estep 
Score: -14081052.000000 Penalty: 3845.970215
	Iteration 15Q: 3 clusters Score -1.408105e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 136467 members 
Entering Unmasked Estep 
Score: -14081154.000000 Penalty: 3845.970215
	Iteration 16Q: 3 clusters Score -1.408115e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 136582 members 
Entering Unmasked Estep 
Score: -14081222.000000 Penalty: 3845.970215
	Iteration 17Q: 3 clusters Score -1.408122e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 136659 members 
Entering Unmasked Estep 
Score: -14081266.000000 Penalty: 3845.970215
	Iteration 18Q: 3 clusters Score -1.408127e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 136722 members 
Entering Unmasked Estep 
Score: -14081314.000000 Penalty: 3845.970215
	Iteration 19Q: 3 clusters Score -1.408131e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 136774 members 
Entering Unmasked Estep 
Score: -14081368.000000 Penalty: 3845.970215
	Iteration 20F: 3 clusters Score -1.408137e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 136802 members 
Entering Unmasked Estep 
Score: -14081416.000000 Penalty: 3845.970215
	Iteration 21Q: 3 clusters Score -1.408142e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 136831 members 
Entering Unmasked Estep 
Score: -14081423.000000 Penalty: 3845.970215
	Iteration 22Q: 3 clusters Score -1.408142e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 136858 members 
Entering Unmasked Estep 
Score: -14081421.000000 Penalty: 3845.970215
	Iteration 23Q: 3 clusters Score -1.408142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 136875 members 
Entering Unmasked Estep 
Score: -14081426.000000 Penalty: 3845.970215
	Iteration 24Q: 3 clusters Score -1.408143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 136883 members 
Entering Unmasked Estep 
Score: -14081420.000000 Penalty: 3845.970215
	Iteration 25Q: 3 clusters Score -1.408142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 136891 members 
Entering Unmasked Estep 
Score: -14081428.000000 Penalty: 3845.970215
	Iteration 26Q: 3 clusters Score -1.408143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 136896 members 
Entering Unmasked Estep 
Score: -14081426.000000 Penalty: 3845.970215
	Iteration 27Q: 3 clusters Score -1.408143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 136902 members 
Entering Unmasked Estep 
Score: -14081428.000000 Penalty: 3845.970215
	Iteration 28Q: 3 clusters Score -1.408143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 136911 members 
Entering Unmasked Estep 
Score: -14081428.000000 Penalty: 3845.970215
	Iteration 29Q: 3 clusters Score -1.408143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 136920 members 
Entering Unmasked Estep 
Score: -14081422.000000 Penalty: 3845.970215
	Iteration 30Q: 3 clusters Score -1.408142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 136928 members 
Entering Unmasked Estep 
Score: -14081425.000000 Penalty: 3845.970215
	Iteration 31Q: 3 clusters Score -1.408142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 136934 members 
Entering Unmasked Estep 
Score: -14081424.000000 Penalty: 3845.970215
	Iteration 32Q: 3 clusters Score -1.408142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 136943 members 
Entering Unmasked Estep 
Score: -14081423.000000 Penalty: 3845.970215
	Iteration 33Q: 3 clusters Score -1.408142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 136947 members 
Entering Unmasked Estep 
Score: -14081407.000000 Penalty: 3845.970215
	Iteration 34Q: 3 clusters Score -1.408141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 136950 members 
Entering Unmasked Estep 
Score: -14081417.000000 Penalty: 3845.970215
	Iteration 35Q: 3 clusters Score -1.408142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 136951 members 
Entering Unmasked Estep 
Score: -14081416.000000 Penalty: 3845.970215
	Iteration 36Q: 3 clusters Score -1.408142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -14081419.000000 Penalty: 3845.970215
	Iteration 37Q: 3 clusters Score -1.408142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 136954 members 
Entering Unmasked Estep 
Score: -14081419.000000 Penalty: 3845.970215
	Iteration 38Q: 3 clusters Score -1.408142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 136955 members 
Entering Unmasked Estep 
Score: -14081425.000000 Penalty: 3845.970215
	Iteration 39Q: 3 clusters Score -1.408142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 136955 members 
Entering Unmasked Estep 
Score: -14081425.000000 Penalty: 3845.970215
	Iteration 40F: 3 clusters Score -1.408142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Entering Unmasked Estep 
Score: -5985786.000000 Penalty: 1781.379639
	Iteration 0F: 2 clusters Score -5985786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -5947222.500000 Penalty: 3562.759277
	Iteration 0F: 3 clusters Score -5947222 nChanged 27248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -5962896.000000 Penalty: 3562.759277
	Iteration 1F: 3 clusters Score -5962896 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -5963676.500000 Penalty: 3562.759277
	Iteration 2Q: 3 clusters Score -5963676 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -5965037.500000 Penalty: 3562.759277
	Iteration 3Q: 3 clusters Score -5965038 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -5967413.500000 Penalty: 3562.759277
	Iteration 4F: 3 clusters Score -5967414 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -5971304.000000 Penalty: 3562.759277
	Iteration 5F: 3 clusters Score -5971304 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -5976239.000000 Penalty: 3562.759277
	Iteration 6F: 3 clusters Score -5976239 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5980562.500000 Penalty: 3562.759277
	Iteration 7F: 3 clusters Score -5980562 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5982921.500000 Penalty: 3562.759277
	Iteration 8Q: 3 clusters Score -5982922 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5983827.500000 Penalty: 3562.759277
	Iteration 9Q: 3 clusters Score -5983828 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5984130.000000 Penalty: 3562.759277
	Iteration 10Q: 3 clusters Score -5984130 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5984263.000000 Penalty: 3562.759277
	Iteration 11Q: 3 clusters Score -5984263 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5984345.500000 Penalty: 3562.759277
	Iteration 12Q: 3 clusters Score -5984346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5984404.500000 Penalty: 3562.759277
	Iteration 13Q: 3 clusters Score -5984404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5984428.500000 Penalty: 3562.759277
	Iteration 14Q: 3 clusters Score -5984428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5984447.000000 Penalty: 3562.759277
	Iteration 15Q: 3 clusters Score -5984447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5984474.500000 Penalty: 3562.759277
	Iteration 16Q: 3 clusters Score -5984474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5984509.500000 Penalty: 3562.759277
	Iteration 17Q: 3 clusters Score -5984510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5984516.000000 Penalty: 3562.759277
	Iteration 18Q: 3 clusters Score -5984516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5984523.000000 Penalty: 3562.759277
	Iteration 19Q: 3 clusters Score -5984523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5984531.000000 Penalty: 3562.759277
	Iteration 20F: 3 clusters Score -5984531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5984539.000000 Penalty: 3562.759277
	Iteration 21Q: 3 clusters Score -5984539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5984544.000000 Penalty: 3562.759277
	Iteration 22Q: 3 clusters Score -5984544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5984551.500000 Penalty: 3562.759277
	Iteration 23Q: 3 clusters Score -5984552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5984549.500000 Penalty: 3562.759277
	Iteration 24Q: 3 clusters Score -5984550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5984552.500000 Penalty: 3562.759277
	Iteration 25Q: 3 clusters Score -5984552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5984551.000000 Penalty: 3562.759277
	Iteration 26Q: 3 clusters Score -5984551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5984551.000000 Penalty: 3562.759277
	Iteration 27F: 3 clusters Score -5984551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -203058.000000 Penalty: 1247.728027
	Iteration 0F: 2 clusters Score -203058 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 1051 members 
Entering Unmasked Estep 
Score: -200906.875000 Penalty: 2495.456055
	Iteration 0F: 3 clusters Score -200906.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -201482.765625 Penalty: 2495.456055
	Iteration 1F: 3 clusters Score -201482.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -201625.734375 Penalty: 2495.456055
	Iteration 2F: 3 clusters Score -201625.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -201690.656250 Penalty: 2495.456055
	Iteration 3Q: 3 clusters Score -201690.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201755.703125 Penalty: 2495.456055
	Iteration 4Q: 3 clusters Score -201755.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -201816.343750 Penalty: 2495.456055
	Iteration 5Q: 3 clusters Score -201816.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -201871.640625 Penalty: 2495.456055
	Iteration 6Q: 3 clusters Score -201871.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -201920.906250 Penalty: 2495.456055
	Iteration 7Q: 3 clusters Score -201920.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -201970.937500 Penalty: 2495.456055
	Iteration 8Q: 3 clusters Score -201970.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -202017.171875 Penalty: 2495.456055
	Iteration 9Q: 3 clusters Score -202017.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -202056.453125 Penalty: 2495.456055
	Iteration 10Q: 3 clusters Score -202056.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -202089.859375 Penalty: 2495.456055
	Iteration 11Q: 3 clusters Score -202089.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -202124.718750 Penalty: 2495.456055
	Iteration 12Q: 3 clusters Score -202124.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -202155.203125 Penalty: 2495.456055
	Iteration 13Q: 3 clusters Score -202155.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -202176.562500 Penalty: 2495.456055
	Iteration 14Q: 3 clusters Score -202176.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -202200.468750 Penalty: 2495.456055
	Iteration 15Q: 3 clusters Score -202200.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -202228.265625 Penalty: 2495.456055
	Iteration 16Q: 3 clusters Score -202228.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -202252.515625 Penalty: 2495.456055
	Iteration 17Q: 3 clusters Score -202252.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -202277.453125 Penalty: 2495.456055
	Iteration 18Q: 3 clusters Score -202277.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -202301.312500 Penalty: 2495.456055
	Iteration 19Q: 3 clusters Score -202301.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -202314.734375 Penalty: 2495.456055
	Iteration 20F: 3 clusters Score -202314.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -202329.765625 Penalty: 2495.456055
	Iteration 21Q: 3 clusters Score -202329.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -202338.765625 Penalty: 2495.456055
	Iteration 22Q: 3 clusters Score -202338.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -202346.078125 Penalty: 2495.456055
	Iteration 23Q: 3 clusters Score -202346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -202350.687500 Penalty: 2495.456055
	Iteration 24Q: 3 clusters Score -202350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -202353.468750 Penalty: 2495.456055
	Iteration 25Q: 3 clusters Score -202353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -202359.015625 Penalty: 2495.456055
	Iteration 26Q: 3 clusters Score -202359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -202361.921875 Penalty: 2495.456055
	Iteration 27Q: 3 clusters Score -202361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -202363.328125 Penalty: 2495.456055
	Iteration 28Q: 3 clusters Score -202363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -202363.984375 Penalty: 2495.456055
	Iteration 29Q: 3 clusters Score -202364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -202363.984375 Penalty: 2495.456055
	Iteration 30F: 3 clusters Score -202364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -253095.937500 Penalty: 1263.823242
	Iteration 0F: 2 clusters Score -253095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -250769.234375 Penalty: 2527.646484
	Iteration 0F: 3 clusters Score -250769.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -251293.421875 Penalty: 2527.646484
	Iteration 1F: 3 clusters Score -251293.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -251409.734375 Penalty: 2527.646484
	Iteration 2F: 3 clusters Score -251409.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -251468.859375 Penalty: 2527.646484
	Iteration 3Q: 3 clusters Score -251468.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -251515.171875 Penalty: 2527.646484
	Iteration 4Q: 3 clusters Score -251515.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -251544.343750 Penalty: 2527.646484
	Iteration 5Q: 3 clusters Score -251544.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -251565.125000 Penalty: 2527.646484
	Iteration 6Q: 3 clusters Score -251565.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -251580.750000 Penalty: 2527.646484
	Iteration 7Q: 3 clusters Score -251580.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -251593.625000 Penalty: 2527.646484
	Iteration 8Q: 3 clusters Score -251593.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -251598.062500 Penalty: 2527.646484
	Iteration 9Q: 3 clusters Score -251598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -251601.796875 Penalty: 2527.646484
	Iteration 10Q: 3 clusters Score -251601.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -251605.937500 Penalty: 2527.646484
	Iteration 11Q: 3 clusters Score -251605.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -251611.062500 Penalty: 2527.646484
	Iteration 12Q: 3 clusters Score -251611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -251615.468750 Penalty: 2527.646484
	Iteration 13Q: 3 clusters Score -251615.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -251621.640625 Penalty: 2527.646484
	Iteration 14Q: 3 clusters Score -251621.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -251625.921875 Penalty: 2527.646484
	Iteration 15Q: 3 clusters Score -251625.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -251631.687500 Penalty: 2527.646484
	Iteration 16Q: 3 clusters Score -251631.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -251637.781250 Penalty: 2527.646484
	Iteration 17Q: 3 clusters Score -251637.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -251645.421875 Penalty: 2527.646484
	Iteration 18Q: 3 clusters Score -251645.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -251650.328125 Penalty: 2527.646484
	Iteration 19Q: 3 clusters Score -251650.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -251654.656250 Penalty: 2527.646484
	Iteration 20F: 3 clusters Score -251654.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -251660.703125 Penalty: 2527.646484
	Iteration 21Q: 3 clusters Score -251660.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -251666.781250 Penalty: 2527.646484
	Iteration 22Q: 3 clusters Score -251666.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -251669.890625 Penalty: 2527.646484
	Iteration 23Q: 3 clusters Score -251669.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -251673.718750 Penalty: 2527.646484
	Iteration 24Q: 3 clusters Score -251673.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -251676.218750 Penalty: 2527.646484
	Iteration 25Q: 3 clusters Score -251676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -251679.828125 Penalty: 2527.646484
	Iteration 26Q: 3 clusters Score -251679.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -251684.734375 Penalty: 2527.646484
	Iteration 27Q: 3 clusters Score -251684.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -251691.359375 Penalty: 2527.646484
	Iteration 28Q: 3 clusters Score -251691.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -251696.453125 Penalty: 2527.646484
	Iteration 29Q: 3 clusters Score -251696.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -251700.718750 Penalty: 2527.646484
	Iteration 30Q: 3 clusters Score -251700.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -251705.484375 Penalty: 2527.646484
	Iteration 31Q: 3 clusters Score -251705.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -251708.812500 Penalty: 2527.646484
	Iteration 32Q: 3 clusters Score -251708.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -251715.796875 Penalty: 2527.646484
	Iteration 33Q: 3 clusters Score -251715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -251719.906250 Penalty: 2527.646484
	Iteration 34Q: 3 clusters Score -251719.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -251725.578125 Penalty: 2527.646484
	Iteration 35Q: 3 clusters Score -251725.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -251732.265625 Penalty: 2527.646484
	Iteration 36Q: 3 clusters Score -251732.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -251740.234375 Penalty: 2527.646484
	Iteration 37Q: 3 clusters Score -251740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -251747.156250 Penalty: 2527.646484
	Iteration 38Q: 3 clusters Score -251747.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -251754.703125 Penalty: 2527.646484
	Iteration 39Q: 3 clusters Score -251754.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -251762.078125 Penalty: 2527.646484
	Iteration 40F: 3 clusters Score -251762.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -251768.343750 Penalty: 2527.646484
	Iteration 41Q: 3 clusters Score -251768.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -251775.203125 Penalty: 2527.646484
	Iteration 42Q: 3 clusters Score -251775.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -251788.046875 Penalty: 2527.646484
	Iteration 43Q: 3 clusters Score -251788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -251795.500000 Penalty: 2527.646484
	Iteration 44Q: 3 clusters Score -251795.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -251799.640625 Penalty: 2527.646484
	Iteration 45Q: 3 clusters Score -251799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -251806.171875 Penalty: 2527.646484
	Iteration 46Q: 3 clusters Score -251806.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -251810.343750 Penalty: 2527.646484
	Iteration 47Q: 3 clusters Score -251810.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -251813.062500 Penalty: 2527.646484
	Iteration 48Q: 3 clusters Score -251813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -251816.968750 Penalty: 2527.646484
	Iteration 49Q: 3 clusters Score -251817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -251820.671875 Penalty: 2527.646484
	Iteration 50Q: 3 clusters Score -251820.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -251823.968750 Penalty: 2527.646484
	Iteration 51Q: 3 clusters Score -251824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -251826.765625 Penalty: 2527.646484
	Iteration 52Q: 3 clusters Score -251826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -251832.515625 Penalty: 2527.646484
	Iteration 53Q: 3 clusters Score -251832.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -251839.625000 Penalty: 2527.646484
	Iteration 54Q: 3 clusters Score -251839.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -251848.109375 Penalty: 2527.646484
	Iteration 55Q: 3 clusters Score -251848.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -251852.000000 Penalty: 2527.646484
	Iteration 56Q: 3 clusters Score -251852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -251856.500000 Penalty: 2527.646484
	Iteration 57Q: 3 clusters Score -251856.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -251859.312500 Penalty: 2527.646484
	Iteration 58Q: 3 clusters Score -251859.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -251862.328125 Penalty: 2527.646484
	Iteration 59Q: 3 clusters Score -251862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -251863.734375 Penalty: 2527.646484
	Iteration 60F: 3 clusters Score -251863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -251865.218750 Penalty: 2527.646484
	Iteration 61Q: 3 clusters Score -251865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -251867.281250 Penalty: 2527.646484
	Iteration 62Q: 3 clusters Score -251867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -251867.156250 Penalty: 2527.646484
	Iteration 63Q: 3 clusters Score -251867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -251867.765625 Penalty: 2527.646484
	Iteration 64Q: 3 clusters Score -251867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -251868.734375 Penalty: 2527.646484
	Iteration 65Q: 3 clusters Score -251868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -251869.046875 Penalty: 2527.646484
	Iteration 66Q: 3 clusters Score -251869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -251869.046875 Penalty: 2527.646484
	Iteration 67F: 3 clusters Score -251869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -296604.156250 Penalty: 1295.301392
	Iteration 0F: 2 clusters Score -296604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -293997.031250 Penalty: 2590.602783
	Iteration 0F: 3 clusters Score -293997 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -294727.093750 Penalty: 2590.602783
	Iteration 1F: 3 clusters Score -294727.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294932.031250 Penalty: 2590.602783
	Iteration 2F: 3 clusters Score -294932 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -295092.812500 Penalty: 2590.602783
	Iteration 3F: 3 clusters Score -295092.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -295240.218750 Penalty: 2590.602783
	Iteration 4F: 3 clusters Score -295240.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -295386.937500 Penalty: 2590.602783
	Iteration 5F: 3 clusters Score -295386.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -295506.375000 Penalty: 2590.602783
	Iteration 6Q: 3 clusters Score -295506.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -295609.500000 Penalty: 2590.602783
	Iteration 7Q: 3 clusters Score -295609.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -295694.687500 Penalty: 2590.602783
	Iteration 8Q: 3 clusters Score -295694.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -295758.687500 Penalty: 2590.602783
	Iteration 9Q: 3 clusters Score -295758.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -295809.562500 Penalty: 2590.602783
	Iteration 10Q: 3 clusters Score -295809.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -295846.593750 Penalty: 2590.602783
	Iteration 11Q: 3 clusters Score -295846.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -295876.718750 Penalty: 2590.602783
	Iteration 12Q: 3 clusters Score -295876.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -295895.250000 Penalty: 2590.602783
	Iteration 13Q: 3 clusters Score -295895.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -295904.593750 Penalty: 2590.602783
	Iteration 14Q: 3 clusters Score -295904.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -295914.500000 Penalty: 2590.602783
	Iteration 15Q: 3 clusters Score -295914.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -295927.281250 Penalty: 2590.602783
	Iteration 16Q: 3 clusters Score -295927.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295934.281250 Penalty: 2590.602783
	Iteration 17Q: 3 clusters Score -295934.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -295942.750000 Penalty: 2590.602783
	Iteration 18Q: 3 clusters Score -295942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -295946.468750 Penalty: 2590.602783
	Iteration 19Q: 3 clusters Score -295946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -295948.281250 Penalty: 2590.602783
	Iteration 20F: 3 clusters Score -295948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -295949.718750 Penalty: 2590.602783
	Iteration 21Q: 3 clusters Score -295949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -295949.718750 Penalty: 2590.602783
	Iteration 22F: 3 clusters Score -295949.7 nChanged 0
--- Evaluating fit on full set of 2822530 points ---
Entering Unmasked Estep 
Score: -279164736.000000 Penalty: 36204.539062
22->16 Clusters: Score -279164736.000000, best is -279355232.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 940843 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 42938 members 
Mstep: Class 3 contains 42977 members 
Mstep: Class 4 contains 42956 members 
Mstep: Class 5 contains 42371 members 
Mstep: Class 6 contains 42518 members 
Mstep: Class 7 contains 42314 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 42870 members 
Mstep: Class 10 contains 42905 members 
Mstep: Class 11 contains 42627 members 
Mstep: Class 12 contains 42819 members 
Mstep: Class 13 contains 43005 members 
Mstep: Class 14 contains 42740 members 
Mstep: Class 15 contains 42724 members 
Mstep: Class 16 contains 42531 members 
Mstep: Class 17 contains 43188 members 
Mstep: Class 18 contains 42513 members 
Mstep: Class 19 contains 42772 members 
Mstep: Class 20 contains 42661 members 
Mstep: Class 21 contains 42941 members 
Mstep: Class 22 contains 42942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 509.418549 but Gain 2235.113281
Score: -91056824.000000 Penalty: 46937.339844
Iteration 0F: 22 clusters Score -9.105682e+07 nChanged 894297
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 39601 members 
Mstep: Class 3 contains 27223 members 
Mstep: Class 4 contains 44112 members 
Mstep: Class 5 contains 23944 members 
Mstep: Class 6 contains 77282 members 
Mstep: Class 7 contains 59268 members 
Mstep: Class 8 contains 26848 members 
Mstep: Class 9 contains 41465 members 
Mstep: Class 10 contains 24088 members 
Mstep: Class 11 contains 82199 members 
Mstep: Class 12 contains 80536 members 
Mstep: Class 14 contains 57229 members 
Mstep: Class 15 contains 33770 members 
Mstep: Class 16 contains 34007 members 
Mstep: Class 17 contains 61802 members 
Mstep: Class 18 contains 23934 members 
Mstep: Class 19 contains 31116 members 
Mstep: Class 20 contains 44124 members 
Mstep: Class 21 contains 55990 members 
Mstep: Class 22 contains 33644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92979768.000000 Penalty: 46937.339844
Iteration 1F: 22 clusters Score -9.297977e+07 nChanged 276558
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 42641 members 
Mstep: Class 3 contains 21976 members 
Mstep: Class 4 contains 43188 members 
Mstep: Class 5 contains 21112 members 
Mstep: Class 6 contains 75491 members 
Mstep: Class 7 contains 43581 members 
Mstep: Class 8 contains 22845 members 
Mstep: Class 9 contains 43227 members 
Mstep: Class 10 contains 18396 members 
Mstep: Class 11 contains 90327 members 
Mstep: Class 12 contains 80520 members 
Mstep: Class 14 contains 65390 members 
Mstep: Class 15 contains 34871 members 
Mstep: Class 16 contains 27475 members 
Mstep: Class 17 contains 77208 members 
Mstep: Class 18 contains 19366 members 
Mstep: Class 19 contains 29441 members 
Mstep: Class 20 contains 50328 members 
Mstep: Class 21 contains 62009 members 
Mstep: Class 22 contains 30885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93224664.000000 Penalty: 46937.339844
Iteration 2F: 22 clusters Score -9.322466e+07 nChanged 196311
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 40367 members 
Mstep: Class 3 contains 16538 members 
Mstep: Class 4 contains 39351 members 
Mstep: Class 5 contains 17009 members 
Mstep: Class 6 contains 73174 members 
Mstep: Class 7 contains 31849 members 
Mstep: Class 8 contains 21017 members 
Mstep: Class 9 contains 42453 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 111128 members 
Mstep: Class 12 contains 90753 members 
Mstep: Class 14 contains 71565 members 
Mstep: Class 15 contains 33268 members 
Mstep: Class 16 contains 22912 members 
Mstep: Class 17 contains 90673 members 
Mstep: Class 18 contains 14254 members 
Mstep: Class 19 contains 24324 members 
Mstep: Class 20 contains 52427 members 
Mstep: Class 21 contains 69591 members 
Mstep: Class 22 contains 26048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93382088.000000 Penalty: 46937.339844
Iteration 3F: 22 clusters Score -9.338209e+07 nChanged 165031
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 35363 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 33818 members 
Mstep: Class 5 contains 12644 members 
Mstep: Class 6 contains 67596 members 
Mstep: Class 7 contains 23842 members 
Mstep: Class 8 contains 19301 members 
Mstep: Class 9 contains 39445 members 
Mstep: Class 10 contains 9883 members 
Mstep: Class 11 contains 142324 members 
Mstep: Class 12 contains 106666 members 
Mstep: Class 14 contains 75475 members 
Mstep: Class 15 contains 29898 members 
Mstep: Class 16 contains 18694 members 
Mstep: Class 17 contains 103135 members 
Mstep: Class 18 contains 9545 members 
Mstep: Class 19 contains 18178 members 
Mstep: Class 20 contains 52165 members 
Mstep: Class 21 contains 77383 members 
Mstep: Class 22 contains 20753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93518080.000000 Penalty: 46937.339844
Iteration 4F: 22 clusters Score -9.351808e+07 nChanged 147556
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 28761 members 
Mstep: Class 3 contains 7300 members 
Mstep: Class 4 contains 28038 members 
Mstep: Class 5 contains 8937 members 
Mstep: Class 6 contains 58487 members 
Mstep: Class 7 contains 19724 members 
Mstep: Class 8 contains 18052 members 
Mstep: Class 9 contains 35329 members 
Mstep: Class 10 contains 6498 members 
Mstep: Class 11 contains 180793 members 
Mstep: Class 12 contains 123966 members 
Mstep: Class 14 contains 76460 members 
Mstep: Class 15 contains 25449 members 
Mstep: Class 16 contains 14673 members 
Mstep: Class 17 contains 114107 members 
Mstep: Class 18 contains 6000 members 
Mstep: Class 19 contains 12365 members 
Mstep: Class 20 contains 49573 members 
Mstep: Class 21 contains 83818 members 
Mstep: Class 22 contains 15628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93641016.000000 Penalty: 46937.339844
Iteration 5F: 22 clusters Score -9.364102e+07 nChanged 132846
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 21818 members 
Mstep: Class 3 contains 4228 members 
Mstep: Class 4 contains 23070 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 6 contains 47770 members 
Mstep: Class 7 contains 18773 members 
Mstep: Class 8 contains 17320 members 
Mstep: Class 9 contains 31210 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 222837 members 
Mstep: Class 12 contains 139890 members 
Mstep: Class 14 contains 74447 members 
Mstep: Class 15 contains 20432 members 
Mstep: Class 16 contains 11161 members 
Mstep: Class 17 contains 122831 members 
Mstep: Class 18 contains 3630 members 
Mstep: Class 19 contains 7663 members 
Mstep: Class 20 contains 45363 members 
Mstep: Class 21 contains 87086 members 
Mstep: Class 22 contains 11148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2178.063721 but Gain 2235.109375
Score: -93744712.000000 Penalty: 44702.230469
Iteration 6F: 21 clusters Score -9.374471e+07 nChanged 117660
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 15646 members 
Mstep: Class 4 contains 20008 members 
Mstep: Class 5 contains 3899 members 
Mstep: Class 6 contains 38586 members 
Mstep: Class 7 contains 19354 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 27651 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 265865 members 
Mstep: Class 12 contains 151706 members 
Mstep: Class 14 contains 69671 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 8397 members 
Mstep: Class 17 contains 129087 members 
Mstep: Class 18 contains 2263 members 
Mstep: Class 19 contains 4371 members 
Mstep: Class 20 contains 40395 members 
Mstep: Class 21 contains 86871 members 
Mstep: Class 22 contains 7660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1696.680664 but Gain 2235.113281
Score: -93831440.000000 Penalty: 42467.117188
Iteration 7F: 20 clusters Score -9.383144e+07 nChanged 99323
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 11009 members 
Mstep: Class 4 contains 18977 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 31494 members 
Mstep: Class 7 contains 20433 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 24837 members 
Mstep: Class 11 contains 305339 members 
Mstep: Class 12 contains 158060 members 
Mstep: Class 14 contains 63204 members 
Mstep: Class 15 contains 11790 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 132919 members 
Mstep: Class 18 contains 1520 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 35082 members 
Mstep: Class 21 contains 84251 members 
Mstep: Class 22 contains 4958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1358.850220 but Gain 2235.113281
Score: -93899968.000000 Penalty: 40232.003906
Iteration 8F: 19 clusters Score -9.389997e+07 nChanged 82584
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7771 members 
Mstep: Class 4 contains 19376 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 26655 members 
Mstep: Class 7 contains 21749 members 
Mstep: Class 8 contains 14301 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 11 contains 341113 members 
Mstep: Class 12 contains 160247 members 
Mstep: Class 14 contains 56842 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 4950 members 
Mstep: Class 17 contains 134715 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 20 contains 29697 members 
Mstep: Class 21 contains 79622 members 
Mstep: Class 22 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1168.739990 but Gain 2235.109375
Score: -93945592.000000 Penalty: 37996.894531
Iteration 9F: 18 clusters Score -9.394559e+07 nChanged 71392
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5663 members 
Mstep: Class 4 contains 21269 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 23427 members 
Mstep: Class 7 contains 23186 members 
Mstep: Class 8 contains 12408 members 
Mstep: Class 9 contains 21622 members 
Mstep: Class 11 contains 371824 members 
Mstep: Class 12 contains 161019 members 
Mstep: Class 14 contains 51364 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 4080 members 
Mstep: Class 17 contains 133000 members 
Mstep: Class 20 contains 24828 members 
Mstep: Class 21 contains 73377 members 
Mstep: Class 22 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1350.801636 but Gain 2235.113281
Score: -93964536.000000 Penalty: 35761.781250
Iteration 10F: 17 clusters Score -9.396454e+07 nChanged 62735
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4144 members 
Mstep: Class 4 contains 24143 members 
Mstep: Class 6 contains 21205 members 
Mstep: Class 7 contains 24700 members 
Mstep: Class 8 contains 10326 members 
Mstep: Class 9 contains 21596 members 
Mstep: Class 11 contains 392975 members 
Mstep: Class 12 contains 162342 members 
Mstep: Class 14 contains 48063 members 
Mstep: Class 15 contains 4397 members 
Mstep: Class 16 contains 3669 members 
Mstep: Class 17 contains 130655 members 
Mstep: Class 20 contains 20964 members 
Mstep: Class 21 contains 67402 members 
Mstep: Class 22 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1412.466553 but Gain 2235.109375
Score: -93969032.000000 Penalty: 33526.671875
Iteration 11F: 16 clusters Score -9.396903e+07 nChanged 53385
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 4 contains 27169 members 
Mstep: Class 6 contains 19416 members 
Mstep: Class 7 contains 26250 members 
Mstep: Class 8 contains 8321 members 
Mstep: Class 9 contains 22295 members 
Mstep: Class 11 contains 401465 members 
Mstep: Class 12 contains 166398 members 
Mstep: Class 14 contains 46455 members 
Mstep: Class 15 contains 3208 members 
Mstep: Class 16 contains 3516 members 
Mstep: Class 17 contains 129984 members 
Mstep: Class 20 contains 18640 members 
Mstep: Class 21 contains 62536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2124.978760 but Gain 2235.111328
Score: -93975992.000000 Penalty: 31291.560547
Iteration 12F: 15 clusters Score -9.397599e+07 nChanged 46044
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 4 contains 30113 members 
Mstep: Class 6 contains 17808 members 
Mstep: Class 7 contains 27784 members 
Mstep: Class 8 contains 6560 members 
Mstep: Class 9 contains 23554 members 
Mstep: Class 11 contains 400416 members 
Mstep: Class 12 contains 172895 members 
Mstep: Class 14 contains 45800 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 3490 members 
Mstep: Class 17 contains 131467 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 58896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1600.757324 but Gain 2235.111328
Score: -93987256.000000 Penalty: 29056.449219
Iteration 13Q: 14 clusters Score -9.398726e+07 nChanged 40462
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 4 contains 33600 members 
Mstep: Class 6 contains 16387 members 
Mstep: Class 7 contains 29329 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 25196 members 
Mstep: Class 11 contains 392540 members 
Mstep: Class 12 contains 180995 members 
Mstep: Class 14 contains 45584 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 3502 members 
Mstep: Class 17 contains 134516 members 
Mstep: Class 20 contains 16178 members 
Mstep: Class 21 contains 55990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1685.052979 but Gain 2235.111328
Score: -94004448.000000 Penalty: 26821.337891
Iteration 14Q: 13 clusters Score -9.400445e+07 nChanged 36853
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 4 contains 36046 members 
Mstep: Class 6 contains 15032 members 
Mstep: Class 7 contains 30943 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 26859 members 
Mstep: Class 11 contains 382090 members 
Mstep: Class 12 contains 189650 members 
Mstep: Class 14 contains 45378 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 138648 members 
Mstep: Class 20 contains 15226 members 
Mstep: Class 21 contains 53657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94020944.000000 Penalty: 26821.337891
Iteration 15Q: 13 clusters Score -9.402094e+07 nChanged 32875
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 4 contains 37796 members 
Mstep: Class 6 contains 13773 members 
Mstep: Class 7 contains 32550 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 28489 members 
Mstep: Class 11 contains 370246 members 
Mstep: Class 12 contains 198294 members 
Mstep: Class 14 contains 45272 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 141985 members 
Mstep: Class 20 contains 14254 members 
Mstep: Class 21 contains 51818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94035280.000000 Penalty: 26821.337891
Iteration 16Q: 13 clusters Score -9.403528e+07 nChanged 30679
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 4 contains 39053 members 
Mstep: Class 6 contains 12532 members 
Mstep: Class 7 contains 34099 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 29976 members 
Mstep: Class 11 contains 358898 members 
Mstep: Class 12 contains 207247 members 
Mstep: Class 14 contains 44976 members 
Mstep: Class 16 contains 3467 members 
Mstep: Class 17 contains 144503 members 
Mstep: Class 20 contains 13411 members 
Mstep: Class 21 contains 50286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94046080.000000 Penalty: 26821.337891
Iteration 17Q: 13 clusters Score -9.404608e+07 nChanged 28962
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 4 contains 39908 members 
Mstep: Class 6 contains 11327 members 
Mstep: Class 7 contains 35669 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 31284 members 
Mstep: Class 11 contains 347161 members 
Mstep: Class 12 contains 216629 members 
Mstep: Class 14 contains 44631 members 
Mstep: Class 16 contains 3460 members 
Mstep: Class 17 contains 146506 members 
Mstep: Class 20 contains 12965 members 
Mstep: Class 21 contains 49158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94057096.000000 Penalty: 26821.337891
Iteration 18Q: 13 clusters Score -9.40571e+07 nChanged 27175
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 40441 members 
Mstep: Class 6 contains 10229 members 
Mstep: Class 7 contains 37202 members 
Mstep: Class 8 contains 2009 members 
Mstep: Class 9 contains 32456 members 
Mstep: Class 11 contains 335892 members 
Mstep: Class 12 contains 225860 members 
Mstep: Class 14 contains 44385 members 
Mstep: Class 16 contains 3453 members 
Mstep: Class 17 contains 147680 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 48391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94068992.000000 Penalty: 26821.337891
Iteration 19Q: 13 clusters Score -9.406899e+07 nChanged 25223
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 40650 members 
Mstep: Class 6 contains 9189 members 
Mstep: Class 7 contains 38754 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 33416 members 
Mstep: Class 11 contains 326282 members 
Mstep: Class 12 contains 234626 members 
Mstep: Class 14 contains 44184 members 
Mstep: Class 16 contains 3443 members 
Mstep: Class 17 contains 147658 members 
Mstep: Class 20 contains 12884 members 
Mstep: Class 21 contains 47722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94079576.000000 Penalty: 26821.337891
Iteration 20F: 13 clusters Score -9.407958e+07 nChanged 22885
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 40574 members 
Mstep: Class 6 contains 8221 members 
Mstep: Class 7 contains 40287 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 34163 members 
Mstep: Class 11 contains 319607 members 
Mstep: Class 12 contains 242290 members 
Mstep: Class 14 contains 44038 members 
Mstep: Class 16 contains 3407 members 
Mstep: Class 17 contains 146020 members 
Mstep: Class 20 contains 13043 members 
Mstep: Class 21 contains 47138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94087312.000000 Penalty: 26821.337891
Iteration 21Q: 13 clusters Score -9.408731e+07 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 40408 members 
Mstep: Class 6 contains 7296 members 
Mstep: Class 7 contains 41843 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 34653 members 
Mstep: Class 11 contains 314913 members 
Mstep: Class 12 contains 249177 members 
Mstep: Class 14 contains 44108 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 143122 members 
Mstep: Class 20 contains 13220 members 
Mstep: Class 21 contains 46633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94092592.000000 Penalty: 26821.337891
Iteration 22Q: 13 clusters Score -9.409259e+07 nChanged 20132
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 40184 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 43427 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 35002 members 
Mstep: Class 11 contains 310752 members 
Mstep: Class 12 contains 255841 members 
Mstep: Class 14 contains 44347 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 139711 members 
Mstep: Class 20 contains 13481 members 
Mstep: Class 21 contains 46216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94097744.000000 Penalty: 26821.337891
Iteration 23Q: 13 clusters Score -9.409774e+07 nChanged 18766
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 39954 members 
Mstep: Class 6 contains 5595 members 
Mstep: Class 7 contains 44900 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 11 contains 307461 members 
Mstep: Class 12 contains 261907 members 
Mstep: Class 14 contains 44740 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 135827 members 
Mstep: Class 20 contains 13819 members 
Mstep: Class 21 contains 45923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94102568.000000 Penalty: 26821.337891
Iteration 24Q: 13 clusters Score -9.410257e+07 nChanged 17654
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 39693 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 46268 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 35332 members 
Mstep: Class 11 contains 304563 members 
Mstep: Class 12 contains 267650 members 
Mstep: Class 14 contains 45158 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 131879 members 
Mstep: Class 20 contains 14197 members 
Mstep: Class 21 contains 45652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94106648.000000 Penalty: 26821.337891
Iteration 25Q: 13 clusters Score -9.410665e+07 nChanged 16549
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 39493 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 47649 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 35327 members 
Mstep: Class 11 contains 302330 members 
Mstep: Class 12 contains 272835 members 
Mstep: Class 14 contains 45386 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 127989 members 
Mstep: Class 20 contains 14572 members 
Mstep: Class 21 contains 45423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94109968.000000 Penalty: 26821.337891
Iteration 26Q: 13 clusters Score -9.410997e+07 nChanged 15676
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 39270 members 
Mstep: Class 6 contains 3701 members 
Mstep: Class 7 contains 48903 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 35242 members 
Mstep: Class 11 contains 300278 members 
Mstep: Class 12 contains 277821 members 
Mstep: Class 14 contains 45552 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 124201 members 
Mstep: Class 20 contains 14961 members 
Mstep: Class 21 contains 45257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94113672.000000 Penalty: 26821.337891
Iteration 27Q: 13 clusters Score -9.411367e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 39048 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 50084 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 35056 members 
Mstep: Class 11 contains 298533 members 
Mstep: Class 12 contains 282335 members 
Mstep: Class 14 contains 45497 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 120812 members 
Mstep: Class 20 contains 15339 members 
Mstep: Class 21 contains 45141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94116008.000000 Penalty: 26821.337891
Iteration 28Q: 13 clusters Score -9.411601e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 38911 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 51135 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 34852 members 
Mstep: Class 11 contains 297072 members 
Mstep: Class 12 contains 286555 members 
Mstep: Class 14 contains 45229 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 117483 members 
Mstep: Class 20 contains 15748 members 
Mstep: Class 21 contains 45077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117984.000000 Penalty: 26821.337891
Iteration 29Q: 13 clusters Score -9.411798e+07 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 38825 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 52010 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 34573 members 
Mstep: Class 11 contains 295678 members 
Mstep: Class 12 contains 290406 members 
Mstep: Class 14 contains 44987 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 114426 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 45078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94118720.000000 Penalty: 26821.337891
Iteration 30Q: 13 clusters Score -9.411872e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 38782 members 
Mstep: Class 6 contains 2716 members 
Mstep: Class 7 contains 52654 members 
Mstep: Class 8 contains 2511 members 
Mstep: Class 9 contains 34288 members 
Mstep: Class 11 contains 294363 members 
Mstep: Class 12 contains 293921 members 
Mstep: Class 14 contains 44754 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 111670 members 
Mstep: Class 20 contains 16667 members 
Mstep: Class 21 contains 45156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119336.000000 Penalty: 26821.337891
Iteration 31Q: 13 clusters Score -9.411934e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 38750 members 
Mstep: Class 6 contains 2646 members 
Mstep: Class 7 contains 53213 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 33996 members 
Mstep: Class 11 contains 293136 members 
Mstep: Class 12 contains 296959 members 
Mstep: Class 14 contains 44546 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 109198 members 
Mstep: Class 20 contains 17213 members 
Mstep: Class 21 contains 45306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120056.000000 Penalty: 26821.337891
Iteration 32Q: 13 clusters Score -9.412006e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 38769 members 
Mstep: Class 6 contains 2605 members 
Mstep: Class 7 contains 53651 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 33622 members 
Mstep: Class 11 contains 291911 members 
Mstep: Class 12 contains 299797 members 
Mstep: Class 14 contains 44376 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 106873 members 
Mstep: Class 20 contains 17856 members 
Mstep: Class 21 contains 45489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121312.000000 Penalty: 26821.337891
Iteration 33Q: 13 clusters Score -9.412131e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 38811 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 54045 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 9 contains 33227 members 
Mstep: Class 11 contains 290866 members 
Mstep: Class 12 contains 302390 members 
Mstep: Class 14 contains 44215 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 104647 members 
Mstep: Class 20 contains 18458 members 
Mstep: Class 21 contains 45695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122008.000000 Penalty: 26821.337891
Iteration 34Q: 13 clusters Score -9.412201e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 38843 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 54378 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 32758 members 
Mstep: Class 11 contains 290023 members 
Mstep: Class 12 contains 304756 members 
Mstep: Class 14 contains 44044 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 102555 members 
Mstep: Class 20 contains 19035 members 
Mstep: Class 21 contains 45968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121992.000000 Penalty: 26821.337891
Iteration 35Q: 13 clusters Score -9.412199e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 38931 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 54714 members 
Mstep: Class 8 contains 2606 members 
Mstep: Class 9 contains 32274 members 
Mstep: Class 11 contains 289130 members 
Mstep: Class 12 contains 307029 members 
Mstep: Class 14 contains 43857 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 100564 members 
Mstep: Class 20 contains 19632 members 
Mstep: Class 21 contains 46234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122184.000000 Penalty: 26821.337891
Iteration 36Q: 13 clusters Score -9.412218e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 39094 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 54980 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 31816 members 
Mstep: Class 11 contains 288131 members 
Mstep: Class 12 contains 309348 members 
Mstep: Class 14 contains 43686 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 98599 members 
Mstep: Class 20 contains 20251 members 
Mstep: Class 21 contains 46477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123016.000000 Penalty: 26821.337891
Iteration 37Q: 13 clusters Score -9.412302e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 39320 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 55227 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 31370 members 
Mstep: Class 11 contains 286958 members 
Mstep: Class 12 contains 311575 members 
Mstep: Class 14 contains 43509 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 96723 members 
Mstep: Class 20 contains 20924 members 
Mstep: Class 21 contains 46779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123048.000000 Penalty: 26821.337891
Iteration 38Q: 13 clusters Score -9.412305e+07 nChanged 8151
Entering ConstructFrom: 
Score: -94123048.000000 Penalty: 26821.337891
Entering ConstructFrom: 
Trying to split cluster 4 (39587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Entering Unmasked Estep 
Score: -4082510.750000 Penalty: 1720.266602
	Iteration 0F: 2 clusters Score -4082511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -4055893.750000 Penalty: 3440.533203
	Iteration 0F: 3 clusters Score -4055894 nChanged 18509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4066432.500000 Penalty: 3440.533203
	Iteration 1F: 3 clusters Score -4066432 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -4067125.250000 Penalty: 3440.533203
	Iteration 2Q: 3 clusters Score -4067125 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -4067966.000000 Penalty: 3440.533203
	Iteration 3Q: 3 clusters Score -4067966 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4068977.750000 Penalty: 3440.533203
	Iteration 4Q: 3 clusters Score -4068978 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4070038.500000 Penalty: 3440.533203
	Iteration 5F: 3 clusters Score -4070038 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4071372.000000 Penalty: 3440.533203
	Iteration 6F: 3 clusters Score -4071372 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -4072889.000000 Penalty: 3440.533203
	Iteration 7F: 3 clusters Score -4072889 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4074439.250000 Penalty: 3440.533203
	Iteration 8F: 3 clusters Score -4074439 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4075532.250000 Penalty: 3440.533203
	Iteration 9F: 3 clusters Score -4075532 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -4076102.000000 Penalty: 3440.533203
	Iteration 10Q: 3 clusters Score -4076102 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -4076384.000000 Penalty: 3440.533203
	Iteration 11Q: 3 clusters Score -4076384 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4076520.750000 Penalty: 3440.533203
	Iteration 12Q: 3 clusters Score -4076521 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4076606.750000 Penalty: 3440.533203
	Iteration 13Q: 3 clusters Score -4076607 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -4076667.000000 Penalty: 3440.533203
	Iteration 14Q: 3 clusters Score -4076667 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4076720.500000 Penalty: 3440.533203
	Iteration 15Q: 3 clusters Score -4076720 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -4076770.250000 Penalty: 3440.533203
	Iteration 16Q: 3 clusters Score -4076770 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -4076817.000000 Penalty: 3440.533203
	Iteration 17Q: 3 clusters Score -4076817 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -4076879.250000 Penalty: 3440.533203
	Iteration 18Q: 3 clusters Score -4076879 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -4076926.500000 Penalty: 3440.533203
	Iteration 19Q: 3 clusters Score -4076926 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4076970.750000 Penalty: 3440.533203
	Iteration 20F: 3 clusters Score -4076971 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -4077016.500000 Penalty: 3440.533203
	Iteration 21Q: 3 clusters Score -4077016 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4077065.250000 Penalty: 3440.533203
	Iteration 22Q: 3 clusters Score -4077065 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -4077098.250000 Penalty: 3440.533203
	Iteration 23Q: 3 clusters Score -4077098 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -4077130.750000 Penalty: 3440.533203
	Iteration 24Q: 3 clusters Score -4077131 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -4077161.250000 Penalty: 3440.533203
	Iteration 25Q: 3 clusters Score -4077161 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4077177.000000 Penalty: 3440.533203
	Iteration 26Q: 3 clusters Score -4077177 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -4077201.000000 Penalty: 3440.533203
	Iteration 27Q: 3 clusters Score -4077201 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4077220.250000 Penalty: 3440.533203
	Iteration 28Q: 3 clusters Score -4077220 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -4077233.250000 Penalty: 3440.533203
	Iteration 29Q: 3 clusters Score -4077233 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4077260.750000 Penalty: 3440.533203
	Iteration 30Q: 3 clusters Score -4077261 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -4077273.750000 Penalty: 3440.533203
	Iteration 31Q: 3 clusters Score -4077274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -4077290.500000 Penalty: 3440.533203
	Iteration 32Q: 3 clusters Score -4077290 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -4077311.000000 Penalty: 3440.533203
	Iteration 33Q: 3 clusters Score -4077311 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -4077328.750000 Penalty: 3440.533203
	Iteration 34Q: 3 clusters Score -4077329 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4077335.000000 Penalty: 3440.533203
	Iteration 35Q: 3 clusters Score -4077335 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -4077367.500000 Penalty: 3440.533203
	Iteration 36Q: 3 clusters Score -4077368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -4077392.250000 Penalty: 3440.533203
	Iteration 37Q: 3 clusters Score -4077392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -4077385.000000 Penalty: 3440.533203
	Iteration 38Q: 3 clusters Score -4077385 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -4077399.250000 Penalty: 3440.533203
	Iteration 39Q: 3 clusters Score -4077399 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -4077412.750000 Penalty: 3440.533203
	Iteration 40F: 3 clusters Score -4077413 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4077428.750000 Penalty: 3440.533203
	Iteration 41Q: 3 clusters Score -4077429 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -4077441.750000 Penalty: 3440.533203
	Iteration 42Q: 3 clusters Score -4077442 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -4077443.750000 Penalty: 3440.533203
	Iteration 43Q: 3 clusters Score -4077444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -4077467.500000 Penalty: 3440.533203
	Iteration 44Q: 3 clusters Score -4077468 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -4077476.750000 Penalty: 3440.533203
	Iteration 45Q: 3 clusters Score -4077477 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -4077502.000000 Penalty: 3440.533203
	Iteration 46Q: 3 clusters Score -4077502 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -4077511.250000 Penalty: 3440.533203
	Iteration 47Q: 3 clusters Score -4077511 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -4077530.000000 Penalty: 3440.533203
	Iteration 48Q: 3 clusters Score -4077530 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -4077562.250000 Penalty: 3440.533203
	Iteration 49Q: 3 clusters Score -4077562 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4077581.500000 Penalty: 3440.533203
	Iteration 50Q: 3 clusters Score -4077582 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4077605.750000 Penalty: 3440.533203
	Iteration 51Q: 3 clusters Score -4077606 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -4077645.750000 Penalty: 3440.533203
	Iteration 52Q: 3 clusters Score -4077646 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -4077695.000000 Penalty: 3440.533203
	Iteration 53Q: 3 clusters Score -4077695 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -4077721.000000 Penalty: 3440.533203
	Iteration 54Q: 3 clusters Score -4077721 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -4077752.750000 Penalty: 3440.533203
	Iteration 55Q: 3 clusters Score -4077753 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -4077762.000000 Penalty: 3440.533203
	Iteration 56Q: 3 clusters Score -4077762 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -4077796.500000 Penalty: 3440.533203
	Iteration 57Q: 3 clusters Score -4077796 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4077811.500000 Penalty: 3440.533203
	Iteration 58Q: 3 clusters Score -4077812 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4077859.500000 Penalty: 3440.533203
	Iteration 59Q: 3 clusters Score -4077860 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -4077901.500000 Penalty: 3440.533203
	Iteration 60F: 3 clusters Score -4077902 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4077948.000000 Penalty: 3440.533203
	Iteration 61Q: 3 clusters Score -4077948 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -4077975.000000 Penalty: 3440.533203
	Iteration 62Q: 3 clusters Score -4077975 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4078010.000000 Penalty: 3440.533203
	Iteration 63Q: 3 clusters Score -4078010 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4078087.250000 Penalty: 3440.533203
	Iteration 64Q: 3 clusters Score -4078087 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -4078160.250000 Penalty: 3440.533203
	Iteration 65Q: 3 clusters Score -4078160 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4078223.000000 Penalty: 3440.533203
	Iteration 66Q: 3 clusters Score -4078223 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4078301.250000 Penalty: 3440.533203
	Iteration 67Q: 3 clusters Score -4078301 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -4078389.500000 Penalty: 3440.533203
	Iteration 68Q: 3 clusters Score -4078390 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4078509.250000 Penalty: 3440.533203
	Iteration 69Q: 3 clusters Score -4078509 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4078599.500000 Penalty: 3440.533203
	Iteration 70Q: 3 clusters Score -4078600 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4078709.750000 Penalty: 3440.533203
	Iteration 71Q: 3 clusters Score -4078710 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4078816.000000 Penalty: 3440.533203
	Iteration 72Q: 3 clusters Score -4078816 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4078930.250000 Penalty: 3440.533203
	Iteration 73Q: 3 clusters Score -4078930 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4079042.000000 Penalty: 3440.533203
	Iteration 74Q: 3 clusters Score -4079042 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4079165.750000 Penalty: 3440.533203
	Iteration 75Q: 3 clusters Score -4079166 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4079307.000000 Penalty: 3440.533203
	Iteration 76Q: 3 clusters Score -4079307 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4079486.750000 Penalty: 3440.533203
	Iteration 77Q: 3 clusters Score -4079487 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -4079611.500000 Penalty: 3440.533203
	Iteration 78Q: 3 clusters Score -4079612 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4079752.000000 Penalty: 3440.533203
	Iteration 79Q: 3 clusters Score -4079752 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4079900.500000 Penalty: 3440.533203
	Iteration 80F: 3 clusters Score -4079900 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4080058.250000 Penalty: 3440.533203
	Iteration 81Q: 3 clusters Score -4080058 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4080214.500000 Penalty: 3440.533203
	Iteration 82Q: 3 clusters Score -4080214 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -4080338.750000 Penalty: 3440.533203
	Iteration 83Q: 3 clusters Score -4080339 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4080458.000000 Penalty: 3440.533203
	Iteration 84Q: 3 clusters Score -4080458 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -4080551.750000 Penalty: 3440.533203
	Iteration 85Q: 3 clusters Score -4080552 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4080633.750000 Penalty: 3440.533203
	Iteration 86Q: 3 clusters Score -4080634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -4080693.000000 Penalty: 3440.533203
	Iteration 87Q: 3 clusters Score -4080693 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -4080738.000000 Penalty: 3440.533203
	Iteration 88Q: 3 clusters Score -4080738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -4080797.000000 Penalty: 3440.533203
	Iteration 89Q: 3 clusters Score -4080797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -4080848.500000 Penalty: 3440.533203
	Iteration 90Q: 3 clusters Score -4080848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -4080899.000000 Penalty: 3440.533203
	Iteration 91Q: 3 clusters Score -4080899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -4080942.000000 Penalty: 3440.533203
	Iteration 92Q: 3 clusters Score -4080942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -4080952.750000 Penalty: 3440.533203
	Iteration 93Q: 3 clusters Score -4080953 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -4080977.000000 Penalty: 3440.533203
	Iteration 94Q: 3 clusters Score -4080977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4080999.250000 Penalty: 3440.533203
	Iteration 95Q: 3 clusters Score -4080999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -4081013.250000 Penalty: 3440.533203
	Iteration 96Q: 3 clusters Score -4081013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -4081028.000000 Penalty: 3440.533203
	Iteration 97Q: 3 clusters Score -4081028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4081038.750000 Penalty: 3440.533203
	Iteration 98Q: 3 clusters Score -4081039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -4081046.250000 Penalty: 3440.533203
	Iteration 99Q: 3 clusters Score -4081046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -4081064.500000 Penalty: 3440.533203
	Iteration 100F: 3 clusters Score -4081064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -4081068.750000 Penalty: 3440.533203
	Iteration 101Q: 3 clusters Score -4081069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4081073.500000 Penalty: 3440.533203
	Iteration 102Q: 3 clusters Score -4081074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -4081080.000000 Penalty: 3440.533203
	Iteration 103Q: 3 clusters Score -4081080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4081080.250000 Penalty: 3440.533203
	Iteration 104Q: 3 clusters Score -4081080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4081080.000000 Penalty: 3440.533203
	Iteration 105Q: 3 clusters Score -4081080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -4081087.000000 Penalty: 3440.533203
	Iteration 106Q: 3 clusters Score -4081087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -4081099.000000 Penalty: 3440.533203
	Iteration 107Q: 3 clusters Score -4081099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -4081102.750000 Penalty: 3440.533203
	Iteration 108Q: 3 clusters Score -4081103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -4081101.750000 Penalty: 3440.533203
	Iteration 109Q: 3 clusters Score -4081102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -4081107.250000 Penalty: 3440.533203
	Iteration 110Q: 3 clusters Score -4081107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -4081111.000000 Penalty: 3440.533203
	Iteration 111Q: 3 clusters Score -4081111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -4081113.000000 Penalty: 3440.533203
	Iteration 112Q: 3 clusters Score -4081113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -4081112.750000 Penalty: 3440.533203
	Iteration 113Q: 3 clusters Score -4081113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -4081112.750000 Penalty: 3440.533203
	Iteration 114Q: 3 clusters Score -4081113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -4081113.250000 Penalty: 3440.533203
	Iteration 115Q: 3 clusters Score -4081113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -4081116.750000 Penalty: 3440.533203
	Iteration 116Q: 3 clusters Score -4081117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4081115.750000 Penalty: 3440.533203
	Iteration 117Q: 3 clusters Score -4081116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -4081117.000000 Penalty: 3440.533203
	Iteration 118Q: 3 clusters Score -4081117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -4081120.250000 Penalty: 3440.533203
	Iteration 119Q: 3 clusters Score -4081120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -4081120.250000 Penalty: 3440.533203
	Iteration 120F: 3 clusters Score -4081120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -239256.687500 Penalty: 1273.217285
	Iteration 0F: 2 clusters Score -239256.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -236905.687500 Penalty: 2546.434570
	Iteration 0F: 3 clusters Score -236905.7 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -237642.656250 Penalty: 2546.434570
	Iteration 1F: 3 clusters Score -237642.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -237965.718750 Penalty: 2546.434570
	Iteration 2F: 3 clusters Score -237965.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -238257.078125 Penalty: 2546.434570
	Iteration 3F: 3 clusters Score -238257.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -238601.890625 Penalty: 2546.434570
	Iteration 4F: 3 clusters Score -238601.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -238845.015625 Penalty: 2546.434570
	Iteration 5F: 3 clusters Score -238845 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -238950.140625 Penalty: 2546.434570
	Iteration 6Q: 3 clusters Score -238950.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -239014.437500 Penalty: 2546.434570
	Iteration 7Q: 3 clusters Score -239014.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -239073.328125 Penalty: 2546.434570
	Iteration 8Q: 3 clusters Score -239073.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -239093.062500 Penalty: 2546.434570
	Iteration 9Q: 3 clusters Score -239093.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -239105.390625 Penalty: 2546.434570
	Iteration 10Q: 3 clusters Score -239105.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -239110.187500 Penalty: 2546.434570
	Iteration 11Q: 3 clusters Score -239110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -239112.234375 Penalty: 2546.434570
	Iteration 12Q: 3 clusters Score -239112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -239112.531250 Penalty: 2546.434570
	Iteration 13Q: 3 clusters Score -239112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -239113.593750 Penalty: 2546.434570
	Iteration 14Q: 3 clusters Score -239113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -239113.437500 Penalty: 2546.434570
	Iteration 15Q: 3 clusters Score -239113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -239114.312500 Penalty: 2546.434570
	Iteration 16Q: 3 clusters Score -239114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -239114.312500 Penalty: 2546.434570
	Iteration 17F: 3 clusters Score -239114.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Entering Unmasked Estep 
Score: -5436310.500000 Penalty: 1775.049438
	Iteration 0F: 2 clusters Score -5436310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -5399228.500000 Penalty: 3550.098877
	Iteration 0F: 3 clusters Score -5399228 nChanged 26175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -5416075.500000 Penalty: 3550.098877
	Iteration 1F: 3 clusters Score -5416076 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5420188.500000 Penalty: 3550.098877
	Iteration 2F: 3 clusters Score -5420188 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5425835.500000 Penalty: 3550.098877
	Iteration 3F: 3 clusters Score -5425836 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -5431376.500000 Penalty: 3550.098877
	Iteration 4F: 3 clusters Score -5431376 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -5435012.000000 Penalty: 3550.098877
	Iteration 5F: 3 clusters Score -5435012 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5436571.500000 Penalty: 3550.098877
	Iteration 6F: 3 clusters Score -5436572 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5437206.500000 Penalty: 3550.098877
	Iteration 7Q: 3 clusters Score -5437206 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5437506.500000 Penalty: 3550.098877
	Iteration 8Q: 3 clusters Score -5437506 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -5437675.000000 Penalty: 3550.098877
	Iteration 9Q: 3 clusters Score -5437675 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -5437784.000000 Penalty: 3550.098877
	Iteration 10Q: 3 clusters Score -5437784 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -5437899.500000 Penalty: 3550.098877
	Iteration 11Q: 3 clusters Score -5437900 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -5438049.000000 Penalty: 3550.098877
	Iteration 12Q: 3 clusters Score -5438049 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -5438228.500000 Penalty: 3550.098877
	Iteration 13Q: 3 clusters Score -5438228 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -5438437.500000 Penalty: 3550.098877
	Iteration 14Q: 3 clusters Score -5438438 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -5438626.000000 Penalty: 3550.098877
	Iteration 15Q: 3 clusters Score -5438626 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -5438860.500000 Penalty: 3550.098877
	Iteration 16Q: 3 clusters Score -5438860 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -5439142.500000 Penalty: 3550.098877
	Iteration 17Q: 3 clusters Score -5439142 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -5439563.000000 Penalty: 3550.098877
	Iteration 18Q: 3 clusters Score -5439563 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -5439985.000000 Penalty: 3550.098877
	Iteration 19Q: 3 clusters Score -5439985 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -5440465.000000 Penalty: 3550.098877
	Iteration 20F: 3 clusters Score -5440465 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -5440955.000000 Penalty: 3550.098877
	Iteration 21Q: 3 clusters Score -5440955 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -5441157.000000 Penalty: 3550.098877
	Iteration 22Q: 3 clusters Score -5441157 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -5441271.000000 Penalty: 3550.098877
	Iteration 23Q: 3 clusters Score -5441271 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -5441339.500000 Penalty: 3550.098877
	Iteration 24Q: 3 clusters Score -5441340 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -5441356.500000 Penalty: 3550.098877
	Iteration 25Q: 3 clusters Score -5441356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -5441370.500000 Penalty: 3550.098877
	Iteration 26Q: 3 clusters Score -5441370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -5441395.000000 Penalty: 3550.098877
	Iteration 27Q: 3 clusters Score -5441395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -5441408.000000 Penalty: 3550.098877
	Iteration 28Q: 3 clusters Score -5441408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -5441411.000000 Penalty: 3550.098877
	Iteration 29Q: 3 clusters Score -5441411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -5441412.000000 Penalty: 3550.098877
	Iteration 30Q: 3 clusters Score -5441412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -5441407.500000 Penalty: 3550.098877
	Iteration 31Q: 3 clusters Score -5441408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -5441400.500000 Penalty: 3550.098877
	Iteration 32Q: 3 clusters Score -5441400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -5441402.500000 Penalty: 3550.098877
	Iteration 33Q: 3 clusters Score -5441402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -5441408.000000 Penalty: 3550.098877
	Iteration 34Q: 3 clusters Score -5441408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -5441409.500000 Penalty: 3550.098877
	Iteration 35Q: 3 clusters Score -5441410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -5441409.000000 Penalty: 3550.098877
	Iteration 36Q: 3 clusters Score -5441409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -5441411.500000 Penalty: 3550.098877
	Iteration 37Q: 3 clusters Score -5441412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -5441417.000000 Penalty: 3550.098877
	Iteration 38Q: 3 clusters Score -5441417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -5441420.000000 Penalty: 3550.098877
	Iteration 39Q: 3 clusters Score -5441420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -5441418.000000 Penalty: 3550.098877
	Iteration 40F: 3 clusters Score -5441418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -5441419.000000 Penalty: 3550.098877
	Iteration 41Q: 3 clusters Score -5441419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -5441420.500000 Penalty: 3550.098877
	Iteration 42Q: 3 clusters Score -5441420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -5441418.500000 Penalty: 3550.098877
	Iteration 43Q: 3 clusters Score -5441418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -5441418.500000 Penalty: 3550.098877
	Iteration 44F: 3 clusters Score -5441418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 4 contains 39587 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 3326 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 30896 members 
Mstep: Class 11 contains 285900 members 
Mstep: Class 12 contains 313566 members 
Mstep: Class 14 contains 43335 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 94908 members 
Mstep: Class 20 contains 21625 members 
Mstep: Class 21 contains 47110 members 
Entering Unmasked Estep 
Score: -94127032.000000 Penalty: 29056.449219
Splitting cluster 7 changes total score from -94123048.000000 to -94127032.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (2623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Entering Unmasked Estep 
Score: -268134.781250 Penalty: 1279.212036
	Iteration 0F: 2 clusters Score -268134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -265612.593750 Penalty: 2558.424072
	Iteration 0F: 3 clusters Score -265612.6 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -266215.062500 Penalty: 2558.424072
	Iteration 1F: 3 clusters Score -266215.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -266383.062500 Penalty: 2558.424072
	Iteration 2F: 3 clusters Score -266383.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -266473.093750 Penalty: 2558.424072
	Iteration 3Q: 3 clusters Score -266473.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -266549.375000 Penalty: 2558.424072
	Iteration 4Q: 3 clusters Score -266549.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -266624.500000 Penalty: 2558.424072
	Iteration 5Q: 3 clusters Score -266624.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -266686.937500 Penalty: 2558.424072
	Iteration 6Q: 3 clusters Score -266686.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -266723.812500 Penalty: 2558.424072
	Iteration 7Q: 3 clusters Score -266723.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -266756.875000 Penalty: 2558.424072
	Iteration 8Q: 3 clusters Score -266756.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -266787.312500 Penalty: 2558.424072
	Iteration 9Q: 3 clusters Score -266787.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -266814.687500 Penalty: 2558.424072
	Iteration 10Q: 3 clusters Score -266814.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -266844.187500 Penalty: 2558.424072
	Iteration 11Q: 3 clusters Score -266844.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -266875.187500 Penalty: 2558.424072
	Iteration 12Q: 3 clusters Score -266875.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -266906.375000 Penalty: 2558.424072
	Iteration 13Q: 3 clusters Score -266906.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -266939.937500 Penalty: 2558.424072
	Iteration 14Q: 3 clusters Score -266939.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -266968.218750 Penalty: 2558.424072
	Iteration 15Q: 3 clusters Score -266968.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -266995.531250 Penalty: 2558.424072
	Iteration 16Q: 3 clusters Score -266995.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -267024.656250 Penalty: 2558.424072
	Iteration 17Q: 3 clusters Score -267024.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -267051.437500 Penalty: 2558.424072
	Iteration 18Q: 3 clusters Score -267051.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -267082.531250 Penalty: 2558.424072
	Iteration 19Q: 3 clusters Score -267082.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -267103.500000 Penalty: 2558.424072
	Iteration 20F: 3 clusters Score -267103.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -267117.062500 Penalty: 2558.424072
	Iteration 21Q: 3 clusters Score -267117.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -267133.562500 Penalty: 2558.424072
	Iteration 22Q: 3 clusters Score -267133.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -267144.312500 Penalty: 2558.424072
	Iteration 23Q: 3 clusters Score -267144.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -267151.781250 Penalty: 2558.424072
	Iteration 24Q: 3 clusters Score -267151.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -267156.343750 Penalty: 2558.424072
	Iteration 25Q: 3 clusters Score -267156.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -267161.812500 Penalty: 2558.424072
	Iteration 26Q: 3 clusters Score -267161.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -267168.281250 Penalty: 2558.424072
	Iteration 27Q: 3 clusters Score -267168.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -267171.718750 Penalty: 2558.424072
	Iteration 28Q: 3 clusters Score -267171.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -267176.625000 Penalty: 2558.424072
	Iteration 29Q: 3 clusters Score -267176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -267179.000000 Penalty: 2558.424072
	Iteration 30Q: 3 clusters Score -267179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -267180.906250 Penalty: 2558.424072
	Iteration 31Q: 3 clusters Score -267180.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -267185.406250 Penalty: 2558.424072
	Iteration 32Q: 3 clusters Score -267185.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -267190.125000 Penalty: 2558.424072
	Iteration 33Q: 3 clusters Score -267190.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -267196.968750 Penalty: 2558.424072
	Iteration 34Q: 3 clusters Score -267197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -267208.031250 Penalty: 2558.424072
	Iteration 35Q: 3 clusters Score -267208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -267218.937500 Penalty: 2558.424072
	Iteration 36Q: 3 clusters Score -267218.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -267226.062500 Penalty: 2558.424072
	Iteration 37Q: 3 clusters Score -267226.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -267232.843750 Penalty: 2558.424072
	Iteration 38Q: 3 clusters Score -267232.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -267245.375000 Penalty: 2558.424072
	Iteration 39Q: 3 clusters Score -267245.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -267253.062500 Penalty: 2558.424072
	Iteration 40F: 3 clusters Score -267253.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -267261.968750 Penalty: 2558.424072
	Iteration 41Q: 3 clusters Score -267262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -267265.468750 Penalty: 2558.424072
	Iteration 42Q: 3 clusters Score -267265.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -267267.781250 Penalty: 2558.424072
	Iteration 43Q: 3 clusters Score -267267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -267270.000000 Penalty: 2558.424072
	Iteration 44Q: 3 clusters Score -267270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -267274.531250 Penalty: 2558.424072
	Iteration 45Q: 3 clusters Score -267274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -267275.656250 Penalty: 2558.424072
	Iteration 46Q: 3 clusters Score -267275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -267276.468750 Penalty: 2558.424072
	Iteration 47Q: 3 clusters Score -267276.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -267276.468750 Penalty: 2558.424072
	Iteration 48F: 3 clusters Score -267276.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Entering Unmasked Estep 
Score: -3194306.000000 Penalty: 1679.987061
	Iteration 0F: 2 clusters Score -3194306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3173512.250000 Penalty: 3359.974121
	Iteration 0F: 3 clusters Score -3173512 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3181314.500000 Penalty: 3359.974121
	Iteration 1F: 3 clusters Score -3181314 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3181830.750000 Penalty: 3359.974121
	Iteration 2Q: 3 clusters Score -3181831 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3182545.000000 Penalty: 3359.974121
	Iteration 3Q: 3 clusters Score -3182545 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3183692.250000 Penalty: 3359.974121
	Iteration 4F: 3 clusters Score -3183692 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3185507.750000 Penalty: 3359.974121
	Iteration 5F: 3 clusters Score -3185508 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3187740.500000 Penalty: 3359.974121
	Iteration 6F: 3 clusters Score -3187740 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3190001.250000 Penalty: 3359.974121
	Iteration 7F: 3 clusters Score -3190001 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3191519.500000 Penalty: 3359.974121
	Iteration 8F: 3 clusters Score -3191520 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3192357.250000 Penalty: 3359.974121
	Iteration 9Q: 3 clusters Score -3192357 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3192766.500000 Penalty: 3359.974121
	Iteration 10Q: 3 clusters Score -3192766 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3192958.250000 Penalty: 3359.974121
	Iteration 11Q: 3 clusters Score -3192958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3193040.250000 Penalty: 3359.974121
	Iteration 12Q: 3 clusters Score -3193040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3193083.500000 Penalty: 3359.974121
	Iteration 13Q: 3 clusters Score -3193084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -3193096.500000 Penalty: 3359.974121
	Iteration 14Q: 3 clusters Score -3193096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3193099.750000 Penalty: 3359.974121
	Iteration 15Q: 3 clusters Score -3193100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3193104.000000 Penalty: 3359.974121
	Iteration 16Q: 3 clusters Score -3193104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3193105.000000 Penalty: 3359.974121
	Iteration 17Q: 3 clusters Score -3193105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3193105.250000 Penalty: 3359.974121
	Iteration 18Q: 3 clusters Score -3193105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3193108.750000 Penalty: 3359.974121
	Iteration 19Q: 3 clusters Score -3193109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3193109.500000 Penalty: 3359.974121
	Iteration 20F: 3 clusters Score -3193110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3193110.500000 Penalty: 3359.974121
	Iteration 21Q: 3 clusters Score -3193110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3193112.750000 Penalty: 3359.974121
	Iteration 22Q: 3 clusters Score -3193113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3193114.500000 Penalty: 3359.974121
	Iteration 23Q: 3 clusters Score -3193114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -3193110.750000 Penalty: 3359.974121
	Iteration 24Q: 3 clusters Score -3193111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3193113.250000 Penalty: 3359.974121
	Iteration 25Q: 3 clusters Score -3193113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3193113.250000 Penalty: 3359.974121
	Iteration 26F: 3 clusters Score -3193113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (285900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285900 members 
Entering Unmasked Estep 
Score: -28974870.000000 Penalty: 2041.552124
	Iteration 0F: 2 clusters Score -2.897487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143083 members 
Mstep: Class 2 contains 142817 members 
Entering Unmasked Estep 
Score: -28787220.000000 Penalty: 4083.104248
	Iteration 0F: 3 clusters Score -2.878722e+07 nChanged 139468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145375 members 
Mstep: Class 2 contains 140525 members 
Entering Unmasked Estep 
Score: -28870078.000000 Penalty: 4083.104248
	Iteration 1F: 3 clusters Score -2.887008e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 138874 members 
Entering Unmasked Estep 
Score: -28871968.000000 Penalty: 4083.104248
	Iteration 2Q: 3 clusters Score -2.887197e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 136187 members 
Entering Unmasked Estep 
Score: -28874996.000000 Penalty: 4083.104248
	Iteration 3Q: 3 clusters Score -2.8875e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153787 members 
Mstep: Class 2 contains 132113 members 
Entering Unmasked Estep 
Score: -28880032.000000 Penalty: 4083.104248
	Iteration 4Q: 3 clusters Score -2.888003e+07 nChanged 15110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159841 members 
Mstep: Class 2 contains 126059 members 
Entering Unmasked Estep 
Score: -28887648.000000 Penalty: 4083.104248
	Iteration 5F: 3 clusters Score -2.888765e+07 nChanged 18354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168211 members 
Mstep: Class 2 contains 117689 members 
Entering Unmasked Estep 
Score: -28899440.000000 Penalty: 4083.104248
	Iteration 6F: 3 clusters Score -2.889944e+07 nChanged 20645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178250 members 
Mstep: Class 2 contains 107650 members 
Entering Unmasked Estep 
Score: -28914870.000000 Penalty: 4083.104248
	Iteration 7F: 3 clusters Score -2.891487e+07 nChanged 20092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188206 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -28929476.000000 Penalty: 4083.104248
	Iteration 8F: 3 clusters Score -2.892948e+07 nChanged 16647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196053 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -28939674.000000 Penalty: 4083.104248
	Iteration 9F: 3 clusters Score -2.893967e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201616 members 
Mstep: Class 2 contains 84284 members 
Entering Unmasked Estep 
Score: -28945600.000000 Penalty: 4083.104248
	Iteration 10Q: 3 clusters Score -2.89456e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205688 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -28948156.000000 Penalty: 4083.104248
	Iteration 11Q: 3 clusters Score -2.894816e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209038 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -28949470.000000 Penalty: 4083.104248
	Iteration 12Q: 3 clusters Score -2.894947e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212091 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -28950522.000000 Penalty: 4083.104248
	Iteration 13Q: 3 clusters Score -2.895052e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215002 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -28951328.000000 Penalty: 4083.104248
	Iteration 14Q: 3 clusters Score -2.895133e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217750 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -28952188.000000 Penalty: 4083.104248
	Iteration 15Q: 3 clusters Score -2.895219e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220396 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -28952970.000000 Penalty: 4083.104248
	Iteration 16Q: 3 clusters Score -2.895297e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223168 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -28953796.000000 Penalty: 4083.104248
	Iteration 17Q: 3 clusters Score -2.89538e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225932 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -28954570.000000 Penalty: 4083.104248
	Iteration 18Q: 3 clusters Score -2.895457e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228648 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -28955310.000000 Penalty: 4083.104248
	Iteration 19Q: 3 clusters Score -2.895531e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231396 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -28956128.000000 Penalty: 4083.104248
	Iteration 20F: 3 clusters Score -2.895613e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234193 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -28957118.000000 Penalty: 4083.104248
	Iteration 21Q: 3 clusters Score -2.895712e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237038 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -28958266.000000 Penalty: 4083.104248
	Iteration 22Q: 3 clusters Score -2.895827e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239932 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -28959248.000000 Penalty: 4083.104248
	Iteration 23Q: 3 clusters Score -2.895925e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242768 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -28960296.000000 Penalty: 4083.104248
	Iteration 24Q: 3 clusters Score -2.89603e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245624 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -28961098.000000 Penalty: 4083.104248
	Iteration 25Q: 3 clusters Score -2.89611e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248429 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -28962168.000000 Penalty: 4083.104248
	Iteration 26Q: 3 clusters Score -2.896217e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251157 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -28963258.000000 Penalty: 4083.104248
	Iteration 27Q: 3 clusters Score -2.896326e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253833 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -28964412.000000 Penalty: 4083.104248
	Iteration 28Q: 3 clusters Score -2.896441e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256322 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -28965400.000000 Penalty: 4083.104248
	Iteration 29Q: 3 clusters Score -2.89654e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258630 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -28966408.000000 Penalty: 4083.104248
	Iteration 30Q: 3 clusters Score -2.896641e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260799 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -28967136.000000 Penalty: 4083.104248
	Iteration 31Q: 3 clusters Score -2.896714e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262746 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -28968076.000000 Penalty: 4083.104248
	Iteration 32Q: 3 clusters Score -2.896808e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264532 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -28968890.000000 Penalty: 4083.104248
	Iteration 33Q: 3 clusters Score -2.896889e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266087 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -28969784.000000 Penalty: 4083.104248
	Iteration 34Q: 3 clusters Score -2.896978e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267419 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -28970804.000000 Penalty: 4083.104248
	Iteration 35Q: 3 clusters Score -2.89708e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268525 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -28971774.000000 Penalty: 4083.104248
	Iteration 36Q: 3 clusters Score -2.897177e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269408 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -28972804.000000 Penalty: 4083.104248
	Iteration 37Q: 3 clusters Score -2.89728e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270132 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -28973986.000000 Penalty: 4083.104248
	Iteration 38Q: 3 clusters Score -2.897399e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270631 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -28975026.000000 Penalty: 4083.104248
	Iteration 39Q: 3 clusters Score -2.897503e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270877 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -28975686.000000 Penalty: 4083.104248
	Iteration 40F: 3 clusters Score -2.897569e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270969 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -28976066.000000 Penalty: 4083.104248
	Iteration 41Q: 3 clusters Score -2.897607e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270984 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -28976148.000000 Penalty: 4083.104248
	Iteration 42Q: 3 clusters Score -2.897615e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270996 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -28976264.000000 Penalty: 4083.104248
	Iteration 43Q: 3 clusters Score -2.897626e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270975 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -28976272.000000 Penalty: 4083.104248
	Iteration 44Q: 3 clusters Score -2.897627e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270955 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -28976276.000000 Penalty: 4083.104248
	Iteration 45Q: 3 clusters Score -2.897628e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270939 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -28976330.000000 Penalty: 4083.104248
	Iteration 46Q: 3 clusters Score -2.897633e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270921 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -28976344.000000 Penalty: 4083.104248
	Iteration 47Q: 3 clusters Score -2.897634e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270901 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -28976374.000000 Penalty: 4083.104248
	Iteration 48Q: 3 clusters Score -2.897637e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270878 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -28976382.000000 Penalty: 4083.104248
	Iteration 49Q: 3 clusters Score -2.897638e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270860 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -28976370.000000 Penalty: 4083.104248
	Iteration 50Q: 3 clusters Score -2.897637e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270847 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -28976404.000000 Penalty: 4083.104248
	Iteration 51Q: 3 clusters Score -2.89764e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270838 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -28976400.000000 Penalty: 4083.104248
	Iteration 52Q: 3 clusters Score -2.89764e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270834 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -28976416.000000 Penalty: 4083.104248
	Iteration 53Q: 3 clusters Score -2.897642e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270817 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -28976416.000000 Penalty: 4083.104248
	Iteration 54Q: 3 clusters Score -2.897642e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270808 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -28976402.000000 Penalty: 4083.104248
	Iteration 55Q: 3 clusters Score -2.89764e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270813 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -28976416.000000 Penalty: 4083.104248
	Iteration 56Q: 3 clusters Score -2.897642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270817 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -28976384.000000 Penalty: 4083.104248
	Iteration 57Q: 3 clusters Score -2.897638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270816 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -28976420.000000 Penalty: 4083.104248
	Iteration 58Q: 3 clusters Score -2.897642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270815 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -28976396.000000 Penalty: 4083.104248
	Iteration 59Q: 3 clusters Score -2.89764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270814 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -28976404.000000 Penalty: 4083.104248
	Iteration 60F: 3 clusters Score -2.89764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270812 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -28976410.000000 Penalty: 4083.104248
	Iteration 61Q: 3 clusters Score -2.897641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270813 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -28976426.000000 Penalty: 4083.104248
	Iteration 62Q: 3 clusters Score -2.897643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270809 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -28976416.000000 Penalty: 4083.104248
	Iteration 63Q: 3 clusters Score -2.897642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270806 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -28976420.000000 Penalty: 4083.104248
	Iteration 64Q: 3 clusters Score -2.897642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270806 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -28976424.000000 Penalty: 4083.104248
	Iteration 65Q: 3 clusters Score -2.897642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270807 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -28976408.000000 Penalty: 4083.104248
	Iteration 66Q: 3 clusters Score -2.897641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270806 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -28976420.000000 Penalty: 4083.104248
	Iteration 67Q: 3 clusters Score -2.897642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270807 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -28976426.000000 Penalty: 4083.104248
	Iteration 68Q: 3 clusters Score -2.897643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270808 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -28976416.000000 Penalty: 4083.104248
	Iteration 69Q: 3 clusters Score -2.897642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270811 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -28976418.000000 Penalty: 4083.104248
	Iteration 70Q: 3 clusters Score -2.897642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270814 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -28976418.000000 Penalty: 4083.104248
	Iteration 71Q: 3 clusters Score -2.897642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270815 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -28976420.000000 Penalty: 4083.104248
	Iteration 72Q: 3 clusters Score -2.897642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270815 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -28976420.000000 Penalty: 4083.104248
	Iteration 73F: 3 clusters Score -2.897642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 15085 members 
Mstep: Class 4 contains 39587 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 3326 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 30896 members 
Mstep: Class 11 contains 270815 members 
Mstep: Class 12 contains 313566 members 
Mstep: Class 14 contains 43335 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 94908 members 
Mstep: Class 20 contains 21625 members 
Mstep: Class 21 contains 47110 members 
Entering Unmasked Estep 
Score: -94128024.000000 Penalty: 31291.560547
Splitting cluster 11 changes total score from -94123048.000000 to -94128024.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 12 (313566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313566 members 
Entering Unmasked Estep 
Score: -31803072.000000 Penalty: 2056.562012
	Iteration 0F: 2 clusters Score -3.180307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 157047 members 
Entering Unmasked Estep 
Score: -31599806.000000 Penalty: 4113.124023
	Iteration 0F: 3 clusters Score -3.159981e+07 nChanged 152955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147470 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -31692880.000000 Penalty: 4113.124023
	Iteration 1F: 3 clusters Score -3.169288e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142066 members 
Mstep: Class 2 contains 171500 members 
Entering Unmasked Estep 
Score: -31695962.000000 Penalty: 4113.124023
	Iteration 2Q: 3 clusters Score -3.169596e+07 nChanged 13775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Mstep: Class 2 contains 179699 members 
Entering Unmasked Estep 
Score: -31701514.000000 Penalty: 4113.124023
	Iteration 3Q: 3 clusters Score -3.170151e+07 nChanged 17871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122038 members 
Mstep: Class 2 contains 191528 members 
Entering Unmasked Estep 
Score: -31711428.000000 Penalty: 4113.124023
	Iteration 4F: 3 clusters Score -3.171143e+07 nChanged 21729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 205891 members 
Entering Unmasked Estep 
Score: -31726676.000000 Penalty: 4113.124023
	Iteration 5F: 3 clusters Score -3.172668e+07 nChanged 22446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94645 members 
Mstep: Class 2 contains 218921 members 
Entering Unmasked Estep 
Score: -31743900.000000 Penalty: 4113.124023
	Iteration 6F: 3 clusters Score -3.17439e+07 nChanged 19754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 226853 members 
Entering Unmasked Estep 
Score: -31757664.000000 Penalty: 4113.124023
	Iteration 7F: 3 clusters Score -3.175766e+07 nChanged 14943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 230656 members 
Entering Unmasked Estep 
Score: -31765434.000000 Penalty: 4113.124023
	Iteration 8Q: 3 clusters Score -3.176543e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 232836 members 
Entering Unmasked Estep 
Score: -31768218.000000 Penalty: 4113.124023
	Iteration 9Q: 3 clusters Score -3.176822e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 234868 members 
Entering Unmasked Estep 
Score: -31769510.000000 Penalty: 4113.124023
	Iteration 10Q: 3 clusters Score -3.176951e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 236985 members 
Entering Unmasked Estep 
Score: -31770410.000000 Penalty: 4113.124023
	Iteration 11Q: 3 clusters Score -3.177041e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 239228 members 
Entering Unmasked Estep 
Score: -31771756.000000 Penalty: 4113.124023
	Iteration 12Q: 3 clusters Score -3.177176e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 241523 members 
Entering Unmasked Estep 
Score: -31773114.000000 Penalty: 4113.124023
	Iteration 13Q: 3 clusters Score -3.177311e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 243867 members 
Entering Unmasked Estep 
Score: -31774770.000000 Penalty: 4113.124023
	Iteration 14Q: 3 clusters Score -3.177477e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 246325 members 
Entering Unmasked Estep 
Score: -31776726.000000 Penalty: 4113.124023
	Iteration 15Q: 3 clusters Score -3.177673e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 249029 members 
Entering Unmasked Estep 
Score: -31778920.000000 Penalty: 4113.124023
	Iteration 16Q: 3 clusters Score -3.177892e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 251829 members 
Entering Unmasked Estep 
Score: -31781346.000000 Penalty: 4113.124023
	Iteration 17Q: 3 clusters Score -3.178135e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 254653 members 
Entering Unmasked Estep 
Score: -31783434.000000 Penalty: 4113.124023
	Iteration 18Q: 3 clusters Score -3.178343e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 257479 members 
Entering Unmasked Estep 
Score: -31785728.000000 Penalty: 4113.124023
	Iteration 19Q: 3 clusters Score -3.178573e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 260360 members 
Entering Unmasked Estep 
Score: -31787804.000000 Penalty: 4113.124023
	Iteration 20F: 3 clusters Score -3.17878e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 263150 members 
Entering Unmasked Estep 
Score: -31789598.000000 Penalty: 4113.124023
	Iteration 21Q: 3 clusters Score -3.17896e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 265854 members 
Entering Unmasked Estep 
Score: -31791296.000000 Penalty: 4113.124023
	Iteration 22Q: 3 clusters Score -3.17913e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 268400 members 
Entering Unmasked Estep 
Score: -31792602.000000 Penalty: 4113.124023
	Iteration 23Q: 3 clusters Score -3.17926e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 270835 members 
Entering Unmasked Estep 
Score: -31793824.000000 Penalty: 4113.124023
	Iteration 24Q: 3 clusters Score -3.179382e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 273152 members 
Entering Unmasked Estep 
Score: -31794774.000000 Penalty: 4113.124023
	Iteration 25Q: 3 clusters Score -3.179477e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 275233 members 
Entering Unmasked Estep 
Score: -31795626.000000 Penalty: 4113.124023
	Iteration 26Q: 3 clusters Score -3.179563e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 277125 members 
Entering Unmasked Estep 
Score: -31796414.000000 Penalty: 4113.124023
	Iteration 27Q: 3 clusters Score -3.179641e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 278893 members 
Entering Unmasked Estep 
Score: -31797172.000000 Penalty: 4113.124023
	Iteration 28Q: 3 clusters Score -3.179717e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 280623 members 
Entering Unmasked Estep 
Score: -31797706.000000 Penalty: 4113.124023
	Iteration 29Q: 3 clusters Score -3.179771e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 282267 members 
Entering Unmasked Estep 
Score: -31798400.000000 Penalty: 4113.124023
	Iteration 30Q: 3 clusters Score -3.17984e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 283804 members 
Entering Unmasked Estep 
Score: -31798874.000000 Penalty: 4113.124023
	Iteration 31Q: 3 clusters Score -3.179887e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 285292 members 
Entering Unmasked Estep 
Score: -31799638.000000 Penalty: 4113.124023
	Iteration 32Q: 3 clusters Score -3.179964e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 286665 members 
Entering Unmasked Estep 
Score: -31799896.000000 Penalty: 4113.124023
	Iteration 33Q: 3 clusters Score -3.17999e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 288000 members 
Entering Unmasked Estep 
Score: -31800130.000000 Penalty: 4113.124023
	Iteration 34Q: 3 clusters Score -3.180013e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 289261 members 
Entering Unmasked Estep 
Score: -31800346.000000 Penalty: 4113.124023
	Iteration 35Q: 3 clusters Score -3.180035e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 290387 members 
Entering Unmasked Estep 
Score: -31800534.000000 Penalty: 4113.124023
	Iteration 36Q: 3 clusters Score -3.180053e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 291433 members 
Entering Unmasked Estep 
Score: -31800630.000000 Penalty: 4113.124023
	Iteration 37Q: 3 clusters Score -3.180063e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 292383 members 
Entering Unmasked Estep 
Score: -31800642.000000 Penalty: 4113.124023
	Iteration 38Q: 3 clusters Score -3.180064e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 293251 members 
Entering Unmasked Estep 
Score: -31800732.000000 Penalty: 4113.124023
	Iteration 39Q: 3 clusters Score -3.180073e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 294071 members 
Entering Unmasked Estep 
Score: -31800968.000000 Penalty: 4113.124023
	Iteration 40F: 3 clusters Score -3.180097e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 294835 members 
Entering Unmasked Estep 
Score: -31801152.000000 Penalty: 4113.124023
	Iteration 41Q: 3 clusters Score -3.180115e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 295519 members 
Entering Unmasked Estep 
Score: -31801390.000000 Penalty: 4113.124023
	Iteration 42Q: 3 clusters Score -3.180139e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 296152 members 
Entering Unmasked Estep 
Score: -31801588.000000 Penalty: 4113.124023
	Iteration 43Q: 3 clusters Score -3.180159e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 296778 members 
Entering Unmasked Estep 
Score: -31801770.000000 Penalty: 4113.124023
	Iteration 44Q: 3 clusters Score -3.180177e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 297373 members 
Entering Unmasked Estep 
Score: -31801798.000000 Penalty: 4113.124023
	Iteration 45Q: 3 clusters Score -3.18018e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 297943 members 
Entering Unmasked Estep 
Score: -31801838.000000 Penalty: 4113.124023
	Iteration 46Q: 3 clusters Score -3.180184e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 298480 members 
Entering Unmasked Estep 
Score: -31801996.000000 Penalty: 4113.124023
	Iteration 47Q: 3 clusters Score -3.1802e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 298978 members 
Entering Unmasked Estep 
Score: -31802102.000000 Penalty: 4113.124023
	Iteration 48Q: 3 clusters Score -3.18021e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 299474 members 
Entering Unmasked Estep 
Score: -31802180.000000 Penalty: 4113.124023
	Iteration 49Q: 3 clusters Score -3.180218e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 299968 members 
Entering Unmasked Estep 
Score: -31802210.000000 Penalty: 4113.124023
	Iteration 50Q: 3 clusters Score -3.180221e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 300425 members 
Entering Unmasked Estep 
Score: -31802302.000000 Penalty: 4113.124023
	Iteration 51Q: 3 clusters Score -3.18023e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 300868 members 
Entering Unmasked Estep 
Score: -31802362.000000 Penalty: 4113.124023
	Iteration 52Q: 3 clusters Score -3.180236e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 301252 members 
Entering Unmasked Estep 
Score: -31802392.000000 Penalty: 4113.124023
	Iteration 53Q: 3 clusters Score -3.180239e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 301647 members 
Entering Unmasked Estep 
Score: -31802274.000000 Penalty: 4113.124023
	Iteration 54Q: 3 clusters Score -3.180227e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 302015 members 
Entering Unmasked Estep 
Score: -31802268.000000 Penalty: 4113.124023
	Iteration 55Q: 3 clusters Score -3.180227e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 302352 members 
Entering Unmasked Estep 
Score: -31802232.000000 Penalty: 4113.124023
	Iteration 56Q: 3 clusters Score -3.180223e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 302645 members 
Entering Unmasked Estep 
Score: -31802208.000000 Penalty: 4113.124023
	Iteration 57Q: 3 clusters Score -3.180221e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 302912 members 
Entering Unmasked Estep 
Score: -31802206.000000 Penalty: 4113.124023
	Iteration 58Q: 3 clusters Score -3.180221e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 303179 members 
Entering Unmasked Estep 
Score: -31802312.000000 Penalty: 4113.124023
	Iteration 59Q: 3 clusters Score -3.180231e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 303439 members 
Entering Unmasked Estep 
Score: -31802252.000000 Penalty: 4113.124023
	Iteration 60F: 3 clusters Score -3.180225e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 303704 members 
Entering Unmasked Estep 
Score: -31802342.000000 Penalty: 4113.124023
	Iteration 61Q: 3 clusters Score -3.180234e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 303981 members 
Entering Unmasked Estep 
Score: -31802332.000000 Penalty: 4113.124023
	Iteration 62Q: 3 clusters Score -3.180233e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 304238 members 
Entering Unmasked Estep 
Score: -31802300.000000 Penalty: 4113.124023
	Iteration 63Q: 3 clusters Score -3.18023e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 304482 members 
Entering Unmasked Estep 
Score: -31802272.000000 Penalty: 4113.124023
	Iteration 64Q: 3 clusters Score -3.180227e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 304684 members 
Entering Unmasked Estep 
Score: -31802172.000000 Penalty: 4113.124023
	Iteration 65Q: 3 clusters Score -3.180217e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 304858 members 
Entering Unmasked Estep 
Score: -31802144.000000 Penalty: 4113.124023
	Iteration 66Q: 3 clusters Score -3.180214e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 305041 members 
Entering Unmasked Estep 
Score: -31802126.000000 Penalty: 4113.124023
	Iteration 67Q: 3 clusters Score -3.180213e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 305213 members 
Entering Unmasked Estep 
Score: -31802102.000000 Penalty: 4113.124023
	Iteration 68Q: 3 clusters Score -3.18021e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 305371 members 
Entering Unmasked Estep 
Score: -31802088.000000 Penalty: 4113.124023
	Iteration 69Q: 3 clusters Score -3.180209e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 305527 members 
Entering Unmasked Estep 
Score: -31802092.000000 Penalty: 4113.124023
	Iteration 70Q: 3 clusters Score -3.180209e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 305652 members 
Entering Unmasked Estep 
Score: -31802058.000000 Penalty: 4113.124023
	Iteration 71Q: 3 clusters Score -3.180206e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 305766 members 
Entering Unmasked Estep 
Score: -31802054.000000 Penalty: 4113.124023
	Iteration 72Q: 3 clusters Score -3.180205e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 305900 members 
Entering Unmasked Estep 
Score: -31802062.000000 Penalty: 4113.124023
	Iteration 73Q: 3 clusters Score -3.180206e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 306022 members 
Entering Unmasked Estep 
Score: -31802118.000000 Penalty: 4113.124023
	Iteration 74Q: 3 clusters Score -3.180212e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 306143 members 
Entering Unmasked Estep 
Score: -31802164.000000 Penalty: 4113.124023
	Iteration 75Q: 3 clusters Score -3.180216e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 306252 members 
Entering Unmasked Estep 
Score: -31802230.000000 Penalty: 4113.124023
	Iteration 76Q: 3 clusters Score -3.180223e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 306373 members 
Entering Unmasked Estep 
Score: -31802256.000000 Penalty: 4113.124023
	Iteration 77Q: 3 clusters Score -3.180226e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 306486 members 
Entering Unmasked Estep 
Score: -31802252.000000 Penalty: 4113.124023
	Iteration 78Q: 3 clusters Score -3.180225e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 306594 members 
Entering Unmasked Estep 
Score: -31802280.000000 Penalty: 4113.124023
	Iteration 79Q: 3 clusters Score -3.180228e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 306701 members 
Entering Unmasked Estep 
Score: -31802306.000000 Penalty: 4113.124023
	Iteration 80F: 3 clusters Score -3.180231e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 306797 members 
Entering Unmasked Estep 
Score: -31802338.000000 Penalty: 4113.124023
	Iteration 81Q: 3 clusters Score -3.180234e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 306901 members 
Entering Unmasked Estep 
Score: -31802342.000000 Penalty: 4113.124023
	Iteration 82Q: 3 clusters Score -3.180234e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 307008 members 
Entering Unmasked Estep 
Score: -31802374.000000 Penalty: 4113.124023
	Iteration 83Q: 3 clusters Score -3.180237e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 307101 members 
Entering Unmasked Estep 
Score: -31802406.000000 Penalty: 4113.124023
	Iteration 84Q: 3 clusters Score -3.180241e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 307194 members 
Entering Unmasked Estep 
Score: -31802394.000000 Penalty: 4113.124023
	Iteration 85Q: 3 clusters Score -3.180239e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 307292 members 
Entering Unmasked Estep 
Score: -31802462.000000 Penalty: 4113.124023
	Iteration 86Q: 3 clusters Score -3.180246e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 307374 members 
Entering Unmasked Estep 
Score: -31802478.000000 Penalty: 4113.124023
	Iteration 87Q: 3 clusters Score -3.180248e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 307460 members 
Entering Unmasked Estep 
Score: -31802482.000000 Penalty: 4113.124023
	Iteration 88Q: 3 clusters Score -3.180248e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 307538 members 
Entering Unmasked Estep 
Score: -31802510.000000 Penalty: 4113.124023
	Iteration 89Q: 3 clusters Score -3.180251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 307605 members 
Entering Unmasked Estep 
Score: -31802516.000000 Penalty: 4113.124023
	Iteration 90Q: 3 clusters Score -3.180252e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 307657 members 
Entering Unmasked Estep 
Score: -31802508.000000 Penalty: 4113.124023
	Iteration 91Q: 3 clusters Score -3.180251e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 307703 members 
Entering Unmasked Estep 
Score: -31802500.000000 Penalty: 4113.124023
	Iteration 92Q: 3 clusters Score -3.18025e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 307746 members 
Entering Unmasked Estep 
Score: -31802494.000000 Penalty: 4113.124023
	Iteration 93Q: 3 clusters Score -3.180249e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 307794 members 
Entering Unmasked Estep 
Score: -31802486.000000 Penalty: 4113.124023
	Iteration 94Q: 3 clusters Score -3.180249e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 307831 members 
Entering Unmasked Estep 
Score: -31802512.000000 Penalty: 4113.124023
	Iteration 95Q: 3 clusters Score -3.180251e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 307863 members 
Entering Unmasked Estep 
Score: -31802528.000000 Penalty: 4113.124023
	Iteration 96Q: 3 clusters Score -3.180253e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 307895 members 
Entering Unmasked Estep 
Score: -31802536.000000 Penalty: 4113.124023
	Iteration 97Q: 3 clusters Score -3.180254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 307922 members 
Entering Unmasked Estep 
Score: -31802518.000000 Penalty: 4113.124023
	Iteration 98Q: 3 clusters Score -3.180252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 307949 members 
Entering Unmasked Estep 
Score: -31802548.000000 Penalty: 4113.124023
	Iteration 99Q: 3 clusters Score -3.180255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 307979 members 
Entering Unmasked Estep 
Score: -31802482.000000 Penalty: 4113.124023
	Iteration 100F: 3 clusters Score -3.180248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 308012 members 
Entering Unmasked Estep 
Score: -31802486.000000 Penalty: 4113.124023
	Iteration 101Q: 3 clusters Score -3.180249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 308031 members 
Entering Unmasked Estep 
Score: -31802488.000000 Penalty: 4113.124023
	Iteration 102Q: 3 clusters Score -3.180249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 308048 members 
Entering Unmasked Estep 
Score: -31802512.000000 Penalty: 4113.124023
	Iteration 103Q: 3 clusters Score -3.180251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 308063 members 
Entering Unmasked Estep 
Score: -31802524.000000 Penalty: 4113.124023
	Iteration 104Q: 3 clusters Score -3.180252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 308081 members 
Entering Unmasked Estep 
Score: -31802522.000000 Penalty: 4113.124023
	Iteration 105Q: 3 clusters Score -3.180252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 308108 members 
Entering Unmasked Estep 
Score: -31802528.000000 Penalty: 4113.124023
	Iteration 106Q: 3 clusters Score -3.180253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 308136 members 
Entering Unmasked Estep 
Score: -31802512.000000 Penalty: 4113.124023
	Iteration 107Q: 3 clusters Score -3.180251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 308165 members 
Entering Unmasked Estep 
Score: -31802536.000000 Penalty: 4113.124023
	Iteration 108Q: 3 clusters Score -3.180254e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 308197 members 
Entering Unmasked Estep 
Score: -31802526.000000 Penalty: 4113.124023
	Iteration 109Q: 3 clusters Score -3.180253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 308226 members 
Entering Unmasked Estep 
Score: -31802542.000000 Penalty: 4113.124023
	Iteration 110Q: 3 clusters Score -3.180254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 308247 members 
Entering Unmasked Estep 
Score: -31802512.000000 Penalty: 4113.124023
	Iteration 111Q: 3 clusters Score -3.180251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 308271 members 
Entering Unmasked Estep 
Score: -31802496.000000 Penalty: 4113.124023
	Iteration 112Q: 3 clusters Score -3.18025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 308295 members 
Entering Unmasked Estep 
Score: -31802520.000000 Penalty: 4113.124023
	Iteration 113Q: 3 clusters Score -3.180252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 308318 members 
Entering Unmasked Estep 
Score: -31802490.000000 Penalty: 4113.124023
	Iteration 114Q: 3 clusters Score -3.180249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 308338 members 
Entering Unmasked Estep 
Score: -31802482.000000 Penalty: 4113.124023
	Iteration 115Q: 3 clusters Score -3.180248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 308347 members 
Entering Unmasked Estep 
Score: -31802464.000000 Penalty: 4113.124023
	Iteration 116Q: 3 clusters Score -3.180246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 308355 members 
Entering Unmasked Estep 
Score: -31802472.000000 Penalty: 4113.124023
	Iteration 117Q: 3 clusters Score -3.180247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 308361 members 
Entering Unmasked Estep 
Score: -31802496.000000 Penalty: 4113.124023
	Iteration 118Q: 3 clusters Score -3.18025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 308369 members 
Entering Unmasked Estep 
Score: -31802488.000000 Penalty: 4113.124023
	Iteration 119Q: 3 clusters Score -3.180249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 308382 members 
Entering Unmasked Estep 
Score: -31802460.000000 Penalty: 4113.124023
	Iteration 120F: 3 clusters Score -3.180246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 308395 members 
Entering Unmasked Estep 
Score: -31802472.000000 Penalty: 4113.124023
	Iteration 121Q: 3 clusters Score -3.180247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 308403 members 
Entering Unmasked Estep 
Score: -31802480.000000 Penalty: 4113.124023
	Iteration 122Q: 3 clusters Score -3.180248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 308413 members 
Entering Unmasked Estep 
Score: -31802484.000000 Penalty: 4113.124023
	Iteration 123Q: 3 clusters Score -3.180248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 308423 members 
Entering Unmasked Estep 
Score: -31802508.000000 Penalty: 4113.124023
	Iteration 124Q: 3 clusters Score -3.180251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 308438 members 
Entering Unmasked Estep 
Score: -31802522.000000 Penalty: 4113.124023
	Iteration 125Q: 3 clusters Score -3.180252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 308450 members 
Entering Unmasked Estep 
Score: -31802516.000000 Penalty: 4113.124023
	Iteration 126Q: 3 clusters Score -3.180252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 308460 members 
Entering Unmasked Estep 
Score: -31802524.000000 Penalty: 4113.124023
	Iteration 127Q: 3 clusters Score -3.180252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 308467 members 
Entering Unmasked Estep 
Score: -31802518.000000 Penalty: 4113.124023
	Iteration 128Q: 3 clusters Score -3.180252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 308471 members 
Entering Unmasked Estep 
Score: -31802508.000000 Penalty: 4113.124023
	Iteration 129Q: 3 clusters Score -3.180251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 308477 members 
Entering Unmasked Estep 
Score: -31802490.000000 Penalty: 4113.124023
	Iteration 130Q: 3 clusters Score -3.180249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 308482 members 
Entering Unmasked Estep 
Score: -31802492.000000 Penalty: 4113.124023
	Iteration 131Q: 3 clusters Score -3.180249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 308490 members 
Entering Unmasked Estep 
Score: -31802474.000000 Penalty: 4113.124023
	Iteration 132Q: 3 clusters Score -3.180247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 308500 members 
Entering Unmasked Estep 
Score: -31802488.000000 Penalty: 4113.124023
	Iteration 133Q: 3 clusters Score -3.180249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 308512 members 
Entering Unmasked Estep 
Score: -31802484.000000 Penalty: 4113.124023
	Iteration 134Q: 3 clusters Score -3.180248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 308527 members 
Entering Unmasked Estep 
Score: -31802498.000000 Penalty: 4113.124023
	Iteration 135Q: 3 clusters Score -3.18025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 308543 members 
Entering Unmasked Estep 
Score: -31802498.000000 Penalty: 4113.124023
	Iteration 136Q: 3 clusters Score -3.18025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 308549 members 
Entering Unmasked Estep 
Score: -31802506.000000 Penalty: 4113.124023
	Iteration 137Q: 3 clusters Score -3.180251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 308554 members 
Entering Unmasked Estep 
Score: -31802526.000000 Penalty: 4113.124023
	Iteration 138Q: 3 clusters Score -3.180253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 308562 members 
Entering Unmasked Estep 
Score: -31802522.000000 Penalty: 4113.124023
	Iteration 139Q: 3 clusters Score -3.180252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 308567 members 
Entering Unmasked Estep 
Score: -31802518.000000 Penalty: 4113.124023
	Iteration 140F: 3 clusters Score -3.180252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 308567 members 
Entering Unmasked Estep 
Score: -31802518.000000 Penalty: 4113.124023
	Iteration 141Q: 3 clusters Score -3.180252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 308568 members 
Entering Unmasked Estep 
Score: -31802520.000000 Penalty: 4113.124023
	Iteration 142Q: 3 clusters Score -3.180252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 308569 members 
Entering Unmasked Estep 
Score: -31802534.000000 Penalty: 4113.124023
	Iteration 143Q: 3 clusters Score -3.180253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 308569 members 
Entering Unmasked Estep 
Score: -31802534.000000 Penalty: 4113.124023
	Iteration 144F: 3 clusters Score -3.180253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Entering Unmasked Estep 
Score: -4452763.000000 Penalty: 1734.966309
	Iteration 0F: 2 clusters Score -4452763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -4423981.500000 Penalty: 3469.932617
	Iteration 0F: 3 clusters Score -4423982 nChanged 20201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -4435384.000000 Penalty: 3469.932617
	Iteration 1F: 3 clusters Score -4435384 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -4436127.500000 Penalty: 3469.932617
	Iteration 2Q: 3 clusters Score -4436128 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -4437139.500000 Penalty: 3469.932617
	Iteration 3Q: 3 clusters Score -4437140 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -4438524.000000 Penalty: 3469.932617
	Iteration 4F: 3 clusters Score -4438524 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -4440499.500000 Penalty: 3469.932617
	Iteration 5F: 3 clusters Score -4440500 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4442997.500000 Penalty: 3469.932617
	Iteration 6F: 3 clusters Score -4442998 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4445850.500000 Penalty: 3469.932617
	Iteration 7F: 3 clusters Score -4445850 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -4448785.500000 Penalty: 3469.932617
	Iteration 8F: 3 clusters Score -4448786 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -4451503.500000 Penalty: 3469.932617
	Iteration 9F: 3 clusters Score -4451504 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4454066.500000 Penalty: 3469.932617
	Iteration 10F: 3 clusters Score -4454066 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4456343.500000 Penalty: 3469.932617
	Iteration 11F: 3 clusters Score -4456344 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4458205.500000 Penalty: 3469.932617
	Iteration 12Q: 3 clusters Score -4458206 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4459299.500000 Penalty: 3469.932617
	Iteration 13Q: 3 clusters Score -4459300 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4459677.000000 Penalty: 3469.932617
	Iteration 14Q: 3 clusters Score -4459677 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4459795.500000 Penalty: 3469.932617
	Iteration 15Q: 3 clusters Score -4459796 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4459842.000000 Penalty: 3469.932617
	Iteration 16Q: 3 clusters Score -4459842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4459859.000000 Penalty: 3469.932617
	Iteration 17Q: 3 clusters Score -4459859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4459860.000000 Penalty: 3469.932617
	Iteration 18Q: 3 clusters Score -4459860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4459855.500000 Penalty: 3469.932617
	Iteration 19Q: 3 clusters Score -4459856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4459860.500000 Penalty: 3469.932617
	Iteration 20F: 3 clusters Score -4459860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4459850.500000 Penalty: 3469.932617
	Iteration 21Q: 3 clusters Score -4459850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4459856.500000 Penalty: 3469.932617
	Iteration 22Q: 3 clusters Score -4459856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4459858.500000 Penalty: 3469.932617
	Iteration 23Q: 3 clusters Score -4459858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4459854.000000 Penalty: 3469.932617
	Iteration 24Q: 3 clusters Score -4459854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4459854.000000 Penalty: 3469.932617
	Iteration 25Q: 3 clusters Score -4459854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4459853.000000 Penalty: 3469.932617
	Iteration 26Q: 3 clusters Score -4459853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4459857.000000 Penalty: 3469.932617
	Iteration 27Q: 3 clusters Score -4459857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4459861.500000 Penalty: 3469.932617
	Iteration 28Q: 3 clusters Score -4459862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4459861.500000 Penalty: 3469.932617
	Iteration 29F: 3 clusters Score -4459862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 15085 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 39587 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 3326 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 30896 members 
Mstep: Class 11 contains 270815 members 
Mstep: Class 12 contains 313566 members 
Mstep: Class 14 contains 41710 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 94908 members 
Mstep: Class 20 contains 21625 members 
Mstep: Class 21 contains 47110 members 
Entering Unmasked Estep 
Score: -94134296.000000 Penalty: 33526.671875
Splitting cluster 14 changes total score from -94123048.000000 to -94134296.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 16 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -343846.250000 Penalty: 1314.889404
	Iteration 0F: 2 clusters Score -343846.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -340912.281250 Penalty: 2629.778809
	Iteration 0F: 3 clusters Score -340912.3 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -341592.812500 Penalty: 2629.778809
	Iteration 1F: 3 clusters Score -341592.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -341734.093750 Penalty: 2629.778809
	Iteration 2F: 3 clusters Score -341734.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -341819.093750 Penalty: 2629.778809
	Iteration 3F: 3 clusters Score -341819.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -341885.093750 Penalty: 2629.778809
	Iteration 4Q: 3 clusters Score -341885.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -341928.406250 Penalty: 2629.778809
	Iteration 5Q: 3 clusters Score -341928.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -341954.500000 Penalty: 2629.778809
	Iteration 6Q: 3 clusters Score -341954.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -341972.375000 Penalty: 2629.778809
	Iteration 7Q: 3 clusters Score -341972.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -341987.500000 Penalty: 2629.778809
	Iteration 8Q: 3 clusters Score -341987.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -342004.781250 Penalty: 2629.778809
	Iteration 9Q: 3 clusters Score -342004.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -342021.187500 Penalty: 2629.778809
	Iteration 10Q: 3 clusters Score -342021.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -342032.875000 Penalty: 2629.778809
	Iteration 11Q: 3 clusters Score -342032.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -342044.406250 Penalty: 2629.778809
	Iteration 12Q: 3 clusters Score -342044.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -342055.968750 Penalty: 2629.778809
	Iteration 13Q: 3 clusters Score -342056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -342062.593750 Penalty: 2629.778809
	Iteration 14Q: 3 clusters Score -342062.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -342068.843750 Penalty: 2629.778809
	Iteration 15Q: 3 clusters Score -342068.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -342076.718750 Penalty: 2629.778809
	Iteration 16Q: 3 clusters Score -342076.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -342086.437500 Penalty: 2629.778809
	Iteration 17Q: 3 clusters Score -342086.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -342092.187500 Penalty: 2629.778809
	Iteration 18Q: 3 clusters Score -342092.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -342101.375000 Penalty: 2629.778809
	Iteration 19Q: 3 clusters Score -342101.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -342111.125000 Penalty: 2629.778809
	Iteration 20F: 3 clusters Score -342111.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -342119.593750 Penalty: 2629.778809
	Iteration 21Q: 3 clusters Score -342119.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -342130.250000 Penalty: 2629.778809
	Iteration 22Q: 3 clusters Score -342130.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -342139.062500 Penalty: 2629.778809
	Iteration 23Q: 3 clusters Score -342139.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -342146.000000 Penalty: 2629.778809
	Iteration 24Q: 3 clusters Score -342146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -342155.125000 Penalty: 2629.778809
	Iteration 25Q: 3 clusters Score -342155.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -342167.593750 Penalty: 2629.778809
	Iteration 26Q: 3 clusters Score -342167.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -342183.875000 Penalty: 2629.778809
	Iteration 27Q: 3 clusters Score -342183.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -342198.343750 Penalty: 2629.778809
	Iteration 28Q: 3 clusters Score -342198.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -342207.750000 Penalty: 2629.778809
	Iteration 29Q: 3 clusters Score -342207.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -342217.187500 Penalty: 2629.778809
	Iteration 30Q: 3 clusters Score -342217.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -342230.375000 Penalty: 2629.778809
	Iteration 31Q: 3 clusters Score -342230.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -342244.843750 Penalty: 2629.778809
	Iteration 32Q: 3 clusters Score -342244.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -342255.406250 Penalty: 2629.778809
	Iteration 33Q: 3 clusters Score -342255.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -342269.562500 Penalty: 2629.778809
	Iteration 34Q: 3 clusters Score -342269.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -342284.281250 Penalty: 2629.778809
	Iteration 35Q: 3 clusters Score -342284.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -342295.406250 Penalty: 2629.778809
	Iteration 36Q: 3 clusters Score -342295.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -342305.687500 Penalty: 2629.778809
	Iteration 37Q: 3 clusters Score -342305.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -342322.312500 Penalty: 2629.778809
	Iteration 38Q: 3 clusters Score -342322.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -342343.468750 Penalty: 2629.778809
	Iteration 39Q: 3 clusters Score -342343.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -342365.625000 Penalty: 2629.778809
	Iteration 40F: 3 clusters Score -342365.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -342387.687500 Penalty: 2629.778809
	Iteration 41Q: 3 clusters Score -342387.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -342409.000000 Penalty: 2629.778809
	Iteration 42Q: 3 clusters Score -342409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -342431.375000 Penalty: 2629.778809
	Iteration 43Q: 3 clusters Score -342431.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -342461.250000 Penalty: 2629.778809
	Iteration 44Q: 3 clusters Score -342461.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -342483.750000 Penalty: 2629.778809
	Iteration 45Q: 3 clusters Score -342483.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -342505.468750 Penalty: 2629.778809
	Iteration 46Q: 3 clusters Score -342505.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -342527.375000 Penalty: 2629.778809
	Iteration 47Q: 3 clusters Score -342527.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -342547.343750 Penalty: 2629.778809
	Iteration 48Q: 3 clusters Score -342547.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -342562.687500 Penalty: 2629.778809
	Iteration 49Q: 3 clusters Score -342562.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -342570.187500 Penalty: 2629.778809
	Iteration 50Q: 3 clusters Score -342570.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -342578.218750 Penalty: 2629.778809
	Iteration 51Q: 3 clusters Score -342578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -342586.125000 Penalty: 2629.778809
	Iteration 52Q: 3 clusters Score -342586.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -342591.000000 Penalty: 2629.778809
	Iteration 53Q: 3 clusters Score -342591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -342597.562500 Penalty: 2629.778809
	Iteration 54Q: 3 clusters Score -342597.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -342601.875000 Penalty: 2629.778809
	Iteration 55Q: 3 clusters Score -342601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -342608.093750 Penalty: 2629.778809
	Iteration 56Q: 3 clusters Score -342608.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -342615.250000 Penalty: 2629.778809
	Iteration 57Q: 3 clusters Score -342615.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -342620.343750 Penalty: 2629.778809
	Iteration 58Q: 3 clusters Score -342620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -342624.500000 Penalty: 2629.778809
	Iteration 59Q: 3 clusters Score -342624.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -342629.312500 Penalty: 2629.778809
	Iteration 60F: 3 clusters Score -342629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -342630.968750 Penalty: 2629.778809
	Iteration 61Q: 3 clusters Score -342631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -342631.343750 Penalty: 2629.778809
	Iteration 62Q: 3 clusters Score -342631.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -342631.812500 Penalty: 2629.778809
	Iteration 63Q: 3 clusters Score -342631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -342633.937500 Penalty: 2629.778809
	Iteration 64Q: 3 clusters Score -342633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -342636.062500 Penalty: 2629.778809
	Iteration 65Q: 3 clusters Score -342636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -342637.468750 Penalty: 2629.778809
	Iteration 66Q: 3 clusters Score -342637.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -342638.250000 Penalty: 2629.778809
	Iteration 67Q: 3 clusters Score -342638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -342638.250000 Penalty: 2629.778809
	Iteration 68F: 3 clusters Score -342638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Entering Unmasked Estep 
Score: -9822738.000000 Penalty: 1862.357666
	Iteration 0F: 2 clusters Score -9822738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -9758979.000000 Penalty: 3724.715332
	Iteration 0F: 3 clusters Score -9758979 nChanged 45516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -9785360.000000 Penalty: 3724.715332
	Iteration 1F: 3 clusters Score -9785360 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -9786010.000000 Penalty: 3724.715332
	Iteration 2Q: 3 clusters Score -9786010 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -9786637.000000 Penalty: 3724.715332
	Iteration 3Q: 3 clusters Score -9786637 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -9787475.000000 Penalty: 3724.715332
	Iteration 4Q: 3 clusters Score -9787475 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -9788693.000000 Penalty: 3724.715332
	Iteration 5Q: 3 clusters Score -9788693 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -9790477.000000 Penalty: 3724.715332
	Iteration 6Q: 3 clusters Score -9790477 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -9793446.000000 Penalty: 3724.715332
	Iteration 7F: 3 clusters Score -9793446 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -9797911.000000 Penalty: 3724.715332
	Iteration 8F: 3 clusters Score -9797911 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -9803413.000000 Penalty: 3724.715332
	Iteration 9F: 3 clusters Score -9803413 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -9808759.000000 Penalty: 3724.715332
	Iteration 10F: 3 clusters Score -9808759 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -9812698.000000 Penalty: 3724.715332
	Iteration 11Q: 3 clusters Score -9812698 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -9815136.000000 Penalty: 3724.715332
	Iteration 12Q: 3 clusters Score -9815136 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -9816698.000000 Penalty: 3724.715332
	Iteration 13Q: 3 clusters Score -9816698 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -9817831.000000 Penalty: 3724.715332
	Iteration 14Q: 3 clusters Score -9817831 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89673 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -9818645.000000 Penalty: 3724.715332
	Iteration 15Q: 3 clusters Score -9818645 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -9819221.000000 Penalty: 3724.715332
	Iteration 16Q: 3 clusters Score -9819221 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -9819689.000000 Penalty: 3724.715332
	Iteration 17Q: 3 clusters Score -9819689 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9820030.000000 Penalty: 3724.715332
	Iteration 18Q: 3 clusters Score -9820030 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9820291.000000 Penalty: 3724.715332
	Iteration 19Q: 3 clusters Score -9820291 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -9820461.000000 Penalty: 3724.715332
	Iteration 20F: 3 clusters Score -9820461 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9820616.000000 Penalty: 3724.715332
	Iteration 21Q: 3 clusters Score -9820616 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9820711.000000 Penalty: 3724.715332
	Iteration 22Q: 3 clusters Score -9820711 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93377 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9820764.000000 Penalty: 3724.715332
	Iteration 23Q: 3 clusters Score -9820764 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9820831.000000 Penalty: 3724.715332
	Iteration 24Q: 3 clusters Score -9820831 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9820900.000000 Penalty: 3724.715332
	Iteration 25Q: 3 clusters Score -9820900 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9820961.000000 Penalty: 3724.715332
	Iteration 26Q: 3 clusters Score -9820961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9820986.000000 Penalty: 3724.715332
	Iteration 27Q: 3 clusters Score -9820986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9821029.000000 Penalty: 3724.715332
	Iteration 28Q: 3 clusters Score -9821029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9821060.000000 Penalty: 3724.715332
	Iteration 29Q: 3 clusters Score -9821060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9821072.000000 Penalty: 3724.715332
	Iteration 30Q: 3 clusters Score -9821072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9821095.000000 Penalty: 3724.715332
	Iteration 31Q: 3 clusters Score -9821095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9821102.000000 Penalty: 3724.715332
	Iteration 32Q: 3 clusters Score -9821102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94001 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9821102.000000 Penalty: 3724.715332
	Iteration 33Q: 3 clusters Score -9821102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9821101.000000 Penalty: 3724.715332
	Iteration 34Q: 3 clusters Score -9821101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9821108.000000 Penalty: 3724.715332
	Iteration 35Q: 3 clusters Score -9821108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9821114.000000 Penalty: 3724.715332
	Iteration 36Q: 3 clusters Score -9821114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9821122.000000 Penalty: 3724.715332
	Iteration 37Q: 3 clusters Score -9821122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9821139.000000 Penalty: 3724.715332
	Iteration 38Q: 3 clusters Score -9821139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9821149.000000 Penalty: 3724.715332
	Iteration 39Q: 3 clusters Score -9821149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9821151.000000 Penalty: 3724.715332
	Iteration 40F: 3 clusters Score -9821151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9821150.000000 Penalty: 3724.715332
	Iteration 41Q: 3 clusters Score -9821150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9821148.000000 Penalty: 3724.715332
	Iteration 42Q: 3 clusters Score -9821148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9821148.000000 Penalty: 3724.715332
	Iteration 43Q: 3 clusters Score -9821148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9821150.000000 Penalty: 3724.715332
	Iteration 44Q: 3 clusters Score -9821150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9821156.000000 Penalty: 3724.715332
	Iteration 45Q: 3 clusters Score -9821156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9821150.000000 Penalty: 3724.715332
	Iteration 46Q: 3 clusters Score -9821150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94106 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9821155.000000 Penalty: 3724.715332
	Iteration 47Q: 3 clusters Score -9821155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9821154.000000 Penalty: 3724.715332
	Iteration 48Q: 3 clusters Score -9821154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9821157.000000 Penalty: 3724.715332
	Iteration 49Q: 3 clusters Score -9821157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9821148.000000 Penalty: 3724.715332
	Iteration 50Q: 3 clusters Score -9821148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9821147.000000 Penalty: 3724.715332
	Iteration 51Q: 3 clusters Score -9821147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94133 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9821137.000000 Penalty: 3724.715332
	Iteration 52Q: 3 clusters Score -9821137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9821141.000000 Penalty: 3724.715332
	Iteration 53Q: 3 clusters Score -9821141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94145 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9821142.000000 Penalty: 3724.715332
	Iteration 54Q: 3 clusters Score -9821142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9821144.000000 Penalty: 3724.715332
	Iteration 55Q: 3 clusters Score -9821144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9821148.000000 Penalty: 3724.715332
	Iteration 56Q: 3 clusters Score -9821148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9821140.000000 Penalty: 3724.715332
	Iteration 57Q: 3 clusters Score -9821140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9821144.000000 Penalty: 3724.715332
	Iteration 58Q: 3 clusters Score -9821144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9821146.000000 Penalty: 3724.715332
	Iteration 59Q: 3 clusters Score -9821146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9821146.000000 Penalty: 3724.715332
	Iteration 60F: 3 clusters Score -9821146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Entering Unmasked Estep 
Score: -2272093.000000 Penalty: 1622.010864
	Iteration 0F: 2 clusters Score -2272093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2257358.000000 Penalty: 3244.021729
	Iteration 0F: 3 clusters Score -2257358 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2262544.500000 Penalty: 3244.021729
	Iteration 1F: 3 clusters Score -2262544 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2262864.500000 Penalty: 3244.021729
	Iteration 2Q: 3 clusters Score -2262864 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2263203.000000 Penalty: 3244.021729
	Iteration 3Q: 3 clusters Score -2263203 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2263629.000000 Penalty: 3244.021729
	Iteration 4Q: 3 clusters Score -2263629 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2264164.750000 Penalty: 3244.021729
	Iteration 5F: 3 clusters Score -2264165 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2264924.000000 Penalty: 3244.021729
	Iteration 6F: 3 clusters Score -2264924 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2265956.000000 Penalty: 3244.021729
	Iteration 7F: 3 clusters Score -2265956 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2267204.250000 Penalty: 3244.021729
	Iteration 8F: 3 clusters Score -2267204 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2268346.250000 Penalty: 3244.021729
	Iteration 9F: 3 clusters Score -2268346 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2269178.750000 Penalty: 3244.021729
	Iteration 10Q: 3 clusters Score -2269179 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2269711.000000 Penalty: 3244.021729
	Iteration 11Q: 3 clusters Score -2269711 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2270020.250000 Penalty: 3244.021729
	Iteration 12Q: 3 clusters Score -2270020 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2270217.500000 Penalty: 3244.021729
	Iteration 13Q: 3 clusters Score -2270218 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2270341.250000 Penalty: 3244.021729
	Iteration 14Q: 3 clusters Score -2270341 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2270416.250000 Penalty: 3244.021729
	Iteration 15Q: 3 clusters Score -2270416 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2270470.250000 Penalty: 3244.021729
	Iteration 16Q: 3 clusters Score -2270470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2270500.750000 Penalty: 3244.021729
	Iteration 17Q: 3 clusters Score -2270501 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2270529.500000 Penalty: 3244.021729
	Iteration 18Q: 3 clusters Score -2270530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2270546.750000 Penalty: 3244.021729
	Iteration 19Q: 3 clusters Score -2270547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2270567.500000 Penalty: 3244.021729
	Iteration 20F: 3 clusters Score -2270568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2270581.750000 Penalty: 3244.021729
	Iteration 21Q: 3 clusters Score -2270582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2270596.750000 Penalty: 3244.021729
	Iteration 22Q: 3 clusters Score -2270597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2270609.000000 Penalty: 3244.021729
	Iteration 23Q: 3 clusters Score -2270609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2270622.750000 Penalty: 3244.021729
	Iteration 24Q: 3 clusters Score -2270623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2270634.500000 Penalty: 3244.021729
	Iteration 25Q: 3 clusters Score -2270634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2270652.750000 Penalty: 3244.021729
	Iteration 26Q: 3 clusters Score -2270653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2270672.000000 Penalty: 3244.021729
	Iteration 27Q: 3 clusters Score -2270672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2270686.250000 Penalty: 3244.021729
	Iteration 28Q: 3 clusters Score -2270686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2270702.250000 Penalty: 3244.021729
	Iteration 29Q: 3 clusters Score -2270702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2270707.500000 Penalty: 3244.021729
	Iteration 30Q: 3 clusters Score -2270708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2270717.750000 Penalty: 3244.021729
	Iteration 31Q: 3 clusters Score -2270718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2270721.250000 Penalty: 3244.021729
	Iteration 32Q: 3 clusters Score -2270721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2270731.750000 Penalty: 3244.021729
	Iteration 33Q: 3 clusters Score -2270732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2270737.250000 Penalty: 3244.021729
	Iteration 34Q: 3 clusters Score -2270737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2270746.250000 Penalty: 3244.021729
	Iteration 35Q: 3 clusters Score -2270746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2270751.500000 Penalty: 3244.021729
	Iteration 36Q: 3 clusters Score -2270752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2270753.750000 Penalty: 3244.021729
	Iteration 37Q: 3 clusters Score -2270754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2270761.000000 Penalty: 3244.021729
	Iteration 38Q: 3 clusters Score -2270761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2270761.250000 Penalty: 3244.021729
	Iteration 39Q: 3 clusters Score -2270761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2270761.500000 Penalty: 3244.021729
	Iteration 40F: 3 clusters Score -2270762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2270763.000000 Penalty: 3244.021729
	Iteration 41Q: 3 clusters Score -2270763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2270764.500000 Penalty: 3244.021729
	Iteration 42Q: 3 clusters Score -2270764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2270768.000000 Penalty: 3244.021729
	Iteration 43Q: 3 clusters Score -2270768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2270766.250000 Penalty: 3244.021729
	Iteration 44Q: 3 clusters Score -2270766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2270766.750000 Penalty: 3244.021729
	Iteration 45Q: 3 clusters Score -2270767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2270768.500000 Penalty: 3244.021729
	Iteration 46Q: 3 clusters Score -2270768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2270765.500000 Penalty: 3244.021729
	Iteration 47Q: 3 clusters Score -2270766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2270765.500000 Penalty: 3244.021729
	Iteration 48Q: 3 clusters Score -2270766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2270767.750000 Penalty: 3244.021729
	Iteration 49Q: 3 clusters Score -2270768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2270772.750000 Penalty: 3244.021729
	Iteration 50Q: 3 clusters Score -2270773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2270776.250000 Penalty: 3244.021729
	Iteration 51Q: 3 clusters Score -2270776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2270781.000000 Penalty: 3244.021729
	Iteration 52Q: 3 clusters Score -2270781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2270782.750000 Penalty: 3244.021729
	Iteration 53Q: 3 clusters Score -2270783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2270786.250000 Penalty: 3244.021729
	Iteration 54Q: 3 clusters Score -2270786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2270788.750000 Penalty: 3244.021729
	Iteration 55Q: 3 clusters Score -2270789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2270785.000000 Penalty: 3244.021729
	Iteration 56Q: 3 clusters Score -2270785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2270786.750000 Penalty: 3244.021729
	Iteration 57Q: 3 clusters Score -2270787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2270786.000000 Penalty: 3244.021729
	Iteration 58Q: 3 clusters Score -2270786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2270787.750000 Penalty: 3244.021729
	Iteration 59Q: 3 clusters Score -2270788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2270785.500000 Penalty: 3244.021729
	Iteration 60F: 3 clusters Score -2270786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2270787.000000 Penalty: 3244.021729
	Iteration 61Q: 3 clusters Score -2270787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2270788.000000 Penalty: 3244.021729
	Iteration 62Q: 3 clusters Score -2270788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2270787.250000 Penalty: 3244.021729
	Iteration 63Q: 3 clusters Score -2270787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2270787.250000 Penalty: 3244.021729
	Iteration 64Q: 3 clusters Score -2270787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2270787.750000 Penalty: 3244.021729
	Iteration 65Q: 3 clusters Score -2270788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2270788.250000 Penalty: 3244.021729
	Iteration 66Q: 3 clusters Score -2270788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2270788.250000 Penalty: 3244.021729
	Iteration 67F: 3 clusters Score -2270788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Entering Unmasked Estep 
Score: -4906058.000000 Penalty: 1748.539062
	Iteration 0F: 2 clusters Score -4906058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4874397.500000 Penalty: 3497.078125
	Iteration 0F: 3 clusters Score -4874398 nChanged 22085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4887228.500000 Penalty: 3497.078125
	Iteration 1F: 3 clusters Score -4887228 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4887944.500000 Penalty: 3497.078125
	Iteration 2Q: 3 clusters Score -4887944 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4888865.000000 Penalty: 3497.078125
	Iteration 3Q: 3 clusters Score -4888865 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -4890334.000000 Penalty: 3497.078125
	Iteration 4F: 3 clusters Score -4890334 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -4892699.000000 Penalty: 3497.078125
	Iteration 5F: 3 clusters Score -4892699 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -4895994.500000 Penalty: 3497.078125
	Iteration 6F: 3 clusters Score -4895994 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -4899633.000000 Penalty: 3497.078125
	Iteration 7F: 3 clusters Score -4899633 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4902309.500000 Penalty: 3497.078125
	Iteration 8F: 3 clusters Score -4902310 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4903651.500000 Penalty: 3497.078125
	Iteration 9Q: 3 clusters Score -4903652 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4904150.000000 Penalty: 3497.078125
	Iteration 10Q: 3 clusters Score -4904150 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4904337.500000 Penalty: 3497.078125
	Iteration 11Q: 3 clusters Score -4904338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4904429.500000 Penalty: 3497.078125
	Iteration 12Q: 3 clusters Score -4904430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4904464.000000 Penalty: 3497.078125
	Iteration 13Q: 3 clusters Score -4904464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4904476.000000 Penalty: 3497.078125
	Iteration 14Q: 3 clusters Score -4904476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4904486.500000 Penalty: 3497.078125
	Iteration 15Q: 3 clusters Score -4904486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4904492.500000 Penalty: 3497.078125
	Iteration 16Q: 3 clusters Score -4904492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4904498.000000 Penalty: 3497.078125
	Iteration 17Q: 3 clusters Score -4904498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4904498.000000 Penalty: 3497.078125
	Iteration 18F: 3 clusters Score -4904498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 4 contains 39587 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 3326 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 30896 members 
Mstep: Class 11 contains 270815 members 
Mstep: Class 12 contains 313566 members 
Mstep: Class 14 contains 41710 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 94908 members 
Mstep: Class 20 contains 21625 members 
Mstep: Class 21 contains 47110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137352.000000 Penalty: 33526.671875
Iteration 39Q: 16 clusters Score -9.413735e+07 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 40128 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 30469 members 
Mstep: Class 11 contains 271177 members 
Mstep: Class 12 contains 314919 members 
Mstep: Class 14 contains 42261 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 92870 members 
Mstep: Class 20 contains 21785 members 
Mstep: Class 21 contains 47461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141344.000000 Penalty: 33526.671875
Iteration 40F: 16 clusters Score -9.414134e+07 nChanged 14452
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 16310 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 40516 members 
Mstep: Class 6 contains 2722 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 30079 members 
Mstep: Class 11 contains 270667 members 
Mstep: Class 12 contains 313319 members 
Mstep: Class 14 contains 42479 members 
Mstep: Class 16 contains 3250 members 
Mstep: Class 17 contains 91010 members 
Mstep: Class 20 contains 22057 members 
Mstep: Class 21 contains 47765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94142728.000000 Penalty: 33526.671875
Iteration 41Q: 16 clusters Score -9.414273e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 17328 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 40811 members 
Mstep: Class 6 contains 2761 members 
Mstep: Class 7 contains 3540 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 29712 members 
Mstep: Class 11 contains 270119 members 
Mstep: Class 12 contains 312588 members 
Mstep: Class 14 contains 42691 members 
Mstep: Class 16 contains 3243 members 
Mstep: Class 17 contains 89460 members 
Mstep: Class 20 contains 22273 members 
Mstep: Class 21 contains 48014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143184.000000 Penalty: 33526.671875
Iteration 42Q: 16 clusters Score -9.414318e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 18253 members 
Mstep: Class 3 contains 1875 members 
Mstep: Class 4 contains 41051 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 29394 members 
Mstep: Class 11 contains 269314 members 
Mstep: Class 12 contains 312299 members 
Mstep: Class 14 contains 42863 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 88185 members 
Mstep: Class 20 contains 22477 members 
Mstep: Class 21 contains 48233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143792.000000 Penalty: 33526.671875
Iteration 43Q: 16 clusters Score -9.414379e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 19072 members 
Mstep: Class 3 contains 1906 members 
Mstep: Class 4 contains 41260 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 3904 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 29100 members 
Mstep: Class 11 contains 268255 members 
Mstep: Class 12 contains 312359 members 
Mstep: Class 14 contains 43011 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 87139 members 
Mstep: Class 20 contains 22700 members 
Mstep: Class 21 contains 48427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144104.000000 Penalty: 33526.671875
Iteration 44Q: 16 clusters Score -9.41441e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 19791 members 
Mstep: Class 3 contains 1917 members 
Mstep: Class 4 contains 41432 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 28846 members 
Mstep: Class 11 contains 267058 members 
Mstep: Class 12 contains 312567 members 
Mstep: Class 14 contains 43167 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 86211 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 48641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144488.000000 Penalty: 33526.671875
Iteration 45Q: 16 clusters Score -9.414449e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 20470 members 
Mstep: Class 3 contains 1925 members 
Mstep: Class 4 contains 41575 members 
Mstep: Class 6 contains 2832 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 28657 members 
Mstep: Class 11 contains 265655 members 
Mstep: Class 12 contains 312939 members 
Mstep: Class 14 contains 43300 members 
Mstep: Class 16 contains 3248 members 
Mstep: Class 17 contains 85372 members 
Mstep: Class 20 contains 23214 members 
Mstep: Class 21 contains 48870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144576.000000 Penalty: 33526.671875
Iteration 46Q: 16 clusters Score -9.414458e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 21087 members 
Mstep: Class 3 contains 1937 members 
Mstep: Class 4 contains 41708 members 
Mstep: Class 6 contains 2849 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 28483 members 
Mstep: Class 11 contains 264060 members 
Mstep: Class 12 contains 313493 members 
Mstep: Class 14 contains 43417 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 17 contains 84603 members 
Mstep: Class 20 contains 23511 members 
Mstep: Class 21 contains 49127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144824.000000 Penalty: 33526.671875
Iteration 47Q: 16 clusters Score -9.414482e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 21614 members 
Mstep: Class 3 contains 1942 members 
Mstep: Class 4 contains 41826 members 
Mstep: Class 6 contains 2853 members 
Mstep: Class 7 contains 4592 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 28343 members 
Mstep: Class 11 contains 262288 members 
Mstep: Class 12 contains 314255 members 
Mstep: Class 14 contains 43536 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 17 contains 83924 members 
Mstep: Class 20 contains 23839 members 
Mstep: Class 21 contains 49397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145112.000000 Penalty: 33526.671875
Iteration 48Q: 16 clusters Score -9.414511e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 22043 members 
Mstep: Class 3 contains 1948 members 
Mstep: Class 4 contains 41948 members 
Mstep: Class 6 contains 2855 members 
Mstep: Class 7 contains 4755 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 28215 members 
Mstep: Class 11 contains 260257 members 
Mstep: Class 12 contains 315185 members 
Mstep: Class 14 contains 43681 members 
Mstep: Class 16 contains 3247 members 
Mstep: Class 17 contains 83311 members 
Mstep: Class 20 contains 24200 members 
Mstep: Class 21 contains 49720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145168.000000 Penalty: 33526.671875
Iteration 49Q: 16 clusters Score -9.414517e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 22409 members 
Mstep: Class 3 contains 1953 members 
Mstep: Class 4 contains 42074 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 4911 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 28065 members 
Mstep: Class 11 contains 258080 members 
Mstep: Class 12 contains 316307 members 
Mstep: Class 14 contains 43826 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 82765 members 
Mstep: Class 20 contains 24548 members 
Mstep: Class 21 contains 50006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145352.000000 Penalty: 33526.671875
Iteration 50Q: 16 clusters Score -9.414535e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 22730 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 42224 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 27935 members 
Mstep: Class 11 contains 255777 members 
Mstep: Class 12 contains 317544 members 
Mstep: Class 14 contains 43947 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 82210 members 
Mstep: Class 20 contains 24923 members 
Mstep: Class 21 contains 50329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145104.000000 Penalty: 33526.671875
Iteration 51Q: 16 clusters Score -9.41451e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 23012 members 
Mstep: Class 3 contains 1963 members 
Mstep: Class 4 contains 42389 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 7 contains 5161 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 27821 members 
Mstep: Class 11 contains 253096 members 
Mstep: Class 12 contains 319049 members 
Mstep: Class 14 contains 44092 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 81688 members 
Mstep: Class 20 contains 25318 members 
Mstep: Class 21 contains 50707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145136.000000 Penalty: 33526.671875
Iteration 52Q: 16 clusters Score -9.414514e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 23305 members 
Mstep: Class 3 contains 1970 members 
Mstep: Class 4 contains 42590 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 27751 members 
Mstep: Class 11 contains 250133 members 
Mstep: Class 12 contains 320701 members 
Mstep: Class 14 contains 44238 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 81179 members 
Mstep: Class 20 contains 25769 members 
Mstep: Class 21 contains 51073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145248.000000 Penalty: 33526.671875
Iteration 53Q: 16 clusters Score -9.414525e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 23621 members 
Mstep: Class 3 contains 1974 members 
Mstep: Class 4 contains 42828 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 5371 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 27730 members 
Mstep: Class 11 contains 246837 members 
Mstep: Class 12 contains 322485 members 
Mstep: Class 14 contains 44411 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 80691 members 
Mstep: Class 20 contains 26278 members 
Mstep: Class 21 contains 51481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145240.000000 Penalty: 33526.671875
Iteration 54Q: 16 clusters Score -9.414524e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 23932 members 
Mstep: Class 3 contains 1977 members 
Mstep: Class 4 contains 43083 members 
Mstep: Class 6 contains 2876 members 
Mstep: Class 7 contains 5475 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 27758 members 
Mstep: Class 11 contains 243290 members 
Mstep: Class 12 contains 324358 members 
Mstep: Class 14 contains 44619 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 80222 members 
Mstep: Class 20 contains 26842 members 
Mstep: Class 21 contains 51892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144392.000000 Penalty: 33526.671875
Iteration 55Q: 16 clusters Score -9.414439e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 24247 members 
Mstep: Class 3 contains 1978 members 
Mstep: Class 4 contains 43379 members 
Mstep: Class 6 contains 2885 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 27798 members 
Mstep: Class 11 contains 239648 members 
Mstep: Class 12 contains 326255 members 
Mstep: Class 14 contains 44821 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 79738 members 
Mstep: Class 20 contains 27408 members 
Mstep: Class 21 contains 52349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144032.000000 Penalty: 33526.671875
Iteration 56Q: 16 clusters Score -9.414403e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 24587 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 43713 members 
Mstep: Class 6 contains 2901 members 
Mstep: Class 7 contains 5663 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 27895 members 
Mstep: Class 11 contains 235909 members 
Mstep: Class 12 contains 328045 members 
Mstep: Class 14 contains 45023 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 79256 members 
Mstep: Class 20 contains 28049 members 
Mstep: Class 21 contains 52800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143088.000000 Penalty: 33526.671875
Iteration 57Q: 16 clusters Score -9.414309e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 24928 members 
Mstep: Class 3 contains 1985 members 
Mstep: Class 4 contains 44062 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 5753 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 28009 members 
Mstep: Class 11 contains 232154 members 
Mstep: Class 12 contains 329716 members 
Mstep: Class 14 contains 45280 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 78787 members 
Mstep: Class 20 contains 28741 members 
Mstep: Class 21 contains 53271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94142144.000000 Penalty: 33526.671875
Iteration 58Q: 16 clusters Score -9.414214e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 25242 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 44442 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 28200 members 
Mstep: Class 11 contains 228464 members 
Mstep: Class 12 contains 331196 members 
Mstep: Class 14 contains 45560 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 78342 members 
Mstep: Class 20 contains 29444 members 
Mstep: Class 21 contains 53730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141064.000000 Penalty: 33526.671875
Iteration 59Q: 16 clusters Score -9.414106e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 25569 members 
Mstep: Class 3 contains 1984 members 
Mstep: Class 4 contains 44813 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 5917 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 28418 members 
Mstep: Class 11 contains 224816 members 
Mstep: Class 12 contains 332521 members 
Mstep: Class 14 contains 45864 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 77946 members 
Mstep: Class 20 contains 30164 members 
Mstep: Class 21 contains 54203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140184.000000 Penalty: 33526.671875
Iteration 60F: 16 clusters Score -9.414018e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 25901 members 
Mstep: Class 3 contains 1985 members 
Mstep: Class 4 contains 45181 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 28611 members 
Mstep: Class 11 contains 221431 members 
Mstep: Class 12 contains 333580 members 
Mstep: Class 14 contains 46154 members 
Mstep: Class 16 contains 3252 members 
Mstep: Class 17 contains 77583 members 
Mstep: Class 20 contains 30907 members 
Mstep: Class 21 contains 54686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139840.000000 Penalty: 33526.671875
Iteration 61Q: 16 clusters Score -9.413984e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 26245 members 
Mstep: Class 3 contains 1989 members 
Mstep: Class 4 contains 45569 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 6084 members 
Mstep: Class 8 contains 2657 members 
Mstep: Class 9 contains 28814 members 
Mstep: Class 11 contains 218276 members 
Mstep: Class 12 contains 334176 members 
Mstep: Class 14 contains 46466 members 
Mstep: Class 16 contains 3248 members 
Mstep: Class 17 contains 77304 members 
Mstep: Class 20 contains 31718 members 
Mstep: Class 21 contains 55220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139504.000000 Penalty: 33526.671875
Iteration 62Q: 16 clusters Score -9.41395e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 26565 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 45954 members 
Mstep: Class 6 contains 2942 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 29053 members 
Mstep: Class 11 contains 215400 members 
Mstep: Class 12 contains 334473 members 
Mstep: Class 14 contains 46752 members 
Mstep: Class 16 contains 3243 members 
Mstep: Class 17 contains 77085 members 
Mstep: Class 20 contains 32567 members 
Mstep: Class 21 contains 55724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139240.000000 Penalty: 33526.671875
Iteration 63Q: 16 clusters Score -9.413924e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 26879 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 46286 members 
Mstep: Class 6 contains 2951 members 
Mstep: Class 7 contains 6263 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 29295 members 
Mstep: Class 11 contains 212774 members 
Mstep: Class 12 contains 334590 members 
Mstep: Class 14 contains 47059 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 76900 members 
Mstep: Class 20 contains 33409 members 
Mstep: Class 21 contains 56207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139624.000000 Penalty: 33526.671875
Iteration 64Q: 16 clusters Score -9.413962e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 27166 members 
Mstep: Class 3 contains 1989 members 
Mstep: Class 4 contains 46593 members 
Mstep: Class 6 contains 2950 members 
Mstep: Class 7 contains 6320 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 29536 members 
Mstep: Class 11 contains 210413 members 
Mstep: Class 12 contains 334450 members 
Mstep: Class 14 contains 47347 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 76780 members 
Mstep: Class 20 contains 34261 members 
Mstep: Class 21 contains 56719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139608.000000 Penalty: 33526.671875
Iteration 65Q: 16 clusters Score -9.413961e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 27409 members 
Mstep: Class 3 contains 1993 members 
Mstep: Class 4 contains 46853 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 29769 members 
Mstep: Class 11 contains 208358 members 
Mstep: Class 12 contains 334073 members 
Mstep: Class 14 contains 47633 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 76699 members 
Mstep: Class 20 contains 35139 members 
Mstep: Class 21 contains 57232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139640.000000 Penalty: 33526.671875
Iteration 66Q: 16 clusters Score -9.413964e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 27645 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 47100 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 6426 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 29974 members 
Mstep: Class 11 contains 206469 members 
Mstep: Class 12 contains 333625 members 
Mstep: Class 14 contains 47914 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 76637 members 
Mstep: Class 20 contains 36041 members 
Mstep: Class 21 contains 57702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140032.000000 Penalty: 33526.671875
Iteration 67Q: 16 clusters Score -9.414003e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 27829 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 47315 members 
Mstep: Class 6 contains 2971 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 30153 members 
Mstep: Class 11 contains 204849 members 
Mstep: Class 12 contains 333135 members 
Mstep: Class 14 contains 48138 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 76598 members 
Mstep: Class 20 contains 36936 members 
Mstep: Class 21 contains 58116 members 
Entering Unmasked Estep 
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Score: -94140600.000000 Penalty: 33526.671875
Iteration 68Q: 16 clusters Score -9.41406e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 27973 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 47508 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 30331 members 
Mstep: Class 11 contains 203379 members 
Mstep: Class 12 contains 332643 members 
Mstep: Class 14 contains 48323 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 76581 members 
Mstep: Class 20 contains 37843 members 
Mstep: Class 21 contains 58474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141360.000000 Penalty: 33526.671875
Iteration 69Q: 16 clusters Score -9.414136e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 28087 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 47660 members 
Mstep: Class 6 contains 2978 members 
Mstep: Class 7 contains 6507 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 30499 members 
Mstep: Class 11 contains 202084 members 
Mstep: Class 12 contains 332163 members 
Mstep: Class 14 contains 48477 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 76582 members 
Mstep: Class 20 contains 38724 members 
Mstep: Class 21 contains 58772 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 16 clusters Score -9.414174e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 28176 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 47805 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 30626 members 
Mstep: Class 11 contains 200950 members 
Mstep: Class 12 contains 331646 members 
Mstep: Class 14 contains 48598 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 76567 members 
Mstep: Class 20 contains 39616 members 
Mstep: Class 21 contains 59054 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 16 clusters Score -9.414208e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 28248 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 47914 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 30730 members 
Mstep: Class 11 contains 199926 members 
Mstep: Class 12 contains 331168 members 
Mstep: Class 14 contains 48686 members 
Mstep: Class 16 contains 3231 members 
Mstep: Class 17 contains 76573 members 
Mstep: Class 20 contains 40482 members 
Mstep: Class 21 contains 59314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94142624.000000 Penalty: 33526.671875
Iteration 72Q: 16 clusters Score -9.414262e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 28274 members 
Mstep: Class 3 contains 2012 members 
Mstep: Class 4 contains 48004 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 6545 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 30825 members 
Mstep: Class 11 contains 198978 members 
Mstep: Class 12 contains 330708 members 
Mstep: Class 14 contains 48760 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 17 contains 76587 members 
Mstep: Class 20 contains 41361 members 
Mstep: Class 21 contains 59567 members 
Entering Unmasked Estep 
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Score: -94142848.000000 Penalty: 33526.671875
Iteration 73Q: 16 clusters Score -9.414285e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 28295 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 48043 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 6550 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 30916 members 
Mstep: Class 11 contains 198124 members 
Mstep: Class 12 contains 330340 members 
Mstep: Class 14 contains 48795 members 
Mstep: Class 16 contains 3221 members 
Mstep: Class 17 contains 76631 members 
Mstep: Class 20 contains 42193 members 
Mstep: Class 21 contains 59759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143000.000000 Penalty: 33526.671875
Iteration 74Q: 16 clusters Score -9.4143e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 28313 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 48058 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6555 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 31007 members 
Mstep: Class 11 contains 197386 members 
Mstep: Class 12 contains 329925 members 
Mstep: Class 14 contains 48850 members 
Mstep: Class 16 contains 3214 members 
Mstep: Class 17 contains 76664 members 
Mstep: Class 20 contains 42998 members 
Mstep: Class 21 contains 59934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143544.000000 Penalty: 33526.671875
Iteration 75Q: 16 clusters Score -9.414354e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 28316 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 48057 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6559 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 31099 members 
Mstep: Class 11 contains 196698 members 
Mstep: Class 12 contains 329586 members 
Mstep: Class 14 contains 48874 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 17 contains 76691 members 
Mstep: Class 20 contains 43794 members 
Mstep: Class 21 contains 60068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143768.000000 Penalty: 33526.671875
Iteration 76Q: 16 clusters Score -9.414377e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 28314 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 48051 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6563 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 9 contains 31172 members 
Mstep: Class 11 contains 196072 members 
Mstep: Class 12 contains 329290 members 
Mstep: Class 14 contains 48894 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 17 contains 76688 members 
Mstep: Class 20 contains 44558 members 
Mstep: Class 21 contains 60196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144256.000000 Penalty: 33526.671875
Iteration 77Q: 16 clusters Score -9.414426e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 28295 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 48038 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 6568 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 31249 members 
Mstep: Class 11 contains 195478 members 
Mstep: Class 12 contains 329023 members 
Mstep: Class 14 contains 48902 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 76691 members 
Mstep: Class 20 contains 45294 members 
Mstep: Class 21 contains 60302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144472.000000 Penalty: 33526.671875
Iteration 78Q: 16 clusters Score -9.414447e+07 nChanged 2067
Entering ConstructFrom: 
Score: -94144472.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (60019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Entering Unmasked Estep 
Score: -5953808.000000 Penalty: 1787.892700
	Iteration 0F: 2 clusters Score -5953808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -5913775.000000 Penalty: 3575.785400
	Iteration 0F: 3 clusters Score -5913775 nChanged 28071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -5929719.000000 Penalty: 3575.785400
	Iteration 1F: 3 clusters Score -5929719 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -5930359.500000 Penalty: 3575.785400
	Iteration 2Q: 3 clusters Score -5930360 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -5931319.500000 Penalty: 3575.785400
	Iteration 3Q: 3 clusters Score -5931320 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -5932971.500000 Penalty: 3575.785400
	Iteration 4F: 3 clusters Score -5932972 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -5935888.500000 Penalty: 3575.785400
	Iteration 5F: 3 clusters Score -5935888 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -5940219.000000 Penalty: 3575.785400
	Iteration 6F: 3 clusters Score -5940219 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -5944892.000000 Penalty: 3575.785400
	Iteration 7F: 3 clusters Score -5944892 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -5948480.000000 Penalty: 3575.785400
	Iteration 8F: 3 clusters Score -5948480 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -5950645.500000 Penalty: 3575.785400
	Iteration 9Q: 3 clusters Score -5950646 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -5951650.000000 Penalty: 3575.785400
	Iteration 10Q: 3 clusters Score -5951650 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -5952015.000000 Penalty: 3575.785400
	Iteration 11Q: 3 clusters Score -5952015 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -5952154.500000 Penalty: 3575.785400
	Iteration 12Q: 3 clusters Score -5952154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -5952211.000000 Penalty: 3575.785400
	Iteration 13Q: 3 clusters Score -5952211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -5952232.000000 Penalty: 3575.785400
	Iteration 14Q: 3 clusters Score -5952232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -5952236.000000 Penalty: 3575.785400
	Iteration 15Q: 3 clusters Score -5952236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -5952240.000000 Penalty: 3575.785400
	Iteration 16Q: 3 clusters Score -5952240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -5952240.500000 Penalty: 3575.785400
	Iteration 17Q: 3 clusters Score -5952240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -5952248.000000 Penalty: 3575.785400
	Iteration 18Q: 3 clusters Score -5952248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -5952260.500000 Penalty: 3575.785400
	Iteration 19Q: 3 clusters Score -5952260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -5952268.500000 Penalty: 3575.785400
	Iteration 20F: 3 clusters Score -5952268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -5952270.000000 Penalty: 3575.785400
	Iteration 21Q: 3 clusters Score -5952270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -5952274.000000 Penalty: 3575.785400
	Iteration 22Q: 3 clusters Score -5952274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -5952274.000000 Penalty: 3575.785400
	Iteration 23Q: 3 clusters Score -5952274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -5952273.500000 Penalty: 3575.785400
	Iteration 24Q: 3 clusters Score -5952274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -5952277.000000 Penalty: 3575.785400
	Iteration 25Q: 3 clusters Score -5952277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -5952280.000000 Penalty: 3575.785400
	Iteration 26Q: 3 clusters Score -5952280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -5952280.000000 Penalty: 3575.785400
	Iteration 27F: 3 clusters Score -5952280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Entering Unmasked Estep 
Score: -2919410.000000 Penalty: 1665.610474
	Iteration 0F: 2 clusters Score -2919410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2900277.750000 Penalty: 3331.220947
	Iteration 0F: 3 clusters Score -2900278 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2907371.250000 Penalty: 3331.220947
	Iteration 1F: 3 clusters Score -2907371 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2907757.750000 Penalty: 3331.220947
	Iteration 2Q: 3 clusters Score -2907758 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2908267.750000 Penalty: 3331.220947
	Iteration 3Q: 3 clusters Score -2908268 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2909019.500000 Penalty: 3331.220947
	Iteration 4F: 3 clusters Score -2909020 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2910181.250000 Penalty: 3331.220947
	Iteration 5F: 3 clusters Score -2910181 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2911841.000000 Penalty: 3331.220947
	Iteration 6F: 3 clusters Score -2911841 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2913963.250000 Penalty: 3331.220947
	Iteration 7F: 3 clusters Score -2913963 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2915904.750000 Penalty: 3331.220947
	Iteration 8F: 3 clusters Score -2915905 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2917067.500000 Penalty: 3331.220947
	Iteration 9Q: 3 clusters Score -2917068 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2917559.250000 Penalty: 3331.220947
	Iteration 10Q: 3 clusters Score -2917559 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2917779.500000 Penalty: 3331.220947
	Iteration 11Q: 3 clusters Score -2917780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2917871.750000 Penalty: 3331.220947
	Iteration 12Q: 3 clusters Score -2917872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2917917.250000 Penalty: 3331.220947
	Iteration 13Q: 3 clusters Score -2917917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2917951.250000 Penalty: 3331.220947
	Iteration 14Q: 3 clusters Score -2917951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2917963.500000 Penalty: 3331.220947
	Iteration 15Q: 3 clusters Score -2917964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2917968.000000 Penalty: 3331.220947
	Iteration 16Q: 3 clusters Score -2917968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2917972.000000 Penalty: 3331.220947
	Iteration 17Q: 3 clusters Score -2917972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2917974.750000 Penalty: 3331.220947
	Iteration 18Q: 3 clusters Score -2917975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2917978.250000 Penalty: 3331.220947
	Iteration 19Q: 3 clusters Score -2917978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2917980.750000 Penalty: 3331.220947
	Iteration 20F: 3 clusters Score -2917981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2917983.000000 Penalty: 3331.220947
	Iteration 21Q: 3 clusters Score -2917983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2917985.750000 Penalty: 3331.220947
	Iteration 22Q: 3 clusters Score -2917986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2917989.250000 Penalty: 3331.220947
	Iteration 23Q: 3 clusters Score -2917989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2918000.000000 Penalty: 3331.220947
	Iteration 24Q: 3 clusters Score -2918000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2918001.500000 Penalty: 3331.220947
	Iteration 25Q: 3 clusters Score -2918002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2918013.000000 Penalty: 3331.220947
	Iteration 26Q: 3 clusters Score -2918013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2918012.000000 Penalty: 3331.220947
	Iteration 27Q: 3 clusters Score -2918012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2918012.000000 Penalty: 3331.220947
	Iteration 28F: 3 clusters Score -2918012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -195657.656250 Penalty: 1235.876221
	Iteration 0F: 2 clusters Score -195657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -193555.390625 Penalty: 2471.752441
	Iteration 0F: 3 clusters Score -193555.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -194074.593750 Penalty: 2471.752441
	Iteration 1F: 3 clusters Score -194074.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -194289.484375 Penalty: 2471.752441
	Iteration 2F: 3 clusters Score -194289.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194423.937500 Penalty: 2471.752441
	Iteration 3F: 3 clusters Score -194423.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -194513.140625 Penalty: 2471.752441
	Iteration 4F: 3 clusters Score -194513.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -194570.984375 Penalty: 2471.752441
	Iteration 5Q: 3 clusters Score -194571 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -194612.968750 Penalty: 2471.752441
	Iteration 6Q: 3 clusters Score -194613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -194641.921875 Penalty: 2471.752441
	Iteration 7Q: 3 clusters Score -194641.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -194663.703125 Penalty: 2471.752441
	Iteration 8Q: 3 clusters Score -194663.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -194683.625000 Penalty: 2471.752441
	Iteration 9Q: 3 clusters Score -194683.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -194702.500000 Penalty: 2471.752441
	Iteration 10Q: 3 clusters Score -194702.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -194711.656250 Penalty: 2471.752441
	Iteration 11Q: 3 clusters Score -194711.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -194719.687500 Penalty: 2471.752441
	Iteration 12Q: 3 clusters Score -194719.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -194726.671875 Penalty: 2471.752441
	Iteration 13Q: 3 clusters Score -194726.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -194735.140625 Penalty: 2471.752441
	Iteration 14Q: 3 clusters Score -194735.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -194743.765625 Penalty: 2471.752441
	Iteration 15Q: 3 clusters Score -194743.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -194750.265625 Penalty: 2471.752441
	Iteration 16Q: 3 clusters Score -194750.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -194753.156250 Penalty: 2471.752441
	Iteration 17Q: 3 clusters Score -194753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -194756.718750 Penalty: 2471.752441
	Iteration 18Q: 3 clusters Score -194756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -194759.421875 Penalty: 2471.752441
	Iteration 19Q: 3 clusters Score -194759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -194762.078125 Penalty: 2471.752441
	Iteration 20F: 3 clusters Score -194762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -194763.453125 Penalty: 2471.752441
	Iteration 21Q: 3 clusters Score -194763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -194767.250000 Penalty: 2471.752441
	Iteration 22Q: 3 clusters Score -194767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -194769.578125 Penalty: 2471.752441
	Iteration 23Q: 3 clusters Score -194769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -194770.156250 Penalty: 2471.752441
	Iteration 24Q: 3 clusters Score -194770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -194770.515625 Penalty: 2471.752441
	Iteration 25Q: 3 clusters Score -194770.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -194771.546875 Penalty: 2471.752441
	Iteration 26Q: 3 clusters Score -194771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -194771.671875 Penalty: 2471.752441
	Iteration 27Q: 3 clusters Score -194771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -194771.671875 Penalty: 2471.752441
	Iteration 28F: 3 clusters Score -194771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Entering Unmasked Estep 
Score: -4943155.500000 Penalty: 1751.620972
	Iteration 0F: 2 clusters Score -4943156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4910988.000000 Penalty: 3503.241943
	Iteration 0F: 3 clusters Score -4910988 nChanged 22492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4923522.500000 Penalty: 3503.241943
	Iteration 1F: 3 clusters Score -4923522 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4923923.000000 Penalty: 3503.241943
	Iteration 2Q: 3 clusters Score -4923923 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -4924373.000000 Penalty: 3503.241943
	Iteration 3Q: 3 clusters Score -4924373 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4924834.500000 Penalty: 3503.241943
	Iteration 4Q: 3 clusters Score -4924834 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -4925531.500000 Penalty: 3503.241943
	Iteration 5Q: 3 clusters Score -4925532 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -4926407.000000 Penalty: 3503.241943
	Iteration 6Q: 3 clusters Score -4926407 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -4927573.500000 Penalty: 3503.241943
	Iteration 7Q: 3 clusters Score -4927574 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4929108.500000 Penalty: 3503.241943
	Iteration 8F: 3 clusters Score -4929108 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -4931099.000000 Penalty: 3503.241943
	Iteration 9F: 3 clusters Score -4931099 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -4932999.500000 Penalty: 3503.241943
	Iteration 10F: 3 clusters Score -4933000 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -4934338.000000 Penalty: 3503.241943
	Iteration 11F: 3 clusters Score -4934338 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4934936.500000 Penalty: 3503.241943
	Iteration 12Q: 3 clusters Score -4934936 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -4935283.500000 Penalty: 3503.241943
	Iteration 13Q: 3 clusters Score -4935284 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4935517.000000 Penalty: 3503.241943
	Iteration 14Q: 3 clusters Score -4935517 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -4935717.500000 Penalty: 3503.241943
	Iteration 15Q: 3 clusters Score -4935718 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -4935878.500000 Penalty: 3503.241943
	Iteration 16Q: 3 clusters Score -4935878 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4936124.500000 Penalty: 3503.241943
	Iteration 17Q: 3 clusters Score -4936124 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4936351.000000 Penalty: 3503.241943
	Iteration 18Q: 3 clusters Score -4936351 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4936578.500000 Penalty: 3503.241943
	Iteration 19Q: 3 clusters Score -4936578 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4936787.000000 Penalty: 3503.241943
	Iteration 20F: 3 clusters Score -4936787 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4936974.500000 Penalty: 3503.241943
	Iteration 21Q: 3 clusters Score -4936974 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4937162.500000 Penalty: 3503.241943
	Iteration 22Q: 3 clusters Score -4937162 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4937327.500000 Penalty: 3503.241943
	Iteration 23Q: 3 clusters Score -4937328 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -4937509.000000 Penalty: 3503.241943
	Iteration 24Q: 3 clusters Score -4937509 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4937719.000000 Penalty: 3503.241943
	Iteration 25Q: 3 clusters Score -4937719 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4937879.500000 Penalty: 3503.241943
	Iteration 26Q: 3 clusters Score -4937880 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -4938057.500000 Penalty: 3503.241943
	Iteration 27Q: 3 clusters Score -4938058 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -4938236.000000 Penalty: 3503.241943
	Iteration 28Q: 3 clusters Score -4938236 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4938399.500000 Penalty: 3503.241943
	Iteration 29Q: 3 clusters Score -4938400 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -4938524.500000 Penalty: 3503.241943
	Iteration 30Q: 3 clusters Score -4938524 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4938662.000000 Penalty: 3503.241943
	Iteration 31Q: 3 clusters Score -4938662 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -4938791.500000 Penalty: 3503.241943
	Iteration 32Q: 3 clusters Score -4938792 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -4938954.500000 Penalty: 3503.241943
	Iteration 33Q: 3 clusters Score -4938954 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -4939097.000000 Penalty: 3503.241943
	Iteration 34Q: 3 clusters Score -4939097 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4939225.500000 Penalty: 3503.241943
	Iteration 35Q: 3 clusters Score -4939226 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -4939365.500000 Penalty: 3503.241943
	Iteration 36Q: 3 clusters Score -4939366 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -4939506.500000 Penalty: 3503.241943
	Iteration 37Q: 3 clusters Score -4939506 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -4939663.000000 Penalty: 3503.241943
	Iteration 38Q: 3 clusters Score -4939663 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -4939821.500000 Penalty: 3503.241943
	Iteration 39Q: 3 clusters Score -4939822 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -4939974.000000 Penalty: 3503.241943
	Iteration 40F: 3 clusters Score -4939974 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4940108.000000 Penalty: 3503.241943
	Iteration 41Q: 3 clusters Score -4940108 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4940217.500000 Penalty: 3503.241943
	Iteration 42Q: 3 clusters Score -4940218 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -4940354.000000 Penalty: 3503.241943
	Iteration 43Q: 3 clusters Score -4940354 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -4940497.000000 Penalty: 3503.241943
	Iteration 44Q: 3 clusters Score -4940497 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4940593.000000 Penalty: 3503.241943
	Iteration 45Q: 3 clusters Score -4940593 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -4940691.500000 Penalty: 3503.241943
	Iteration 46Q: 3 clusters Score -4940692 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4940818.500000 Penalty: 3503.241943
	Iteration 47Q: 3 clusters Score -4940818 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4940917.000000 Penalty: 3503.241943
	Iteration 48Q: 3 clusters Score -4940917 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4940971.000000 Penalty: 3503.241943
	Iteration 49Q: 3 clusters Score -4940971 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4941034.500000 Penalty: 3503.241943
	Iteration 50Q: 3 clusters Score -4941034 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -4941143.500000 Penalty: 3503.241943
	Iteration 51Q: 3 clusters Score -4941144 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4941234.500000 Penalty: 3503.241943
	Iteration 52Q: 3 clusters Score -4941234 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4941323.500000 Penalty: 3503.241943
	Iteration 53Q: 3 clusters Score -4941324 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4941404.000000 Penalty: 3503.241943
	Iteration 54Q: 3 clusters Score -4941404 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4941467.000000 Penalty: 3503.241943
	Iteration 55Q: 3 clusters Score -4941467 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4941539.000000 Penalty: 3503.241943
	Iteration 56Q: 3 clusters Score -4941539 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4941579.500000 Penalty: 3503.241943
	Iteration 57Q: 3 clusters Score -4941580 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4941623.500000 Penalty: 3503.241943
	Iteration 58Q: 3 clusters Score -4941624 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4941670.000000 Penalty: 3503.241943
	Iteration 59Q: 3 clusters Score -4941670 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4941709.000000 Penalty: 3503.241943
	Iteration 60F: 3 clusters Score -4941709 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4941759.500000 Penalty: 3503.241943
	Iteration 61Q: 3 clusters Score -4941760 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4941801.000000 Penalty: 3503.241943
	Iteration 62Q: 3 clusters Score -4941801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4941839.500000 Penalty: 3503.241943
	Iteration 63Q: 3 clusters Score -4941840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4941858.500000 Penalty: 3503.241943
	Iteration 64Q: 3 clusters Score -4941858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4941880.500000 Penalty: 3503.241943
	Iteration 65Q: 3 clusters Score -4941880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4941911.000000 Penalty: 3503.241943
	Iteration 66Q: 3 clusters Score -4941911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4941936.000000 Penalty: 3503.241943
	Iteration 67Q: 3 clusters Score -4941936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4941943.000000 Penalty: 3503.241943
	Iteration 68Q: 3 clusters Score -4941943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4941953.000000 Penalty: 3503.241943
	Iteration 69Q: 3 clusters Score -4941953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4941963.000000 Penalty: 3503.241943
	Iteration 70Q: 3 clusters Score -4941963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4941962.000000 Penalty: 3503.241943
	Iteration 71Q: 3 clusters Score -4941962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4941972.500000 Penalty: 3503.241943
	Iteration 72Q: 3 clusters Score -4941972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4941986.500000 Penalty: 3503.241943
	Iteration 73Q: 3 clusters Score -4941986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4941994.000000 Penalty: 3503.241943
	Iteration 74Q: 3 clusters Score -4941994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4942006.000000 Penalty: 3503.241943
	Iteration 75Q: 3 clusters Score -4942006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4942005.500000 Penalty: 3503.241943
	Iteration 76Q: 3 clusters Score -4942006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4942017.500000 Penalty: 3503.241943
	Iteration 77Q: 3 clusters Score -4942018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4942018.000000 Penalty: 3503.241943
	Iteration 78Q: 3 clusters Score -4942018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4942018.500000 Penalty: 3503.241943
	Iteration 79Q: 3 clusters Score -4942018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4942019.500000 Penalty: 3503.241943
	Iteration 80F: 3 clusters Score -4942020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4942020.000000 Penalty: 3503.241943
	Iteration 81Q: 3 clusters Score -4942020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4942025.000000 Penalty: 3503.241943
	Iteration 82Q: 3 clusters Score -4942025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4942025.000000 Penalty: 3503.241943
	Iteration 83F: 3 clusters Score -4942025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -286059.531250 Penalty: 1301.953003
	Iteration 0F: 2 clusters Score -286059.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -283370.218750 Penalty: 2603.906006
	Iteration 0F: 3 clusters Score -283370.2 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -284119.406250 Penalty: 2603.906006
	Iteration 1F: 3 clusters Score -284119.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -284361.343750 Penalty: 2603.906006
	Iteration 2F: 3 clusters Score -284361.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -284593.406250 Penalty: 2603.906006
	Iteration 3F: 3 clusters Score -284593.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -284719.437500 Penalty: 2603.906006
	Iteration 4F: 3 clusters Score -284719.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -284789.781250 Penalty: 2603.906006
	Iteration 5Q: 3 clusters Score -284789.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -284861.062500 Penalty: 2603.906006
	Iteration 6Q: 3 clusters Score -284861.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -284933.750000 Penalty: 2603.906006
	Iteration 7Q: 3 clusters Score -284933.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -284989.843750 Penalty: 2603.906006
	Iteration 8Q: 3 clusters Score -284989.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -285040.468750 Penalty: 2603.906006
	Iteration 9Q: 3 clusters Score -285040.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -285081.281250 Penalty: 2603.906006
	Iteration 10Q: 3 clusters Score -285081.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -285118.406250 Penalty: 2603.906006
	Iteration 11Q: 3 clusters Score -285118.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -285159.718750 Penalty: 2603.906006
	Iteration 12Q: 3 clusters Score -285159.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -285210.281250 Penalty: 2603.906006
	Iteration 13Q: 3 clusters Score -285210.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -285255.031250 Penalty: 2603.906006
	Iteration 14Q: 3 clusters Score -285255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -285298.000000 Penalty: 2603.906006
	Iteration 15Q: 3 clusters Score -285298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -285345.531250 Penalty: 2603.906006
	Iteration 16Q: 3 clusters Score -285345.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -285381.156250 Penalty: 2603.906006
	Iteration 17Q: 3 clusters Score -285381.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -285401.656250 Penalty: 2603.906006
	Iteration 18Q: 3 clusters Score -285401.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -285419.468750 Penalty: 2603.906006
	Iteration 19Q: 3 clusters Score -285419.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -285440.562500 Penalty: 2603.906006
	Iteration 20F: 3 clusters Score -285440.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -285459.156250 Penalty: 2603.906006
	Iteration 21Q: 3 clusters Score -285459.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -285475.250000 Penalty: 2603.906006
	Iteration 22Q: 3 clusters Score -285475.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -285491.437500 Penalty: 2603.906006
	Iteration 23Q: 3 clusters Score -285491.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -285502.687500 Penalty: 2603.906006
	Iteration 24Q: 3 clusters Score -285502.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -285517.343750 Penalty: 2603.906006
	Iteration 25Q: 3 clusters Score -285517.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -285537.218750 Penalty: 2603.906006
	Iteration 26Q: 3 clusters Score -285537.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -285549.343750 Penalty: 2603.906006
	Iteration 27Q: 3 clusters Score -285549.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -285562.468750 Penalty: 2603.906006
	Iteration 28Q: 3 clusters Score -285562.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -285578.562500 Penalty: 2603.906006
	Iteration 29Q: 3 clusters Score -285578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -285587.593750 Penalty: 2603.906006
	Iteration 30Q: 3 clusters Score -285587.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -285594.750000 Penalty: 2603.906006
	Iteration 31Q: 3 clusters Score -285594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -285597.156250 Penalty: 2603.906006
	Iteration 32Q: 3 clusters Score -285597.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -285601.093750 Penalty: 2603.906006
	Iteration 33Q: 3 clusters Score -285601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -285603.875000 Penalty: 2603.906006
	Iteration 34Q: 3 clusters Score -285603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -285607.750000 Penalty: 2603.906006
	Iteration 35Q: 3 clusters Score -285607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -285610.593750 Penalty: 2603.906006
	Iteration 36Q: 3 clusters Score -285610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -285611.500000 Penalty: 2603.906006
	Iteration 37Q: 3 clusters Score -285611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -285611.937500 Penalty: 2603.906006
	Iteration 38Q: 3 clusters Score -285611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -285611.937500 Penalty: 2603.906006
	Iteration 39F: 3 clusters Score -285611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Entering Unmasked Estep 
Score: -631242.500000 Penalty: 1428.591797
	Iteration 0F: 2 clusters Score -631242.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -626296.562500 Penalty: 2857.183594
	Iteration 0F: 3 clusters Score -626296.6 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -628108.687500 Penalty: 2857.183594
	Iteration 1F: 3 clusters Score -628108.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -628729.000000 Penalty: 2857.183594
	Iteration 2F: 3 clusters Score -628729 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -629233.062500 Penalty: 2857.183594
	Iteration 3F: 3 clusters Score -629233.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -629682.437500 Penalty: 2857.183594
	Iteration 4F: 3 clusters Score -629682.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -630036.062500 Penalty: 2857.183594
	Iteration 5F: 3 clusters Score -630036.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -630294.750000 Penalty: 2857.183594
	Iteration 6F: 3 clusters Score -630294.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -630492.312500 Penalty: 2857.183594
	Iteration 7Q: 3 clusters Score -630492.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -630616.250000 Penalty: 2857.183594
	Iteration 8Q: 3 clusters Score -630616.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -630705.437500 Penalty: 2857.183594
	Iteration 9Q: 3 clusters Score -630705.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -630789.062500 Penalty: 2857.183594
	Iteration 10Q: 3 clusters Score -630789.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -630866.437500 Penalty: 2857.183594
	Iteration 11Q: 3 clusters Score -630866.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -630953.625000 Penalty: 2857.183594
	Iteration 12Q: 3 clusters Score -630953.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -631013.437500 Penalty: 2857.183594
	Iteration 13Q: 3 clusters Score -631013.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -631058.562500 Penalty: 2857.183594
	Iteration 14Q: 3 clusters Score -631058.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -631082.062500 Penalty: 2857.183594
	Iteration 15Q: 3 clusters Score -631082.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -631101.062500 Penalty: 2857.183594
	Iteration 16Q: 3 clusters Score -631101.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -631114.312500 Penalty: 2857.183594
	Iteration 17Q: 3 clusters Score -631114.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -631125.437500 Penalty: 2857.183594
	Iteration 18Q: 3 clusters Score -631125.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -631133.812500 Penalty: 2857.183594
	Iteration 19Q: 3 clusters Score -631133.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -631143.625000 Penalty: 2857.183594
	Iteration 20F: 3 clusters Score -631143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -631151.125000 Penalty: 2857.183594
	Iteration 21Q: 3 clusters Score -631151.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -631156.625000 Penalty: 2857.183594
	Iteration 22Q: 3 clusters Score -631156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -631161.500000 Penalty: 2857.183594
	Iteration 23Q: 3 clusters Score -631161.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -631167.375000 Penalty: 2857.183594
	Iteration 24Q: 3 clusters Score -631167.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -631167.000000 Penalty: 2857.183594
	Iteration 25Q: 3 clusters Score -631167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -631166.687500 Penalty: 2857.183594
	Iteration 26Q: 3 clusters Score -631166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -631168.812500 Penalty: 2857.183594
	Iteration 27Q: 3 clusters Score -631168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -631169.625000 Penalty: 2857.183594
	Iteration 28Q: 3 clusters Score -631169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -631169.687500 Penalty: 2857.183594
	Iteration 29Q: 3 clusters Score -631169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -631170.625000 Penalty: 2857.183594
	Iteration 30Q: 3 clusters Score -631170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -631171.312500 Penalty: 2857.183594
	Iteration 31Q: 3 clusters Score -631171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -631172.687500 Penalty: 2857.183594
	Iteration 32Q: 3 clusters Score -631172.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -631172.687500 Penalty: 2857.183594
	Iteration 33F: 3 clusters Score -631172.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -268929.906250 Penalty: 1280.138672
	Iteration 0F: 2 clusters Score -268929.9 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 1370 members 
Entering Unmasked Estep 
Score: -266419.343750 Penalty: 2560.277344
	Iteration 0F: 3 clusters Score -266419.3 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -267006.156250 Penalty: 2560.277344
	Iteration 1F: 3 clusters Score -267006.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -267122.343750 Penalty: 2560.277344
	Iteration 2F: 3 clusters Score -267122.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -267195.062500 Penalty: 2560.277344
	Iteration 3Q: 3 clusters Score -267195.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -267258.718750 Penalty: 2560.277344
	Iteration 4Q: 3 clusters Score -267258.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -267298.250000 Penalty: 2560.277344
	Iteration 5Q: 3 clusters Score -267298.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -267335.218750 Penalty: 2560.277344
	Iteration 6Q: 3 clusters Score -267335.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -267370.718750 Penalty: 2560.277344
	Iteration 7Q: 3 clusters Score -267370.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -267416.218750 Penalty: 2560.277344
	Iteration 8Q: 3 clusters Score -267416.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -267457.343750 Penalty: 2560.277344
	Iteration 9Q: 3 clusters Score -267457.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -267517.031250 Penalty: 2560.277344
	Iteration 10Q: 3 clusters Score -267517 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -267582.687500 Penalty: 2560.277344
	Iteration 11Q: 3 clusters Score -267582.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -267654.156250 Penalty: 2560.277344
	Iteration 12Q: 3 clusters Score -267654.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -267713.375000 Penalty: 2560.277344
	Iteration 13Q: 3 clusters Score -267713.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -267762.062500 Penalty: 2560.277344
	Iteration 14Q: 3 clusters Score -267762.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -267800.843750 Penalty: 2560.277344
	Iteration 15Q: 3 clusters Score -267800.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -267820.500000 Penalty: 2560.277344
	Iteration 16Q: 3 clusters Score -267820.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -267832.968750 Penalty: 2560.277344
	Iteration 17Q: 3 clusters Score -267833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -267842.781250 Penalty: 2560.277344
	Iteration 18Q: 3 clusters Score -267842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -267849.250000 Penalty: 2560.277344
	Iteration 19Q: 3 clusters Score -267849.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -267854.125000 Penalty: 2560.277344
	Iteration 20F: 3 clusters Score -267854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -267856.937500 Penalty: 2560.277344
	Iteration 21Q: 3 clusters Score -267856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -267857.062500 Penalty: 2560.277344
	Iteration 22Q: 3 clusters Score -267857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -267857.062500 Penalty: 2560.277344
	Iteration 23F: 3 clusters Score -267857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Entering Unmasked Estep 
Score: -3237261.750000 Penalty: 1682.176025
	Iteration 0F: 2 clusters Score -3237262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3216211.000000 Penalty: 3364.352051
	Iteration 0F: 3 clusters Score -3216211 nChanged 14495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3224277.500000 Penalty: 3364.352051
	Iteration 1F: 3 clusters Score -3224278 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3224666.000000 Penalty: 3364.352051
	Iteration 2Q: 3 clusters Score -3224666 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3224999.750000 Penalty: 3364.352051
	Iteration 3Q: 3 clusters Score -3225000 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3225348.250000 Penalty: 3364.352051
	Iteration 4Q: 3 clusters Score -3225348 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3225730.500000 Penalty: 3364.352051
	Iteration 5Q: 3 clusters Score -3225730 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3226245.250000 Penalty: 3364.352051
	Iteration 6Q: 3 clusters Score -3226245 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3227044.750000 Penalty: 3364.352051
	Iteration 7Q: 3 clusters Score -3227045 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3228181.000000 Penalty: 3364.352051
	Iteration 8F: 3 clusters Score -3228181 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3229761.250000 Penalty: 3364.352051
	Iteration 9F: 3 clusters Score -3229761 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3231550.250000 Penalty: 3364.352051
	Iteration 10F: 3 clusters Score -3231550 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -3233276.750000 Penalty: 3364.352051
	Iteration 11F: 3 clusters Score -3233277 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -3234431.000000 Penalty: 3364.352051
	Iteration 12Q: 3 clusters Score -3234431 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3235100.250000 Penalty: 3364.352051
	Iteration 13Q: 3 clusters Score -3235100 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -3235414.750000 Penalty: 3364.352051
	Iteration 14Q: 3 clusters Score -3235415 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -3235589.000000 Penalty: 3364.352051
	Iteration 15Q: 3 clusters Score -3235589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3235662.250000 Penalty: 3364.352051
	Iteration 16Q: 3 clusters Score -3235662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -3235708.000000 Penalty: 3364.352051
	Iteration 17Q: 3 clusters Score -3235708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3235731.000000 Penalty: 3364.352051
	Iteration 18Q: 3 clusters Score -3235731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -3235745.750000 Penalty: 3364.352051
	Iteration 19Q: 3 clusters Score -3235746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3235750.250000 Penalty: 3364.352051
	Iteration 20F: 3 clusters Score -3235750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3235762.000000 Penalty: 3364.352051
	Iteration 21Q: 3 clusters Score -3235762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3235762.750000 Penalty: 3364.352051
	Iteration 22Q: 3 clusters Score -3235763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3235769.250000 Penalty: 3364.352051
	Iteration 23Q: 3 clusters Score -3235769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -3235772.000000 Penalty: 3364.352051
	Iteration 24Q: 3 clusters Score -3235772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -3235775.750000 Penalty: 3364.352051
	Iteration 25Q: 3 clusters Score -3235776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3235780.000000 Penalty: 3364.352051
	Iteration 26Q: 3 clusters Score -3235780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3235780.250000 Penalty: 3364.352051
	Iteration 27Q: 3 clusters Score -3235780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3235784.750000 Penalty: 3364.352051
	Iteration 28Q: 3 clusters Score -3235785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -3235782.500000 Penalty: 3364.352051
	Iteration 29Q: 3 clusters Score -3235782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3235786.250000 Penalty: 3364.352051
	Iteration 30Q: 3 clusters Score -3235786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3235789.250000 Penalty: 3364.352051
	Iteration 31Q: 3 clusters Score -3235789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3235789.250000 Penalty: 3364.352051
	Iteration 32F: 3 clusters Score -3235789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (194913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194913 members 
Entering Unmasked Estep 
Score: -19818440.000000 Penalty: 1979.300049
	Iteration 0F: 2 clusters Score -1.981844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -19690038.000000 Penalty: 3958.600098
	Iteration 0F: 3 clusters Score -1.969004e+07 nChanged 94296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -19746158.000000 Penalty: 3958.600098
	Iteration 1F: 3 clusters Score -1.974616e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -19748136.000000 Penalty: 3958.600098
	Iteration 2Q: 3 clusters Score -1.974814e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118267 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -19751462.000000 Penalty: 3958.600098
	Iteration 3Q: 3 clusters Score -1.975146e+07 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129678 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -19758512.000000 Penalty: 3958.600098
	Iteration 4F: 3 clusters Score -1.975851e+07 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145330 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -19771114.000000 Penalty: 3958.600098
	Iteration 5F: 3 clusters Score -1.977111e+07 nChanged 18212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163402 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -19788274.000000 Penalty: 3958.600098
	Iteration 6F: 3 clusters Score -1.978827e+07 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -19803406.000000 Penalty: 3958.600098
	Iteration 7F: 3 clusters Score -1.980341e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187904 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -19811904.000000 Penalty: 3958.600098
	Iteration 8Q: 3 clusters Score -1.98119e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191561 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -19815202.000000 Penalty: 3958.600098
	Iteration 9Q: 3 clusters Score -1.98152e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192856 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19816372.000000 Penalty: 3958.600098
	Iteration 10Q: 3 clusters Score -1.981637e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193337 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -19816778.000000 Penalty: 3958.600098
	Iteration 11Q: 3 clusters Score -1.981678e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193557 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -19816906.000000 Penalty: 3958.600098
	Iteration 12Q: 3 clusters Score -1.981691e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193684 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19817048.000000 Penalty: 3958.600098
	Iteration 13Q: 3 clusters Score -1.981705e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193770 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19817106.000000 Penalty: 3958.600098
	Iteration 14Q: 3 clusters Score -1.981711e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193823 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -19817140.000000 Penalty: 3958.600098
	Iteration 15Q: 3 clusters Score -1.981714e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193858 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19817194.000000 Penalty: 3958.600098
	Iteration 16Q: 3 clusters Score -1.981719e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193873 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -19817186.000000 Penalty: 3958.600098
	Iteration 17Q: 3 clusters Score -1.981719e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193897 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19817200.000000 Penalty: 3958.600098
	Iteration 18Q: 3 clusters Score -1.98172e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193914 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19817202.000000 Penalty: 3958.600098
	Iteration 19Q: 3 clusters Score -1.98172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193924 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19817236.000000 Penalty: 3958.600098
	Iteration 20F: 3 clusters Score -1.981724e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193928 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19817246.000000 Penalty: 3958.600098
	Iteration 21Q: 3 clusters Score -1.981725e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193930 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -19817246.000000 Penalty: 3958.600098
	Iteration 22Q: 3 clusters Score -1.981725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193933 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19817248.000000 Penalty: 3958.600098
	Iteration 23Q: 3 clusters Score -1.981725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193939 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19817246.000000 Penalty: 3958.600098
	Iteration 24Q: 3 clusters Score -1.981725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193944 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19817246.000000 Penalty: 3958.600098
	Iteration 25Q: 3 clusters Score -1.981725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193949 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19817262.000000 Penalty: 3958.600098
	Iteration 26Q: 3 clusters Score -1.981726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193953 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -19817256.000000 Penalty: 3958.600098
	Iteration 27Q: 3 clusters Score -1.981726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193959 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19817272.000000 Penalty: 3958.600098
	Iteration 28Q: 3 clusters Score -1.981727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193962 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -19817262.000000 Penalty: 3958.600098
	Iteration 29Q: 3 clusters Score -1.981726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193966 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -19817268.000000 Penalty: 3958.600098
	Iteration 30Q: 3 clusters Score -1.981727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19817274.000000 Penalty: 3958.600098
	Iteration 31Q: 3 clusters Score -1.981727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19817264.000000 Penalty: 3958.600098
	Iteration 32Q: 3 clusters Score -1.981726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -19817264.000000 Penalty: 3958.600098
	Iteration 33Q: 3 clusters Score -1.981726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19817272.000000 Penalty: 3958.600098
	Iteration 34Q: 3 clusters Score -1.981727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193972 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19817268.000000 Penalty: 3958.600098
	Iteration 35Q: 3 clusters Score -1.981727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193976 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -19817278.000000 Penalty: 3958.600098
	Iteration 36Q: 3 clusters Score -1.981728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193978 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19817284.000000 Penalty: 3958.600098
	Iteration 37Q: 3 clusters Score -1.981728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193977 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -19817280.000000 Penalty: 3958.600098
	Iteration 38Q: 3 clusters Score -1.981728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193978 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19817282.000000 Penalty: 3958.600098
	Iteration 39Q: 3 clusters Score -1.981728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193975 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -19817300.000000 Penalty: 3958.600098
	Iteration 40F: 3 clusters Score -1.98173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193976 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -19817286.000000 Penalty: 3958.600098
	Iteration 41Q: 3 clusters Score -1.981729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193977 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -19817304.000000 Penalty: 3958.600098
	Iteration 42Q: 3 clusters Score -1.98173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193978 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19817284.000000 Penalty: 3958.600098
	Iteration 43Q: 3 clusters Score -1.981728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193982 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19817302.000000 Penalty: 3958.600098
	Iteration 44Q: 3 clusters Score -1.98173e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193982 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19817334.000000 Penalty: 3958.600098
	Iteration 45Q: 3 clusters Score -1.981733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193985 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -19817362.000000 Penalty: 3958.600098
	Iteration 46Q: 3 clusters Score -1.981736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193988 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -19817348.000000 Penalty: 3958.600098
	Iteration 47Q: 3 clusters Score -1.981735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193983 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -19817344.000000 Penalty: 3958.600098
	Iteration 48Q: 3 clusters Score -1.981734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193978 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19817340.000000 Penalty: 3958.600098
	Iteration 49Q: 3 clusters Score -1.981734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193977 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -19817326.000000 Penalty: 3958.600098
	Iteration 50Q: 3 clusters Score -1.981733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193979 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -19817334.000000 Penalty: 3958.600098
	Iteration 51Q: 3 clusters Score -1.981733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193984 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -19817350.000000 Penalty: 3958.600098
	Iteration 52Q: 3 clusters Score -1.981735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193983 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -19817342.000000 Penalty: 3958.600098
	Iteration 53Q: 3 clusters Score -1.981734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193982 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19817344.000000 Penalty: 3958.600098
	Iteration 54Q: 3 clusters Score -1.981734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193982 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19817344.000000 Penalty: 3958.600098
	Iteration 55F: 3 clusters Score -1.981734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328812 members 
Entering Unmasked Estep 
Score: -33382498.000000 Penalty: 2064.276611
	Iteration 0F: 2 clusters Score -3.33825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164290 members 
Mstep: Class 2 contains 164522 members 
Entering Unmasked Estep 
Score: -33176056.000000 Penalty: 4128.553223
	Iteration 0F: 3 clusters Score -3.317606e+07 nChanged 159802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161890 members 
Mstep: Class 2 contains 166922 members 
Entering Unmasked Estep 
Score: -33271438.000000 Penalty: 4128.553223
	Iteration 1F: 3 clusters Score -3.327144e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160575 members 
Mstep: Class 2 contains 168237 members 
Entering Unmasked Estep 
Score: -33272384.000000 Penalty: 4128.553223
	Iteration 2Q: 3 clusters Score -3.327238e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 170371 members 
Entering Unmasked Estep 
Score: -33273520.000000 Penalty: 4128.553223
	Iteration 3Q: 3 clusters Score -3.327352e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155220 members 
Mstep: Class 2 contains 173592 members 
Entering Unmasked Estep 
Score: -33275546.000000 Penalty: 4128.553223
	Iteration 4Q: 3 clusters Score -3.327555e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 178587 members 
Entering Unmasked Estep 
Score: -33278114.000000 Penalty: 4128.553223
	Iteration 5Q: 3 clusters Score -3.327811e+07 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 185653 members 
Entering Unmasked Estep 
Score: -33282804.000000 Penalty: 4128.553223
	Iteration 6Q: 3 clusters Score -3.32828e+07 nChanged 18182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 195231 members 
Entering Unmasked Estep 
Score: -33290974.000000 Penalty: 4128.553223
	Iteration 7F: 3 clusters Score -3.329097e+07 nChanged 21620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 206087 members 
Entering Unmasked Estep 
Score: -33304454.000000 Penalty: 4128.553223
	Iteration 8F: 3 clusters Score -3.330445e+07 nChanged 23593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114220 members 
Mstep: Class 2 contains 214592 members 
Entering Unmasked Estep 
Score: -33323196.000000 Penalty: 4128.553223
	Iteration 9F: 3 clusters Score -3.33232e+07 nChanged 22149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111427 members 
Mstep: Class 2 contains 217385 members 
Entering Unmasked Estep 
Score: -33338120.000000 Penalty: 4128.553223
	Iteration 10F: 3 clusters Score -3.333812e+07 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112551 members 
Mstep: Class 2 contains 216261 members 
Entering Unmasked Estep 
Score: -33342998.000000 Penalty: 4128.553223
	Iteration 11Q: 3 clusters Score -3.3343e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114203 members 
Mstep: Class 2 contains 214609 members 
Entering Unmasked Estep 
Score: -33344012.000000 Penalty: 4128.553223
	Iteration 12Q: 3 clusters Score -3.334401e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115853 members 
Mstep: Class 2 contains 212959 members 
Entering Unmasked Estep 
Score: -33344426.000000 Penalty: 4128.553223
	Iteration 13Q: 3 clusters Score -3.334443e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 211367 members 
Entering Unmasked Estep 
Score: -33344740.000000 Penalty: 4128.553223
	Iteration 14Q: 3 clusters Score -3.334474e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118999 members 
Mstep: Class 2 contains 209813 members 
Entering Unmasked Estep 
Score: -33345038.000000 Penalty: 4128.553223
	Iteration 15Q: 3 clusters Score -3.334504e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120437 members 
Mstep: Class 2 contains 208375 members 
Entering Unmasked Estep 
Score: -33345248.000000 Penalty: 4128.553223
	Iteration 16Q: 3 clusters Score -3.334525e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121863 members 
Mstep: Class 2 contains 206949 members 
Entering Unmasked Estep 
Score: -33345534.000000 Penalty: 4128.553223
	Iteration 17Q: 3 clusters Score -3.334553e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123223 members 
Mstep: Class 2 contains 205589 members 
Entering Unmasked Estep 
Score: -33345834.000000 Penalty: 4128.553223
	Iteration 18Q: 3 clusters Score -3.334583e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124550 members 
Mstep: Class 2 contains 204262 members 
Entering Unmasked Estep 
Score: -33346112.000000 Penalty: 4128.553223
	Iteration 19Q: 3 clusters Score -3.334611e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125813 members 
Mstep: Class 2 contains 202999 members 
Entering Unmasked Estep 
Score: -33346270.000000 Penalty: 4128.553223
	Iteration 20F: 3 clusters Score -3.334627e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127037 members 
Mstep: Class 2 contains 201775 members 
Entering Unmasked Estep 
Score: -33346328.000000 Penalty: 4128.553223
	Iteration 21Q: 3 clusters Score -3.334633e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128241 members 
Mstep: Class 2 contains 200571 members 
Entering Unmasked Estep 
Score: -33346452.000000 Penalty: 4128.553223
	Iteration 22Q: 3 clusters Score -3.334645e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129429 members 
Mstep: Class 2 contains 199383 members 
Entering Unmasked Estep 
Score: -33346578.000000 Penalty: 4128.553223
	Iteration 23Q: 3 clusters Score -3.334658e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130609 members 
Mstep: Class 2 contains 198203 members 
Entering Unmasked Estep 
Score: -33346822.000000 Penalty: 4128.553223
	Iteration 24Q: 3 clusters Score -3.334682e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131755 members 
Mstep: Class 2 contains 197057 members 
Entering Unmasked Estep 
Score: -33346992.000000 Penalty: 4128.553223
	Iteration 25Q: 3 clusters Score -3.334699e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132830 members 
Mstep: Class 2 contains 195982 members 
Entering Unmasked Estep 
Score: -33347092.000000 Penalty: 4128.553223
	Iteration 26Q: 3 clusters Score -3.334709e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133852 members 
Mstep: Class 2 contains 194960 members 
Entering Unmasked Estep 
Score: -33347214.000000 Penalty: 4128.553223
	Iteration 27Q: 3 clusters Score -3.334721e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134946 members 
Mstep: Class 2 contains 193866 members 
Entering Unmasked Estep 
Score: -33347274.000000 Penalty: 4128.553223
	Iteration 28Q: 3 clusters Score -3.334727e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136048 members 
Mstep: Class 2 contains 192764 members 
Entering Unmasked Estep 
Score: -33347542.000000 Penalty: 4128.553223
	Iteration 29Q: 3 clusters Score -3.334754e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137155 members 
Mstep: Class 2 contains 191657 members 
Entering Unmasked Estep 
Score: -33347744.000000 Penalty: 4128.553223
	Iteration 30Q: 3 clusters Score -3.334774e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138260 members 
Mstep: Class 2 contains 190552 members 
Entering Unmasked Estep 
Score: -33347984.000000 Penalty: 4128.553223
	Iteration 31Q: 3 clusters Score -3.334798e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139474 members 
Mstep: Class 2 contains 189338 members 
Entering Unmasked Estep 
Score: -33348270.000000 Penalty: 4128.553223
	Iteration 32Q: 3 clusters Score -3.334827e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140652 members 
Mstep: Class 2 contains 188160 members 
Entering Unmasked Estep 
Score: -33348492.000000 Penalty: 4128.553223
	Iteration 33Q: 3 clusters Score -3.334849e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141745 members 
Mstep: Class 2 contains 187067 members 
Entering Unmasked Estep 
Score: -33348842.000000 Penalty: 4128.553223
	Iteration 34Q: 3 clusters Score -3.334884e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142751 members 
Mstep: Class 2 contains 186061 members 
Entering Unmasked Estep 
Score: -33349110.000000 Penalty: 4128.553223
	Iteration 35Q: 3 clusters Score -3.334911e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143824 members 
Mstep: Class 2 contains 184988 members 
Entering Unmasked Estep 
Score: -33349254.000000 Penalty: 4128.553223
	Iteration 36Q: 3 clusters Score -3.334925e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144883 members 
Mstep: Class 2 contains 183929 members 
Entering Unmasked Estep 
Score: -33349482.000000 Penalty: 4128.553223
	Iteration 37Q: 3 clusters Score -3.334948e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145855 members 
Mstep: Class 2 contains 182957 members 
Entering Unmasked Estep 
Score: -33349746.000000 Penalty: 4128.553223
	Iteration 38Q: 3 clusters Score -3.334975e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146832 members 
Mstep: Class 2 contains 181980 members 
Entering Unmasked Estep 
Score: -33349968.000000 Penalty: 4128.553223
	Iteration 39Q: 3 clusters Score -3.334997e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 181077 members 
Entering Unmasked Estep 
Score: -33350056.000000 Penalty: 4128.553223
	Iteration 40F: 3 clusters Score -3.335006e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 180286 members 
Entering Unmasked Estep 
Score: -33350430.000000 Penalty: 4128.553223
	Iteration 41Q: 3 clusters Score -3.335043e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149296 members 
Mstep: Class 2 contains 179516 members 
Entering Unmasked Estep 
Score: -33350756.000000 Penalty: 4128.553223
	Iteration 42Q: 3 clusters Score -3.335076e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 178828 members 
Entering Unmasked Estep 
Score: -33350898.000000 Penalty: 4128.553223
	Iteration 43Q: 3 clusters Score -3.33509e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 178192 members 
Entering Unmasked Estep 
Score: -33351066.000000 Penalty: 4128.553223
	Iteration 44Q: 3 clusters Score -3.335107e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151202 members 
Mstep: Class 2 contains 177610 members 
Entering Unmasked Estep 
Score: -33351276.000000 Penalty: 4128.553223
	Iteration 45Q: 3 clusters Score -3.335128e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151735 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -33351524.000000 Penalty: 4128.553223
	Iteration 46Q: 3 clusters Score -3.335152e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 176527 members 
Entering Unmasked Estep 
Score: -33351822.000000 Penalty: 4128.553223
	Iteration 47Q: 3 clusters Score -3.335182e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152782 members 
Mstep: Class 2 contains 176030 members 
Entering Unmasked Estep 
Score: -33352188.000000 Penalty: 4128.553223
	Iteration 48Q: 3 clusters Score -3.335219e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Mstep: Class 2 contains 175545 members 
Entering Unmasked Estep 
Score: -33352308.000000 Penalty: 4128.553223
	Iteration 49Q: 3 clusters Score -3.335231e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 175108 members 
Entering Unmasked Estep 
Score: -33352600.000000 Penalty: 4128.553223
	Iteration 50Q: 3 clusters Score -3.33526e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154157 members 
Mstep: Class 2 contains 174655 members 
Entering Unmasked Estep 
Score: -33352846.000000 Penalty: 4128.553223
	Iteration 51Q: 3 clusters Score -3.335285e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 174216 members 
Entering Unmasked Estep 
Score: -33353054.000000 Penalty: 4128.553223
	Iteration 52Q: 3 clusters Score -3.335305e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 173792 members 
Entering Unmasked Estep 
Score: -33353348.000000 Penalty: 4128.553223
	Iteration 53Q: 3 clusters Score -3.335335e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 173458 members 
Entering Unmasked Estep 
Score: -33353544.000000 Penalty: 4128.553223
	Iteration 54Q: 3 clusters Score -3.335354e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155636 members 
Mstep: Class 2 contains 173176 members 
Entering Unmasked Estep 
Score: -33353674.000000 Penalty: 4128.553223
	Iteration 55Q: 3 clusters Score -3.335367e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155857 members 
Mstep: Class 2 contains 172955 members 
Entering Unmasked Estep 
Score: -33353950.000000 Penalty: 4128.553223
	Iteration 56Q: 3 clusters Score -3.335395e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156024 members 
Mstep: Class 2 contains 172788 members 
Entering Unmasked Estep 
Score: -33354104.000000 Penalty: 4128.553223
	Iteration 57Q: 3 clusters Score -3.33541e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156098 members 
Mstep: Class 2 contains 172714 members 
Entering Unmasked Estep 
Score: -33354242.000000 Penalty: 4128.553223
	Iteration 58Q: 3 clusters Score -3.335424e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156122 members 
Mstep: Class 2 contains 172690 members 
Entering Unmasked Estep 
Score: -33354302.000000 Penalty: 4128.553223
	Iteration 59Q: 3 clusters Score -3.33543e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 172663 members 
Entering Unmasked Estep 
Score: -33354416.000000 Penalty: 4128.553223
	Iteration 60F: 3 clusters Score -3.335442e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156154 members 
Mstep: Class 2 contains 172658 members 
Entering Unmasked Estep 
Score: -33354460.000000 Penalty: 4128.553223
	Iteration 61Q: 3 clusters Score -3.335446e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156118 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -33354524.000000 Penalty: 4128.553223
	Iteration 62Q: 3 clusters Score -3.335452e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156075 members 
Mstep: Class 2 contains 172737 members 
Entering Unmasked Estep 
Score: -33354670.000000 Penalty: 4128.553223
	Iteration 63Q: 3 clusters Score -3.335467e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155971 members 
Mstep: Class 2 contains 172841 members 
Entering Unmasked Estep 
Score: -33354898.000000 Penalty: 4128.553223
	Iteration 64Q: 3 clusters Score -3.33549e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155833 members 
Mstep: Class 2 contains 172979 members 
Entering Unmasked Estep 
Score: -33355038.000000 Penalty: 4128.553223
	Iteration 65Q: 3 clusters Score -3.335504e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 173111 members 
Entering Unmasked Estep 
Score: -33355150.000000 Penalty: 4128.553223
	Iteration 66Q: 3 clusters Score -3.335515e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155514 members 
Mstep: Class 2 contains 173298 members 
Entering Unmasked Estep 
Score: -33355250.000000 Penalty: 4128.553223
	Iteration 67Q: 3 clusters Score -3.335525e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 173474 members 
Entering Unmasked Estep 
Score: -33355340.000000 Penalty: 4128.553223
	Iteration 68Q: 3 clusters Score -3.335534e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 173699 members 
Entering Unmasked Estep 
Score: -33355460.000000 Penalty: 4128.553223
	Iteration 69Q: 3 clusters Score -3.335546e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154834 members 
Mstep: Class 2 contains 173978 members 
Entering Unmasked Estep 
Score: -33355548.000000 Penalty: 4128.553223
	Iteration 70Q: 3 clusters Score -3.335555e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 174255 members 
Entering Unmasked Estep 
Score: -33355612.000000 Penalty: 4128.553223
	Iteration 71Q: 3 clusters Score -3.335561e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154283 members 
Mstep: Class 2 contains 174529 members 
Entering Unmasked Estep 
Score: -33355526.000000 Penalty: 4128.553223
	Iteration 72Q: 3 clusters Score -3.335553e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153996 members 
Mstep: Class 2 contains 174816 members 
Entering Unmasked Estep 
Score: -33355608.000000 Penalty: 4128.553223
	Iteration 73Q: 3 clusters Score -3.335561e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153684 members 
Mstep: Class 2 contains 175128 members 
Entering Unmasked Estep 
Score: -33355598.000000 Penalty: 4128.553223
	Iteration 74Q: 3 clusters Score -3.33556e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -33355630.000000 Penalty: 4128.553223
	Iteration 75Q: 3 clusters Score -3.335563e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153111 members 
Mstep: Class 2 contains 175701 members 
Entering Unmasked Estep 
Score: -33355658.000000 Penalty: 4128.553223
	Iteration 76Q: 3 clusters Score -3.335566e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -33355730.000000 Penalty: 4128.553223
	Iteration 77Q: 3 clusters Score -3.335573e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152496 members 
Mstep: Class 2 contains 176316 members 
Entering Unmasked Estep 
Score: -33355694.000000 Penalty: 4128.553223
	Iteration 78Q: 3 clusters Score -3.335569e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152177 members 
Mstep: Class 2 contains 176635 members 
Entering Unmasked Estep 
Score: -33355764.000000 Penalty: 4128.553223
	Iteration 79Q: 3 clusters Score -3.335576e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151886 members 
Mstep: Class 2 contains 176926 members 
Entering Unmasked Estep 
Score: -33355878.000000 Penalty: 4128.553223
	Iteration 80F: 3 clusters Score -3.335588e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151594 members 
Mstep: Class 2 contains 177218 members 
Entering Unmasked Estep 
Score: -33355846.000000 Penalty: 4128.553223
	Iteration 81Q: 3 clusters Score -3.335585e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151317 members 
Mstep: Class 2 contains 177495 members 
Entering Unmasked Estep 
Score: -33355824.000000 Penalty: 4128.553223
	Iteration 82Q: 3 clusters Score -3.335582e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151008 members 
Mstep: Class 2 contains 177804 members 
Entering Unmasked Estep 
Score: -33355816.000000 Penalty: 4128.553223
	Iteration 83Q: 3 clusters Score -3.335582e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 178154 members 
Entering Unmasked Estep 
Score: -33355864.000000 Penalty: 4128.553223
	Iteration 84Q: 3 clusters Score -3.335586e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150302 members 
Mstep: Class 2 contains 178510 members 
Entering Unmasked Estep 
Score: -33355940.000000 Penalty: 4128.553223
	Iteration 85Q: 3 clusters Score -3.335594e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149941 members 
Mstep: Class 2 contains 178871 members 
Entering Unmasked Estep 
Score: -33355932.000000 Penalty: 4128.553223
	Iteration 86Q: 3 clusters Score -3.335593e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149585 members 
Mstep: Class 2 contains 179227 members 
Entering Unmasked Estep 
Score: -33356008.000000 Penalty: 4128.553223
	Iteration 87Q: 3 clusters Score -3.335601e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149228 members 
Mstep: Class 2 contains 179584 members 
Entering Unmasked Estep 
Score: -33356084.000000 Penalty: 4128.553223
	Iteration 88Q: 3 clusters Score -3.335608e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148891 members 
Mstep: Class 2 contains 179921 members 
Entering Unmasked Estep 
Score: -33356056.000000 Penalty: 4128.553223
	Iteration 89Q: 3 clusters Score -3.335606e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148506 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -33355992.000000 Penalty: 4128.553223
	Iteration 90Q: 3 clusters Score -3.335599e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148139 members 
Mstep: Class 2 contains 180673 members 
Entering Unmasked Estep 
Score: -33355956.000000 Penalty: 4128.553223
	Iteration 91Q: 3 clusters Score -3.335596e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 181027 members 
Entering Unmasked Estep 
Score: -33355962.000000 Penalty: 4128.553223
	Iteration 92Q: 3 clusters Score -3.335596e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147444 members 
Mstep: Class 2 contains 181368 members 
Entering Unmasked Estep 
Score: -33355882.000000 Penalty: 4128.553223
	Iteration 93Q: 3 clusters Score -3.335588e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 181733 members 
Entering Unmasked Estep 
Score: -33355860.000000 Penalty: 4128.553223
	Iteration 94Q: 3 clusters Score -3.335586e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146722 members 
Mstep: Class 2 contains 182090 members 
Entering Unmasked Estep 
Score: -33355760.000000 Penalty: 4128.553223
	Iteration 95Q: 3 clusters Score -3.335576e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146386 members 
Mstep: Class 2 contains 182426 members 
Entering Unmasked Estep 
Score: -33355812.000000 Penalty: 4128.553223
	Iteration 96Q: 3 clusters Score -3.335581e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146058 members 
Mstep: Class 2 contains 182754 members 
Entering Unmasked Estep 
Score: -33355840.000000 Penalty: 4128.553223
	Iteration 97Q: 3 clusters Score -3.335584e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 183049 members 
Entering Unmasked Estep 
Score: -33355864.000000 Penalty: 4128.553223
	Iteration 98Q: 3 clusters Score -3.335586e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 183327 members 
Entering Unmasked Estep 
Score: -33355802.000000 Penalty: 4128.553223
	Iteration 99Q: 3 clusters Score -3.33558e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 183611 members 
Entering Unmasked Estep 
Score: -33355734.000000 Penalty: 4128.553223
	Iteration 100F: 3 clusters Score -3.335573e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 183893 members 
Entering Unmasked Estep 
Score: -33355684.000000 Penalty: 4128.553223
	Iteration 101Q: 3 clusters Score -3.335568e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144639 members 
Mstep: Class 2 contains 184173 members 
Entering Unmasked Estep 
Score: -33355672.000000 Penalty: 4128.553223
	Iteration 102Q: 3 clusters Score -3.335567e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144374 members 
Mstep: Class 2 contains 184438 members 
Entering Unmasked Estep 
Score: -33355552.000000 Penalty: 4128.553223
	Iteration 103Q: 3 clusters Score -3.335555e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144141 members 
Mstep: Class 2 contains 184671 members 
Entering Unmasked Estep 
Score: -33355554.000000 Penalty: 4128.553223
	Iteration 104Q: 3 clusters Score -3.335555e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143893 members 
Mstep: Class 2 contains 184919 members 
Entering Unmasked Estep 
Score: -33355490.000000 Penalty: 4128.553223
	Iteration 105Q: 3 clusters Score -3.335549e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143675 members 
Mstep: Class 2 contains 185137 members 
Entering Unmasked Estep 
Score: -33355476.000000 Penalty: 4128.553223
	Iteration 106Q: 3 clusters Score -3.335548e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143443 members 
Mstep: Class 2 contains 185369 members 
Entering Unmasked Estep 
Score: -33355500.000000 Penalty: 4128.553223
	Iteration 107Q: 3 clusters Score -3.33555e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143226 members 
Mstep: Class 2 contains 185586 members 
Entering Unmasked Estep 
Score: -33355468.000000 Penalty: 4128.553223
	Iteration 108Q: 3 clusters Score -3.335547e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143034 members 
Mstep: Class 2 contains 185778 members 
Entering Unmasked Estep 
Score: -33355452.000000 Penalty: 4128.553223
	Iteration 109Q: 3 clusters Score -3.335545e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142802 members 
Mstep: Class 2 contains 186010 members 
Entering Unmasked Estep 
Score: -33355414.000000 Penalty: 4128.553223
	Iteration 110Q: 3 clusters Score -3.335541e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142567 members 
Mstep: Class 2 contains 186245 members 
Entering Unmasked Estep 
Score: -33355460.000000 Penalty: 4128.553223
	Iteration 111Q: 3 clusters Score -3.335546e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142356 members 
Mstep: Class 2 contains 186456 members 
Entering Unmasked Estep 
Score: -33355460.000000 Penalty: 4128.553223
	Iteration 112Q: 3 clusters Score -3.335546e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 186630 members 
Entering Unmasked Estep 
Score: -33355428.000000 Penalty: 4128.553223
	Iteration 113Q: 3 clusters Score -3.335543e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141997 members 
Mstep: Class 2 contains 186815 members 
Entering Unmasked Estep 
Score: -33355436.000000 Penalty: 4128.553223
	Iteration 114Q: 3 clusters Score -3.335544e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141792 members 
Mstep: Class 2 contains 187020 members 
Entering Unmasked Estep 
Score: -33355394.000000 Penalty: 4128.553223
	Iteration 115Q: 3 clusters Score -3.335539e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141573 members 
Mstep: Class 2 contains 187239 members 
Entering Unmasked Estep 
Score: -33355428.000000 Penalty: 4128.553223
	Iteration 116Q: 3 clusters Score -3.335543e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141338 members 
Mstep: Class 2 contains 187474 members 
Entering Unmasked Estep 
Score: -33355426.000000 Penalty: 4128.553223
	Iteration 117Q: 3 clusters Score -3.335543e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141084 members 
Mstep: Class 2 contains 187728 members 
Entering Unmasked Estep 
Score: -33355414.000000 Penalty: 4128.553223
	Iteration 118Q: 3 clusters Score -3.335541e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140883 members 
Mstep: Class 2 contains 187929 members 
Entering Unmasked Estep 
Score: -33355338.000000 Penalty: 4128.553223
	Iteration 119Q: 3 clusters Score -3.335534e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140655 members 
Mstep: Class 2 contains 188157 members 
Entering Unmasked Estep 
Score: -33355366.000000 Penalty: 4128.553223
	Iteration 120F: 3 clusters Score -3.335537e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140435 members 
Mstep: Class 2 contains 188377 members 
Entering Unmasked Estep 
Score: -33355336.000000 Penalty: 4128.553223
	Iteration 121Q: 3 clusters Score -3.335534e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140206 members 
Mstep: Class 2 contains 188606 members 
Entering Unmasked Estep 
Score: -33355282.000000 Penalty: 4128.553223
	Iteration 122Q: 3 clusters Score -3.335528e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139975 members 
Mstep: Class 2 contains 188837 members 
Entering Unmasked Estep 
Score: -33355258.000000 Penalty: 4128.553223
	Iteration 123Q: 3 clusters Score -3.335526e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139746 members 
Mstep: Class 2 contains 189066 members 
Entering Unmasked Estep 
Score: -33355232.000000 Penalty: 4128.553223
	Iteration 124Q: 3 clusters Score -3.335523e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 189263 members 
Entering Unmasked Estep 
Score: -33355252.000000 Penalty: 4128.553223
	Iteration 125Q: 3 clusters Score -3.335525e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139339 members 
Mstep: Class 2 contains 189473 members 
Entering Unmasked Estep 
Score: -33355190.000000 Penalty: 4128.553223
	Iteration 126Q: 3 clusters Score -3.335519e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139112 members 
Mstep: Class 2 contains 189700 members 
Entering Unmasked Estep 
Score: -33355176.000000 Penalty: 4128.553223
	Iteration 127Q: 3 clusters Score -3.335518e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138878 members 
Mstep: Class 2 contains 189934 members 
Entering Unmasked Estep 
Score: -33355156.000000 Penalty: 4128.553223
	Iteration 128Q: 3 clusters Score -3.335516e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138632 members 
Mstep: Class 2 contains 190180 members 
Entering Unmasked Estep 
Score: -33355180.000000 Penalty: 4128.553223
	Iteration 129Q: 3 clusters Score -3.335518e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138383 members 
Mstep: Class 2 contains 190429 members 
Entering Unmasked Estep 
Score: -33355144.000000 Penalty: 4128.553223
	Iteration 130Q: 3 clusters Score -3.335514e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138150 members 
Mstep: Class 2 contains 190662 members 
Entering Unmasked Estep 
Score: -33355142.000000 Penalty: 4128.553223
	Iteration 131Q: 3 clusters Score -3.335514e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137888 members 
Mstep: Class 2 contains 190924 members 
Entering Unmasked Estep 
Score: -33355098.000000 Penalty: 4128.553223
	Iteration 132Q: 3 clusters Score -3.33551e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137588 members 
Mstep: Class 2 contains 191224 members 
Entering Unmasked Estep 
Score: -33355068.000000 Penalty: 4128.553223
	Iteration 133Q: 3 clusters Score -3.335507e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137255 members 
Mstep: Class 2 contains 191557 members 
Entering Unmasked Estep 
Score: -33355110.000000 Penalty: 4128.553223
	Iteration 134Q: 3 clusters Score -3.335511e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136926 members 
Mstep: Class 2 contains 191886 members 
Entering Unmasked Estep 
Score: -33355148.000000 Penalty: 4128.553223
	Iteration 135Q: 3 clusters Score -3.335515e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136570 members 
Mstep: Class 2 contains 192242 members 
Entering Unmasked Estep 
Score: -33355196.000000 Penalty: 4128.553223
	Iteration 136Q: 3 clusters Score -3.33552e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136194 members 
Mstep: Class 2 contains 192618 members 
Entering Unmasked Estep 
Score: -33355152.000000 Penalty: 4128.553223
	Iteration 137Q: 3 clusters Score -3.335515e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135802 members 
Mstep: Class 2 contains 193010 members 
Entering Unmasked Estep 
Score: -33355180.000000 Penalty: 4128.553223
	Iteration 138Q: 3 clusters Score -3.335518e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135385 members 
Mstep: Class 2 contains 193427 members 
Entering Unmasked Estep 
Score: -33355220.000000 Penalty: 4128.553223
	Iteration 139Q: 3 clusters Score -3.335522e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134927 members 
Mstep: Class 2 contains 193885 members 
Entering Unmasked Estep 
Score: -33355222.000000 Penalty: 4128.553223
	Iteration 140F: 3 clusters Score -3.335522e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134450 members 
Mstep: Class 2 contains 194362 members 
Entering Unmasked Estep 
Score: -33355252.000000 Penalty: 4128.553223
	Iteration 141Q: 3 clusters Score -3.335525e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133987 members 
Mstep: Class 2 contains 194825 members 
Entering Unmasked Estep 
Score: -33355202.000000 Penalty: 4128.553223
	Iteration 142Q: 3 clusters Score -3.33552e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133510 members 
Mstep: Class 2 contains 195302 members 
Entering Unmasked Estep 
Score: -33355212.000000 Penalty: 4128.553223
	Iteration 143Q: 3 clusters Score -3.335521e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132999 members 
Mstep: Class 2 contains 195813 members 
Entering Unmasked Estep 
Score: -33355216.000000 Penalty: 4128.553223
	Iteration 144Q: 3 clusters Score -3.335522e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132492 members 
Mstep: Class 2 contains 196320 members 
Entering Unmasked Estep 
Score: -33355156.000000 Penalty: 4128.553223
	Iteration 145Q: 3 clusters Score -3.335516e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131969 members 
Mstep: Class 2 contains 196843 members 
Entering Unmasked Estep 
Score: -33355174.000000 Penalty: 4128.553223
	Iteration 146Q: 3 clusters Score -3.335517e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131459 members 
Mstep: Class 2 contains 197353 members 
Entering Unmasked Estep 
Score: -33355068.000000 Penalty: 4128.553223
	Iteration 147Q: 3 clusters Score -3.335507e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130937 members 
Mstep: Class 2 contains 197875 members 
Entering Unmasked Estep 
Score: -33354922.000000 Penalty: 4128.553223
	Iteration 148Q: 3 clusters Score -3.335492e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130395 members 
Mstep: Class 2 contains 198417 members 
Entering Unmasked Estep 
Score: -33354908.000000 Penalty: 4128.553223
	Iteration 149Q: 3 clusters Score -3.335491e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129855 members 
Mstep: Class 2 contains 198957 members 
Entering Unmasked Estep 
Score: -33354988.000000 Penalty: 4128.553223
	Iteration 150Q: 3 clusters Score -3.335499e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129345 members 
Mstep: Class 2 contains 199467 members 
Entering Unmasked Estep 
Score: -33355012.000000 Penalty: 4128.553223
	Iteration 151Q: 3 clusters Score -3.335501e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128818 members 
Mstep: Class 2 contains 199994 members 
Entering Unmasked Estep 
Score: -33354932.000000 Penalty: 4128.553223
	Iteration 152Q: 3 clusters Score -3.335493e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128334 members 
Mstep: Class 2 contains 200478 members 
Entering Unmasked Estep 
Score: -33354912.000000 Penalty: 4128.553223
	Iteration 153Q: 3 clusters Score -3.335491e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127868 members 
Mstep: Class 2 contains 200944 members 
Entering Unmasked Estep 
Score: -33354914.000000 Penalty: 4128.553223
	Iteration 154Q: 3 clusters Score -3.335491e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 201436 members 
Entering Unmasked Estep 
Score: -33354978.000000 Penalty: 4128.553223
	Iteration 155Q: 3 clusters Score -3.335498e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126855 members 
Mstep: Class 2 contains 201957 members 
Entering Unmasked Estep 
Score: -33354970.000000 Penalty: 4128.553223
	Iteration 156Q: 3 clusters Score -3.335497e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Mstep: Class 2 contains 202497 members 
Entering Unmasked Estep 
Score: -33354958.000000 Penalty: 4128.553223
	Iteration 157Q: 3 clusters Score -3.335496e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125784 members 
Mstep: Class 2 contains 203028 members 
Entering Unmasked Estep 
Score: -33354996.000000 Penalty: 4128.553223
	Iteration 158Q: 3 clusters Score -3.3355e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 203549 members 
Entering Unmasked Estep 
Score: -33354964.000000 Penalty: 4128.553223
	Iteration 159Q: 3 clusters Score -3.335496e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124702 members 
Mstep: Class 2 contains 204110 members 
Entering Unmasked Estep 
Score: -33354956.000000 Penalty: 4128.553223
	Iteration 160F: 3 clusters Score -3.335496e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124133 members 
Mstep: Class 2 contains 204679 members 
Entering Unmasked Estep 
Score: -33354912.000000 Penalty: 4128.553223
	Iteration 161Q: 3 clusters Score -3.335491e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123510 members 
Mstep: Class 2 contains 205302 members 
Entering Unmasked Estep 
Score: -33354940.000000 Penalty: 4128.553223
	Iteration 162Q: 3 clusters Score -3.335494e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122858 members 
Mstep: Class 2 contains 205954 members 
Entering Unmasked Estep 
Score: -33355004.000000 Penalty: 4128.553223
	Iteration 163Q: 3 clusters Score -3.3355e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122204 members 
Mstep: Class 2 contains 206608 members 
Entering Unmasked Estep 
Score: -33355034.000000 Penalty: 4128.553223
	Iteration 164Q: 3 clusters Score -3.335503e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121519 members 
Mstep: Class 2 contains 207293 members 
Entering Unmasked Estep 
Score: -33355066.000000 Penalty: 4128.553223
	Iteration 165Q: 3 clusters Score -3.335507e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120806 members 
Mstep: Class 2 contains 208006 members 
Entering Unmasked Estep 
Score: -33355106.000000 Penalty: 4128.553223
	Iteration 166Q: 3 clusters Score -3.335511e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120071 members 
Mstep: Class 2 contains 208741 members 
Entering Unmasked Estep 
Score: -33355120.000000 Penalty: 4128.553223
	Iteration 167Q: 3 clusters Score -3.335512e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119355 members 
Mstep: Class 2 contains 209457 members 
Entering Unmasked Estep 
Score: -33355188.000000 Penalty: 4128.553223
	Iteration 168Q: 3 clusters Score -3.335519e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118633 members 
Mstep: Class 2 contains 210179 members 
Entering Unmasked Estep 
Score: -33355254.000000 Penalty: 4128.553223
	Iteration 169Q: 3 clusters Score -3.335525e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117898 members 
Mstep: Class 2 contains 210914 members 
Entering Unmasked Estep 
Score: -33355310.000000 Penalty: 4128.553223
	Iteration 170Q: 3 clusters Score -3.335531e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117154 members 
Mstep: Class 2 contains 211658 members 
Entering Unmasked Estep 
Score: -33355336.000000 Penalty: 4128.553223
	Iteration 171Q: 3 clusters Score -3.335534e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 212417 members 
Entering Unmasked Estep 
Score: -33355394.000000 Penalty: 4128.553223
	Iteration 172Q: 3 clusters Score -3.335539e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115613 members 
Mstep: Class 2 contains 213199 members 
Entering Unmasked Estep 
Score: -33355578.000000 Penalty: 4128.553223
	Iteration 173Q: 3 clusters Score -3.335558e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114816 members 
Mstep: Class 2 contains 213996 members 
Entering Unmasked Estep 
Score: -33355710.000000 Penalty: 4128.553223
	Iteration 174Q: 3 clusters Score -3.335571e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114009 members 
Mstep: Class 2 contains 214803 members 
Entering Unmasked Estep 
Score: -33355752.000000 Penalty: 4128.553223
	Iteration 175Q: 3 clusters Score -3.335575e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113139 members 
Mstep: Class 2 contains 215673 members 
Entering Unmasked Estep 
Score: -33355738.000000 Penalty: 4128.553223
	Iteration 176Q: 3 clusters Score -3.335574e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112261 members 
Mstep: Class 2 contains 216551 members 
Entering Unmasked Estep 
Score: -33355876.000000 Penalty: 4128.553223
	Iteration 177Q: 3 clusters Score -3.335588e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111328 members 
Mstep: Class 2 contains 217484 members 
Entering Unmasked Estep 
Score: -33355984.000000 Penalty: 4128.553223
	Iteration 178Q: 3 clusters Score -3.335598e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110432 members 
Mstep: Class 2 contains 218380 members 
Entering Unmasked Estep 
Score: -33355986.000000 Penalty: 4128.553223
	Iteration 179Q: 3 clusters Score -3.335599e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109504 members 
Mstep: Class 2 contains 219308 members 
Entering Unmasked Estep 
Score: -33356160.000000 Penalty: 4128.553223
	Iteration 180F: 3 clusters Score -3.335616e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 220271 members 
Entering Unmasked Estep 
Score: -33356138.000000 Penalty: 4128.553223
	Iteration 181Q: 3 clusters Score -3.335614e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107518 members 
Mstep: Class 2 contains 221294 members 
Entering Unmasked Estep 
Score: -33356260.000000 Penalty: 4128.553223
	Iteration 182Q: 3 clusters Score -3.335626e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 222336 members 
Entering Unmasked Estep 
Score: -33356404.000000 Penalty: 4128.553223
	Iteration 183Q: 3 clusters Score -3.33564e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Mstep: Class 2 contains 223398 members 
Entering Unmasked Estep 
Score: -33356510.000000 Penalty: 4128.553223
	Iteration 184Q: 3 clusters Score -3.335651e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 224494 members 
Entering Unmasked Estep 
Score: -33356598.000000 Penalty: 4128.553223
	Iteration 185Q: 3 clusters Score -3.33566e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 225643 members 
Entering Unmasked Estep 
Score: -33356632.000000 Penalty: 4128.553223
	Iteration 186Q: 3 clusters Score -3.335663e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 226865 members 
Entering Unmasked Estep 
Score: -33356732.000000 Penalty: 4128.553223
	Iteration 187Q: 3 clusters Score -3.335673e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 228165 members 
Entering Unmasked Estep 
Score: -33356930.000000 Penalty: 4128.553223
	Iteration 188Q: 3 clusters Score -3.335693e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 229530 members 
Entering Unmasked Estep 
Score: -33356960.000000 Penalty: 4128.553223
	Iteration 189Q: 3 clusters Score -3.335696e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Mstep: Class 2 contains 230895 members 
Entering Unmasked Estep 
Score: -33357004.000000 Penalty: 4128.553223
	Iteration 190Q: 3 clusters Score -3.3357e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 232293 members 
Entering Unmasked Estep 
Score: -33357076.000000 Penalty: 4128.553223
	Iteration 191Q: 3 clusters Score -3.335708e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 233757 members 
Entering Unmasked Estep 
Score: -33357300.000000 Penalty: 4128.553223
	Iteration 192Q: 3 clusters Score -3.33573e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93584 members 
Mstep: Class 2 contains 235228 members 
Entering Unmasked Estep 
Score: -33357484.000000 Penalty: 4128.553223
	Iteration 193Q: 3 clusters Score -3.335748e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 236701 members 
Entering Unmasked Estep 
Score: -33357708.000000 Penalty: 4128.553223
	Iteration 194Q: 3 clusters Score -3.335771e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 238156 members 
Entering Unmasked Estep 
Score: -33357982.000000 Penalty: 4128.553223
	Iteration 195Q: 3 clusters Score -3.335798e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89206 members 
Mstep: Class 2 contains 239606 members 
Entering Unmasked Estep 
Score: -33358156.000000 Penalty: 4128.553223
	Iteration 196Q: 3 clusters Score -3.335816e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 241066 members 
Entering Unmasked Estep 
Score: -33358462.000000 Penalty: 4128.553223
	Iteration 197Q: 3 clusters Score -3.335846e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 242613 members 
Entering Unmasked Estep 
Score: -33358878.000000 Penalty: 4128.553223
	Iteration 198Q: 3 clusters Score -3.335888e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 244149 members 
Entering Unmasked Estep 
Score: -33359062.000000 Penalty: 4128.553223
	Iteration 199Q: 3 clusters Score -3.335906e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 245716 members 
Entering Unmasked Estep 
Score: -33359420.000000 Penalty: 4128.553223
	Iteration 200F: 3 clusters Score -3.335942e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 247314 members 
Entering Unmasked Estep 
Score: -33359840.000000 Penalty: 4128.553223
	Iteration 201Q: 3 clusters Score -3.335984e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 248894 members 
Entering Unmasked Estep 
Score: -33360126.000000 Penalty: 4128.553223
	Iteration 202Q: 3 clusters Score -3.336013e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 250475 members 
Entering Unmasked Estep 
Score: -33360464.000000 Penalty: 4128.553223
	Iteration 203Q: 3 clusters Score -3.336046e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 252016 members 
Entering Unmasked Estep 
Score: -33360832.000000 Penalty: 4128.553223
	Iteration 204Q: 3 clusters Score -3.336083e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 253642 members 
Entering Unmasked Estep 
Score: -33361162.000000 Penalty: 4128.553223
	Iteration 205Q: 3 clusters Score -3.336116e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 255302 members 
Entering Unmasked Estep 
Score: -33361534.000000 Penalty: 4128.553223
	Iteration 206Q: 3 clusters Score -3.336153e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 256973 members 
Entering Unmasked Estep 
Score: -33361862.000000 Penalty: 4128.553223
	Iteration 207Q: 3 clusters Score -3.336186e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 258649 members 
Entering Unmasked Estep 
Score: -33362250.000000 Penalty: 4128.553223
	Iteration 208Q: 3 clusters Score -3.336225e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 260304 members 
Entering Unmasked Estep 
Score: -33362684.000000 Penalty: 4128.553223
	Iteration 209Q: 3 clusters Score -3.336268e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 261950 members 
Entering Unmasked Estep 
Score: -33362982.000000 Penalty: 4128.553223
	Iteration 210Q: 3 clusters Score -3.336298e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 263559 members 
Entering Unmasked Estep 
Score: -33363350.000000 Penalty: 4128.553223
	Iteration 211Q: 3 clusters Score -3.336335e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 265100 members 
Entering Unmasked Estep 
Score: -33363654.000000 Penalty: 4128.553223
	Iteration 212Q: 3 clusters Score -3.336365e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 266566 members 
Entering Unmasked Estep 
Score: -33363872.000000 Penalty: 4128.553223
	Iteration 213Q: 3 clusters Score -3.336387e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 267965 members 
Entering Unmasked Estep 
Score: -33364322.000000 Penalty: 4128.553223
	Iteration 214Q: 3 clusters Score -3.336432e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 269298 members 
Entering Unmasked Estep 
Score: -33364608.000000 Penalty: 4128.553223
	Iteration 215Q: 3 clusters Score -3.336461e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 270549 members 
Entering Unmasked Estep 
Score: -33365102.000000 Penalty: 4128.553223
	Iteration 216Q: 3 clusters Score -3.33651e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 271811 members 
Entering Unmasked Estep 
Score: -33365426.000000 Penalty: 4128.553223
	Iteration 217Q: 3 clusters Score -3.336543e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 272989 members 
Entering Unmasked Estep 
Score: -33365804.000000 Penalty: 4128.553223
	Iteration 218Q: 3 clusters Score -3.33658e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 274144 members 
Entering Unmasked Estep 
Score: -33366184.000000 Penalty: 4128.553223
	Iteration 219Q: 3 clusters Score -3.336618e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 275279 members 
Entering Unmasked Estep 
Score: -33366554.000000 Penalty: 4128.553223
	Iteration 220F: 3 clusters Score -3.336655e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 276400 members 
Entering Unmasked Estep 
Score: -33366862.000000 Penalty: 4128.553223
	Iteration 221Q: 3 clusters Score -3.336686e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 277519 members 
Entering Unmasked Estep 
Score: -33367752.000000 Penalty: 4128.553223
	Iteration 222Q: 3 clusters Score -3.336775e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 278727 members 
Entering Unmasked Estep 
Score: -33368506.000000 Penalty: 4128.553223
	Iteration 223Q: 3 clusters Score -3.336851e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 279963 members 
Entering Unmasked Estep 
Score: -33369324.000000 Penalty: 4128.553223
	Iteration 224Q: 3 clusters Score -3.336932e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 281323 members 
Entering Unmasked Estep 
Score: -33370098.000000 Penalty: 4128.553223
	Iteration 225Q: 3 clusters Score -3.33701e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 282772 members 
Entering Unmasked Estep 
Score: -33370868.000000 Penalty: 4128.553223
	Iteration 226Q: 3 clusters Score -3.337087e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 284226 members 
Entering Unmasked Estep 
Score: -33371682.000000 Penalty: 4128.553223
	Iteration 227Q: 3 clusters Score -3.337168e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 285672 members 
Entering Unmasked Estep 
Score: -33372508.000000 Penalty: 4128.553223
	Iteration 228Q: 3 clusters Score -3.337251e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 287113 members 
Entering Unmasked Estep 
Score: -33373076.000000 Penalty: 4128.553223
	Iteration 229Q: 3 clusters Score -3.337308e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 288514 members 
Entering Unmasked Estep 
Score: -33373614.000000 Penalty: 4128.553223
	Iteration 230Q: 3 clusters Score -3.337361e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 289966 members 
Entering Unmasked Estep 
Score: -33374278.000000 Penalty: 4128.553223
	Iteration 231Q: 3 clusters Score -3.337428e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 291415 members 
Entering Unmasked Estep 
Score: -33374908.000000 Penalty: 4128.553223
	Iteration 232Q: 3 clusters Score -3.337491e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 292825 members 
Entering Unmasked Estep 
Score: -33375370.000000 Penalty: 4128.553223
	Iteration 233Q: 3 clusters Score -3.337537e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 294230 members 
Entering Unmasked Estep 
Score: -33376272.000000 Penalty: 4128.553223
	Iteration 234Q: 3 clusters Score -3.337627e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 295619 members 
Entering Unmasked Estep 
Score: -33377084.000000 Penalty: 4128.553223
	Iteration 235Q: 3 clusters Score -3.337708e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 296952 members 
Entering Unmasked Estep 
Score: -33377610.000000 Penalty: 4128.553223
	Iteration 236Q: 3 clusters Score -3.337761e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 298245 members 
Entering Unmasked Estep 
Score: -33378050.000000 Penalty: 4128.553223
	Iteration 237Q: 3 clusters Score -3.337805e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 299478 members 
Entering Unmasked Estep 
Score: -33378616.000000 Penalty: 4128.553223
	Iteration 238Q: 3 clusters Score -3.337862e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 300726 members 
Entering Unmasked Estep 
Score: -33379124.000000 Penalty: 4128.553223
	Iteration 239Q: 3 clusters Score -3.337912e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 301917 members 
Entering Unmasked Estep 
Score: -33379582.000000 Penalty: 4128.553223
	Iteration 240F: 3 clusters Score -3.337958e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 303035 members 
Entering Unmasked Estep 
Score: -33379776.000000 Penalty: 4128.553223
	Iteration 241Q: 3 clusters Score -3.337978e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 304104 members 
Entering Unmasked Estep 
Score: -33380204.000000 Penalty: 4128.553223
	Iteration 242Q: 3 clusters Score -3.33802e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 305137 members 
Entering Unmasked Estep 
Score: -33380530.000000 Penalty: 4128.553223
	Iteration 243Q: 3 clusters Score -3.338053e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 306138 members 
Entering Unmasked Estep 
Score: -33380900.000000 Penalty: 4128.553223
	Iteration 244Q: 3 clusters Score -3.33809e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 307110 members 
Entering Unmasked Estep 
Score: -33381408.000000 Penalty: 4128.553223
	Iteration 245Q: 3 clusters Score -3.338141e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 308039 members 
Entering Unmasked Estep 
Score: -33382032.000000 Penalty: 4128.553223
	Iteration 246Q: 3 clusters Score -3.338203e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 308948 members 
Entering Unmasked Estep 
Score: -33382508.000000 Penalty: 4128.553223
	Iteration 247Q: 3 clusters Score -3.338251e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 309832 members 
Entering Unmasked Estep 
Score: -33382936.000000 Penalty: 4128.553223
	Iteration 248Q: 3 clusters Score -3.338294e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 310672 members 
Entering Unmasked Estep 
Score: -33383256.000000 Penalty: 4128.553223
	Iteration 249Q: 3 clusters Score -3.338326e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 311465 members 
Entering Unmasked Estep 
Score: -33383492.000000 Penalty: 4128.553223
	Iteration 250Q: 3 clusters Score -3.338349e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 312250 members 
Entering Unmasked Estep 
Score: -33383556.000000 Penalty: 4128.553223
	Iteration 251Q: 3 clusters Score -3.338356e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 312995 members 
Entering Unmasked Estep 
Score: -33383644.000000 Penalty: 4128.553223
	Iteration 252Q: 3 clusters Score -3.338364e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 313725 members 
Entering Unmasked Estep 
Score: -33383790.000000 Penalty: 4128.553223
	Iteration 253Q: 3 clusters Score -3.338379e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 314410 members 
Entering Unmasked Estep 
Score: -33383834.000000 Penalty: 4128.553223
	Iteration 254Q: 3 clusters Score -3.338383e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 315045 members 
Entering Unmasked Estep 
Score: -33383880.000000 Penalty: 4128.553223
	Iteration 255Q: 3 clusters Score -3.338388e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 315689 members 
Entering Unmasked Estep 
Score: -33384010.000000 Penalty: 4128.553223
	Iteration 256Q: 3 clusters Score -3.338401e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 316306 members 
Entering Unmasked Estep 
Score: -33383954.000000 Penalty: 4128.553223
	Iteration 257Q: 3 clusters Score -3.338395e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 316902 members 
Entering Unmasked Estep 
Score: -33383886.000000 Penalty: 4128.553223
	Iteration 258Q: 3 clusters Score -3.338389e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 317475 members 
Entering Unmasked Estep 
Score: -33383972.000000 Penalty: 4128.553223
	Iteration 259Q: 3 clusters Score -3.338397e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 317989 members 
Entering Unmasked Estep 
Score: -33384046.000000 Penalty: 4128.553223
	Iteration 260F: 3 clusters Score -3.338405e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 318490 members 
Entering Unmasked Estep 
Score: -33383848.000000 Penalty: 4128.553223
	Iteration 261Q: 3 clusters Score -3.338385e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 318966 members 
Entering Unmasked Estep 
Score: -33383890.000000 Penalty: 4128.553223
	Iteration 262Q: 3 clusters Score -3.338389e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 319402 members 
Entering Unmasked Estep 
Score: -33383840.000000 Penalty: 4128.553223
	Iteration 263Q: 3 clusters Score -3.338384e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 319801 members 
Entering Unmasked Estep 
Score: -33383774.000000 Penalty: 4128.553223
	Iteration 264Q: 3 clusters Score -3.338377e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 320215 members 
Entering Unmasked Estep 
Score: -33383744.000000 Penalty: 4128.553223
	Iteration 265Q: 3 clusters Score -3.338374e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 320626 members 
Entering Unmasked Estep 
Score: -33383710.000000 Penalty: 4128.553223
	Iteration 266Q: 3 clusters Score -3.338371e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 321025 members 
Entering Unmasked Estep 
Score: -33383710.000000 Penalty: 4128.553223
	Iteration 267Q: 3 clusters Score -3.338371e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 321409 members 
Entering Unmasked Estep 
Score: -33383658.000000 Penalty: 4128.553223
	Iteration 268Q: 3 clusters Score -3.338366e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 321786 members 
Entering Unmasked Estep 
Score: -33383520.000000 Penalty: 4128.553223
	Iteration 269Q: 3 clusters Score -3.338352e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 322151 members 
Entering Unmasked Estep 
Score: -33383402.000000 Penalty: 4128.553223
	Iteration 270Q: 3 clusters Score -3.33834e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 322509 members 
Entering Unmasked Estep 
Score: -33383242.000000 Penalty: 4128.553223
	Iteration 271Q: 3 clusters Score -3.338324e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 322844 members 
Entering Unmasked Estep 
Score: -33383168.000000 Penalty: 4128.553223
	Iteration 272Q: 3 clusters Score -3.338317e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 323179 members 
Entering Unmasked Estep 
Score: -33383024.000000 Penalty: 4128.553223
	Iteration 273Q: 3 clusters Score -3.338302e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 323468 members 
Entering Unmasked Estep 
Score: -33382914.000000 Penalty: 4128.553223
	Iteration 274Q: 3 clusters Score -3.338291e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 323748 members 
Entering Unmasked Estep 
Score: -33382918.000000 Penalty: 4128.553223
	Iteration 275Q: 3 clusters Score -3.338292e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 324036 members 
Entering Unmasked Estep 
Score: -33382902.000000 Penalty: 4128.553223
	Iteration 276Q: 3 clusters Score -3.33829e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 324318 members 
Entering Unmasked Estep 
Score: -33382814.000000 Penalty: 4128.553223
	Iteration 277Q: 3 clusters Score -3.338281e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 324599 members 
Entering Unmasked Estep 
Score: -33382782.000000 Penalty: 4128.553223
	Iteration 278Q: 3 clusters Score -3.338278e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 324865 members 
Entering Unmasked Estep 
Score: -33382696.000000 Penalty: 4128.553223
	Iteration 279Q: 3 clusters Score -3.33827e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 325145 members 
Entering Unmasked Estep 
Score: -33382572.000000 Penalty: 4128.553223
	Iteration 280F: 3 clusters Score -3.338257e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 325408 members 
Entering Unmasked Estep 
Score: -33382448.000000 Penalty: 4128.553223
	Iteration 281Q: 3 clusters Score -3.338245e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 325647 members 
Entering Unmasked Estep 
Score: -33382394.000000 Penalty: 4128.553223
	Iteration 282Q: 3 clusters Score -3.338239e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 325874 members 
Entering Unmasked Estep 
Score: -33382282.000000 Penalty: 4128.553223
	Iteration 283Q: 3 clusters Score -3.338228e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 326106 members 
Entering Unmasked Estep 
Score: -33382168.000000 Penalty: 4128.553223
	Iteration 284Q: 3 clusters Score -3.338217e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 326277 members 
Entering Unmasked Estep 
Score: -33382102.000000 Penalty: 4128.553223
	Iteration 285Q: 3 clusters Score -3.33821e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 326438 members 
Entering Unmasked Estep 
Score: -33382078.000000 Penalty: 4128.553223
	Iteration 286Q: 3 clusters Score -3.338208e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 326572 members 
Entering Unmasked Estep 
Score: -33382018.000000 Penalty: 4128.553223
	Iteration 287Q: 3 clusters Score -3.338202e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 326710 members 
Entering Unmasked Estep 
Score: -33381962.000000 Penalty: 4128.553223
	Iteration 288Q: 3 clusters Score -3.338196e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 326828 members 
Entering Unmasked Estep 
Score: -33381906.000000 Penalty: 4128.553223
	Iteration 289Q: 3 clusters Score -3.338191e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 326926 members 
Entering Unmasked Estep 
Score: -33381844.000000 Penalty: 4128.553223
	Iteration 290Q: 3 clusters Score -3.338184e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 327007 members 
Entering Unmasked Estep 
Score: -33381798.000000 Penalty: 4128.553223
	Iteration 291Q: 3 clusters Score -3.33818e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 327075 members 
Entering Unmasked Estep 
Score: -33381766.000000 Penalty: 4128.553223
	Iteration 292Q: 3 clusters Score -3.338177e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 327136 members 
Entering Unmasked Estep 
Score: -33381716.000000 Penalty: 4128.553223
	Iteration 293Q: 3 clusters Score -3.338172e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 327194 members 
Entering Unmasked Estep 
Score: -33381728.000000 Penalty: 4128.553223
	Iteration 294Q: 3 clusters Score -3.338173e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 327251 members 
Entering Unmasked Estep 
Score: -33381696.000000 Penalty: 4128.553223
	Iteration 295Q: 3 clusters Score -3.33817e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 327314 members 
Entering Unmasked Estep 
Score: -33381652.000000 Penalty: 4128.553223
	Iteration 296Q: 3 clusters Score -3.338165e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 327359 members 
Entering Unmasked Estep 
Score: -33381656.000000 Penalty: 4128.553223
	Iteration 297Q: 3 clusters Score -3.338166e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 327413 members 
Entering Unmasked Estep 
Score: -33381616.000000 Penalty: 4128.553223
	Iteration 298Q: 3 clusters Score -3.338162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 327461 members 
Entering Unmasked Estep 
Score: -33381604.000000 Penalty: 4128.553223
	Iteration 299Q: 3 clusters Score -3.33816e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 327506 members 
Entering Unmasked Estep 
Score: -33381630.000000 Penalty: 4128.553223
	Iteration 300F: 3 clusters Score -3.338163e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 327541 members 
Entering Unmasked Estep 
Score: -33381622.000000 Penalty: 4128.553223
	Iteration 301Q: 3 clusters Score -3.338162e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 327580 members 
Entering Unmasked Estep 
Score: -33381600.000000 Penalty: 4128.553223
	Iteration 302Q: 3 clusters Score -3.33816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 327620 members 
Entering Unmasked Estep 
Score: -33381558.000000 Penalty: 4128.553223
	Iteration 303Q: 3 clusters Score -3.338156e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 327667 members 
Entering Unmasked Estep 
Score: -33381556.000000 Penalty: 4128.553223
	Iteration 304Q: 3 clusters Score -3.338156e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 327704 members 
Entering Unmasked Estep 
Score: -33381526.000000 Penalty: 4128.553223
	Iteration 305Q: 3 clusters Score -3.338153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 327735 members 
Entering Unmasked Estep 
Score: -33381550.000000 Penalty: 4128.553223
	Iteration 306Q: 3 clusters Score -3.338155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 327754 members 
Entering Unmasked Estep 
Score: -33381526.000000 Penalty: 4128.553223
	Iteration 307Q: 3 clusters Score -3.338153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 327778 members 
Entering Unmasked Estep 
Score: -33381530.000000 Penalty: 4128.553223
	Iteration 308Q: 3 clusters Score -3.338153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 327792 members 
Entering Unmasked Estep 
Score: -33381532.000000 Penalty: 4128.553223
	Iteration 309Q: 3 clusters Score -3.338153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 327808 members 
Entering Unmasked Estep 
Score: -33381510.000000 Penalty: 4128.553223
	Iteration 310Q: 3 clusters Score -3.338151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 327817 members 
Entering Unmasked Estep 
Score: -33381494.000000 Penalty: 4128.553223
	Iteration 311Q: 3 clusters Score -3.338149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 327830 members 
Entering Unmasked Estep 
Score: -33381484.000000 Penalty: 4128.553223
	Iteration 312Q: 3 clusters Score -3.338148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 327843 members 
Entering Unmasked Estep 
Score: -33381468.000000 Penalty: 4128.553223
	Iteration 313Q: 3 clusters Score -3.338147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 327852 members 
Entering Unmasked Estep 
Score: -33381452.000000 Penalty: 4128.553223
	Iteration 314Q: 3 clusters Score -3.338145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 327867 members 
Entering Unmasked Estep 
Score: -33381458.000000 Penalty: 4128.553223
	Iteration 315Q: 3 clusters Score -3.338146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 327875 members 
Entering Unmasked Estep 
Score: -33381454.000000 Penalty: 4128.553223
	Iteration 316Q: 3 clusters Score -3.338145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 327885 members 
Entering Unmasked Estep 
Score: -33381422.000000 Penalty: 4128.553223
	Iteration 317Q: 3 clusters Score -3.338142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 327897 members 
Entering Unmasked Estep 
Score: -33381414.000000 Penalty: 4128.553223
	Iteration 318Q: 3 clusters Score -3.338141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 327904 members 
Entering Unmasked Estep 
Score: -33381418.000000 Penalty: 4128.553223
	Iteration 319Q: 3 clusters Score -3.338142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 327915 members 
Entering Unmasked Estep 
Score: -33381412.000000 Penalty: 4128.553223
	Iteration 320F: 3 clusters Score -3.338141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 327922 members 
Entering Unmasked Estep 
Score: -33381420.000000 Penalty: 4128.553223
	Iteration 321Q: 3 clusters Score -3.338142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 327928 members 
Entering Unmasked Estep 
Score: -33381420.000000 Penalty: 4128.553223
	Iteration 322Q: 3 clusters Score -3.338142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 327933 members 
Entering Unmasked Estep 
Score: -33381412.000000 Penalty: 4128.553223
	Iteration 323Q: 3 clusters Score -3.338141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 327940 members 
Entering Unmasked Estep 
Score: -33381418.000000 Penalty: 4128.553223
	Iteration 324Q: 3 clusters Score -3.338142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 327951 members 
Entering Unmasked Estep 
Score: -33381422.000000 Penalty: 4128.553223
	Iteration 325Q: 3 clusters Score -3.338142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 327958 members 
Entering Unmasked Estep 
Score: -33381436.000000 Penalty: 4128.553223
	Iteration 326Q: 3 clusters Score -3.338144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 327965 members 
Entering Unmasked Estep 
Score: -33381442.000000 Penalty: 4128.553223
	Iteration 327Q: 3 clusters Score -3.338144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 327972 members 
Entering Unmasked Estep 
Score: -33381432.000000 Penalty: 4128.553223
	Iteration 328Q: 3 clusters Score -3.338143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 327979 members 
Entering Unmasked Estep 
Score: -33381426.000000 Penalty: 4128.553223
	Iteration 329Q: 3 clusters Score -3.338143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 327979 members 
Entering Unmasked Estep 
Score: -33381426.000000 Penalty: 4128.553223
	Iteration 330F: 3 clusters Score -3.338143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Entering Unmasked Estep 
Score: -5049339.000000 Penalty: 1754.605591
	Iteration 0F: 2 clusters Score -5049339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -5016605.500000 Penalty: 3509.211182
	Iteration 0F: 3 clusters Score -5016606 nChanged 22931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -5029799.500000 Penalty: 3509.211182
	Iteration 1F: 3 clusters Score -5029800 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -5030270.000000 Penalty: 3509.211182
	Iteration 2Q: 3 clusters Score -5030270 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -5030803.500000 Penalty: 3509.211182
	Iteration 3Q: 3 clusters Score -5030804 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5031588 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5032658 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -5034190.500000 Penalty: 3509.211182
	Iteration 6F: 3 clusters Score -5034190 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -5036279.500000 Penalty: 3509.211182
	Iteration 7F: 3 clusters Score -5036280 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5038828 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -5041123.500000 Penalty: 3509.211182
	Iteration 9F: 3 clusters Score -5041124 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5042394 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -5042914.500000 Penalty: 3509.211182
	Iteration 11Q: 3 clusters Score -5042914 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -5043202.500000 Penalty: 3509.211182
	Iteration 12Q: 3 clusters Score -5043202 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -5043435.000000 Penalty: 3509.211182
	Iteration 13Q: 3 clusters Score -5043435 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -5043616.000000 Penalty: 3509.211182
	Iteration 14Q: 3 clusters Score -5043616 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5043762 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5043919 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5044016 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5044124 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5044238 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -5044327.500000 Penalty: 3509.211182
	Iteration 20F: 3 clusters Score -5044328 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -5044409.500000 Penalty: 3509.211182
	Iteration 21Q: 3 clusters Score -5044410 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -5044503.500000 Penalty: 3509.211182
	Iteration 22Q: 3 clusters Score -5044504 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -5044649.500000 Penalty: 3509.211182
	Iteration 23Q: 3 clusters Score -5044650 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5044800.000000 Penalty: 3509.211182
	Iteration 24Q: 3 clusters Score -5044800 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -5044976.500000 Penalty: 3509.211182
	Iteration 25Q: 3 clusters Score -5044976 nChanged 538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5045100 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -5045224.500000 Penalty: 3509.211182
	Iteration 27Q: 3 clusters Score -5045224 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5045365 nChanged 536
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5045527 nChanged 522
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Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5045650 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5045802 nChanged 481
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5045932.500000 Penalty: 3509.211182
	Iteration 32Q: 3 clusters Score -5045932 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5046076 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5046230 nChanged 435
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Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5046400 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5046516 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5046634.000000 Penalty: 3509.211182
	Iteration 37Q: 3 clusters Score -5046634 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5046730 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5046803.000000 Penalty: 3509.211182
	Iteration 39Q: 3 clusters Score -5046803 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5046898 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5046940 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -5047024.500000 Penalty: 3509.211182
	Iteration 42Q: 3 clusters Score -5047024 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -5047105.500000 Penalty: 3509.211182
	Iteration 43Q: 3 clusters Score -5047106 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -5047152.500000 Penalty: 3509.211182
	Iteration 44Q: 3 clusters Score -5047152 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -5047225.000000 Penalty: 3509.211182
	Iteration 45Q: 3 clusters Score -5047225 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -5047272.000000 Penalty: 3509.211182
	Iteration 46Q: 3 clusters Score -5047272 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -5047334.500000 Penalty: 3509.211182
	Iteration 47Q: 3 clusters Score -5047334 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -5047353.500000 Penalty: 3509.211182
	Iteration 48Q: 3 clusters Score -5047354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -5047405.500000 Penalty: 3509.211182
	Iteration 49Q: 3 clusters Score -5047406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -5047475.000000 Penalty: 3509.211182
	Iteration 50Q: 3 clusters Score -5047475 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -5047494.500000 Penalty: 3509.211182
	Iteration 51Q: 3 clusters Score -5047494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -5047529.000000 Penalty: 3509.211182
	Iteration 52Q: 3 clusters Score -5047529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -5047562.000000 Penalty: 3509.211182
	Iteration 53Q: 3 clusters Score -5047562 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -5047586.500000 Penalty: 3509.211182
	Iteration 54Q: 3 clusters Score -5047586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -5047630.500000 Penalty: 3509.211182
	Iteration 55Q: 3 clusters Score -5047630 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -5047663.500000 Penalty: 3509.211182
	Iteration 56Q: 3 clusters Score -5047664 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -5047665.000000 Penalty: 3509.211182
	Iteration 57Q: 3 clusters Score -5047665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -5047694.000000 Penalty: 3509.211182
	Iteration 58Q: 3 clusters Score -5047694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -5047706.000000 Penalty: 3509.211182
	Iteration 59Q: 3 clusters Score -5047706 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -5047739.500000 Penalty: 3509.211182
	Iteration 60F: 3 clusters Score -5047740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -5047748.000000 Penalty: 3509.211182
	Iteration 61Q: 3 clusters Score -5047748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -5047763.500000 Penalty: 3509.211182
	Iteration 62Q: 3 clusters Score -5047764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5047770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5047786 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5047788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -5047820.000000 Penalty: 3509.211182
	Iteration 66Q: 3 clusters Score -5047820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -5047835.000000 Penalty: 3509.211182
	Iteration 67Q: 3 clusters Score -5047835 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -5047827.500000 Penalty: 3509.211182
	Iteration 68Q: 3 clusters Score -5047828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5047839 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -5047841.000000 Penalty: 3509.211182
	Iteration 70Q: 3 clusters Score -5047841 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -5047845.000000 Penalty: 3509.211182
	Iteration 71Q: 3 clusters Score -5047845 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5047850 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5047864 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5047864 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5047865 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5047870 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5047876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5047878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -5047881.000000 Penalty: 3509.211182
	Iteration 79Q: 3 clusters Score -5047881 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5047892 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5047894 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -5047899.500000 Penalty: 3509.211182
	Iteration 82Q: 3 clusters Score -5047900 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -5047901.500000 Penalty: 3509.211182
	Iteration 83Q: 3 clusters Score -5047902 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5047902 nChanged 7
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Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5047896 nChanged 12
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Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5047908 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -5047913.500000 Penalty: 3509.211182
	Iteration 87Q: 3 clusters Score -5047914 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5047914 nChanged 7
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Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5047921 nChanged 8
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Mstep: Class 1 contains 975 members 
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Entering Unmasked Estep 
Score: -5047923.500000 Penalty: 3509.211182
	Iteration 90Q: 3 clusters Score -5047924 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5047930 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -5047931.500000 Penalty: 3509.211182
	Iteration 92Q: 3 clusters Score -5047932 nChanged 9
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5047936 nChanged 9
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Mstep: Class 1 contains 941 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5047932 nChanged 8
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Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -5047938.500000 Penalty: 3509.211182
	Iteration 95Q: 3 clusters Score -5047938 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -5047946.500000 Penalty: 3509.211182
	Iteration 96Q: 3 clusters Score -5047946 nChanged 3
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Entering Unmasked Estep 
Score: -5047944.500000 Penalty: 3509.211182
	Iteration 97Q: 3 clusters Score -5047944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -5047951.000000 Penalty: 3509.211182
	Iteration 98Q: 3 clusters Score -5047951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -5047946.500000 Penalty: 3509.211182
	Iteration 99Q: 3 clusters Score -5047946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -5047946.500000 Penalty: 3509.211182
	Iteration 100F: 3 clusters Score -5047946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -340688.125000 Penalty: 1313.289917
	Iteration 0F: 2 clusters Score -340688.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -337847.687500 Penalty: 2626.579834
	Iteration 0F: 3 clusters Score -337847.7 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -338501.468750 Penalty: 2626.579834
	Iteration 1F: 3 clusters Score -338501.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -338642.125000 Penalty: 2626.579834
	Iteration 2F: 3 clusters Score -338642.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -338736.375000 Penalty: 2626.579834
	Iteration 3Q: 3 clusters Score -338736.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -338795.875000 Penalty: 2626.579834
	Iteration 4Q: 3 clusters Score -338795.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -338842.562500 Penalty: 2626.579834
	Iteration 5Q: 3 clusters Score -338842.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -338891.687500 Penalty: 2626.579834
	Iteration 6Q: 3 clusters Score -338891.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -338946.375000 Penalty: 2626.579834
	Iteration 7Q: 3 clusters Score -338946.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -338993.343750 Penalty: 2626.579834
	Iteration 8Q: 3 clusters Score -338993.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -339036.375000 Penalty: 2626.579834
	Iteration 9Q: 3 clusters Score -339036.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -339087.500000 Penalty: 2626.579834
	Iteration 10Q: 3 clusters Score -339087.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -339150.812500 Penalty: 2626.579834
	Iteration 11Q: 3 clusters Score -339150.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -339216.781250 Penalty: 2626.579834
	Iteration 12Q: 3 clusters Score -339216.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -339269.843750 Penalty: 2626.579834
	Iteration 13Q: 3 clusters Score -339269.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -339326.218750 Penalty: 2626.579834
	Iteration 14Q: 3 clusters Score -339326.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -339369.093750 Penalty: 2626.579834
	Iteration 15Q: 3 clusters Score -339369.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -339394.781250 Penalty: 2626.579834
	Iteration 16Q: 3 clusters Score -339394.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -339416.125000 Penalty: 2626.579834
	Iteration 17Q: 3 clusters Score -339416.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -339428.562500 Penalty: 2626.579834
	Iteration 18Q: 3 clusters Score -339428.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -339436.000000 Penalty: 2626.579834
	Iteration 19Q: 3 clusters Score -339436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -339443.937500 Penalty: 2626.579834
	Iteration 20F: 3 clusters Score -339443.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -339449.468750 Penalty: 2626.579834
	Iteration 21Q: 3 clusters Score -339449.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -339455.781250 Penalty: 2626.579834
	Iteration 22Q: 3 clusters Score -339455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -339457.343750 Penalty: 2626.579834
	Iteration 23Q: 3 clusters Score -339457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -339458.000000 Penalty: 2626.579834
	Iteration 24Q: 3 clusters Score -339458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -339458.625000 Penalty: 2626.579834
	Iteration 25Q: 3 clusters Score -339458.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -339458.625000 Penalty: 2626.579834
	Iteration 26F: 3 clusters Score -339458.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Entering Unmasked Estep 
Score: -7957171.000000 Penalty: 1827.731567
	Iteration 0F: 2 clusters Score -7957171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -7905930.000000 Penalty: 3655.463135
	Iteration 0F: 3 clusters Score -7905930 nChanged 36515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -7926927.000000 Penalty: 3655.463135
	Iteration 1F: 3 clusters Score -7926927 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -7927503.500000 Penalty: 3655.463135
	Iteration 2Q: 3 clusters Score -7927504 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -7928316.500000 Penalty: 3655.463135
	Iteration 3Q: 3 clusters Score -7928316 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -7929557.500000 Penalty: 3655.463135
	Iteration 4Q: 3 clusters Score -7929558 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -7931864.500000 Penalty: 3655.463135
	Iteration 5F: 3 clusters Score -7931864 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -7935768.500000 Penalty: 3655.463135
	Iteration 6F: 3 clusters Score -7935768 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -7941098.500000 Penalty: 3655.463135
	Iteration 7F: 3 clusters Score -7941098 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -7946616.500000 Penalty: 3655.463135
	Iteration 8F: 3 clusters Score -7946616 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -7950868.500000 Penalty: 3655.463135
	Iteration 9F: 3 clusters Score -7950868 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7953405.500000 Penalty: 3655.463135
	Iteration 10Q: 3 clusters Score -7953406 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7954652.500000 Penalty: 3655.463135
	Iteration 11Q: 3 clusters Score -7954652 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7955118.000000 Penalty: 3655.463135
	Iteration 12Q: 3 clusters Score -7955118 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7955317.500000 Penalty: 3655.463135
	Iteration 13Q: 3 clusters Score -7955318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7955407.500000 Penalty: 3655.463135
	Iteration 14Q: 3 clusters Score -7955408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7955442.000000 Penalty: 3655.463135
	Iteration 15Q: 3 clusters Score -7955442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7955472.500000 Penalty: 3655.463135
	Iteration 16Q: 3 clusters Score -7955472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7955500.000000 Penalty: 3655.463135
	Iteration 17Q: 3 clusters Score -7955500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7955533.500000 Penalty: 3655.463135
	Iteration 18Q: 3 clusters Score -7955534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7955534.500000 Penalty: 3655.463135
	Iteration 19Q: 3 clusters Score -7955534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7955534.500000 Penalty: 3655.463135
	Iteration 20F: 3 clusters Score -7955534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7955540.500000 Penalty: 3655.463135
	Iteration 21Q: 3 clusters Score -7955540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7955540.000000 Penalty: 3655.463135
	Iteration 22Q: 3 clusters Score -7955540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7955540.000000 Penalty: 3655.463135
	Iteration 23F: 3 clusters Score -7955540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Entering Unmasked Estep 
Score: -4777668.000000 Penalty: 1744.597412
	Iteration 0F: 2 clusters Score -4777668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4746873.500000 Penalty: 3489.194824
	Iteration 0F: 3 clusters Score -4746874 nChanged 21557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4758972.500000 Penalty: 3489.194824
	Iteration 1F: 3 clusters Score -4758972 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4759544.500000 Penalty: 3489.194824
	Iteration 2Q: 3 clusters Score -4759544 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -4760184.000000 Penalty: 3489.194824
	Iteration 3Q: 3 clusters Score -4760184 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -4761009.500000 Penalty: 3489.194824
	Iteration 4Q: 3 clusters Score -4761010 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -4762153.000000 Penalty: 3489.194824
	Iteration 5F: 3 clusters Score -4762153 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4763937.000000 Penalty: 3489.194824
	Iteration 6F: 3 clusters Score -4763937 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -4766679.500000 Penalty: 3489.194824
	Iteration 7F: 3 clusters Score -4766680 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4770266.000000 Penalty: 3489.194824
	Iteration 8F: 3 clusters Score -4770266 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4772573.000000 Penalty: 3489.194824
	Iteration 9F: 3 clusters Score -4772573 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4773356.500000 Penalty: 3489.194824
	Iteration 10Q: 3 clusters Score -4773356 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4773596.000000 Penalty: 3489.194824
	Iteration 11Q: 3 clusters Score -4773596 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4773750.000000 Penalty: 3489.194824
	Iteration 12Q: 3 clusters Score -4773750 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4773891.500000 Penalty: 3489.194824
	Iteration 13Q: 3 clusters Score -4773892 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4774040.500000 Penalty: 3489.194824
	Iteration 14Q: 3 clusters Score -4774040 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -4774173.000000 Penalty: 3489.194824
	Iteration 15Q: 3 clusters Score -4774173 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -4774273.000000 Penalty: 3489.194824
	Iteration 16Q: 3 clusters Score -4774273 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -4774386.000000 Penalty: 3489.194824
	Iteration 17Q: 3 clusters Score -4774386 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -4774498.500000 Penalty: 3489.194824
	Iteration 18Q: 3 clusters Score -4774498 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -4774617.000000 Penalty: 3489.194824
	Iteration 19Q: 3 clusters Score -4774617 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -4774717.500000 Penalty: 3489.194824
	Iteration 20F: 3 clusters Score -4774718 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -4774842.000000 Penalty: 3489.194824
	Iteration 21Q: 3 clusters Score -4774842 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4774938.500000 Penalty: 3489.194824
	Iteration 22Q: 3 clusters Score -4774938 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -4775032.500000 Penalty: 3489.194824
	Iteration 23Q: 3 clusters Score -4775032 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -4775135.000000 Penalty: 3489.194824
	Iteration 24Q: 3 clusters Score -4775135 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -4775238.000000 Penalty: 3489.194824
	Iteration 25Q: 3 clusters Score -4775238 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -4775350.500000 Penalty: 3489.194824
	Iteration 26Q: 3 clusters Score -4775350 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -4775438.500000 Penalty: 3489.194824
	Iteration 27Q: 3 clusters Score -4775438 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -4775540.500000 Penalty: 3489.194824
	Iteration 28Q: 3 clusters Score -4775540 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -4775624.000000 Penalty: 3489.194824
	Iteration 29Q: 3 clusters Score -4775624 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -4775735.000000 Penalty: 3489.194824
	Iteration 30Q: 3 clusters Score -4775735 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -4775837.000000 Penalty: 3489.194824
	Iteration 31Q: 3 clusters Score -4775837 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -4775916.000000 Penalty: 3489.194824
	Iteration 32Q: 3 clusters Score -4775916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -4775997.000000 Penalty: 3489.194824
	Iteration 33Q: 3 clusters Score -4775997 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -4776075.000000 Penalty: 3489.194824
	Iteration 34Q: 3 clusters Score -4776075 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -4776129.500000 Penalty: 3489.194824
	Iteration 35Q: 3 clusters Score -4776130 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -4776180.000000 Penalty: 3489.194824
	Iteration 36Q: 3 clusters Score -4776180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -4776201.000000 Penalty: 3489.194824
	Iteration 37Q: 3 clusters Score -4776201 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -4776230.000000 Penalty: 3489.194824
	Iteration 38Q: 3 clusters Score -4776230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -4776248.000000 Penalty: 3489.194824
	Iteration 39Q: 3 clusters Score -4776248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -4776278.500000 Penalty: 3489.194824
	Iteration 40F: 3 clusters Score -4776278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -4776297.500000 Penalty: 3489.194824
	Iteration 41Q: 3 clusters Score -4776298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -4776311.000000 Penalty: 3489.194824
	Iteration 42Q: 3 clusters Score -4776311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -4776314.000000 Penalty: 3489.194824
	Iteration 43Q: 3 clusters Score -4776314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -4776322.500000 Penalty: 3489.194824
	Iteration 44Q: 3 clusters Score -4776322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -4776327.500000 Penalty: 3489.194824
	Iteration 45Q: 3 clusters Score -4776328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -4776313.500000 Penalty: 3489.194824
	Iteration 46Q: 3 clusters Score -4776314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -4776322.000000 Penalty: 3489.194824
	Iteration 47Q: 3 clusters Score -4776322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -4776332.000000 Penalty: 3489.194824
	Iteration 48Q: 3 clusters Score -4776332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -4776329.000000 Penalty: 3489.194824
	Iteration 49Q: 3 clusters Score -4776329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -4776335.500000 Penalty: 3489.194824
	Iteration 50Q: 3 clusters Score -4776336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -4776337.500000 Penalty: 3489.194824
	Iteration 51Q: 3 clusters Score -4776338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -4776336.000000 Penalty: 3489.194824
	Iteration 52Q: 3 clusters Score -4776336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -4776354.000000 Penalty: 3489.194824
	Iteration 53Q: 3 clusters Score -4776354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -4776361.500000 Penalty: 3489.194824
	Iteration 54Q: 3 clusters Score -4776362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -4776351.000000 Penalty: 3489.194824
	Iteration 55Q: 3 clusters Score -4776351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -4776358.000000 Penalty: 3489.194824
	Iteration 56Q: 3 clusters Score -4776358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -4776356.500000 Penalty: 3489.194824
	Iteration 57Q: 3 clusters Score -4776356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -4776360.500000 Penalty: 3489.194824
	Iteration 58Q: 3 clusters Score -4776360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -4776365.000000 Penalty: 3489.194824
	Iteration 59Q: 3 clusters Score -4776365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -4776364.000000 Penalty: 3489.194824
	Iteration 60F: 3 clusters Score -4776364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -4776361.500000 Penalty: 3489.194824
	Iteration 61Q: 3 clusters Score -4776362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -4776361.500000 Penalty: 3489.194824
	Iteration 62F: 3 clusters Score -4776362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Entering Unmasked Estep 
Score: -6268258.000000 Penalty: 1788.934448
	Iteration 0F: 2 clusters Score -6268258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -6228016.000000 Penalty: 3577.868896
	Iteration 0F: 3 clusters Score -6228016 nChanged 28470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -6244045.500000 Penalty: 3577.868896
	Iteration 1F: 3 clusters Score -6244046 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -6244713.000000 Penalty: 3577.868896
	Iteration 2Q: 3 clusters Score -6244713 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -6245654.500000 Penalty: 3577.868896
	Iteration 3Q: 3 clusters Score -6245654 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -6247216.000000 Penalty: 3577.868896
	Iteration 4F: 3 clusters Score -6247216 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -6249969.000000 Penalty: 3577.868896
	Iteration 5F: 3 clusters Score -6249969 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -6254033.500000 Penalty: 3577.868896
	Iteration 6F: 3 clusters Score -6254034 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -6258635.000000 Penalty: 3577.868896
	Iteration 7F: 3 clusters Score -6258635 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -6262198.500000 Penalty: 3577.868896
	Iteration 8F: 3 clusters Score -6262198 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -6264259.500000 Penalty: 3577.868896
	Iteration 9Q: 3 clusters Score -6264260 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -6265262.500000 Penalty: 3577.868896
	Iteration 10Q: 3 clusters Score -6265262 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -6265742.000000 Penalty: 3577.868896
	Iteration 11Q: 3 clusters Score -6265742 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6265982.500000 Penalty: 3577.868896
	Iteration 12Q: 3 clusters Score -6265982 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -6266153.000000 Penalty: 3577.868896
	Iteration 13Q: 3 clusters Score -6266153 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6266240.000000 Penalty: 3577.868896
	Iteration 14Q: 3 clusters Score -6266240 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6266316.000000 Penalty: 3577.868896
	Iteration 15Q: 3 clusters Score -6266316 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6266383.500000 Penalty: 3577.868896
	Iteration 16Q: 3 clusters Score -6266384 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6266451.000000 Penalty: 3577.868896
	Iteration 17Q: 3 clusters Score -6266451 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6266505.000000 Penalty: 3577.868896
	Iteration 18Q: 3 clusters Score -6266505 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6266567.000000 Penalty: 3577.868896
	Iteration 19Q: 3 clusters Score -6266567 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6266609.500000 Penalty: 3577.868896
	Iteration 20F: 3 clusters Score -6266610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6266650.000000 Penalty: 3577.868896
	Iteration 21Q: 3 clusters Score -6266650 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6266668.000000 Penalty: 3577.868896
	Iteration 22Q: 3 clusters Score -6266668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6266696.000000 Penalty: 3577.868896
	Iteration 23Q: 3 clusters Score -6266696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6266700.000000 Penalty: 3577.868896
	Iteration 24Q: 3 clusters Score -6266700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6266737.000000 Penalty: 3577.868896
	Iteration 25Q: 3 clusters Score -6266737 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6266755.000000 Penalty: 3577.868896
	Iteration 26Q: 3 clusters Score -6266755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6266775.000000 Penalty: 3577.868896
	Iteration 27Q: 3 clusters Score -6266775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6266785.000000 Penalty: 3577.868896
	Iteration 28Q: 3 clusters Score -6266785 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6266798.500000 Penalty: 3577.868896
	Iteration 29Q: 3 clusters Score -6266798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6266808.000000 Penalty: 3577.868896
	Iteration 30Q: 3 clusters Score -6266808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6266818.000000 Penalty: 3577.868896
	Iteration 31Q: 3 clusters Score -6266818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6266831.500000 Penalty: 3577.868896
	Iteration 32Q: 3 clusters Score -6266832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6266847.500000 Penalty: 3577.868896
	Iteration 33Q: 3 clusters Score -6266848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6266849.500000 Penalty: 3577.868896
	Iteration 34Q: 3 clusters Score -6266850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6266848.500000 Penalty: 3577.868896
	Iteration 35Q: 3 clusters Score -6266848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6266846.000000 Penalty: 3577.868896
	Iteration 36Q: 3 clusters Score -6266846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6266858.000000 Penalty: 3577.868896
	Iteration 37Q: 3 clusters Score -6266858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6266863.000000 Penalty: 3577.868896
	Iteration 38Q: 3 clusters Score -6266863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6266874.000000 Penalty: 3577.868896
	Iteration 39Q: 3 clusters Score -6266874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6266871.000000 Penalty: 3577.868896
	Iteration 40F: 3 clusters Score -6266871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6266871.500000 Penalty: 3577.868896
	Iteration 41Q: 3 clusters Score -6266872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6266881.000000 Penalty: 3577.868896
	Iteration 42Q: 3 clusters Score -6266881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6266881.500000 Penalty: 3577.868896
	Iteration 43Q: 3 clusters Score -6266882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6266883.500000 Penalty: 3577.868896
	Iteration 44Q: 3 clusters Score -6266884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6266885.500000 Penalty: 3577.868896
	Iteration 45Q: 3 clusters Score -6266886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6266882.000000 Penalty: 3577.868896
	Iteration 46Q: 3 clusters Score -6266882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6266882.000000 Penalty: 3577.868896
	Iteration 47Q: 3 clusters Score -6266882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6266888.500000 Penalty: 3577.868896
	Iteration 48Q: 3 clusters Score -6266888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6266908.500000 Penalty: 3577.868896
	Iteration 49Q: 3 clusters Score -6266908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6266909.500000 Penalty: 3577.868896
	Iteration 50Q: 3 clusters Score -6266910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6266905.000000 Penalty: 3577.868896
	Iteration 51Q: 3 clusters Score -6266905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6266915.000000 Penalty: 3577.868896
	Iteration 52Q: 3 clusters Score -6266915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6266919.000000 Penalty: 3577.868896
	Iteration 53Q: 3 clusters Score -6266919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6266924.000000 Penalty: 3577.868896
	Iteration 54Q: 3 clusters Score -6266924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6266926.000000 Penalty: 3577.868896
	Iteration 55Q: 3 clusters Score -6266926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6266927.000000 Penalty: 3577.868896
	Iteration 56Q: 3 clusters Score -6266927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6266934.000000 Penalty: 3577.868896
	Iteration 57Q: 3 clusters Score -6266934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6266942.500000 Penalty: 3577.868896
	Iteration 58Q: 3 clusters Score -6266942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6266942.000000 Penalty: 3577.868896
	Iteration 59Q: 3 clusters Score -6266942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6266944.000000 Penalty: 3577.868896
	Iteration 60F: 3 clusters Score -6266944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6266943.000000 Penalty: 3577.868896
	Iteration 61Q: 3 clusters Score -6266943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6266946.500000 Penalty: 3577.868896
	Iteration 62Q: 3 clusters Score -6266946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6266946.500000 Penalty: 3577.868896
	Iteration 63Q: 3 clusters Score -6266946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6266948.500000 Penalty: 3577.868896
	Iteration 64Q: 3 clusters Score -6266948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6266948.500000 Penalty: 3577.868896
	Iteration 65Q: 3 clusters Score -6266948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6266952.500000 Penalty: 3577.868896
	Iteration 66Q: 3 clusters Score -6266952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6266956.500000 Penalty: 3577.868896
	Iteration 67Q: 3 clusters Score -6266956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6266959.500000 Penalty: 3577.868896
	Iteration 68Q: 3 clusters Score -6266960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6266956.500000 Penalty: 3577.868896
	Iteration 69Q: 3 clusters Score -6266956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6266962.000000 Penalty: 3577.868896
	Iteration 70Q: 3 clusters Score -6266962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6266962.000000 Penalty: 3577.868896
	Iteration 71Q: 3 clusters Score -6266962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6266963.000000 Penalty: 3577.868896
	Iteration 72Q: 3 clusters Score -6266963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6266963.000000 Penalty: 3577.868896
	Iteration 73F: 3 clusters Score -6266963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 28280 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 48012 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 31315 members 
Mstep: Class 11 contains 194913 members 
Mstep: Class 12 contains 328812 members 
Mstep: Class 14 contains 48902 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 76694 members 
Mstep: Class 20 contains 45981 members 
Mstep: Class 21 contains 60405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144432.000000 Penalty: 33526.671875
Iteration 79Q: 16 clusters Score -9.414443e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 28271 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 47987 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6584 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 9 contains 31391 members 
Mstep: Class 11 contains 194360 members 
Mstep: Class 12 contains 328599 members 
Mstep: Class 14 contains 48875 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 17 contains 76703 members 
Mstep: Class 20 contains 46687 members 
Mstep: Class 21 contains 60472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144792.000000 Penalty: 33526.671875
Iteration 80F: 16 clusters Score -9.414479e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 28280 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 47958 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 6593 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 31453 members 
Mstep: Class 11 contains 193836 members 
Mstep: Class 12 contains 328348 members 
Mstep: Class 14 contains 48857 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 76727 members 
Mstep: Class 20 contains 47371 members 
Mstep: Class 21 contains 60536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 16 clusters Score -9.414517e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 28283 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 47937 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 6607 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 31496 members 
Mstep: Class 11 contains 193262 members 
Mstep: Class 12 contains 328172 members 
Mstep: Class 14 contains 48839 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 76764 members 
Mstep: Class 20 contains 48052 members 
Mstep: Class 21 contains 60600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145752.000000 Penalty: 33526.671875
Iteration 82Q: 16 clusters Score -9.414575e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 47914 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6617 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 31525 members 
Mstep: Class 11 contains 192718 members 
Mstep: Class 12 contains 328030 members 
Mstep: Class 14 contains 48799 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 76802 members 
Mstep: Class 20 contains 48702 members 
Mstep: Class 21 contains 60674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146176.000000 Penalty: 33526.671875
Iteration 83Q: 16 clusters Score -9.414618e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 47893 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 6627 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 31558 members 
Mstep: Class 11 contains 192178 members 
Mstep: Class 12 contains 327899 members 
Mstep: Class 14 contains 48744 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 76826 members 
Mstep: Class 20 contains 49338 members 
Mstep: Class 21 contains 60746 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 16 clusters Score -9.414604e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 47856 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6635 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 31589 members 
Mstep: Class 11 contains 191708 members 
Mstep: Class 12 contains 327785 members 
Mstep: Class 14 contains 48693 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 76852 members 
Mstep: Class 20 contains 49953 members 
Mstep: Class 21 contains 60792 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 16 clusters Score -9.414648e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 28265 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 47848 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 6642 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 31624 members 
Mstep: Class 11 contains 191224 members 
Mstep: Class 12 contains 327655 members 
Mstep: Class 14 contains 48633 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 76880 members 
Mstep: Class 20 contains 50571 members 
Mstep: Class 21 contains 60831 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 16 clusters Score -9.414681e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 28250 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 47850 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 31674 members 
Mstep: Class 11 contains 190681 members 
Mstep: Class 12 contains 327583 members 
Mstep: Class 14 contains 48579 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 76909 members 
Mstep: Class 20 contains 51184 members 
Mstep: Class 21 contains 60860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146752.000000 Penalty: 33526.671875
Iteration 87Q: 16 clusters Score -9.414675e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 28223 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 47825 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6648 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 31717 members 
Mstep: Class 11 contains 190207 members 
Mstep: Class 12 contains 327521 members 
Mstep: Class 14 contains 48531 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 76937 members 
Mstep: Class 20 contains 51746 members 
Mstep: Class 21 contains 60898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146936.000000 Penalty: 33526.671875
Iteration 88Q: 16 clusters Score -9.414694e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 28196 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 47801 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6648 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 31750 members 
Mstep: Class 11 contains 189746 members 
Mstep: Class 12 contains 327498 members 
Mstep: Class 14 contains 48455 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 76950 members 
Mstep: Class 20 contains 52311 members 
Mstep: Class 21 contains 60919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146944.000000 Penalty: 33526.671875
Iteration 89Q: 16 clusters Score -9.414694e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 28169 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 47802 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 31770 members 
Mstep: Class 11 contains 189251 members 
Mstep: Class 12 contains 327495 members 
Mstep: Class 14 contains 48414 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 76974 members 
Mstep: Class 20 contains 52822 members 
Mstep: Class 21 contains 60943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147064.000000 Penalty: 33526.671875
Iteration 90Q: 16 clusters Score -9.414706e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 28139 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 47797 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6652 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 31799 members 
Mstep: Class 11 contains 188748 members 
Mstep: Class 12 contains 327523 members 
Mstep: Class 14 contains 48372 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 76988 members 
Mstep: Class 20 contains 53351 members 
Mstep: Class 21 contains 60951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147176.000000 Penalty: 33526.671875
Iteration 91Q: 16 clusters Score -9.414718e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 28107 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 47778 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6656 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 31826 members 
Mstep: Class 11 contains 188257 members 
Mstep: Class 12 contains 327603 members 
Mstep: Class 14 contains 48331 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 76999 members 
Mstep: Class 20 contains 53851 members 
Mstep: Class 21 contains 60954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147096.000000 Penalty: 33526.671875
Iteration 92Q: 16 clusters Score -9.41471e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 28087 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 47774 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 31844 members 
Mstep: Class 11 contains 187734 members 
Mstep: Class 12 contains 327648 members 
Mstep: Class 14 contains 48298 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 77008 members 
Mstep: Class 20 contains 54361 members 
Mstep: Class 21 contains 60973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147312.000000 Penalty: 33526.671875
Iteration 93Q: 16 clusters Score -9.414731e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 28067 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 47774 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 31863 members 
Mstep: Class 11 contains 187224 members 
Mstep: Class 12 contains 327690 members 
Mstep: Class 14 contains 48275 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 77008 members 
Mstep: Class 20 contains 54837 members 
Mstep: Class 21 contains 61022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147416.000000 Penalty: 33526.671875
Iteration 94Q: 16 clusters Score -9.414742e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 28047 members 
Mstep: Class 3 contains 2021 members 
Mstep: Class 4 contains 47762 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6673 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 31886 members 
Mstep: Class 11 contains 186755 members 
Mstep: Class 12 contains 327712 members 
Mstep: Class 14 contains 48244 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 77012 members 
Mstep: Class 20 contains 55315 members 
Mstep: Class 21 contains 61056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147656.000000 Penalty: 33526.671875
Iteration 95Q: 16 clusters Score -9.414766e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 28032 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 47755 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 31899 members 
Mstep: Class 11 contains 186265 members 
Mstep: Class 12 contains 327715 members 
Mstep: Class 14 contains 48222 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 77034 members 
Mstep: Class 20 contains 55793 members 
Mstep: Class 21 contains 61111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147344.000000 Penalty: 33526.671875
Iteration 96Q: 16 clusters Score -9.414734e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 28018 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 47746 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6683 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 31928 members 
Mstep: Class 11 contains 185762 members 
Mstep: Class 12 contains 327716 members 
Mstep: Class 14 contains 48205 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 77050 members 
Mstep: Class 20 contains 56262 members 
Mstep: Class 21 contains 61169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147632.000000 Penalty: 33526.671875
Iteration 97Q: 16 clusters Score -9.414763e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 28005 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 47743 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6689 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 31955 members 
Mstep: Class 11 contains 185256 members 
Mstep: Class 12 contains 327724 members 
Mstep: Class 14 contains 48186 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 77081 members 
Mstep: Class 20 contains 56716 members 
Mstep: Class 21 contains 61218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147592.000000 Penalty: 33526.671875
Iteration 98Q: 16 clusters Score -9.414759e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 27996 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 47733 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6696 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 11 contains 184778 members 
Mstep: Class 12 contains 327749 members 
Mstep: Class 14 contains 48163 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 77117 members 
Mstep: Class 20 contains 57111 members 
Mstep: Class 21 contains 61261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147592.000000 Penalty: 33526.671875
Iteration 99Q: 16 clusters Score -9.414759e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 27989 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 47737 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6698 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 32066 members 
Mstep: Class 11 contains 184298 members 
Mstep: Class 12 contains 327754 members 
Mstep: Class 14 contains 48141 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 77161 members 
Mstep: Class 20 contains 57485 members 
Mstep: Class 21 contains 61299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147600.000000 Penalty: 33526.671875
Iteration 100F: 16 clusters Score -9.41476e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 27978 members 
Mstep: Class 3 contains 2022 members 
Mstep: Class 4 contains 47738 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6699 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 32134 members 
Mstep: Class 11 contains 183808 members 
Mstep: Class 12 contains 327806 members 
Mstep: Class 14 contains 48111 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 17 contains 77201 members 
Mstep: Class 20 contains 57842 members 
Mstep: Class 21 contains 61331 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 16 clusters Score -9.41476e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 27961 members 
Mstep: Class 3 contains 2021 members 
Mstep: Class 4 contains 47738 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6701 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 32210 members 
Mstep: Class 11 contains 183290 members 
Mstep: Class 12 contains 327848 members 
Mstep: Class 14 contains 48107 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 77262 members 
Mstep: Class 20 contains 58195 members 
Mstep: Class 21 contains 61360 members 
Entering Unmasked Estep 
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Iteration 102Q: 16 clusters Score -9.414756e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 27946 members 
Mstep: Class 3 contains 2021 members 
Mstep: Class 4 contains 47732 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6701 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 32294 members 
Mstep: Class 11 contains 182798 members 
Mstep: Class 12 contains 327884 members 
Mstep: Class 14 contains 48087 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 17 contains 77320 members 
Mstep: Class 20 contains 58531 members 
Mstep: Class 21 contains 61398 members 
Entering Unmasked Estep 
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Iteration 103Q: 16 clusters Score -9.414762e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 27922 members 
Mstep: Class 3 contains 2022 members 
Mstep: Class 4 contains 47726 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6701 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 32356 members 
Mstep: Class 11 contains 182317 members 
Mstep: Class 12 contains 327935 members 
Mstep: Class 14 contains 48053 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 77403 members 
Mstep: Class 20 contains 58865 members 
Mstep: Class 21 contains 61425 members 
Entering Unmasked Estep 
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Iteration 104Q: 16 clusters Score -9.414762e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 27907 members 
Mstep: Class 3 contains 2023 members 
Mstep: Class 4 contains 47722 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 32411 members 
Mstep: Class 11 contains 181906 members 
Mstep: Class 12 contains 327969 members 
Mstep: Class 14 contains 48013 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 77466 members 
Mstep: Class 20 contains 59175 members 
Mstep: Class 21 contains 61464 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 16 clusters Score -9.414766e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 27900 members 
Mstep: Class 3 contains 2024 members 
Mstep: Class 4 contains 47715 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 32473 members 
Mstep: Class 11 contains 181499 members 
Mstep: Class 12 contains 328021 members 
Mstep: Class 14 contains 47980 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 77534 members 
Mstep: Class 20 contains 59434 members 
Mstep: Class 21 contains 61514 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 16 clusters Score -9.414762e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 27895 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 47719 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 32530 members 
Mstep: Class 11 contains 181126 members 
Mstep: Class 12 contains 328066 members 
Mstep: Class 14 contains 47967 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 77605 members 
Mstep: Class 20 contains 59651 members 
Mstep: Class 21 contains 61543 members 
Entering Unmasked Estep 
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Iteration 107Q: 16 clusters Score -9.414761e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 27884 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 47717 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6708 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 32585 members 
Mstep: Class 11 contains 180741 members 
Mstep: Class 12 contains 328129 members 
Mstep: Class 14 contains 47958 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 77653 members 
Mstep: Class 20 contains 59867 members 
Mstep: Class 21 contains 61589 members 
Entering Unmasked Estep 
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Iteration 108Q: 16 clusters Score -9.414773e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 27877 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 47721 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6710 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 32625 members 
Mstep: Class 11 contains 180359 members 
Mstep: Class 12 contains 328200 members 
Mstep: Class 14 contains 47945 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 77701 members 
Mstep: Class 20 contains 60084 members 
Mstep: Class 21 contains 61646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147808.000000 Penalty: 33526.671875
Iteration 109Q: 16 clusters Score -9.414781e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 27875 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 47721 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6712 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 32685 members 
Mstep: Class 11 contains 179996 members 
Mstep: Class 12 contains 328258 members 
Mstep: Class 14 contains 47934 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 77744 members 
Mstep: Class 20 contains 60290 members 
Mstep: Class 21 contains 61689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147928.000000 Penalty: 33526.671875
Iteration 110Q: 16 clusters Score -9.414793e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 27861 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 47722 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6717 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 32738 members 
Mstep: Class 11 contains 179626 members 
Mstep: Class 12 contains 328303 members 
Mstep: Class 14 contains 47930 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 77801 members 
Mstep: Class 20 contains 60496 members 
Mstep: Class 21 contains 61731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147808.000000 Penalty: 33526.671875
Iteration 111Q: 16 clusters Score -9.414781e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 27860 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 47710 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 6722 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 32774 members 
Mstep: Class 11 contains 179291 members 
Mstep: Class 12 contains 328372 members 
Mstep: Class 14 contains 47903 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 77854 members 
Mstep: Class 20 contains 60673 members 
Mstep: Class 21 contains 61785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147936.000000 Penalty: 33526.671875
Iteration 112Q: 16 clusters Score -9.414794e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 27863 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 47707 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 6724 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 32818 members 
Mstep: Class 11 contains 178962 members 
Mstep: Class 12 contains 328426 members 
Mstep: Class 14 contains 47885 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 77900 members 
Mstep: Class 20 contains 60838 members 
Mstep: Class 21 contains 61830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147952.000000 Penalty: 33526.671875
Iteration 113Q: 16 clusters Score -9.414795e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 27869 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 47711 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 32843 members 
Mstep: Class 11 contains 178641 members 
Mstep: Class 12 contains 328436 members 
Mstep: Class 14 contains 47874 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 77954 members 
Mstep: Class 20 contains 61042 members 
Mstep: Class 21 contains 61879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148008.000000 Penalty: 33526.671875
Iteration 114Q: 16 clusters Score -9.414801e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 27874 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 47716 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 32875 members 
Mstep: Class 11 contains 178315 members 
Mstep: Class 12 contains 328422 members 
Mstep: Class 14 contains 47869 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 78017 members 
Mstep: Class 20 contains 61238 members 
Mstep: Class 21 contains 61937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147928.000000 Penalty: 33526.671875
Iteration 115Q: 16 clusters Score -9.414793e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 27877 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 47718 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 32918 members 
Mstep: Class 11 contains 177989 members 
Mstep: Class 12 contains 328417 members 
Mstep: Class 14 contains 47873 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 78104 members 
Mstep: Class 20 contains 61399 members 
Mstep: Class 21 contains 61987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148000.000000 Penalty: 33526.671875
Iteration 116Q: 16 clusters Score -9.4148e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 27880 members 
Mstep: Class 3 contains 2033 members 
Mstep: Class 4 contains 47720 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 32959 members 
Mstep: Class 11 contains 177654 members 
Mstep: Class 12 contains 328410 members 
Mstep: Class 14 contains 47875 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 78211 members 
Mstep: Class 20 contains 61557 members 
Mstep: Class 21 contains 62034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147992.000000 Penalty: 33526.671875
Iteration 117Q: 16 clusters Score -9.414799e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 27894 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 47726 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 33007 members 
Mstep: Class 11 contains 177345 members 
Mstep: Class 12 contains 328415 members 
Mstep: Class 14 contains 47868 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 78286 members 
Mstep: Class 20 contains 61693 members 
Mstep: Class 21 contains 62082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147952.000000 Penalty: 33526.671875
Iteration 118Q: 16 clusters Score -9.414795e+07 nChanged 670
Entering ConstructFrom: 
Score: -94147952.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (58793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Entering Unmasked Estep 
Score: -5832923.500000 Penalty: 1784.538940
	Iteration 0F: 2 clusters Score -5832924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -5793505.000000 Penalty: 3569.077881
	Iteration 0F: 3 clusters Score -5793505 nChanged 27693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -5809265.500000 Penalty: 3569.077881
	Iteration 1F: 3 clusters Score -5809266 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -5809699.000000 Penalty: 3569.077881
	Iteration 2Q: 3 clusters Score -5809699 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -5810196.000000 Penalty: 3569.077881
	Iteration 3Q: 3 clusters Score -5810196 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -5810817.000000 Penalty: 3569.077881
	Iteration 4Q: 3 clusters Score -5810817 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5811710.000000 Penalty: 3569.077881
	Iteration 5Q: 3 clusters Score -5811710 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -5812957.500000 Penalty: 3569.077881
	Iteration 6Q: 3 clusters Score -5812958 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5814571.500000 Penalty: 3569.077881
	Iteration 7F: 3 clusters Score -5814572 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -5816625.000000 Penalty: 3569.077881
	Iteration 8F: 3 clusters Score -5816625 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5818907.000000 Penalty: 3569.077881
	Iteration 9F: 3 clusters Score -5818907 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -5821061.500000 Penalty: 3569.077881
	Iteration 10F: 3 clusters Score -5821062 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5822822.500000 Penalty: 3569.077881
	Iteration 11F: 3 clusters Score -5822822 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5824125.500000 Penalty: 3569.077881
	Iteration 12Q: 3 clusters Score -5824126 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -5825135.000000 Penalty: 3569.077881
	Iteration 13Q: 3 clusters Score -5825135 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -5826052.000000 Penalty: 3569.077881
	Iteration 14Q: 3 clusters Score -5826052 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5827195.000000 Penalty: 3569.077881
	Iteration 15Q: 3 clusters Score -5827195 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5828612.000000 Penalty: 3569.077881
	Iteration 16Q: 3 clusters Score -5828612 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5830048.000000 Penalty: 3569.077881
	Iteration 17Q: 3 clusters Score -5830048 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5830886.500000 Penalty: 3569.077881
	Iteration 18Q: 3 clusters Score -5830886 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5831214.000000 Penalty: 3569.077881
	Iteration 19Q: 3 clusters Score -5831214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5831340.000000 Penalty: 3569.077881
	Iteration 20F: 3 clusters Score -5831340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5831398.500000 Penalty: 3569.077881
	Iteration 21Q: 3 clusters Score -5831398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5831437.500000 Penalty: 3569.077881
	Iteration 22Q: 3 clusters Score -5831438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5831456.500000 Penalty: 3569.077881
	Iteration 23Q: 3 clusters Score -5831456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5831472.500000 Penalty: 3569.077881
	Iteration 24Q: 3 clusters Score -5831472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5831478.000000 Penalty: 3569.077881
	Iteration 25Q: 3 clusters Score -5831478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5831480.500000 Penalty: 3569.077881
	Iteration 26Q: 3 clusters Score -5831480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5831483.000000 Penalty: 3569.077881
	Iteration 27Q: 3 clusters Score -5831483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5831488.000000 Penalty: 3569.077881
	Iteration 28Q: 3 clusters Score -5831488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5831491.500000 Penalty: 3569.077881
	Iteration 29Q: 3 clusters Score -5831492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5831492.000000 Penalty: 3569.077881
	Iteration 30Q: 3 clusters Score -5831492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5831492.000000 Penalty: 3569.077881
	Iteration 31F: 3 clusters Score -5831492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Entering Unmasked Estep 
Score: -2881593.750000 Penalty: 1663.458618
	Iteration 0F: 2 clusters Score -2881594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2862748.750000 Penalty: 3326.917236
	Iteration 0F: 3 clusters Score -2862749 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2869864.250000 Penalty: 3326.917236
	Iteration 1F: 3 clusters Score -2869864 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2870460.250000 Penalty: 3326.917236
	Iteration 2Q: 3 clusters Score -2870460 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2871307.250000 Penalty: 3326.917236
	Iteration 3F: 3 clusters Score -2871307 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2872654.750000 Penalty: 3326.917236
	Iteration 4F: 3 clusters Score -2872655 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2874491.750000 Penalty: 3326.917236
	Iteration 5F: 3 clusters Score -2874492 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2876446.250000 Penalty: 3326.917236
	Iteration 6F: 3 clusters Score -2876446 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -2877915.250000 Penalty: 3326.917236
	Iteration 7F: 3 clusters Score -2877915 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -2878938.500000 Penalty: 3326.917236
	Iteration 8Q: 3 clusters Score -2878938 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2879520.750000 Penalty: 3326.917236
	Iteration 9Q: 3 clusters Score -2879521 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -2879834.500000 Penalty: 3326.917236
	Iteration 10Q: 3 clusters Score -2879834 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -2880004.250000 Penalty: 3326.917236
	Iteration 11Q: 3 clusters Score -2880004 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -2880074.500000 Penalty: 3326.917236
	Iteration 12Q: 3 clusters Score -2880074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -2880103.250000 Penalty: 3326.917236
	Iteration 13Q: 3 clusters Score -2880103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -2880119.750000 Penalty: 3326.917236
	Iteration 14Q: 3 clusters Score -2880120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -2880145.250000 Penalty: 3326.917236
	Iteration 15Q: 3 clusters Score -2880145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -2880150.000000 Penalty: 3326.917236
	Iteration 16Q: 3 clusters Score -2880150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -2880158.750000 Penalty: 3326.917236
	Iteration 17Q: 3 clusters Score -2880159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -2880168.000000 Penalty: 3326.917236
	Iteration 18Q: 3 clusters Score -2880168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -2880173.750000 Penalty: 3326.917236
	Iteration 19Q: 3 clusters Score -2880174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -2880182.000000 Penalty: 3326.917236
	Iteration 20F: 3 clusters Score -2880182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -2880184.750000 Penalty: 3326.917236
	Iteration 21Q: 3 clusters Score -2880185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -2880189.000000 Penalty: 3326.917236
	Iteration 22Q: 3 clusters Score -2880189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -2880190.500000 Penalty: 3326.917236
	Iteration 23Q: 3 clusters Score -2880190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -2880190.000000 Penalty: 3326.917236
	Iteration 24Q: 3 clusters Score -2880190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -2880192.500000 Penalty: 3326.917236
	Iteration 25Q: 3 clusters Score -2880192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -2880203.250000 Penalty: 3326.917236
	Iteration 26Q: 3 clusters Score -2880203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -2880197.750000 Penalty: 3326.917236
	Iteration 27Q: 3 clusters Score -2880198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2880205.000000 Penalty: 3326.917236
	Iteration 28Q: 3 clusters Score -2880205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -2880210.000000 Penalty: 3326.917236
	Iteration 29Q: 3 clusters Score -2880210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -2880211.500000 Penalty: 3326.917236
	Iteration 30Q: 3 clusters Score -2880212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -2880213.000000 Penalty: 3326.917236
	Iteration 31Q: 3 clusters Score -2880213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -2880213.000000 Penalty: 3326.917236
	Iteration 32F: 3 clusters Score -2880213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -198427.296875 Penalty: 1238.125488
	Iteration 0F: 2 clusters Score -198427.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -196304.562500 Penalty: 2476.250977
	Iteration 0F: 3 clusters Score -196304.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -196773.593750 Penalty: 2476.250977
	Iteration 1F: 3 clusters Score -196773.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -196894.953125 Penalty: 2476.250977
	Iteration 2F: 3 clusters Score -196895 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -196962.265625 Penalty: 2476.250977
	Iteration 3Q: 3 clusters Score -196962.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -197020.390625 Penalty: 2476.250977
	Iteration 4Q: 3 clusters Score -197020.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -197095.703125 Penalty: 2476.250977
	Iteration 5Q: 3 clusters Score -197095.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -197165.359375 Penalty: 2476.250977
	Iteration 6Q: 3 clusters Score -197165.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -197224.968750 Penalty: 2476.250977
	Iteration 7Q: 3 clusters Score -197225 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197274.406250 Penalty: 2476.250977
	Iteration 8Q: 3 clusters Score -197274.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -197312.515625 Penalty: 2476.250977
	Iteration 9Q: 3 clusters Score -197312.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -197355.437500 Penalty: 2476.250977
	Iteration 10Q: 3 clusters Score -197355.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197390.203125 Penalty: 2476.250977
	Iteration 11Q: 3 clusters Score -197390.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -197420.578125 Penalty: 2476.250977
	Iteration 12Q: 3 clusters Score -197420.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -197438.656250 Penalty: 2476.250977
	Iteration 13Q: 3 clusters Score -197438.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -197459.000000 Penalty: 2476.250977
	Iteration 14Q: 3 clusters Score -197459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -197480.203125 Penalty: 2476.250977
	Iteration 15Q: 3 clusters Score -197480.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -197491.531250 Penalty: 2476.250977
	Iteration 16Q: 3 clusters Score -197491.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -197504.062500 Penalty: 2476.250977
	Iteration 17Q: 3 clusters Score -197504.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -197523.671875 Penalty: 2476.250977
	Iteration 18Q: 3 clusters Score -197523.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -197539.734375 Penalty: 2476.250977
	Iteration 19Q: 3 clusters Score -197539.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -197552.796875 Penalty: 2476.250977
	Iteration 20F: 3 clusters Score -197552.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -197559.375000 Penalty: 2476.250977
	Iteration 21Q: 3 clusters Score -197559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -197561.859375 Penalty: 2476.250977
	Iteration 22Q: 3 clusters Score -197561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -197564.781250 Penalty: 2476.250977
	Iteration 23Q: 3 clusters Score -197564.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -197568.109375 Penalty: 2476.250977
	Iteration 24Q: 3 clusters Score -197568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -197570.578125 Penalty: 2476.250977
	Iteration 25Q: 3 clusters Score -197570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -197573.125000 Penalty: 2476.250977
	Iteration 26Q: 3 clusters Score -197573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -197577.093750 Penalty: 2476.250977
	Iteration 27Q: 3 clusters Score -197577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -197578.484375 Penalty: 2476.250977
	Iteration 28Q: 3 clusters Score -197578.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -197579.812500 Penalty: 2476.250977
	Iteration 29Q: 3 clusters Score -197579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -197583.296875 Penalty: 2476.250977
	Iteration 30Q: 3 clusters Score -197583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -197584.875000 Penalty: 2476.250977
	Iteration 31Q: 3 clusters Score -197584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -197586.015625 Penalty: 2476.250977
	Iteration 32Q: 3 clusters Score -197586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -197587.687500 Penalty: 2476.250977
	Iteration 33Q: 3 clusters Score -197587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -197588.437500 Penalty: 2476.250977
	Iteration 34Q: 3 clusters Score -197588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -197590.203125 Penalty: 2476.250977
	Iteration 35Q: 3 clusters Score -197590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -197590.687500 Penalty: 2476.250977
	Iteration 36Q: 3 clusters Score -197590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -197591.031250 Penalty: 2476.250977
	Iteration 37Q: 3 clusters Score -197591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -197590.796875 Penalty: 2476.250977
	Iteration 38Q: 3 clusters Score -197590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -197590.796875 Penalty: 2476.250977
	Iteration 39F: 3 clusters Score -197590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Entering Unmasked Estep 
Score: -4914580.000000 Penalty: 1750.650146
	Iteration 0F: 2 clusters Score -4914580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -4882474.000000 Penalty: 3501.300293
	Iteration 0F: 3 clusters Score -4882474 nChanged 22481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -4895311.500000 Penalty: 3501.300293
	Iteration 1F: 3 clusters Score -4895312 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -4895843.000000 Penalty: 3501.300293
	Iteration 2Q: 3 clusters Score -4895843 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4896440.000000 Penalty: 3501.300293
	Iteration 3Q: 3 clusters Score -4896440 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -4897227.000000 Penalty: 3501.300293
	Iteration 4Q: 3 clusters Score -4897227 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4898449.000000 Penalty: 3501.300293
	Iteration 5F: 3 clusters Score -4898449 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4900197.500000 Penalty: 3501.300293
	Iteration 6F: 3 clusters Score -4900198 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4902697.500000 Penalty: 3501.300293
	Iteration 7F: 3 clusters Score -4902698 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4905478.000000 Penalty: 3501.300293
	Iteration 8F: 3 clusters Score -4905478 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -4907858.500000 Penalty: 3501.300293
	Iteration 9F: 3 clusters Score -4907858 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4909348.500000 Penalty: 3501.300293
	Iteration 10Q: 3 clusters Score -4909348 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4910101.500000 Penalty: 3501.300293
	Iteration 11Q: 3 clusters Score -4910102 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -4910567.500000 Penalty: 3501.300293
	Iteration 12Q: 3 clusters Score -4910568 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -4910885.000000 Penalty: 3501.300293
	Iteration 13Q: 3 clusters Score -4910885 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -4911168.000000 Penalty: 3501.300293
	Iteration 14Q: 3 clusters Score -4911168 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -4911411.500000 Penalty: 3501.300293
	Iteration 15Q: 3 clusters Score -4911412 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -4911686.500000 Penalty: 3501.300293
	Iteration 16Q: 3 clusters Score -4911686 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -4911921.000000 Penalty: 3501.300293
	Iteration 17Q: 3 clusters Score -4911921 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -4912132.000000 Penalty: 3501.300293
	Iteration 18Q: 3 clusters Score -4912132 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -4912388.500000 Penalty: 3501.300293
	Iteration 19Q: 3 clusters Score -4912388 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -4912565.000000 Penalty: 3501.300293
	Iteration 20F: 3 clusters Score -4912565 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -4912705.000000 Penalty: 3501.300293
	Iteration 21Q: 3 clusters Score -4912705 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -4912835.000000 Penalty: 3501.300293
	Iteration 22Q: 3 clusters Score -4912835 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -4912939.000000 Penalty: 3501.300293
	Iteration 23Q: 3 clusters Score -4912939 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -4912990.500000 Penalty: 3501.300293
	Iteration 24Q: 3 clusters Score -4912990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -4913072.500000 Penalty: 3501.300293
	Iteration 25Q: 3 clusters Score -4913072 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -4913139.000000 Penalty: 3501.300293
	Iteration 26Q: 3 clusters Score -4913139 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -4913188.500000 Penalty: 3501.300293
	Iteration 27Q: 3 clusters Score -4913188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -4913221.500000 Penalty: 3501.300293
	Iteration 28Q: 3 clusters Score -4913222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -4913224.000000 Penalty: 3501.300293
	Iteration 29Q: 3 clusters Score -4913224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -4913241.500000 Penalty: 3501.300293
	Iteration 30Q: 3 clusters Score -4913242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -4913266.500000 Penalty: 3501.300293
	Iteration 31Q: 3 clusters Score -4913266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -4913286.000000 Penalty: 3501.300293
	Iteration 32Q: 3 clusters Score -4913286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -4913321.500000 Penalty: 3501.300293
	Iteration 33Q: 3 clusters Score -4913322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -4913336.500000 Penalty: 3501.300293
	Iteration 34Q: 3 clusters Score -4913336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -4913351.000000 Penalty: 3501.300293
	Iteration 35Q: 3 clusters Score -4913351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -4913363.500000 Penalty: 3501.300293
	Iteration 36Q: 3 clusters Score -4913364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -4913379.500000 Penalty: 3501.300293
	Iteration 37Q: 3 clusters Score -4913380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -4913396.500000 Penalty: 3501.300293
	Iteration 38Q: 3 clusters Score -4913396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -4913399.500000 Penalty: 3501.300293
	Iteration 39Q: 3 clusters Score -4913400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -4913403.500000 Penalty: 3501.300293
	Iteration 40F: 3 clusters Score -4913404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -4913403.500000 Penalty: 3501.300293
	Iteration 41Q: 3 clusters Score -4913404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -4913406.500000 Penalty: 3501.300293
	Iteration 42Q: 3 clusters Score -4913406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -4913403.500000 Penalty: 3501.300293
	Iteration 43Q: 3 clusters Score -4913404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -4913409.000000 Penalty: 3501.300293
	Iteration 44Q: 3 clusters Score -4913409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -4913408.000000 Penalty: 3501.300293
	Iteration 45Q: 3 clusters Score -4913408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -4913407.000000 Penalty: 3501.300293
	Iteration 46Q: 3 clusters Score -4913407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -4913415.500000 Penalty: 3501.300293
	Iteration 47Q: 3 clusters Score -4913416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -4913416.000000 Penalty: 3501.300293
	Iteration 48Q: 3 clusters Score -4913416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -4913414.000000 Penalty: 3501.300293
	Iteration 49Q: 3 clusters Score -4913414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -4913416.000000 Penalty: 3501.300293
	Iteration 50Q: 3 clusters Score -4913416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -4913415.000000 Penalty: 3501.300293
	Iteration 51Q: 3 clusters Score -4913415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -4913417.500000 Penalty: 3501.300293
	Iteration 52Q: 3 clusters Score -4913418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -4913414.000000 Penalty: 3501.300293
	Iteration 53Q: 3 clusters Score -4913414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -4913418.000000 Penalty: 3501.300293
	Iteration 54Q: 3 clusters Score -4913418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -4913418.500000 Penalty: 3501.300293
	Iteration 55Q: 3 clusters Score -4913418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -4913418.000000 Penalty: 3501.300293
	Iteration 56Q: 3 clusters Score -4913418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -4913422.500000 Penalty: 3501.300293
	Iteration 57Q: 3 clusters Score -4913422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -4913424.000000 Penalty: 3501.300293
	Iteration 58Q: 3 clusters Score -4913424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -4913431.000000 Penalty: 3501.300293
	Iteration 59Q: 3 clusters Score -4913431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -4913440.000000 Penalty: 3501.300293
	Iteration 60F: 3 clusters Score -4913440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -4913430.000000 Penalty: 3501.300293
	Iteration 61Q: 3 clusters Score -4913430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -4913431.000000 Penalty: 3501.300293
	Iteration 62Q: 3 clusters Score -4913431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -4913432.500000 Penalty: 3501.300293
	Iteration 63Q: 3 clusters Score -4913432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -4913443.000000 Penalty: 3501.300293
	Iteration 64Q: 3 clusters Score -4913443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -4913446.500000 Penalty: 3501.300293
	Iteration 65Q: 3 clusters Score -4913446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -4913444.500000 Penalty: 3501.300293
	Iteration 66Q: 3 clusters Score -4913444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -4913442.500000 Penalty: 3501.300293
	Iteration 67Q: 3 clusters Score -4913442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -4913435.500000 Penalty: 3501.300293
	Iteration 68Q: 3 clusters Score -4913436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -4913436.000000 Penalty: 3501.300293
	Iteration 69Q: 3 clusters Score -4913436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -4913438.500000 Penalty: 3501.300293
	Iteration 70Q: 3 clusters Score -4913438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -4913442.000000 Penalty: 3501.300293
	Iteration 71Q: 3 clusters Score -4913442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -4913443.500000 Penalty: 3501.300293
	Iteration 72Q: 3 clusters Score -4913444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -4913445.000000 Penalty: 3501.300293
	Iteration 73Q: 3 clusters Score -4913445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -4913442.500000 Penalty: 3501.300293
	Iteration 74Q: 3 clusters Score -4913442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -4913442.500000 Penalty: 3501.300293
	Iteration 75F: 3 clusters Score -4913442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -285249.437500 Penalty: 1301.629517
	Iteration 0F: 2 clusters Score -285249.4 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 1484 members 
Entering Unmasked Estep 
Score: -282557.625000 Penalty: 2603.259033
	Iteration 0F: 3 clusters Score -282557.6 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -283373.031250 Penalty: 2603.259033
	Iteration 1F: 3 clusters Score -283373 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -283800.000000 Penalty: 2603.259033
	Iteration 2F: 3 clusters Score -283800 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -284212.718750 Penalty: 2603.259033
	Iteration 3F: 3 clusters Score -284212.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -284471.281250 Penalty: 2603.259033
	Iteration 4F: 3 clusters Score -284471.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -284654.937500 Penalty: 2603.259033
	Iteration 5F: 3 clusters Score -284654.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -284781.718750 Penalty: 2603.259033
	Iteration 6Q: 3 clusters Score -284781.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -284839.781250 Penalty: 2603.259033
	Iteration 7Q: 3 clusters Score -284839.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -284885.531250 Penalty: 2603.259033
	Iteration 8Q: 3 clusters Score -284885.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -284913.187500 Penalty: 2603.259033
	Iteration 9Q: 3 clusters Score -284913.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -284932.718750 Penalty: 2603.259033
	Iteration 10Q: 3 clusters Score -284932.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -284940.562500 Penalty: 2603.259033
	Iteration 11Q: 3 clusters Score -284940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -284953.125000 Penalty: 2603.259033
	Iteration 12Q: 3 clusters Score -284953.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -284958.250000 Penalty: 2603.259033
	Iteration 13Q: 3 clusters Score -284958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -284959.750000 Penalty: 2603.259033
	Iteration 14Q: 3 clusters Score -284959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -284960.531250 Penalty: 2603.259033
	Iteration 15Q: 3 clusters Score -284960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -284960.968750 Penalty: 2603.259033
	Iteration 16Q: 3 clusters Score -284961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -284960.968750 Penalty: 2603.259033
	Iteration 17F: 3 clusters Score -284961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Entering Unmasked Estep 
Score: -645781.125000 Penalty: 1432.232056
	Iteration 0F: 2 clusters Score -645781.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -640707.062500 Penalty: 2864.464111
	Iteration 0F: 3 clusters Score -640707.1 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -642378.562500 Penalty: 2864.464111
	Iteration 1F: 3 clusters Score -642378.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -642744.250000 Penalty: 2864.464111
	Iteration 2F: 3 clusters Score -642744.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -643018.500000 Penalty: 2864.464111
	Iteration 3F: 3 clusters Score -643018.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -643284.187500 Penalty: 2864.464111
	Iteration 4F: 3 clusters Score -643284.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -643595.062500 Penalty: 2864.464111
	Iteration 5F: 3 clusters Score -643595.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -643951.687500 Penalty: 2864.464111
	Iteration 6F: 3 clusters Score -643951.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -644408.312500 Penalty: 2864.464111
	Iteration 7F: 3 clusters Score -644408.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -644816.000000 Penalty: 2864.464111
	Iteration 8F: 3 clusters Score -644816 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -645147.125000 Penalty: 2864.464111
	Iteration 9F: 3 clusters Score -645147.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -645381.437500 Penalty: 2864.464111
	Iteration 10Q: 3 clusters Score -645381.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -645497.562500 Penalty: 2864.464111
	Iteration 11Q: 3 clusters Score -645497.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -645583.562500 Penalty: 2864.464111
	Iteration 12Q: 3 clusters Score -645583.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -645627.625000 Penalty: 2864.464111
	Iteration 13Q: 3 clusters Score -645627.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -645662.625000 Penalty: 2864.464111
	Iteration 14Q: 3 clusters Score -645662.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -645693.250000 Penalty: 2864.464111
	Iteration 15Q: 3 clusters Score -645693.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -645708.500000 Penalty: 2864.464111
	Iteration 16Q: 3 clusters Score -645708.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -645724.500000 Penalty: 2864.464111
	Iteration 17Q: 3 clusters Score -645724.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -645742.625000 Penalty: 2864.464111
	Iteration 18Q: 3 clusters Score -645742.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -645758.250000 Penalty: 2864.464111
	Iteration 19Q: 3 clusters Score -645758.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -645769.375000 Penalty: 2864.464111
	Iteration 20F: 3 clusters Score -645769.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -645784.500000 Penalty: 2864.464111
	Iteration 21Q: 3 clusters Score -645784.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -645795.375000 Penalty: 2864.464111
	Iteration 22Q: 3 clusters Score -645795.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -645805.625000 Penalty: 2864.464111
	Iteration 23Q: 3 clusters Score -645805.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -645813.125000 Penalty: 2864.464111
	Iteration 24Q: 3 clusters Score -645813.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -645819.437500 Penalty: 2864.464111
	Iteration 25Q: 3 clusters Score -645819.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -645826.125000 Penalty: 2864.464111
	Iteration 26Q: 3 clusters Score -645826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -645826.687500 Penalty: 2864.464111
	Iteration 27Q: 3 clusters Score -645826.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -645830.000000 Penalty: 2864.464111
	Iteration 28Q: 3 clusters Score -645830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -645832.000000 Penalty: 2864.464111
	Iteration 29Q: 3 clusters Score -645832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -645831.875000 Penalty: 2864.464111
	Iteration 30Q: 3 clusters Score -645831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -645834.125000 Penalty: 2864.464111
	Iteration 31Q: 3 clusters Score -645834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -645836.000000 Penalty: 2864.464111
	Iteration 32Q: 3 clusters Score -645836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -645841.625000 Penalty: 2864.464111
	Iteration 33Q: 3 clusters Score -645841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -645841.625000 Penalty: 2864.464111
	Iteration 34Q: 3 clusters Score -645841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -645842.125000 Penalty: 2864.464111
	Iteration 35Q: 3 clusters Score -645842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -645842.437500 Penalty: 2864.464111
	Iteration 36Q: 3 clusters Score -645842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -645842.437500 Penalty: 2864.464111
	Iteration 37F: 3 clusters Score -645842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 27908 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 47726 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 33046 members 
Mstep: Class 11 contains 177086 members 
Mstep: Class 12 contains 328406 members 
Mstep: Class 14 contains 47864 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 78350 members 
Mstep: Class 20 contains 61821 members 
Mstep: Class 21 contains 62126 members 
Entering Unmasked Estep 
Score: -94147216.000000 Penalty: 35761.781250
Splitting cluster 7 changes total score from -94147952.000000 to -94147216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -269276.000000 Penalty: 1280.323364
	Iteration 0F: 2 clusters Score -269276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -266741.062500 Penalty: 2560.646729
	Iteration 0F: 3 clusters Score -266741.1 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -267337.812500 Penalty: 2560.646729
	Iteration 1F: 3 clusters Score -267337.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -267471.625000 Penalty: 2560.646729
	Iteration 2F: 3 clusters Score -267471.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -267546.281250 Penalty: 2560.646729
	Iteration 3Q: 3 clusters Score -267546.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -267590.937500 Penalty: 2560.646729
	Iteration 4Q: 3 clusters Score -267590.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -267623.531250 Penalty: 2560.646729
	Iteration 5Q: 3 clusters Score -267623.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -267648.687500 Penalty: 2560.646729
	Iteration 6Q: 3 clusters Score -267648.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -267677.031250 Penalty: 2560.646729
	Iteration 7Q: 3 clusters Score -267677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -267717.843750 Penalty: 2560.646729
	Iteration 8Q: 3 clusters Score -267717.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -267747.343750 Penalty: 2560.646729
	Iteration 9Q: 3 clusters Score -267747.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -267770.843750 Penalty: 2560.646729
	Iteration 10Q: 3 clusters Score -267770.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -267787.718750 Penalty: 2560.646729
	Iteration 11Q: 3 clusters Score -267787.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -267810.312500 Penalty: 2560.646729
	Iteration 12Q: 3 clusters Score -267810.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -267838.656250 Penalty: 2560.646729
	Iteration 13Q: 3 clusters Score -267838.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -267861.718750 Penalty: 2560.646729
	Iteration 14Q: 3 clusters Score -267861.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -267884.187500 Penalty: 2560.646729
	Iteration 15Q: 3 clusters Score -267884.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -267901.343750 Penalty: 2560.646729
	Iteration 16Q: 3 clusters Score -267901.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -267920.062500 Penalty: 2560.646729
	Iteration 17Q: 3 clusters Score -267920.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -267934.312500 Penalty: 2560.646729
	Iteration 18Q: 3 clusters Score -267934.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -267944.218750 Penalty: 2560.646729
	Iteration 19Q: 3 clusters Score -267944.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -267951.437500 Penalty: 2560.646729
	Iteration 20F: 3 clusters Score -267951.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -267959.843750 Penalty: 2560.646729
	Iteration 21Q: 3 clusters Score -267959.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -267967.343750 Penalty: 2560.646729
	Iteration 22Q: 3 clusters Score -267967.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -267975.250000 Penalty: 2560.646729
	Iteration 23Q: 3 clusters Score -267975.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -267983.468750 Penalty: 2560.646729
	Iteration 24Q: 3 clusters Score -267983.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -267989.125000 Penalty: 2560.646729
	Iteration 25Q: 3 clusters Score -267989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -267993.000000 Penalty: 2560.646729
	Iteration 26Q: 3 clusters Score -267993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -267997.531250 Penalty: 2560.646729
	Iteration 27Q: 3 clusters Score -267997.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -268001.250000 Penalty: 2560.646729
	Iteration 28Q: 3 clusters Score -268001.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -268005.343750 Penalty: 2560.646729
	Iteration 29Q: 3 clusters Score -268005.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -268011.156250 Penalty: 2560.646729
	Iteration 30Q: 3 clusters Score -268011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -268014.406250 Penalty: 2560.646729
	Iteration 31Q: 3 clusters Score -268014.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -268017.281250 Penalty: 2560.646729
	Iteration 32Q: 3 clusters Score -268017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -268020.281250 Penalty: 2560.646729
	Iteration 33Q: 3 clusters Score -268020.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -268022.875000 Penalty: 2560.646729
	Iteration 34Q: 3 clusters Score -268022.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -268026.187500 Penalty: 2560.646729
	Iteration 35Q: 3 clusters Score -268026.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -268031.656250 Penalty: 2560.646729
	Iteration 36Q: 3 clusters Score -268031.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -268037.843750 Penalty: 2560.646729
	Iteration 37Q: 3 clusters Score -268037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -268042.625000 Penalty: 2560.646729
	Iteration 38Q: 3 clusters Score -268042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -268048.156250 Penalty: 2560.646729
	Iteration 39Q: 3 clusters Score -268048.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -268053.500000 Penalty: 2560.646729
	Iteration 40F: 3 clusters Score -268053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -268054.843750 Penalty: 2560.646729
	Iteration 41Q: 3 clusters Score -268054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -268056.218750 Penalty: 2560.646729
	Iteration 42Q: 3 clusters Score -268056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -268057.625000 Penalty: 2560.646729
	Iteration 43Q: 3 clusters Score -268057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -268059.750000 Penalty: 2560.646729
	Iteration 44Q: 3 clusters Score -268059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -268061.781250 Penalty: 2560.646729
	Iteration 45Q: 3 clusters Score -268061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -268063.312500 Penalty: 2560.646729
	Iteration 46Q: 3 clusters Score -268063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -268066.250000 Penalty: 2560.646729
	Iteration 47Q: 3 clusters Score -268066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -268068.156250 Penalty: 2560.646729
	Iteration 48Q: 3 clusters Score -268068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -268070.281250 Penalty: 2560.646729
	Iteration 49Q: 3 clusters Score -268070.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -268073.531250 Penalty: 2560.646729
	Iteration 50Q: 3 clusters Score -268073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -268075.406250 Penalty: 2560.646729
	Iteration 51Q: 3 clusters Score -268075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -268076.218750 Penalty: 2560.646729
	Iteration 52Q: 3 clusters Score -268076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -268076.406250 Penalty: 2560.646729
	Iteration 53Q: 3 clusters Score -268076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -268076.937500 Penalty: 2560.646729
	Iteration 54Q: 3 clusters Score -268076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -268077.906250 Penalty: 2560.646729
	Iteration 55Q: 3 clusters Score -268077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -268077.906250 Penalty: 2560.646729
	Iteration 56F: 3 clusters Score -268077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Entering Unmasked Estep 
Score: -3413633.250000 Penalty: 1690.919067
	Iteration 0F: 2 clusters Score -3413633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3391444.250000 Penalty: 3381.838135
	Iteration 0F: 3 clusters Score -3391444 nChanged 15193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3399929.500000 Penalty: 3381.838135
	Iteration 1F: 3 clusters Score -3399930 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3400275.250000 Penalty: 3381.838135
	Iteration 2Q: 3 clusters Score -3400275 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3400628.000000 Penalty: 3381.838135
	Iteration 3Q: 3 clusters Score -3400628 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3401010.000000 Penalty: 3381.838135
	Iteration 4Q: 3 clusters Score -3401010 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3401433.500000 Penalty: 3381.838135
	Iteration 5Q: 3 clusters Score -3401434 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3401967.000000 Penalty: 3381.838135
	Iteration 6Q: 3 clusters Score -3401967 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3402692.250000 Penalty: 3381.838135
	Iteration 7Q: 3 clusters Score -3402692 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3403722.750000 Penalty: 3381.838135
	Iteration 8Q: 3 clusters Score -3403723 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3404970.750000 Penalty: 3381.838135
	Iteration 9F: 3 clusters Score -3404971 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3406320.000000 Penalty: 3381.838135
	Iteration 10F: 3 clusters Score -3406320 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3407481.500000 Penalty: 3381.838135
	Iteration 11F: 3 clusters Score -3407482 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3408325.000000 Penalty: 3381.838135
	Iteration 12Q: 3 clusters Score -3408325 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3408854.750000 Penalty: 3381.838135
	Iteration 13Q: 3 clusters Score -3408855 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3409107.750000 Penalty: 3381.838135
	Iteration 14Q: 3 clusters Score -3409108 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3409322.000000 Penalty: 3381.838135
	Iteration 15Q: 3 clusters Score -3409322 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3409492.750000 Penalty: 3381.838135
	Iteration 16Q: 3 clusters Score -3409493 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3409663.750000 Penalty: 3381.838135
	Iteration 17Q: 3 clusters Score -3409664 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3409811.250000 Penalty: 3381.838135
	Iteration 18Q: 3 clusters Score -3409811 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3409959.250000 Penalty: 3381.838135
	Iteration 19Q: 3 clusters Score -3409959 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3410162.250000 Penalty: 3381.838135
	Iteration 20F: 3 clusters Score -3410162 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3410359.000000 Penalty: 3381.838135
	Iteration 21Q: 3 clusters Score -3410359 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3410522.750000 Penalty: 3381.838135
	Iteration 22Q: 3 clusters Score -3410523 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3410707.500000 Penalty: 3381.838135
	Iteration 23Q: 3 clusters Score -3410708 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3410881.750000 Penalty: 3381.838135
	Iteration 24Q: 3 clusters Score -3410882 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3411053.000000 Penalty: 3381.838135
	Iteration 25Q: 3 clusters Score -3411053 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3411193.000000 Penalty: 3381.838135
	Iteration 26Q: 3 clusters Score -3411193 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3411325.000000 Penalty: 3381.838135
	Iteration 27Q: 3 clusters Score -3411325 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3411441.250000 Penalty: 3381.838135
	Iteration 28Q: 3 clusters Score -3411441 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3411547.250000 Penalty: 3381.838135
	Iteration 29Q: 3 clusters Score -3411547 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3411634.500000 Penalty: 3381.838135
	Iteration 30Q: 3 clusters Score -3411634 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3411706.750000 Penalty: 3381.838135
	Iteration 31Q: 3 clusters Score -3411707 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3411777.500000 Penalty: 3381.838135
	Iteration 32Q: 3 clusters Score -3411778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3411831.250000 Penalty: 3381.838135
	Iteration 33Q: 3 clusters Score -3411831 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3411877.250000 Penalty: 3381.838135
	Iteration 34Q: 3 clusters Score -3411877 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3411922.250000 Penalty: 3381.838135
	Iteration 35Q: 3 clusters Score -3411922 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3411954.000000 Penalty: 3381.838135
	Iteration 36Q: 3 clusters Score -3411954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3411999.250000 Penalty: 3381.838135
	Iteration 37Q: 3 clusters Score -3411999 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3412024.250000 Penalty: 3381.838135
	Iteration 38Q: 3 clusters Score -3412024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3412041.750000 Penalty: 3381.838135
	Iteration 39Q: 3 clusters Score -3412042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3412059.000000 Penalty: 3381.838135
	Iteration 40F: 3 clusters Score -3412059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3412066.750000 Penalty: 3381.838135
	Iteration 41Q: 3 clusters Score -3412067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3412076.500000 Penalty: 3381.838135
	Iteration 42Q: 3 clusters Score -3412076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3412086.500000 Penalty: 3381.838135
	Iteration 43Q: 3 clusters Score -3412086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3412103.750000 Penalty: 3381.838135
	Iteration 44Q: 3 clusters Score -3412104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3412110.750000 Penalty: 3381.838135
	Iteration 45Q: 3 clusters Score -3412111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3412125.500000 Penalty: 3381.838135
	Iteration 46Q: 3 clusters Score -3412126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3412128.000000 Penalty: 3381.838135
	Iteration 47Q: 3 clusters Score -3412128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3412140.500000 Penalty: 3381.838135
	Iteration 48Q: 3 clusters Score -3412140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3412152.750000 Penalty: 3381.838135
	Iteration 49Q: 3 clusters Score -3412153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3412154.250000 Penalty: 3381.838135
	Iteration 50Q: 3 clusters Score -3412154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3412159.750000 Penalty: 3381.838135
	Iteration 51Q: 3 clusters Score -3412160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3412165.750000 Penalty: 3381.838135
	Iteration 52Q: 3 clusters Score -3412166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3412173.000000 Penalty: 3381.838135
	Iteration 53Q: 3 clusters Score -3412173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3412178.750000 Penalty: 3381.838135
	Iteration 54Q: 3 clusters Score -3412179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3412185.750000 Penalty: 3381.838135
	Iteration 55Q: 3 clusters Score -3412186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3412184.250000 Penalty: 3381.838135
	Iteration 56Q: 3 clusters Score -3412184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3412188.000000 Penalty: 3381.838135
	Iteration 57Q: 3 clusters Score -3412188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3412185.250000 Penalty: 3381.838135
	Iteration 58Q: 3 clusters Score -3412185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3412185.250000 Penalty: 3381.838135
	Iteration 59F: 3 clusters Score -3412185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177086 members 
Entering Unmasked Estep 
Score: -18027688.000000 Penalty: 1963.713501
	Iteration 0F: 2 clusters Score -1.802769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -17909990.000000 Penalty: 3927.427002
	Iteration 0F: 3 clusters Score -1.790999e+07 nChanged 85311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -17960514.000000 Penalty: 3927.427002
	Iteration 1F: 3 clusters Score -1.796051e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -17961866.000000 Penalty: 3927.427002
	Iteration 2Q: 3 clusters Score -1.796187e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -17963976.000000 Penalty: 3927.427002
	Iteration 3Q: 3 clusters Score -1.796398e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -17967698.000000 Penalty: 3927.427002
	Iteration 4Q: 3 clusters Score -1.79677e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -17973446.000000 Penalty: 3927.427002
	Iteration 5F: 3 clusters Score -1.797345e+07 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 115830 members 
Entering Unmasked Estep 
Score: -17981636.000000 Penalty: 3927.427002
	Iteration 6F: 3 clusters Score -1.798164e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 125008 members 
Entering Unmasked Estep 
Score: -17992146.000000 Penalty: 3927.427002
	Iteration 7F: 3 clusters Score -1.799215e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 133109 members 
Entering Unmasked Estep 
Score: -18002954.000000 Penalty: 3927.427002
	Iteration 8F: 3 clusters Score -1.800295e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 138491 members 
Entering Unmasked Estep 
Score: -18010338.000000 Penalty: 3927.427002
	Iteration 9F: 3 clusters Score -1.801034e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
Score: -18013692.000000 Penalty: 3927.427002
	Iteration 10Q: 3 clusters Score -1.801369e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 144352 members 
Entering Unmasked Estep 
Score: -18015454.000000 Penalty: 3927.427002
	Iteration 11Q: 3 clusters Score -1.801545e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 146753 members 
Entering Unmasked Estep 
Score: -18016686.000000 Penalty: 3927.427002
	Iteration 12Q: 3 clusters Score -1.801669e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 149041 members 
Entering Unmasked Estep 
Score: -18018022.000000 Penalty: 3927.427002
	Iteration 13Q: 3 clusters Score -1.801802e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -18018980.000000 Penalty: 3927.427002
	Iteration 14Q: 3 clusters Score -1.801898e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 153099 members 
Entering Unmasked Estep 
Score: -18019962.000000 Penalty: 3927.427002
	Iteration 15Q: 3 clusters Score -1.801996e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 154900 members 
Entering Unmasked Estep 
Score: -18020800.000000 Penalty: 3927.427002
	Iteration 16Q: 3 clusters Score -1.80208e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 156536 members 
Entering Unmasked Estep 
Score: -18021656.000000 Penalty: 3927.427002
	Iteration 17Q: 3 clusters Score -1.802166e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 157983 members 
Entering Unmasked Estep 
Score: -18022342.000000 Penalty: 3927.427002
	Iteration 18Q: 3 clusters Score -1.802234e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 159235 members 
Entering Unmasked Estep 
Score: -18022962.000000 Penalty: 3927.427002
	Iteration 19Q: 3 clusters Score -1.802296e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 160344 members 
Entering Unmasked Estep 
Score: -18023570.000000 Penalty: 3927.427002
	Iteration 20F: 3 clusters Score -1.802357e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -18023964.000000 Penalty: 3927.427002
	Iteration 21Q: 3 clusters Score -1.802396e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 162302 members 
Entering Unmasked Estep 
Score: -18024284.000000 Penalty: 3927.427002
	Iteration 22Q: 3 clusters Score -1.802428e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -18024626.000000 Penalty: 3927.427002
	Iteration 23Q: 3 clusters Score -1.802463e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 164011 members 
Entering Unmasked Estep 
Score: -18024828.000000 Penalty: 3927.427002
	Iteration 24Q: 3 clusters Score -1.802483e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 164751 members 
Entering Unmasked Estep 
Score: -18025004.000000 Penalty: 3927.427002
	Iteration 25Q: 3 clusters Score -1.8025e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 165387 members 
Entering Unmasked Estep 
Score: -18025228.000000 Penalty: 3927.427002
	Iteration 26Q: 3 clusters Score -1.802523e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 165983 members 
Entering Unmasked Estep 
Score: -18025364.000000 Penalty: 3927.427002
	Iteration 27Q: 3 clusters Score -1.802536e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 166601 members 
Entering Unmasked Estep 
Score: -18025474.000000 Penalty: 3927.427002
	Iteration 28Q: 3 clusters Score -1.802547e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 167164 members 
Entering Unmasked Estep 
Score: -18025618.000000 Penalty: 3927.427002
	Iteration 29Q: 3 clusters Score -1.802562e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 167652 members 
Entering Unmasked Estep 
Score: -18025704.000000 Penalty: 3927.427002
	Iteration 30Q: 3 clusters Score -1.80257e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 168077 members 
Entering Unmasked Estep 
Score: -18025822.000000 Penalty: 3927.427002
	Iteration 31Q: 3 clusters Score -1.802582e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 168452 members 
Entering Unmasked Estep 
Score: -18025848.000000 Penalty: 3927.427002
	Iteration 32Q: 3 clusters Score -1.802585e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 168814 members 
Entering Unmasked Estep 
Score: -18025952.000000 Penalty: 3927.427002
	Iteration 33Q: 3 clusters Score -1.802595e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 169116 members 
Entering Unmasked Estep 
Score: -18025982.000000 Penalty: 3927.427002
	Iteration 34Q: 3 clusters Score -1.802598e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 169416 members 
Entering Unmasked Estep 
Score: -18026046.000000 Penalty: 3927.427002
	Iteration 35Q: 3 clusters Score -1.802605e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -18026102.000000 Penalty: 3927.427002
	Iteration 36Q: 3 clusters Score -1.80261e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 169961 members 
Entering Unmasked Estep 
Score: -18026204.000000 Penalty: 3927.427002
	Iteration 37Q: 3 clusters Score -1.80262e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -18026212.000000 Penalty: 3927.427002
	Iteration 38Q: 3 clusters Score -1.802621e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 170468 members 
Entering Unmasked Estep 
Score: -18026280.000000 Penalty: 3927.427002
	Iteration 39Q: 3 clusters Score -1.802628e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 170707 members 
Entering Unmasked Estep 
Score: -18026286.000000 Penalty: 3927.427002
	Iteration 40F: 3 clusters Score -1.802629e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 170948 members 
Entering Unmasked Estep 
Score: -18026274.000000 Penalty: 3927.427002
	Iteration 41Q: 3 clusters Score -1.802627e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 171162 members 
Entering Unmasked Estep 
Score: -18026296.000000 Penalty: 3927.427002
	Iteration 42Q: 3 clusters Score -1.80263e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -18026356.000000 Penalty: 3927.427002
	Iteration 43Q: 3 clusters Score -1.802636e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 171542 members 
Entering Unmasked Estep 
Score: -18026400.000000 Penalty: 3927.427002
	Iteration 44Q: 3 clusters Score -1.80264e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -18026450.000000 Penalty: 3927.427002
	Iteration 45Q: 3 clusters Score -1.802645e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 171812 members 
Entering Unmasked Estep 
Score: -18026408.000000 Penalty: 3927.427002
	Iteration 46Q: 3 clusters Score -1.802641e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 171935 members 
Entering Unmasked Estep 
Score: -18026406.000000 Penalty: 3927.427002
	Iteration 47Q: 3 clusters Score -1.802641e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 172052 members 
Entering Unmasked Estep 
Score: -18026416.000000 Penalty: 3927.427002
	Iteration 48Q: 3 clusters Score -1.802642e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 172166 members 
Entering Unmasked Estep 
Score: -18026418.000000 Penalty: 3927.427002
	Iteration 49Q: 3 clusters Score -1.802642e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 172261 members 
Entering Unmasked Estep 
Score: -18026440.000000 Penalty: 3927.427002
	Iteration 50Q: 3 clusters Score -1.802644e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 172357 members 
Entering Unmasked Estep 
Score: -18026448.000000 Penalty: 3927.427002
	Iteration 51Q: 3 clusters Score -1.802645e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 172449 members 
Entering Unmasked Estep 
Score: -18026470.000000 Penalty: 3927.427002
	Iteration 52Q: 3 clusters Score -1.802647e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 172547 members 
Entering Unmasked Estep 
Score: -18026468.000000 Penalty: 3927.427002
	Iteration 53Q: 3 clusters Score -1.802647e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 172639 members 
Entering Unmasked Estep 
Score: -18026476.000000 Penalty: 3927.427002
	Iteration 54Q: 3 clusters Score -1.802648e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 172720 members 
Entering Unmasked Estep 
Score: -18026492.000000 Penalty: 3927.427002
	Iteration 55Q: 3 clusters Score -1.802649e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 172798 members 
Entering Unmasked Estep 
Score: -18026480.000000 Penalty: 3927.427002
	Iteration 56Q: 3 clusters Score -1.802648e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 172876 members 
Entering Unmasked Estep 
Score: -18026490.000000 Penalty: 3927.427002
	Iteration 57Q: 3 clusters Score -1.802649e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -18026530.000000 Penalty: 3927.427002
	Iteration 58Q: 3 clusters Score -1.802653e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 173012 members 
Entering Unmasked Estep 
Score: -18026546.000000 Penalty: 3927.427002
	Iteration 59Q: 3 clusters Score -1.802655e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 173085 members 
Entering Unmasked Estep 
Score: -18026540.000000 Penalty: 3927.427002
	Iteration 60F: 3 clusters Score -1.802654e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 173150 members 
Entering Unmasked Estep 
Score: -18026596.000000 Penalty: 3927.427002
	Iteration 61Q: 3 clusters Score -1.80266e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 173210 members 
Entering Unmasked Estep 
Score: -18026586.000000 Penalty: 3927.427002
	Iteration 62Q: 3 clusters Score -1.802659e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 173268 members 
Entering Unmasked Estep 
Score: -18026590.000000 Penalty: 3927.427002
	Iteration 63Q: 3 clusters Score -1.802659e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 173319 members 
Entering Unmasked Estep 
Score: -18026596.000000 Penalty: 3927.427002
	Iteration 64Q: 3 clusters Score -1.80266e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 173366 members 
Entering Unmasked Estep 
Score: -18026614.000000 Penalty: 3927.427002
	Iteration 65Q: 3 clusters Score -1.802661e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 173423 members 
Entering Unmasked Estep 
Score: -18026632.000000 Penalty: 3927.427002
	Iteration 66Q: 3 clusters Score -1.802663e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -18026650.000000 Penalty: 3927.427002
	Iteration 67Q: 3 clusters Score -1.802665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 173528 members 
Entering Unmasked Estep 
Score: -18026640.000000 Penalty: 3927.427002
	Iteration 68Q: 3 clusters Score -1.802664e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 173572 members 
Entering Unmasked Estep 
Score: -18026628.000000 Penalty: 3927.427002
	Iteration 69Q: 3 clusters Score -1.802663e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 173606 members 
Entering Unmasked Estep 
Score: -18026642.000000 Penalty: 3927.427002
	Iteration 70Q: 3 clusters Score -1.802664e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 173644 members 
Entering Unmasked Estep 
Score: -18026640.000000 Penalty: 3927.427002
	Iteration 71Q: 3 clusters Score -1.802664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -18026648.000000 Penalty: 3927.427002
	Iteration 72Q: 3 clusters Score -1.802665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 173697 members 
Entering Unmasked Estep 
Score: -18026662.000000 Penalty: 3927.427002
	Iteration 73Q: 3 clusters Score -1.802666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 173720 members 
Entering Unmasked Estep 
Score: -18026626.000000 Penalty: 3927.427002
	Iteration 74Q: 3 clusters Score -1.802663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 173745 members 
Entering Unmasked Estep 
Score: -18026632.000000 Penalty: 3927.427002
	Iteration 75Q: 3 clusters Score -1.802663e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 173771 members 
Entering Unmasked Estep 
Score: -18026632.000000 Penalty: 3927.427002
	Iteration 76Q: 3 clusters Score -1.802663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 173793 members 
Entering Unmasked Estep 
Score: -18026636.000000 Penalty: 3927.427002
	Iteration 77Q: 3 clusters Score -1.802664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 173811 members 
Entering Unmasked Estep 
Score: -18026646.000000 Penalty: 3927.427002
	Iteration 78Q: 3 clusters Score -1.802665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 173834 members 
Entering Unmasked Estep 
Score: -18026664.000000 Penalty: 3927.427002
	Iteration 79Q: 3 clusters Score -1.802666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 173843 members 
Entering Unmasked Estep 
Score: -18026666.000000 Penalty: 3927.427002
	Iteration 80F: 3 clusters Score -1.802667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 173852 members 
Entering Unmasked Estep 
Score: -18026652.000000 Penalty: 3927.427002
	Iteration 81Q: 3 clusters Score -1.802665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 173865 members 
Entering Unmasked Estep 
Score: -18026672.000000 Penalty: 3927.427002
	Iteration 82Q: 3 clusters Score -1.802667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 173878 members 
Entering Unmasked Estep 
Score: -18026668.000000 Penalty: 3927.427002
	Iteration 83Q: 3 clusters Score -1.802667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 173891 members 
Entering Unmasked Estep 
Score: -18026664.000000 Penalty: 3927.427002
	Iteration 84Q: 3 clusters Score -1.802666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 173904 members 
Entering Unmasked Estep 
Score: -18026670.000000 Penalty: 3927.427002
	Iteration 85Q: 3 clusters Score -1.802667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 173917 members 
Entering Unmasked Estep 
Score: -18026666.000000 Penalty: 3927.427002
	Iteration 86Q: 3 clusters Score -1.802667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 173930 members 
Entering Unmasked Estep 
Score: -18026658.000000 Penalty: 3927.427002
	Iteration 87Q: 3 clusters Score -1.802666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 173936 members 
Entering Unmasked Estep 
Score: -18026646.000000 Penalty: 3927.427002
	Iteration 88Q: 3 clusters Score -1.802665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 173949 members 
Entering Unmasked Estep 
Score: -18026668.000000 Penalty: 3927.427002
	Iteration 89Q: 3 clusters Score -1.802667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 173962 members 
Entering Unmasked Estep 
Score: -18026654.000000 Penalty: 3927.427002
	Iteration 90Q: 3 clusters Score -1.802665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 173973 members 
Entering Unmasked Estep 
Score: -18026658.000000 Penalty: 3927.427002
	Iteration 91Q: 3 clusters Score -1.802666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 173982 members 
Entering Unmasked Estep 
Score: -18026666.000000 Penalty: 3927.427002
	Iteration 92Q: 3 clusters Score -1.802667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 173989 members 
Entering Unmasked Estep 
Score: -18026658.000000 Penalty: 3927.427002
	Iteration 93Q: 3 clusters Score -1.802666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -18026652.000000 Penalty: 3927.427002
	Iteration 94Q: 3 clusters Score -1.802665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 174006 members 
Entering Unmasked Estep 
Score: -18026654.000000 Penalty: 3927.427002
	Iteration 95Q: 3 clusters Score -1.802665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 174012 members 
Entering Unmasked Estep 
Score: -18026652.000000 Penalty: 3927.427002
	Iteration 96Q: 3 clusters Score -1.802665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 174017 members 
Entering Unmasked Estep 
Score: -18026660.000000 Penalty: 3927.427002
	Iteration 97Q: 3 clusters Score -1.802666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 174020 members 
Entering Unmasked Estep 
Score: -18026662.000000 Penalty: 3927.427002
	Iteration 98Q: 3 clusters Score -1.802666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 174021 members 
Entering Unmasked Estep 
Score: -18026664.000000 Penalty: 3927.427002
	Iteration 99Q: 3 clusters Score -1.802666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 174022 members 
Entering Unmasked Estep 
Score: -18026662.000000 Penalty: 3927.427002
	Iteration 100F: 3 clusters Score -1.802666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328406 members 
Entering Unmasked Estep 
Score: -33336092.000000 Penalty: 2064.075928
	Iteration 0F: 2 clusters Score -3.333609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 164445 members 
Entering Unmasked Estep 
Score: -33128464.000000 Penalty: 4128.151855
	Iteration 0F: 3 clusters Score -3.312846e+07 nChanged 160558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158399 members 
Mstep: Class 2 contains 170007 members 
Entering Unmasked Estep 
Score: -33225636.000000 Penalty: 4128.151855
	Iteration 1F: 3 clusters Score -3.322564e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155333 members 
Mstep: Class 2 contains 173073 members 
Entering Unmasked Estep 
Score: -33227352.000000 Penalty: 4128.151855
	Iteration 2Q: 3 clusters Score -3.322735e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150573 members 
Mstep: Class 2 contains 177833 members 
Entering Unmasked Estep 
Score: -33229796.000000 Penalty: 4128.151855
	Iteration 3Q: 3 clusters Score -3.32298e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143420 members 
Mstep: Class 2 contains 184986 members 
Entering Unmasked Estep 
Score: -33233630.000000 Penalty: 4128.151855
	Iteration 4Q: 3 clusters Score -3.323363e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133223 members 
Mstep: Class 2 contains 195183 members 
Entering Unmasked Estep 
Score: -33239304.000000 Penalty: 4128.151855
	Iteration 5Q: 3 clusters Score -3.32393e+07 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119675 members 
Mstep: Class 2 contains 208731 members 
Entering Unmasked Estep 
Score: -33249190.000000 Penalty: 4128.151855
	Iteration 6F: 3 clusters Score -3.324919e+07 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 224045 members 
Entering Unmasked Estep 
Score: -33263208.000000 Penalty: 4128.151855
	Iteration 7F: 3 clusters Score -3.326321e+07 nChanged 20337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 237324 members 
Entering Unmasked Estep 
Score: -33278508.000000 Penalty: 4128.151855
	Iteration 8F: 3 clusters Score -3.327851e+07 nChanged 17665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 245747 members 
Entering Unmasked Estep 
Score: -33289566.000000 Penalty: 4128.151855
	Iteration 9F: 3 clusters Score -3.328957e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78076 members 
Mstep: Class 2 contains 250330 members 
Entering Unmasked Estep 
Score: -33294624.000000 Penalty: 4128.151855
	Iteration 10Q: 3 clusters Score -3.329462e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 253439 members 
Entering Unmasked Estep 
Score: -33296808.000000 Penalty: 4128.151855
	Iteration 11Q: 3 clusters Score -3.329681e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 255999 members 
Entering Unmasked Estep 
Score: -33297680.000000 Penalty: 4128.151855
	Iteration 12Q: 3 clusters Score -3.329768e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 258401 members 
Entering Unmasked Estep 
Score: -33298364.000000 Penalty: 4128.151855
	Iteration 13Q: 3 clusters Score -3.329836e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 260679 members 
Entering Unmasked Estep 
Score: -33299004.000000 Penalty: 4128.151855
	Iteration 14Q: 3 clusters Score -3.3299e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 262839 members 
Entering Unmasked Estep 
Score: -33299498.000000 Penalty: 4128.151855
	Iteration 15Q: 3 clusters Score -3.32995e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 264975 members 
Entering Unmasked Estep 
Score: -33300250.000000 Penalty: 4128.151855
	Iteration 16Q: 3 clusters Score -3.330025e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 267122 members 
Entering Unmasked Estep 
Score: -33301042.000000 Penalty: 4128.151855
	Iteration 17Q: 3 clusters Score -3.330104e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 269283 members 
Entering Unmasked Estep 
Score: -33301800.000000 Penalty: 4128.151855
	Iteration 18Q: 3 clusters Score -3.33018e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 271429 members 
Entering Unmasked Estep 
Score: -33302686.000000 Penalty: 4128.151855
	Iteration 19Q: 3 clusters Score -3.330269e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 273496 members 
Entering Unmasked Estep 
Score: -33303460.000000 Penalty: 4128.151855
	Iteration 20F: 3 clusters Score -3.330346e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 275572 members 
Entering Unmasked Estep 
Score: -33304248.000000 Penalty: 4128.151855
	Iteration 21Q: 3 clusters Score -3.330425e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 277635 members 
Entering Unmasked Estep 
Score: -33305324.000000 Penalty: 4128.151855
	Iteration 22Q: 3 clusters Score -3.330532e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 279740 members 
Entering Unmasked Estep 
Score: -33306504.000000 Penalty: 4128.151855
	Iteration 23Q: 3 clusters Score -3.33065e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 281814 members 
Entering Unmasked Estep 
Score: -33307490.000000 Penalty: 4128.151855
	Iteration 24Q: 3 clusters Score -3.330749e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 283855 members 
Entering Unmasked Estep 
Score: -33308488.000000 Penalty: 4128.151855
	Iteration 25Q: 3 clusters Score -3.330849e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 285881 members 
Entering Unmasked Estep 
Score: -33309678.000000 Penalty: 4128.151855
	Iteration 26Q: 3 clusters Score -3.330968e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 288001 members 
Entering Unmasked Estep 
Score: -33310834.000000 Penalty: 4128.151855
	Iteration 27Q: 3 clusters Score -3.331083e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 290179 members 
Entering Unmasked Estep 
Score: -33311948.000000 Penalty: 4128.151855
	Iteration 28Q: 3 clusters Score -3.331195e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 292382 members 
Entering Unmasked Estep 
Score: -33312898.000000 Penalty: 4128.151855
	Iteration 29Q: 3 clusters Score -3.33129e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 294607 members 
Entering Unmasked Estep 
Score: -33314418.000000 Penalty: 4128.151855
	Iteration 30Q: 3 clusters Score -3.331442e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 296923 members 
Entering Unmasked Estep 
Score: -33316220.000000 Penalty: 4128.151855
	Iteration 31Q: 3 clusters Score -3.331622e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 299354 members 
Entering Unmasked Estep 
Score: -33317860.000000 Penalty: 4128.151855
	Iteration 32Q: 3 clusters Score -3.331786e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 301943 members 
Entering Unmasked Estep 
Score: -33319792.000000 Penalty: 4128.151855
	Iteration 33Q: 3 clusters Score -3.331979e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 304728 members 
Entering Unmasked Estep 
Score: -33321552.000000 Penalty: 4128.151855
	Iteration 34Q: 3 clusters Score -3.332155e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 307626 members 
Entering Unmasked Estep 
Score: -33323974.000000 Penalty: 4128.151855
	Iteration 35Q: 3 clusters Score -3.332397e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 310667 members 
Entering Unmasked Estep 
Score: -33326546.000000 Penalty: 4128.151855
	Iteration 36Q: 3 clusters Score -3.332655e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 313693 members 
Entering Unmasked Estep 
Score: -33328254.000000 Penalty: 4128.151855
	Iteration 37Q: 3 clusters Score -3.332825e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 316524 members 
Entering Unmasked Estep 
Score: -33330246.000000 Penalty: 4128.151855
	Iteration 38Q: 3 clusters Score -3.333025e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 319177 members 
Entering Unmasked Estep 
Score: -33331486.000000 Penalty: 4128.151855
	Iteration 39Q: 3 clusters Score -3.333149e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 321494 members 
Entering Unmasked Estep 
Score: -33332280.000000 Penalty: 4128.151855
	Iteration 40F: 3 clusters Score -3.333228e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 323444 members 
Entering Unmasked Estep 
Score: -33332990.000000 Penalty: 4128.151855
	Iteration 41Q: 3 clusters Score -3.333299e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 324896 members 
Entering Unmasked Estep 
Score: -33333582.000000 Penalty: 4128.151855
	Iteration 42Q: 3 clusters Score -3.333358e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 325910 members 
Entering Unmasked Estep 
Score: -33333832.000000 Penalty: 4128.151855
	Iteration 43Q: 3 clusters Score -3.333383e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 326637 members 
Entering Unmasked Estep 
Score: -33334026.000000 Penalty: 4128.151855
	Iteration 44Q: 3 clusters Score -3.333403e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 327118 members 
Entering Unmasked Estep 
Score: -33334130.000000 Penalty: 4128.151855
	Iteration 45Q: 3 clusters Score -3.333413e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 327438 members 
Entering Unmasked Estep 
Score: -33334262.000000 Penalty: 4128.151855
	Iteration 46Q: 3 clusters Score -3.333426e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 327620 members 
Entering Unmasked Estep 
Score: -33334282.000000 Penalty: 4128.151855
	Iteration 47Q: 3 clusters Score -3.333428e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 327741 members 
Entering Unmasked Estep 
Score: -33334308.000000 Penalty: 4128.151855
	Iteration 48Q: 3 clusters Score -3.333431e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 327822 members 
Entering Unmasked Estep 
Score: -33334346.000000 Penalty: 4128.151855
	Iteration 49Q: 3 clusters Score -3.333435e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 327877 members 
Entering Unmasked Estep 
Score: -33334350.000000 Penalty: 4128.151855
	Iteration 50Q: 3 clusters Score -3.333435e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 327918 members 
Entering Unmasked Estep 
Score: -33334366.000000 Penalty: 4128.151855
	Iteration 51Q: 3 clusters Score -3.333437e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 327942 members 
Entering Unmasked Estep 
Score: -33334364.000000 Penalty: 4128.151855
	Iteration 52Q: 3 clusters Score -3.333436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 327951 members 
Entering Unmasked Estep 
Score: -33334360.000000 Penalty: 4128.151855
	Iteration 53Q: 3 clusters Score -3.333436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 327959 members 
Entering Unmasked Estep 
Score: -33334382.000000 Penalty: 4128.151855
	Iteration 54Q: 3 clusters Score -3.333438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 327965 members 
Entering Unmasked Estep 
Score: -33334388.000000 Penalty: 4128.151855
	Iteration 55Q: 3 clusters Score -3.333439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 327975 members 
Entering Unmasked Estep 
Score: -33334410.000000 Penalty: 4128.151855
	Iteration 56Q: 3 clusters Score -3.333441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 327986 members 
Entering Unmasked Estep 
Score: -33334416.000000 Penalty: 4128.151855
	Iteration 57Q: 3 clusters Score -3.333442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 327993 members 
Entering Unmasked Estep 
Score: -33334430.000000 Penalty: 4128.151855
	Iteration 58Q: 3 clusters Score -3.333443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 327999 members 
Entering Unmasked Estep 
Score: -33334420.000000 Penalty: 4128.151855
	Iteration 59Q: 3 clusters Score -3.333442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 328003 members 
Entering Unmasked Estep 
Score: -33334440.000000 Penalty: 4128.151855
	Iteration 60F: 3 clusters Score -3.333444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 328003 members 
Entering Unmasked Estep 
Score: -33334430.000000 Penalty: 4128.151855
	Iteration 61Q: 3 clusters Score -3.333443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 328006 members 
Entering Unmasked Estep 
Score: -33334440.000000 Penalty: 4128.151855
	Iteration 62Q: 3 clusters Score -3.333444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 328007 members 
Entering Unmasked Estep 
Score: -33334448.000000 Penalty: 4128.151855
	Iteration 63Q: 3 clusters Score -3.333445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 328007 members 
Entering Unmasked Estep 
Score: -33334454.000000 Penalty: 4128.151855
	Iteration 64Q: 3 clusters Score -3.333445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 328008 members 
Entering Unmasked Estep 
Score: -33334448.000000 Penalty: 4128.151855
	Iteration 65Q: 3 clusters Score -3.333445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 328008 members 
Entering Unmasked Estep 
Score: -33334448.000000 Penalty: 4128.151855
	Iteration 66F: 3 clusters Score -3.333445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Entering Unmasked Estep 
Score: -4944980.500000 Penalty: 1751.119385
	Iteration 0F: 2 clusters Score -4944980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -4913046.000000 Penalty: 3502.238770
	Iteration 0F: 3 clusters Score -4913046 nChanged 22330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4925652.000000 Penalty: 3502.238770
	Iteration 1F: 3 clusters Score -4925652 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -4926052.500000 Penalty: 3502.238770
	Iteration 2Q: 3 clusters Score -4926052 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -4926465.500000 Penalty: 3502.238770
	Iteration 3Q: 3 clusters Score -4926466 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4926919.500000 Penalty: 3502.238770
	Iteration 4Q: 3 clusters Score -4926920 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4927485.000000 Penalty: 3502.238770
	Iteration 5Q: 3 clusters Score -4927485 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4928265.000000 Penalty: 3502.238770
	Iteration 6Q: 3 clusters Score -4928265 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4929498.000000 Penalty: 3502.238770
	Iteration 7Q: 3 clusters Score -4929498 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -4931244.500000 Penalty: 3502.238770
	Iteration 8F: 3 clusters Score -4931244 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4933400.500000 Penalty: 3502.238770
	Iteration 9F: 3 clusters Score -4933400 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4935484.500000 Penalty: 3502.238770
	Iteration 10F: 3 clusters Score -4935484 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4936917.500000 Penalty: 3502.238770
	Iteration 11Q: 3 clusters Score -4936918 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -4937850.000000 Penalty: 3502.238770
	Iteration 12Q: 3 clusters Score -4937850 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -4938402.500000 Penalty: 3502.238770
	Iteration 13Q: 3 clusters Score -4938402 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4938786.500000 Penalty: 3502.238770
	Iteration 14Q: 3 clusters Score -4938786 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -4939090.500000 Penalty: 3502.238770
	Iteration 15Q: 3 clusters Score -4939090 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -4939403.500000 Penalty: 3502.238770
	Iteration 16Q: 3 clusters Score -4939404 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -4939716.500000 Penalty: 3502.238770
	Iteration 17Q: 3 clusters Score -4939716 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -4940054.000000 Penalty: 3502.238770
	Iteration 18Q: 3 clusters Score -4940054 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4940329.000000 Penalty: 3502.238770
	Iteration 19Q: 3 clusters Score -4940329 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4940631.000000 Penalty: 3502.238770
	Iteration 20F: 3 clusters Score -4940631 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4940895.000000 Penalty: 3502.238770
	Iteration 21Q: 3 clusters Score -4940895 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -4941214.000000 Penalty: 3502.238770
	Iteration 22Q: 3 clusters Score -4941214 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4941465.000000 Penalty: 3502.238770
	Iteration 23Q: 3 clusters Score -4941465 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4941688.000000 Penalty: 3502.238770
	Iteration 24Q: 3 clusters Score -4941688 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4941949.000000 Penalty: 3502.238770
	Iteration 25Q: 3 clusters Score -4941949 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4942183.500000 Penalty: 3502.238770
	Iteration 26Q: 3 clusters Score -4942184 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4942405.000000 Penalty: 3502.238770
	Iteration 27Q: 3 clusters Score -4942405 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4942615.500000 Penalty: 3502.238770
	Iteration 28Q: 3 clusters Score -4942616 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4942778.000000 Penalty: 3502.238770
	Iteration 29Q: 3 clusters Score -4942778 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4942947.000000 Penalty: 3502.238770
	Iteration 30Q: 3 clusters Score -4942947 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4943068.500000 Penalty: 3502.238770
	Iteration 31Q: 3 clusters Score -4943068 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4943175.000000 Penalty: 3502.238770
	Iteration 32Q: 3 clusters Score -4943175 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4943252.500000 Penalty: 3502.238770
	Iteration 33Q: 3 clusters Score -4943252 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4943315.000000 Penalty: 3502.238770
	Iteration 34Q: 3 clusters Score -4943315 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4943371.500000 Penalty: 3502.238770
	Iteration 35Q: 3 clusters Score -4943372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4943425.000000 Penalty: 3502.238770
	Iteration 36Q: 3 clusters Score -4943425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4943481.500000 Penalty: 3502.238770
	Iteration 37Q: 3 clusters Score -4943482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4943519.000000 Penalty: 3502.238770
	Iteration 38Q: 3 clusters Score -4943519 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4943552.500000 Penalty: 3502.238770
	Iteration 39Q: 3 clusters Score -4943552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4943596.000000 Penalty: 3502.238770
	Iteration 40F: 3 clusters Score -4943596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4943627.000000 Penalty: 3502.238770
	Iteration 41Q: 3 clusters Score -4943627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4943646.000000 Penalty: 3502.238770
	Iteration 42Q: 3 clusters Score -4943646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4943652.000000 Penalty: 3502.238770
	Iteration 43Q: 3 clusters Score -4943652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4943653.500000 Penalty: 3502.238770
	Iteration 44Q: 3 clusters Score -4943654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4943663.000000 Penalty: 3502.238770
	Iteration 45Q: 3 clusters Score -4943663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4943665.000000 Penalty: 3502.238770
	Iteration 46Q: 3 clusters Score -4943665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4943664.000000 Penalty: 3502.238770
	Iteration 47Q: 3 clusters Score -4943664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4943673.000000 Penalty: 3502.238770
	Iteration 48Q: 3 clusters Score -4943673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4943678.000000 Penalty: 3502.238770
	Iteration 49Q: 3 clusters Score -4943678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4943680.500000 Penalty: 3502.238770
	Iteration 50Q: 3 clusters Score -4943680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4943683.000000 Penalty: 3502.238770
	Iteration 51Q: 3 clusters Score -4943683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4943683.500000 Penalty: 3502.238770
	Iteration 52Q: 3 clusters Score -4943684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4943686.000000 Penalty: 3502.238770
	Iteration 53Q: 3 clusters Score -4943686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4943690.000000 Penalty: 3502.238770
	Iteration 54Q: 3 clusters Score -4943690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4943694.500000 Penalty: 3502.238770
	Iteration 55Q: 3 clusters Score -4943694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4943700.500000 Penalty: 3502.238770
	Iteration 56Q: 3 clusters Score -4943700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4943701.500000 Penalty: 3502.238770
	Iteration 57Q: 3 clusters Score -4943702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4943701.500000 Penalty: 3502.238770
	Iteration 58Q: 3 clusters Score -4943702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4943703.000000 Penalty: 3502.238770
	Iteration 59Q: 3 clusters Score -4943703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4943704.000000 Penalty: 3502.238770
	Iteration 60F: 3 clusters Score -4943704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4943707.500000 Penalty: 3502.238770
	Iteration 61Q: 3 clusters Score -4943708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4943707.500000 Penalty: 3502.238770
	Iteration 62F: 3 clusters Score -4943708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Entering Unmasked Estep 
Score: -344102.593750 Penalty: 1314.939209
	Iteration 0F: 2 clusters Score -344102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -341182.000000 Penalty: 2629.878418
	Iteration 0F: 3 clusters Score -341182 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -341856.625000 Penalty: 2629.878418
	Iteration 1F: 3 clusters Score -341856.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -341974.718750 Penalty: 2629.878418
	Iteration 2F: 3 clusters Score -341974.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -342039.843750 Penalty: 2629.878418
	Iteration 3Q: 3 clusters Score -342039.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -342071.968750 Penalty: 2629.878418
	Iteration 4Q: 3 clusters Score -342072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -342095.625000 Penalty: 2629.878418
	Iteration 5Q: 3 clusters Score -342095.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -342122.312500 Penalty: 2629.878418
	Iteration 6Q: 3 clusters Score -342122.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -342150.937500 Penalty: 2629.878418
	Iteration 7Q: 3 clusters Score -342150.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -342175.843750 Penalty: 2629.878418
	Iteration 8Q: 3 clusters Score -342175.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -342198.531250 Penalty: 2629.878418
	Iteration 9Q: 3 clusters Score -342198.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -342226.218750 Penalty: 2629.878418
	Iteration 10Q: 3 clusters Score -342226.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -342254.218750 Penalty: 2629.878418
	Iteration 11Q: 3 clusters Score -342254.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -342277.312500 Penalty: 2629.878418
	Iteration 12Q: 3 clusters Score -342277.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -342292.718750 Penalty: 2629.878418
	Iteration 13Q: 3 clusters Score -342292.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -342305.812500 Penalty: 2629.878418
	Iteration 14Q: 3 clusters Score -342305.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -342320.937500 Penalty: 2629.878418
	Iteration 15Q: 3 clusters Score -342320.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -342333.062500 Penalty: 2629.878418
	Iteration 16Q: 3 clusters Score -342333.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -342344.031250 Penalty: 2629.878418
	Iteration 17Q: 3 clusters Score -342344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -342353.906250 Penalty: 2629.878418
	Iteration 18Q: 3 clusters Score -342353.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -342371.937500 Penalty: 2629.878418
	Iteration 19Q: 3 clusters Score -342371.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -342385.375000 Penalty: 2629.878418
	Iteration 20F: 3 clusters Score -342385.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -342397.593750 Penalty: 2629.878418
	Iteration 21Q: 3 clusters Score -342397.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -342406.468750 Penalty: 2629.878418
	Iteration 22Q: 3 clusters Score -342406.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -342415.437500 Penalty: 2629.878418
	Iteration 23Q: 3 clusters Score -342415.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -342426.937500 Penalty: 2629.878418
	Iteration 24Q: 3 clusters Score -342426.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -342441.156250 Penalty: 2629.878418
	Iteration 25Q: 3 clusters Score -342441.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -342458.031250 Penalty: 2629.878418
	Iteration 26Q: 3 clusters Score -342458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -342468.375000 Penalty: 2629.878418
	Iteration 27Q: 3 clusters Score -342468.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -342480.812500 Penalty: 2629.878418
	Iteration 28Q: 3 clusters Score -342480.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -342498.781250 Penalty: 2629.878418
	Iteration 29Q: 3 clusters Score -342498.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -342518.593750 Penalty: 2629.878418
	Iteration 30Q: 3 clusters Score -342518.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -342545.093750 Penalty: 2629.878418
	Iteration 31Q: 3 clusters Score -342545.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -342578.875000 Penalty: 2629.878418
	Iteration 32Q: 3 clusters Score -342578.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -342619.218750 Penalty: 2629.878418
	Iteration 33Q: 3 clusters Score -342619.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -342658.093750 Penalty: 2629.878418
	Iteration 34Q: 3 clusters Score -342658.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -342688.906250 Penalty: 2629.878418
	Iteration 35Q: 3 clusters Score -342688.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -342721.687500 Penalty: 2629.878418
	Iteration 36Q: 3 clusters Score -342721.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -342759.437500 Penalty: 2629.878418
	Iteration 37Q: 3 clusters Score -342759.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -342791.875000 Penalty: 2629.878418
	Iteration 38Q: 3 clusters Score -342791.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -342816.718750 Penalty: 2629.878418
	Iteration 39Q: 3 clusters Score -342816.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -342842.500000 Penalty: 2629.878418
	Iteration 40F: 3 clusters Score -342842.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -342870.375000 Penalty: 2629.878418
	Iteration 41Q: 3 clusters Score -342870.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -342892.750000 Penalty: 2629.878418
	Iteration 42Q: 3 clusters Score -342892.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -342906.750000 Penalty: 2629.878418
	Iteration 43Q: 3 clusters Score -342906.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -342922.156250 Penalty: 2629.878418
	Iteration 44Q: 3 clusters Score -342922.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -342936.281250 Penalty: 2629.878418
	Iteration 45Q: 3 clusters Score -342936.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -342944.750000 Penalty: 2629.878418
	Iteration 46Q: 3 clusters Score -342944.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -342956.906250 Penalty: 2629.878418
	Iteration 47Q: 3 clusters Score -342956.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -342962.937500 Penalty: 2629.878418
	Iteration 48Q: 3 clusters Score -342962.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -342965.875000 Penalty: 2629.878418
	Iteration 49Q: 3 clusters Score -342965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -342968.343750 Penalty: 2629.878418
	Iteration 50Q: 3 clusters Score -342968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -342969.187500 Penalty: 2629.878418
	Iteration 51Q: 3 clusters Score -342969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -342971.406250 Penalty: 2629.878418
	Iteration 52Q: 3 clusters Score -342971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -342972.968750 Penalty: 2629.878418
	Iteration 53Q: 3 clusters Score -342973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -342975.218750 Penalty: 2629.878418
	Iteration 54Q: 3 clusters Score -342975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -342976.468750 Penalty: 2629.878418
	Iteration 55Q: 3 clusters Score -342976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -342976.468750 Penalty: 2629.878418
	Iteration 56F: 3 clusters Score -342976.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (78350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Entering Unmasked Estep 
Score: -8126785.500000 Penalty: 1831.202881
	Iteration 0F: 2 clusters Score -8126786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -8074515.000000 Penalty: 3662.405762
	Iteration 0F: 3 clusters Score -8074515 nChanged 37093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -8095609.500000 Penalty: 3662.405762
	Iteration 1F: 3 clusters Score -8095610 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -8096264.500000 Penalty: 3662.405762
	Iteration 2Q: 3 clusters Score -8096264 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -8097167.000000 Penalty: 3662.405762
	Iteration 3Q: 3 clusters Score -8097167 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -8098313.000000 Penalty: 3662.405762
	Iteration 4Q: 3 clusters Score -8098313 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -8099849.500000 Penalty: 3662.405762
	Iteration 5Q: 3 clusters Score -8099850 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -8101909.500000 Penalty: 3662.405762
	Iteration 6Q: 3 clusters Score -8101910 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -8104821.500000 Penalty: 3662.405762
	Iteration 7F: 3 clusters Score -8104822 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -8108286.000000 Penalty: 3662.405762
	Iteration 8F: 3 clusters Score -8108286 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -8111506.500000 Penalty: 3662.405762
	Iteration 9F: 3 clusters Score -8111506 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -8113042.000000 Penalty: 3662.405762
	Iteration 10Q: 3 clusters Score -8113042 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -8113531.000000 Penalty: 3662.405762
	Iteration 11Q: 3 clusters Score -8113531 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -8113719.500000 Penalty: 3662.405762
	Iteration 12Q: 3 clusters Score -8113720 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -8113860.000000 Penalty: 3662.405762
	Iteration 13Q: 3 clusters Score -8113860 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -8114088.000000 Penalty: 3662.405762
	Iteration 14Q: 3 clusters Score -8114088 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -8114215.500000 Penalty: 3662.405762
	Iteration 15Q: 3 clusters Score -8114216 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8114400.500000 Penalty: 3662.405762
	Iteration 16Q: 3 clusters Score -8114400 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -8114671.500000 Penalty: 3662.405762
	Iteration 17Q: 3 clusters Score -8114672 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -8114904.500000 Penalty: 3662.405762
	Iteration 18Q: 3 clusters Score -8114904 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8115148.500000 Penalty: 3662.405762
	Iteration 19Q: 3 clusters Score -8115148 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8115381.000000 Penalty: 3662.405762
	Iteration 20F: 3 clusters Score -8115381 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -8115555.500000 Penalty: 3662.405762
	Iteration 21Q: 3 clusters Score -8115556 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -8115732.000000 Penalty: 3662.405762
	Iteration 22Q: 3 clusters Score -8115732 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -8115945.500000 Penalty: 3662.405762
	Iteration 23Q: 3 clusters Score -8115946 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -8116158.500000 Penalty: 3662.405762
	Iteration 24Q: 3 clusters Score -8116158 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -8116361.000000 Penalty: 3662.405762
	Iteration 25Q: 3 clusters Score -8116361 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -8116576.500000 Penalty: 3662.405762
	Iteration 26Q: 3 clusters Score -8116576 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -8116837.000000 Penalty: 3662.405762
	Iteration 27Q: 3 clusters Score -8116837 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -8117051.000000 Penalty: 3662.405762
	Iteration 28Q: 3 clusters Score -8117051 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -8117195.000000 Penalty: 3662.405762
	Iteration 29Q: 3 clusters Score -8117195 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -8117399.000000 Penalty: 3662.405762
	Iteration 30Q: 3 clusters Score -8117399 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -8117591.500000 Penalty: 3662.405762
	Iteration 31Q: 3 clusters Score -8117592 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -8117805.500000 Penalty: 3662.405762
	Iteration 32Q: 3 clusters Score -8117806 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -8117952.000000 Penalty: 3662.405762
	Iteration 33Q: 3 clusters Score -8117952 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -8118176.500000 Penalty: 3662.405762
	Iteration 34Q: 3 clusters Score -8118176 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -8118395.500000 Penalty: 3662.405762
	Iteration 35Q: 3 clusters Score -8118396 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -8118550.000000 Penalty: 3662.405762
	Iteration 36Q: 3 clusters Score -8118550 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -8118723.000000 Penalty: 3662.405762
	Iteration 37Q: 3 clusters Score -8118723 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -8118856.000000 Penalty: 3662.405762
	Iteration 38Q: 3 clusters Score -8118856 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -8119037.000000 Penalty: 3662.405762
	Iteration 39Q: 3 clusters Score -8119037 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -8119210.000000 Penalty: 3662.405762
	Iteration 40F: 3 clusters Score -8119210 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -8119378.500000 Penalty: 3662.405762
	Iteration 41Q: 3 clusters Score -8119378 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8119532 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8119665 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8119825 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -8119991.500000 Penalty: 3662.405762
	Iteration 45Q: 3 clusters Score -8119992 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -8120211.000000 Penalty: 3662.405762
	Iteration 46Q: 3 clusters Score -8120211 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -8120442.500000 Penalty: 3662.405762
	Iteration 47Q: 3 clusters Score -8120442 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -8120640.500000 Penalty: 3662.405762
	Iteration 48Q: 3 clusters Score -8120640 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8120885 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8121078 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8121253 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8121508 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -8121735.500000 Penalty: 3662.405762
	Iteration 53Q: 3 clusters Score -8121736 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -8121955.500000 Penalty: 3662.405762
	Iteration 54Q: 3 clusters Score -8121956 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -8122161.500000 Penalty: 3662.405762
	Iteration 55Q: 3 clusters Score -8122162 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -8122340.000000 Penalty: 3662.405762
	Iteration 56Q: 3 clusters Score -8122340 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -8122616.500000 Penalty: 3662.405762
	Iteration 57Q: 3 clusters Score -8122616 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8122800 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -8123007.000000 Penalty: 3662.405762
	Iteration 59Q: 3 clusters Score -8123007 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -8123171.000000 Penalty: 3662.405762
	Iteration 60F: 3 clusters Score -8123171 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -8123352.500000 Penalty: 3662.405762
	Iteration 61Q: 3 clusters Score -8123352 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -8123485.500000 Penalty: 3662.405762
	Iteration 62Q: 3 clusters Score -8123486 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8123636 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -8123714.500000 Penalty: 3662.405762
	Iteration 64Q: 3 clusters Score -8123714 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -8123854.500000 Penalty: 3662.405762
	Iteration 65Q: 3 clusters Score -8123854 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8123952 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8124064 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8124158 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8124237 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -8124265.500000 Penalty: 3662.405762
	Iteration 70Q: 3 clusters Score -8124266 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8124305 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8124360 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8124385 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8124412 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8124458 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -8124521.500000 Penalty: 3662.405762
	Iteration 76Q: 3 clusters Score -8124522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8124556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8124592 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -8124622.000000 Penalty: 3662.405762
	Iteration 79Q: 3 clusters Score -8124622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -8124656.500000 Penalty: 3662.405762
	Iteration 80F: 3 clusters Score -8124656 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8124680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8124712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8124720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -8124738.500000 Penalty: 3662.405762
	Iteration 84Q: 3 clusters Score -8124738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -8124747.500000 Penalty: 3662.405762
	Iteration 85Q: 3 clusters Score -8124748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -8124762.000000 Penalty: 3662.405762
	Iteration 86Q: 3 clusters Score -8124762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -8124778.000000 Penalty: 3662.405762
	Iteration 87Q: 3 clusters Score -8124778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -8124809.500000 Penalty: 3662.405762
	Iteration 88Q: 3 clusters Score -8124810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 76586 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8124820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -8124839.000000 Penalty: 3662.405762
	Iteration 90Q: 3 clusters Score -8124839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -8124850.500000 Penalty: 3662.405762
	Iteration 91Q: 3 clusters Score -8124850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -8124858.500000 Penalty: 3662.405762
	Iteration 92Q: 3 clusters Score -8124858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8124868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -8124883.500000 Penalty: 3662.405762
	Iteration 94Q: 3 clusters Score -8124884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -8124909.000000 Penalty: 3662.405762
	Iteration 95Q: 3 clusters Score -8124909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -8124926.000000 Penalty: 3662.405762
	Iteration 96Q: 3 clusters Score -8124926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8124940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -8124954.000000 Penalty: 3662.405762
	Iteration 98Q: 3 clusters Score -8124954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -8124963.000000 Penalty: 3662.405762
	Iteration 99Q: 3 clusters Score -8124963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8124963 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8124968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8124970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
Score: -8124974.500000 Penalty: 3662.405762
	Iteration 103Q: 3 clusters Score -8124974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -8124979.000000 Penalty: 3662.405762
	Iteration 104Q: 3 clusters Score -8124979 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -8124987.500000 Penalty: 3662.405762
	Iteration 105Q: 3 clusters Score -8124988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8124984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8124999 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -8125020.000000 Penalty: 3662.405762
	Iteration 108Q: 3 clusters Score -8125020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -8125032.500000 Penalty: 3662.405762
	Iteration 109Q: 3 clusters Score -8125032 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -8125040.500000 Penalty: 3662.405762
	Iteration 110Q: 3 clusters Score -8125040 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -8125041.500000 Penalty: 3662.405762
	Iteration 111Q: 3 clusters Score -8125042 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -8125051.500000 Penalty: 3662.405762
	Iteration 112Q: 3 clusters Score -8125052 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8125053 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -8125060.000000 Penalty: 3662.405762
	Iteration 114Q: 3 clusters Score -8125060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 77282 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8125064 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8125064 nChanged 13
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Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8125082 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -8125085.000000 Penalty: 3662.405762
	Iteration 118Q: 3 clusters Score -8125085 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -8125086.000000 Penalty: 3662.405762
	Iteration 119Q: 3 clusters Score -8125086 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -8125090.500000 Penalty: 3662.405762
	Iteration 120F: 3 clusters Score -8125090 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -8125084.500000 Penalty: 3662.405762
	Iteration 121Q: 3 clusters Score -8125084 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8125089 nChanged 18
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Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8125090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 77381 members 
Entering Unmasked Estep 
Score: -8125099.500000 Penalty: 3662.405762
	Iteration 124Q: 3 clusters Score -8125100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -8125111.000000 Penalty: 3662.405762
	Iteration 125Q: 3 clusters Score -8125111 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -8125109.000000 Penalty: 3662.405762
	Iteration 126Q: 3 clusters Score -8125109 nChanged 7
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Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8125111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -8125110.000000 Penalty: 3662.405762
	Iteration 128Q: 3 clusters Score -8125110 nChanged 3
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Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8125111 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 929 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8125113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -8125119.000000 Penalty: 3662.405762
	Iteration 131Q: 3 clusters Score -8125119 nChanged 4
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Mstep: Class 1 contains 922 members 
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Entering Unmasked Estep 
Score: -8125112.500000 Penalty: 3662.405762
	Iteration 132Q: 3 clusters Score -8125112 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 916 members 
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Entering Unmasked Estep 
Score: -8125126.000000 Penalty: 3662.405762
	Iteration 133Q: 3 clusters Score -8125126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -8125131.500000 Penalty: 3662.405762
	Iteration 134Q: 3 clusters Score -8125132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -8125142.000000 Penalty: 3662.405762
	Iteration 135Q: 3 clusters Score -8125142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
Score: -8125134.000000 Penalty: 3662.405762
	Iteration 136Q: 3 clusters Score -8125134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -8125141.500000 Penalty: 3662.405762
	Iteration 137Q: 3 clusters Score -8125142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -8125149.000000 Penalty: 3662.405762
	Iteration 138Q: 3 clusters Score -8125149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -8125147.000000 Penalty: 3662.405762
	Iteration 139Q: 3 clusters Score -8125147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -8125141.000000 Penalty: 3662.405762
	Iteration 140F: 3 clusters Score -8125141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -8125147.000000 Penalty: 3662.405762
	Iteration 141Q: 3 clusters Score -8125147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -8125147.000000 Penalty: 3662.405762
	Iteration 142Q: 3 clusters Score -8125147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -8125146.500000 Penalty: 3662.405762
	Iteration 143Q: 3 clusters Score -8125146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -8125155.000000 Penalty: 3662.405762
	Iteration 144Q: 3 clusters Score -8125155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -8125154.500000 Penalty: 3662.405762
	Iteration 145Q: 3 clusters Score -8125154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -8125152.000000 Penalty: 3662.405762
	Iteration 146Q: 3 clusters Score -8125152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -8125162.500000 Penalty: 3662.405762
	Iteration 147Q: 3 clusters Score -8125162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -8125160.500000 Penalty: 3662.405762
	Iteration 148Q: 3 clusters Score -8125160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -8125161.500000 Penalty: 3662.405762
	Iteration 149Q: 3 clusters Score -8125162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -8125163.500000 Penalty: 3662.405762
	Iteration 150Q: 3 clusters Score -8125164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -8125166.500000 Penalty: 3662.405762
	Iteration 151Q: 3 clusters Score -8125166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -8125173.500000 Penalty: 3662.405762
	Iteration 152Q: 3 clusters Score -8125174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -8125168.000000 Penalty: 3662.405762
	Iteration 153Q: 3 clusters Score -8125168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -8125174.500000 Penalty: 3662.405762
	Iteration 154Q: 3 clusters Score -8125174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -8125190.500000 Penalty: 3662.405762
	Iteration 155Q: 3 clusters Score -8125190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 77579 members 
Entering Unmasked Estep 
Score: -8125184.000000 Penalty: 3662.405762
	Iteration 156Q: 3 clusters Score -8125184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -8125183.500000 Penalty: 3662.405762
	Iteration 157Q: 3 clusters Score -8125184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -8125201.500000 Penalty: 3662.405762
	Iteration 158Q: 3 clusters Score -8125202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -8125202.000000 Penalty: 3662.405762
	Iteration 159Q: 3 clusters Score -8125202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -8125217.000000 Penalty: 3662.405762
	Iteration 160F: 3 clusters Score -8125217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -8125210.000000 Penalty: 3662.405762
	Iteration 161Q: 3 clusters Score -8125210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -8125218.500000 Penalty: 3662.405762
	Iteration 162Q: 3 clusters Score -8125218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -8125221.000000 Penalty: 3662.405762
	Iteration 163Q: 3 clusters Score -8125221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -8125214.500000 Penalty: 3662.405762
	Iteration 164Q: 3 clusters Score -8125214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 77626 members 
Entering Unmasked Estep 
Score: -8125224.500000 Penalty: 3662.405762
	Iteration 165Q: 3 clusters Score -8125224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -8125218.000000 Penalty: 3662.405762
	Iteration 166Q: 3 clusters Score -8125218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 77635 members 
Entering Unmasked Estep 
Score: -8125218.000000 Penalty: 3662.405762
	Iteration 167Q: 3 clusters Score -8125218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -8125221.000000 Penalty: 3662.405762
	Iteration 168Q: 3 clusters Score -8125221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 77641 members 
Entering Unmasked Estep 
Score: -8125221.000000 Penalty: 3662.405762
	Iteration 169Q: 3 clusters Score -8125221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -8125226.500000 Penalty: 3662.405762
	Iteration 170Q: 3 clusters Score -8125226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -8125228.000000 Penalty: 3662.405762
	Iteration 171Q: 3 clusters Score -8125228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -8125234.000000 Penalty: 3662.405762
	Iteration 172Q: 3 clusters Score -8125234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 77652 members 
Entering Unmasked Estep 
Score: -8125237.000000 Penalty: 3662.405762
	Iteration 173Q: 3 clusters Score -8125237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 77652 members 
Entering Unmasked Estep 
Score: -8125237.000000 Penalty: 3662.405762
	Iteration 174F: 3 clusters Score -8125237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Entering Unmasked Estep 
Score: -6391798.000000 Penalty: 1792.699829
	Iteration 0F: 2 clusters Score -6391798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -6350514.000000 Penalty: 3585.399658
	Iteration 0F: 3 clusters Score -6350514 nChanged 29189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -6367246.500000 Penalty: 3585.399658
	Iteration 1F: 3 clusters Score -6367246 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -6367861.500000 Penalty: 3585.399658
	Iteration 2Q: 3 clusters Score -6367862 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -6368814.500000 Penalty: 3585.399658
	Iteration 3Q: 3 clusters Score -6368814 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -6370444.500000 Penalty: 3585.399658
	Iteration 4F: 3 clusters Score -6370444 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -6373374.500000 Penalty: 3585.399658
	Iteration 5F: 3 clusters Score -6373374 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -6377827.000000 Penalty: 3585.399658
	Iteration 6F: 3 clusters Score -6377827 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -6383138.500000 Penalty: 3585.399658
	Iteration 7F: 3 clusters Score -6383138 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -6387222.000000 Penalty: 3585.399658
	Iteration 8F: 3 clusters Score -6387222 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -6389199.500000 Penalty: 3585.399658
	Iteration 9Q: 3 clusters Score -6389200 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -6389820.000000 Penalty: 3585.399658
	Iteration 10Q: 3 clusters Score -6389820 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -6390040.500000 Penalty: 3585.399658
	Iteration 11Q: 3 clusters Score -6390040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -6390090.500000 Penalty: 3585.399658
	Iteration 12Q: 3 clusters Score -6390090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -6390118.500000 Penalty: 3585.399658
	Iteration 13Q: 3 clusters Score -6390118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -6390138.500000 Penalty: 3585.399658
	Iteration 14Q: 3 clusters Score -6390138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -6390147.500000 Penalty: 3585.399658
	Iteration 15Q: 3 clusters Score -6390148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -6390153.000000 Penalty: 3585.399658
	Iteration 16Q: 3 clusters Score -6390153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -6390155.000000 Penalty: 3585.399658
	Iteration 17Q: 3 clusters Score -6390155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -6390154.000000 Penalty: 3585.399658
	Iteration 18Q: 3 clusters Score -6390154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -6390163.500000 Penalty: 3585.399658
	Iteration 19Q: 3 clusters Score -6390164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -6390172.000000 Penalty: 3585.399658
	Iteration 20F: 3 clusters Score -6390172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -6390172.000000 Penalty: 3585.399658
	Iteration 21Q: 3 clusters Score -6390172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -6390179.000000 Penalty: 3585.399658
	Iteration 22Q: 3 clusters Score -6390179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -6390182.500000 Penalty: 3585.399658
	Iteration 23Q: 3 clusters Score -6390182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -6390182.500000 Penalty: 3585.399658
	Iteration 24Q: 3 clusters Score -6390182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -6390182.500000 Penalty: 3585.399658
	Iteration 25F: 3 clusters Score -6390182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Entering Unmasked Estep 
Score: -6444124.500000 Penalty: 1793.499390
	Iteration 0F: 2 clusters Score -6444124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -6402631.000000 Penalty: 3586.998779
	Iteration 0F: 3 clusters Score -6402631 nChanged 29406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -6419395.000000 Penalty: 3586.998779
	Iteration 1F: 3 clusters Score -6419395 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -6420210.000000 Penalty: 3586.998779
	Iteration 2Q: 3 clusters Score -6420210 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -6421483.500000 Penalty: 3586.998779
	Iteration 3Q: 3 clusters Score -6421484 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -6423791.500000 Penalty: 3586.998779
	Iteration 4F: 3 clusters Score -6423792 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6427611.000000 Penalty: 3586.998779
	Iteration 5F: 3 clusters Score -6427611 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -6433008.000000 Penalty: 3586.998779
	Iteration 6F: 3 clusters Score -6433008 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -6437964.000000 Penalty: 3586.998779
	Iteration 7F: 3 clusters Score -6437964 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -6440938.000000 Penalty: 3586.998779
	Iteration 8Q: 3 clusters Score -6440938 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -6442041.500000 Penalty: 3586.998779
	Iteration 9Q: 3 clusters Score -6442042 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -6442348.500000 Penalty: 3586.998779
	Iteration 10Q: 3 clusters Score -6442348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -6442435.000000 Penalty: 3586.998779
	Iteration 11Q: 3 clusters Score -6442435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -6442463.000000 Penalty: 3586.998779
	Iteration 12Q: 3 clusters Score -6442463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -6442483.000000 Penalty: 3586.998779
	Iteration 13Q: 3 clusters Score -6442483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -6442495.500000 Penalty: 3586.998779
	Iteration 14Q: 3 clusters Score -6442496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -6442497.500000 Penalty: 3586.998779
	Iteration 15Q: 3 clusters Score -6442498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -6442503.500000 Penalty: 3586.998779
	Iteration 16Q: 3 clusters Score -6442504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -6442505.500000 Penalty: 3586.998779
	Iteration 17Q: 3 clusters Score -6442506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -6442505.000000 Penalty: 3586.998779
	Iteration 18Q: 3 clusters Score -6442505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -6442505.000000 Penalty: 3586.998779
	Iteration 19F: 3 clusters Score -6442505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 27908 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 47726 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 33046 members 
Mstep: Class 11 contains 177086 members 
Mstep: Class 12 contains 328406 members 
Mstep: Class 14 contains 47864 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 78350 members 
Mstep: Class 20 contains 61821 members 
Mstep: Class 21 contains 62126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147936.000000 Penalty: 33526.671875
Iteration 119Q: 16 clusters Score -9.414794e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 27918 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 47733 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 33079 members 
Mstep: Class 11 contains 176849 members 
Mstep: Class 12 contains 328397 members 
Mstep: Class 14 contains 47863 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 17 contains 78412 members 
Mstep: Class 20 contains 61929 members 
Mstep: Class 21 contains 62165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147888.000000 Penalty: 33526.671875
Iteration 120F: 16 clusters Score -9.414789e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 27926 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 47731 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 33111 members 
Mstep: Class 11 contains 176619 members 
Mstep: Class 12 contains 328400 members 
Mstep: Class 14 contains 47859 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 78475 members 
Mstep: Class 20 contains 62036 members 
Mstep: Class 21 contains 62205 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 16 clusters Score -9.414787e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 27925 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 47732 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6728 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 11 contains 176410 members 
Mstep: Class 12 contains 328387 members 
Mstep: Class 14 contains 47846 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 78529 members 
Mstep: Class 20 contains 62147 members 
Mstep: Class 21 contains 62263 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 16 clusters Score -9.414796e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 27926 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 47730 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6730 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 33157 members 
Mstep: Class 11 contains 176195 members 
Mstep: Class 12 contains 328387 members 
Mstep: Class 14 contains 47833 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 78580 members 
Mstep: Class 20 contains 62265 members 
Mstep: Class 21 contains 62309 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 16 clusters Score -9.414804e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 27925 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 47731 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6732 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33177 members 
Mstep: Class 11 contains 175977 members 
Mstep: Class 12 contains 328395 members 
Mstep: Class 14 contains 47831 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 78628 members 
Mstep: Class 20 contains 62371 members 
Mstep: Class 21 contains 62361 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 16 clusters Score -9.414822e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 27935 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 47723 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 6734 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33192 members 
Mstep: Class 11 contains 175773 members 
Mstep: Class 12 contains 328394 members 
Mstep: Class 14 contains 47832 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 78675 members 
Mstep: Class 20 contains 62464 members 
Mstep: Class 21 contains 62415 members 
Entering Unmasked Estep 
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Iteration 125Q: 16 clusters Score -9.414819e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 27950 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 47720 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 6735 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33205 members 
Mstep: Class 11 contains 175585 members 
Mstep: Class 12 contains 328397 members 
Mstep: Class 14 contains 47825 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 78706 members 
Mstep: Class 20 contains 62560 members 
Mstep: Class 21 contains 62478 members 
Entering Unmasked Estep 
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Iteration 126Q: 16 clusters Score -9.414826e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 27962 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 47729 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 6735 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33233 members 
Mstep: Class 11 contains 175364 members 
Mstep: Class 12 contains 328392 members 
Mstep: Class 14 contains 47824 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 78748 members 
Mstep: Class 20 contains 62660 members 
Mstep: Class 21 contains 62540 members 
Entering Unmasked Estep 
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Iteration 127Q: 16 clusters Score -9.41482e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 27972 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 47737 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6735 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33263 members 
Mstep: Class 11 contains 175147 members 
Mstep: Class 12 contains 328377 members 
Mstep: Class 14 contains 47826 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 78787 members 
Mstep: Class 20 contains 62748 members 
Mstep: Class 21 contains 62619 members 
Entering Unmasked Estep 
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Iteration 128Q: 16 clusters Score -9.4148e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 27985 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47754 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 6737 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33285 members 
Mstep: Class 11 contains 174926 members 
Mstep: Class 12 contains 328364 members 
Mstep: Class 14 contains 47818 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 78834 members 
Mstep: Class 20 contains 62839 members 
Mstep: Class 21 contains 62693 members 
Entering Unmasked Estep 
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Iteration 129Q: 16 clusters Score -9.41481e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 27996 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47767 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33316 members 
Mstep: Class 11 contains 174700 members 
Mstep: Class 12 contains 328360 members 
Mstep: Class 14 contains 47811 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 78868 members 
Mstep: Class 20 contains 62923 members 
Mstep: Class 21 contains 62768 members 
Entering Unmasked Estep 
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Iteration 130Q: 16 clusters Score -9.4148e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 28014 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47782 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33333 members 
Mstep: Class 11 contains 174499 members 
Mstep: Class 12 contains 328351 members 
Mstep: Class 14 contains 47805 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 78903 members 
Mstep: Class 20 contains 62998 members 
Mstep: Class 21 contains 62838 members 
Entering Unmasked Estep 
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Iteration 131Q: 16 clusters Score -9.414797e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 28018 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47803 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33350 members 
Mstep: Class 11 contains 174327 members 
Mstep: Class 12 contains 328350 members 
Mstep: Class 14 contains 47799 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 78946 members 
Mstep: Class 20 contains 63058 members 
Mstep: Class 21 contains 62901 members 
Entering Unmasked Estep 
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Iteration 132Q: 16 clusters Score -9.414811e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 28028 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47831 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33372 members 
Mstep: Class 11 contains 174145 members 
Mstep: Class 12 contains 328360 members 
Mstep: Class 14 contains 47793 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 78981 members 
Mstep: Class 20 contains 63116 members 
Mstep: Class 21 contains 62944 members 
Entering Unmasked Estep 
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Iteration 133Q: 16 clusters Score -9.414801e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 28035 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47859 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33392 members 
Mstep: Class 11 contains 173988 members 
Mstep: Class 12 contains 328371 members 
Mstep: Class 14 contains 47790 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 78998 members 
Mstep: Class 20 contains 63166 members 
Mstep: Class 21 contains 62985 members 
Entering Unmasked Estep 
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Iteration 134Q: 16 clusters Score -9.414799e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 28043 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 47881 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33423 members 
Mstep: Class 11 contains 173809 members 
Mstep: Class 12 contains 328369 members 
Mstep: Class 14 contains 47796 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 79019 members 
Mstep: Class 20 contains 63223 members 
Mstep: Class 21 contains 63035 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 16 clusters Score -9.414795e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 28048 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 47903 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33449 members 
Mstep: Class 11 contains 173650 members 
Mstep: Class 12 contains 328353 members 
Mstep: Class 14 contains 47792 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 79043 members 
Mstep: Class 20 contains 63267 members 
Mstep: Class 21 contains 63098 members 
Entering Unmasked Estep 
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Iteration 136Q: 16 clusters Score -9.414803e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 28063 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47920 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33482 members 
Mstep: Class 11 contains 173484 members 
Mstep: Class 12 contains 328327 members 
Mstep: Class 14 contains 47789 members 
Mstep: Class 16 contains 3301 members 
Mstep: Class 17 contains 79061 members 
Mstep: Class 20 contains 63327 members 
Mstep: Class 21 contains 63160 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 16 clusters Score -9.414801e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 28074 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 47934 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 6742 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33515 members 
Mstep: Class 11 contains 173331 members 
Mstep: Class 12 contains 328295 members 
Mstep: Class 14 contains 47777 members 
Mstep: Class 16 contains 3301 members 
Mstep: Class 17 contains 79089 members 
Mstep: Class 20 contains 63398 members 
Mstep: Class 21 contains 63220 members 
Entering Unmasked Estep 
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Iteration 138Q: 16 clusters Score -9.414798e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 28082 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47943 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33536 members 
Mstep: Class 11 contains 173206 members 
Mstep: Class 12 contains 328262 members 
Mstep: Class 14 contains 47778 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 79114 members 
Mstep: Class 20 contains 63447 members 
Mstep: Class 21 contains 63288 members 
Entering Unmasked Estep 
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Iteration 139Q: 16 clusters Score -9.414802e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 28089 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47950 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33554 members 
Mstep: Class 11 contains 173099 members 
Mstep: Class 12 contains 328240 members 
Mstep: Class 14 contains 47766 members 
Mstep: Class 16 contains 3294 members 
Mstep: Class 17 contains 79147 members 
Mstep: Class 20 contains 63491 members 
Mstep: Class 21 contains 63337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148024.000000 Penalty: 33526.671875
Iteration 140F: 16 clusters Score -9.414802e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 28096 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47948 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6744 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33576 members 
Mstep: Class 11 contains 172990 members 
Mstep: Class 12 contains 328217 members 
Mstep: Class 14 contains 47761 members 
Mstep: Class 16 contains 3298 members 
Mstep: Class 17 contains 79174 members 
Mstep: Class 20 contains 63531 members 
Mstep: Class 21 contains 63382 members 
Entering Unmasked Estep 
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Iteration 141Q: 16 clusters Score -9.414797e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 28101 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47948 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33596 members 
Mstep: Class 11 contains 172866 members 
Mstep: Class 12 contains 328209 members 
Mstep: Class 14 contains 47759 members 
Mstep: Class 16 contains 3300 members 
Mstep: Class 17 contains 79204 members 
Mstep: Class 20 contains 63571 members 
Mstep: Class 21 contains 63427 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 16 clusters Score -9.414799e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 28097 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47952 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33625 members 
Mstep: Class 11 contains 172750 members 
Mstep: Class 12 contains 328184 members 
Mstep: Class 14 contains 47756 members 
Mstep: Class 16 contains 3303 members 
Mstep: Class 17 contains 79238 members 
Mstep: Class 20 contains 63615 members 
Mstep: Class 21 contains 63465 members 
Entering Unmasked Estep 
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Iteration 143Q: 16 clusters Score -9.414805e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 28095 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 47966 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33651 members 
Mstep: Class 11 contains 172607 members 
Mstep: Class 12 contains 328165 members 
Mstep: Class 14 contains 47758 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 79269 members 
Mstep: Class 20 contains 63661 members 
Mstep: Class 21 contains 63507 members 
Entering Unmasked Estep 
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Iteration 144Q: 16 clusters Score -9.41483e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 28099 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 47974 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 33676 members 
Mstep: Class 11 contains 172473 members 
Mstep: Class 12 contains 328156 members 
Mstep: Class 14 contains 47756 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 79303 members 
Mstep: Class 20 contains 63695 members 
Mstep: Class 21 contains 63547 members 
Entering Unmasked Estep 
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Iteration 145Q: 16 clusters Score -9.414828e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 28100 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 47982 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33702 members 
Mstep: Class 11 contains 172359 members 
Mstep: Class 12 contains 328158 members 
Mstep: Class 14 contains 47749 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 79337 members 
Mstep: Class 20 contains 63723 members 
Mstep: Class 21 contains 63572 members 
Entering Unmasked Estep 
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Iteration 146Q: 16 clusters Score -9.414834e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 28106 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 47993 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 33720 members 
Mstep: Class 11 contains 172224 members 
Mstep: Class 12 contains 328186 members 
Mstep: Class 14 contains 47751 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 79360 members 
Mstep: Class 20 contains 63748 members 
Mstep: Class 21 contains 63601 members 
Entering Unmasked Estep 
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Iteration 147Q: 16 clusters Score -9.414822e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 28106 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48005 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 33747 members 
Mstep: Class 11 contains 172124 members 
Mstep: Class 12 contains 328183 members 
Mstep: Class 14 contains 47751 members 
Mstep: Class 16 contains 3312 members 
Mstep: Class 17 contains 79382 members 
Mstep: Class 20 contains 63766 members 
Mstep: Class 21 contains 63634 members 
Entering Unmasked Estep 
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Iteration 148Q: 16 clusters Score -9.414825e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 28111 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48022 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 33765 members 
Mstep: Class 11 contains 172023 members 
Mstep: Class 12 contains 328162 members 
Mstep: Class 14 contains 47753 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 79406 members 
Mstep: Class 20 contains 63797 members 
Mstep: Class 21 contains 63671 members 
Entering Unmasked Estep 
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Iteration 149Q: 16 clusters Score -9.414826e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 28115 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48032 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 33786 members 
Mstep: Class 11 contains 171899 members 
Mstep: Class 12 contains 328156 members 
Mstep: Class 14 contains 47758 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 79432 members 
Mstep: Class 20 contains 63833 members 
Mstep: Class 21 contains 63713 members 
Entering Unmasked Estep 
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Iteration 150Q: 16 clusters Score -9.414833e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 28116 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48046 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 33812 members 
Mstep: Class 11 contains 171775 members 
Mstep: Class 12 contains 328128 members 
Mstep: Class 14 contains 47765 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 79458 members 
Mstep: Class 20 contains 63877 members 
Mstep: Class 21 contains 63756 members 
Entering Unmasked Estep 
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Iteration 151Q: 16 clusters Score -9.414825e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 28115 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48045 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 6746 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 33835 members 
Mstep: Class 11 contains 171685 members 
Mstep: Class 12 contains 328111 members 
Mstep: Class 14 contains 47769 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 79479 members 
Mstep: Class 20 contains 63912 members 
Mstep: Class 21 contains 63791 members 
Entering Unmasked Estep 
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Iteration 152Q: 16 clusters Score -9.414823e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 28116 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48043 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 33863 members 
Mstep: Class 11 contains 171587 members 
Mstep: Class 12 contains 328095 members 
Mstep: Class 14 contains 47772 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 79497 members 
Mstep: Class 20 contains 63947 members 
Mstep: Class 21 contains 63822 members 
Entering Unmasked Estep 
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Iteration 153Q: 16 clusters Score -9.414836e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 28119 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48040 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 33887 members 
Mstep: Class 11 contains 171466 members 
Mstep: Class 12 contains 328089 members 
Mstep: Class 14 contains 47783 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 79524 members 
Mstep: Class 20 contains 63990 members 
Mstep: Class 21 contains 63849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148232.000000 Penalty: 33526.671875
Iteration 154Q: 16 clusters Score -9.414823e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 28121 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48048 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6749 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 33909 members 
Mstep: Class 11 contains 171356 members 
Mstep: Class 12 contains 328099 members 
Mstep: Class 14 contains 47781 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 79543 members 
Mstep: Class 20 contains 64026 members 
Mstep: Class 21 contains 63865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148320.000000 Penalty: 33526.671875
Iteration 155Q: 16 clusters Score -9.414832e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 28119 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48058 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6750 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 33925 members 
Mstep: Class 11 contains 171244 members 
Mstep: Class 12 contains 328117 members 
Mstep: Class 14 contains 47782 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 79561 members 
Mstep: Class 20 contains 64055 members 
Mstep: Class 21 contains 63892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148336.000000 Penalty: 33526.671875
Iteration 156Q: 16 clusters Score -9.414834e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 28119 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48059 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6751 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 33945 members 
Mstep: Class 11 contains 171146 members 
Mstep: Class 12 contains 328120 members 
Mstep: Class 14 contains 47783 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 79578 members 
Mstep: Class 20 contains 64085 members 
Mstep: Class 21 contains 63924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148352.000000 Penalty: 33526.671875
Iteration 157Q: 16 clusters Score -9.414835e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 28116 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48064 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33970 members 
Mstep: Class 11 contains 171044 members 
Mstep: Class 12 contains 328106 members 
Mstep: Class 14 contains 47788 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 79601 members 
Mstep: Class 20 contains 64110 members 
Mstep: Class 21 contains 63965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148336.000000 Penalty: 33526.671875
Iteration 158Q: 16 clusters Score -9.414834e+07 nChanged 250
Entering ConstructFrom: 
Score: -94148336.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (58265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Entering Unmasked Estep 
Score: -5780467.000000 Penalty: 1783.072876
	Iteration 0F: 2 clusters Score -5780467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -5741485.500000 Penalty: 3566.145752
	Iteration 0F: 3 clusters Score -5741486 nChanged 27381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -5757293.000000 Penalty: 3566.145752
	Iteration 1F: 3 clusters Score -5757293 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -5758009.000000 Penalty: 3566.145752
	Iteration 2Q: 3 clusters Score -5758009 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5759019.000000 Penalty: 3566.145752
	Iteration 3Q: 3 clusters Score -5759019 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -5760632.500000 Penalty: 3566.145752
	Iteration 4F: 3 clusters Score -5760632 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5763198.000000 Penalty: 3566.145752
	Iteration 5F: 3 clusters Score -5763198 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5767026.000000 Penalty: 3566.145752
	Iteration 6F: 3 clusters Score -5767026 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -5771518.500000 Penalty: 3566.145752
	Iteration 7F: 3 clusters Score -5771518 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -5775141.500000 Penalty: 3566.145752
	Iteration 8F: 3 clusters Score -5775142 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -5777224.000000 Penalty: 3566.145752
	Iteration 9Q: 3 clusters Score -5777224 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -5778161.500000 Penalty: 3566.145752
	Iteration 10Q: 3 clusters Score -5778162 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -5778581.000000 Penalty: 3566.145752
	Iteration 11Q: 3 clusters Score -5778581 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -5778777.000000 Penalty: 3566.145752
	Iteration 12Q: 3 clusters Score -5778777 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -5778853.000000 Penalty: 3566.145752
	Iteration 13Q: 3 clusters Score -5778853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -5778909.500000 Penalty: 3566.145752
	Iteration 14Q: 3 clusters Score -5778910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -5778951.500000 Penalty: 3566.145752
	Iteration 15Q: 3 clusters Score -5778952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -5778960.000000 Penalty: 3566.145752
	Iteration 16Q: 3 clusters Score -5778960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -5778982.500000 Penalty: 3566.145752
	Iteration 17Q: 3 clusters Score -5778982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -5778992.000000 Penalty: 3566.145752
	Iteration 18Q: 3 clusters Score -5778992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -5778996.500000 Penalty: 3566.145752
	Iteration 19Q: 3 clusters Score -5778996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -5779005.500000 Penalty: 3566.145752
	Iteration 20F: 3 clusters Score -5779006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -5779008.500000 Penalty: 3566.145752
	Iteration 21Q: 3 clusters Score -5779008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -5779005.500000 Penalty: 3566.145752
	Iteration 22Q: 3 clusters Score -5779006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -5779002.000000 Penalty: 3566.145752
	Iteration 23Q: 3 clusters Score -5779002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -5779016.000000 Penalty: 3566.145752
	Iteration 24Q: 3 clusters Score -5779016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -5779024.000000 Penalty: 3566.145752
	Iteration 25Q: 3 clusters Score -5779024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -5779036.000000 Penalty: 3566.145752
	Iteration 26Q: 3 clusters Score -5779036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -5779041.000000 Penalty: 3566.145752
	Iteration 27Q: 3 clusters Score -5779041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -5779049.000000 Penalty: 3566.145752
	Iteration 28Q: 3 clusters Score -5779049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -5779044.500000 Penalty: 3566.145752
	Iteration 29Q: 3 clusters Score -5779044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -5779040.500000 Penalty: 3566.145752
	Iteration 30Q: 3 clusters Score -5779040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -5779040.500000 Penalty: 3566.145752
	Iteration 31Q: 3 clusters Score -5779040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -5779046.500000 Penalty: 3566.145752
	Iteration 32Q: 3 clusters Score -5779046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -5779053.500000 Penalty: 3566.145752
	Iteration 33Q: 3 clusters Score -5779054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -5779051.000000 Penalty: 3566.145752
	Iteration 34Q: 3 clusters Score -5779051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -5779056.000000 Penalty: 3566.145752
	Iteration 35Q: 3 clusters Score -5779056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -5779056.000000 Penalty: 3566.145752
	Iteration 36F: 3 clusters Score -5779056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Entering Unmasked Estep 
Score: -2903156.750000 Penalty: 1664.676880
	Iteration 0F: 2 clusters Score -2903157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2884278.750000 Penalty: 3329.353760
	Iteration 0F: 3 clusters Score -2884279 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2891189.250000 Penalty: 3329.353760
	Iteration 1F: 3 clusters Score -2891189 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2891520.750000 Penalty: 3329.353760
	Iteration 2Q: 3 clusters Score -2891521 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2891860.500000 Penalty: 3329.353760
	Iteration 3Q: 3 clusters Score -2891860 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2892319.000000 Penalty: 3329.353760
	Iteration 4Q: 3 clusters Score -2892319 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2893035.500000 Penalty: 3329.353760
	Iteration 5F: 3 clusters Score -2893036 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2894179.500000 Penalty: 3329.353760
	Iteration 6F: 3 clusters Score -2894180 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2895900.000000 Penalty: 3329.353760
	Iteration 7F: 3 clusters Score -2895900 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2898018.500000 Penalty: 3329.353760
	Iteration 8F: 3 clusters Score -2898018 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2899864.500000 Penalty: 3329.353760
	Iteration 9F: 3 clusters Score -2899864 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2900931.750000 Penalty: 3329.353760
	Iteration 10Q: 3 clusters Score -2900932 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2901394.500000 Penalty: 3329.353760
	Iteration 11Q: 3 clusters Score -2901394 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2901554.250000 Penalty: 3329.353760
	Iteration 12Q: 3 clusters Score -2901554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2901605.500000 Penalty: 3329.353760
	Iteration 13Q: 3 clusters Score -2901606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2901649.250000 Penalty: 3329.353760
	Iteration 14Q: 3 clusters Score -2901649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2901662.750000 Penalty: 3329.353760
	Iteration 15Q: 3 clusters Score -2901663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2901672.250000 Penalty: 3329.353760
	Iteration 16Q: 3 clusters Score -2901672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2901677.750000 Penalty: 3329.353760
	Iteration 17Q: 3 clusters Score -2901678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2901680.500000 Penalty: 3329.353760
	Iteration 18Q: 3 clusters Score -2901680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2901683.250000 Penalty: 3329.353760
	Iteration 19Q: 3 clusters Score -2901683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2901681.500000 Penalty: 3329.353760
	Iteration 20F: 3 clusters Score -2901682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2901687.750000 Penalty: 3329.353760
	Iteration 21Q: 3 clusters Score -2901688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2901696.000000 Penalty: 3329.353760
	Iteration 22Q: 3 clusters Score -2901696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2901699.500000 Penalty: 3329.353760
	Iteration 23Q: 3 clusters Score -2901700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2901701.500000 Penalty: 3329.353760
	Iteration 24Q: 3 clusters Score -2901702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2901701.750000 Penalty: 3329.353760
	Iteration 25Q: 3 clusters Score -2901702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2901701.750000 Penalty: 3329.353760
	Iteration 26F: 3 clusters Score -2901702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -199346.125000 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -199346.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -197201.375000 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -197201.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -197629.000000 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -197629 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -197734.343750 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -197734.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -197792.546875 Penalty: 2477.683594
	Iteration 3Q: 3 clusters Score -197792.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -197825.000000 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -197825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -197851.515625 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -197851.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -197869.296875 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -197869.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -197881.875000 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -197881.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -197902.703125 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -197902.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -197915.828125 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -197915.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -197925.671875 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -197925.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -197933.062500 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -197933.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -197940.781250 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -197940.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -197947.656250 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -197947.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -197957.671875 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -197957.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -197970.375000 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -197970.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -197988.859375 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -197988.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -198009.203125 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -198009.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -198026.171875 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -198026.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -198044.500000 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -198044.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -198067.984375 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -198068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -198095.734375 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -198095.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198113.765625 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -198113.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -198129.031250 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -198129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -198152.703125 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -198152.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -198179.593750 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -198179.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -198201.250000 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -198201.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -198223.781250 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -198223.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -198247.312500 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -198247.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198265.078125 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -198265.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -198286.046875 Penalty: 2477.683594
	Iteration 30Q: 3 clusters Score -198286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -198297.171875 Penalty: 2477.683594
	Iteration 31Q: 3 clusters Score -198297.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -198315.875000 Penalty: 2477.683594
	Iteration 32Q: 3 clusters Score -198315.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -198334.500000 Penalty: 2477.683594
	Iteration 33Q: 3 clusters Score -198334.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -198354.859375 Penalty: 2477.683594
	Iteration 34Q: 3 clusters Score -198354.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -198375.890625 Penalty: 2477.683594
	Iteration 35Q: 3 clusters Score -198375.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -198399.859375 Penalty: 2477.683594
	Iteration 36Q: 3 clusters Score -198399.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -198421.890625 Penalty: 2477.683594
	Iteration 37Q: 3 clusters Score -198421.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -198450.093750 Penalty: 2477.683594
	Iteration 38Q: 3 clusters Score -198450.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -198471.875000 Penalty: 2477.683594
	Iteration 39Q: 3 clusters Score -198471.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -198481.078125 Penalty: 2477.683594
	Iteration 40F: 3 clusters Score -198481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -198483.031250 Penalty: 2477.683594
	Iteration 41Q: 3 clusters Score -198483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -198483.718750 Penalty: 2477.683594
	Iteration 42Q: 3 clusters Score -198483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -198484.593750 Penalty: 2477.683594
	Iteration 43Q: 3 clusters Score -198484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -198484.921875 Penalty: 2477.683594
	Iteration 44Q: 3 clusters Score -198484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -198485.765625 Penalty: 2477.683594
	Iteration 45Q: 3 clusters Score -198485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -198486.031250 Penalty: 2477.683594
	Iteration 46Q: 3 clusters Score -198486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -198486.031250 Penalty: 2477.683594
	Iteration 47F: 3 clusters Score -198486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Entering Unmasked Estep 
Score: -4948524.500000 Penalty: 1751.783447
	Iteration 0F: 2 clusters Score -4948524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -4916464.000000 Penalty: 3503.566895
	Iteration 0F: 3 clusters Score -4916464 nChanged 22498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -4929246.000000 Penalty: 3503.566895
	Iteration 1F: 3 clusters Score -4929246 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -4929968.000000 Penalty: 3503.566895
	Iteration 2Q: 3 clusters Score -4929968 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -4930874.000000 Penalty: 3503.566895
	Iteration 3Q: 3 clusters Score -4930874 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4932110.000000 Penalty: 3503.566895
	Iteration 4F: 3 clusters Score -4932110 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4933960.500000 Penalty: 3503.566895
	Iteration 5F: 3 clusters Score -4933960 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4936699.000000 Penalty: 3503.566895
	Iteration 6F: 3 clusters Score -4936699 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -4939637.000000 Penalty: 3503.566895
	Iteration 7F: 3 clusters Score -4939637 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -4941613.500000 Penalty: 3503.566895
	Iteration 8F: 3 clusters Score -4941614 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4942477.000000 Penalty: 3503.566895
	Iteration 9Q: 3 clusters Score -4942477 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4942961.500000 Penalty: 3503.566895
	Iteration 10Q: 3 clusters Score -4942962 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -4943305.500000 Penalty: 3503.566895
	Iteration 11Q: 3 clusters Score -4943306 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -4943596.000000 Penalty: 3503.566895
	Iteration 12Q: 3 clusters Score -4943596 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -4943872.500000 Penalty: 3503.566895
	Iteration 13Q: 3 clusters Score -4943872 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -4944099.500000 Penalty: 3503.566895
	Iteration 14Q: 3 clusters Score -4944100 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4944336.500000 Penalty: 3503.566895
	Iteration 15Q: 3 clusters Score -4944336 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -4944560.000000 Penalty: 3503.566895
	Iteration 16Q: 3 clusters Score -4944560 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -4944729.000000 Penalty: 3503.566895
	Iteration 17Q: 3 clusters Score -4944729 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4944901.500000 Penalty: 3503.566895
	Iteration 18Q: 3 clusters Score -4944902 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4945043.500000 Penalty: 3503.566895
	Iteration 19Q: 3 clusters Score -4945044 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -4945218.500000 Penalty: 3503.566895
	Iteration 20F: 3 clusters Score -4945218 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4945392.000000 Penalty: 3503.566895
	Iteration 21Q: 3 clusters Score -4945392 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -4945543.500000 Penalty: 3503.566895
	Iteration 22Q: 3 clusters Score -4945544 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4945689.000000 Penalty: 3503.566895
	Iteration 23Q: 3 clusters Score -4945689 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -4945813.500000 Penalty: 3503.566895
	Iteration 24Q: 3 clusters Score -4945814 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4945970.500000 Penalty: 3503.566895
	Iteration 25Q: 3 clusters Score -4945970 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4946078.000000 Penalty: 3503.566895
	Iteration 26Q: 3 clusters Score -4946078 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4946193.500000 Penalty: 3503.566895
	Iteration 27Q: 3 clusters Score -4946194 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4946276.000000 Penalty: 3503.566895
	Iteration 28Q: 3 clusters Score -4946276 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4946343.000000 Penalty: 3503.566895
	Iteration 29Q: 3 clusters Score -4946343 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4946436.500000 Penalty: 3503.566895
	Iteration 30Q: 3 clusters Score -4946436 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4946524.500000 Penalty: 3503.566895
	Iteration 31Q: 3 clusters Score -4946524 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4946608.000000 Penalty: 3503.566895
	Iteration 32Q: 3 clusters Score -4946608 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4946719.000000 Penalty: 3503.566895
	Iteration 33Q: 3 clusters Score -4946719 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4946808.000000 Penalty: 3503.566895
	Iteration 34Q: 3 clusters Score -4946808 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4946885.000000 Penalty: 3503.566895
	Iteration 35Q: 3 clusters Score -4946885 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4946935.500000 Penalty: 3503.566895
	Iteration 36Q: 3 clusters Score -4946936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4946969.500000 Penalty: 3503.566895
	Iteration 37Q: 3 clusters Score -4946970 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4947018.000000 Penalty: 3503.566895
	Iteration 38Q: 3 clusters Score -4947018 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4947057.500000 Penalty: 3503.566895
	Iteration 39Q: 3 clusters Score -4947058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4947083.000000 Penalty: 3503.566895
	Iteration 40F: 3 clusters Score -4947083 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4947124.500000 Penalty: 3503.566895
	Iteration 41Q: 3 clusters Score -4947124 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4947142.500000 Penalty: 3503.566895
	Iteration 42Q: 3 clusters Score -4947142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4947178.500000 Penalty: 3503.566895
	Iteration 43Q: 3 clusters Score -4947178 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4947194.500000 Penalty: 3503.566895
	Iteration 44Q: 3 clusters Score -4947194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4947218.000000 Penalty: 3503.566895
	Iteration 45Q: 3 clusters Score -4947218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4947231.000000 Penalty: 3503.566895
	Iteration 46Q: 3 clusters Score -4947231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4947240.500000 Penalty: 3503.566895
	Iteration 47Q: 3 clusters Score -4947240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4947251.000000 Penalty: 3503.566895
	Iteration 48Q: 3 clusters Score -4947251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4947265.500000 Penalty: 3503.566895
	Iteration 49Q: 3 clusters Score -4947266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4947285.500000 Penalty: 3503.566895
	Iteration 50Q: 3 clusters Score -4947286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4947293.000000 Penalty: 3503.566895
	Iteration 51Q: 3 clusters Score -4947293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4947292.500000 Penalty: 3503.566895
	Iteration 52Q: 3 clusters Score -4947292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4947297.000000 Penalty: 3503.566895
	Iteration 53Q: 3 clusters Score -4947297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4947307.000000 Penalty: 3503.566895
	Iteration 54Q: 3 clusters Score -4947307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4947313.000000 Penalty: 3503.566895
	Iteration 55Q: 3 clusters Score -4947313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4947340.500000 Penalty: 3503.566895
	Iteration 56Q: 3 clusters Score -4947340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4947348.500000 Penalty: 3503.566895
	Iteration 57Q: 3 clusters Score -4947348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4947364.500000 Penalty: 3503.566895
	Iteration 58Q: 3 clusters Score -4947364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4947372.500000 Penalty: 3503.566895
	Iteration 59Q: 3 clusters Score -4947372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4947382.000000 Penalty: 3503.566895
	Iteration 60F: 3 clusters Score -4947382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4947385.000000 Penalty: 3503.566895
	Iteration 61Q: 3 clusters Score -4947385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4947384.000000 Penalty: 3503.566895
	Iteration 62Q: 3 clusters Score -4947384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4947375.000000 Penalty: 3503.566895
	Iteration 63Q: 3 clusters Score -4947375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4947379.500000 Penalty: 3503.566895
	Iteration 64Q: 3 clusters Score -4947380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4947386.500000 Penalty: 3503.566895
	Iteration 65Q: 3 clusters Score -4947386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4947389.500000 Penalty: 3503.566895
	Iteration 66Q: 3 clusters Score -4947390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4947380.500000 Penalty: 3503.566895
	Iteration 67Q: 3 clusters Score -4947380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4947381.000000 Penalty: 3503.566895
	Iteration 68Q: 3 clusters Score -4947381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4947383.500000 Penalty: 3503.566895
	Iteration 69Q: 3 clusters Score -4947384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4947381.500000 Penalty: 3503.566895
	Iteration 70Q: 3 clusters Score -4947382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4947381.500000 Penalty: 3503.566895
	Iteration 71Q: 3 clusters Score -4947382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4947381.000000 Penalty: 3503.566895
	Iteration 72Q: 3 clusters Score -4947381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4947382.500000 Penalty: 3503.566895
	Iteration 73Q: 3 clusters Score -4947382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4947380.500000 Penalty: 3503.566895
	Iteration 74Q: 3 clusters Score -4947380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4947381.000000 Penalty: 3503.566895
	Iteration 75Q: 3 clusters Score -4947381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4947383.500000 Penalty: 3503.566895
	Iteration 76Q: 3 clusters Score -4947384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4947383.500000 Penalty: 3503.566895
	Iteration 77F: 3 clusters Score -4947384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -285759.187500 Penalty: 1301.953003
	Iteration 0F: 2 clusters Score -285759.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -283020.968750 Penalty: 2603.906006
	Iteration 0F: 3 clusters Score -283021 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -283744.343750 Penalty: 2603.906006
	Iteration 1F: 3 clusters Score -283744.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -283975.718750 Penalty: 2603.906006
	Iteration 2F: 3 clusters Score -283975.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -284214.125000 Penalty: 2603.906006
	Iteration 3F: 3 clusters Score -284214.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -284490.562500 Penalty: 2603.906006
	Iteration 4F: 3 clusters Score -284490.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -284652.406250 Penalty: 2603.906006
	Iteration 5F: 3 clusters Score -284652.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -284751.875000 Penalty: 2603.906006
	Iteration 6Q: 3 clusters Score -284751.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -284838.000000 Penalty: 2603.906006
	Iteration 7Q: 3 clusters Score -284838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -284926.718750 Penalty: 2603.906006
	Iteration 8Q: 3 clusters Score -284926.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -284995.812500 Penalty: 2603.906006
	Iteration 9Q: 3 clusters Score -284995.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -285031.312500 Penalty: 2603.906006
	Iteration 10Q: 3 clusters Score -285031.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -285054.281250 Penalty: 2603.906006
	Iteration 11Q: 3 clusters Score -285054.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -285072.593750 Penalty: 2603.906006
	Iteration 12Q: 3 clusters Score -285072.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -285087.125000 Penalty: 2603.906006
	Iteration 13Q: 3 clusters Score -285087.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -285103.593750 Penalty: 2603.906006
	Iteration 14Q: 3 clusters Score -285103.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -285120.687500 Penalty: 2603.906006
	Iteration 15Q: 3 clusters Score -285120.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -285139.656250 Penalty: 2603.906006
	Iteration 16Q: 3 clusters Score -285139.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -285153.312500 Penalty: 2603.906006
	Iteration 17Q: 3 clusters Score -285153.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -285166.281250 Penalty: 2603.906006
	Iteration 18Q: 3 clusters Score -285166.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -285183.312500 Penalty: 2603.906006
	Iteration 19Q: 3 clusters Score -285183.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -285201.437500 Penalty: 2603.906006
	Iteration 20F: 3 clusters Score -285201.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -285211.656250 Penalty: 2603.906006
	Iteration 21Q: 3 clusters Score -285211.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -285220.125000 Penalty: 2603.906006
	Iteration 22Q: 3 clusters Score -285220.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -285237.656250 Penalty: 2603.906006
	Iteration 23Q: 3 clusters Score -285237.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -285244.656250 Penalty: 2603.906006
	Iteration 24Q: 3 clusters Score -285244.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -285253.031250 Penalty: 2603.906006
	Iteration 25Q: 3 clusters Score -285253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -285259.281250 Penalty: 2603.906006
	Iteration 26Q: 3 clusters Score -285259.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -285271.218750 Penalty: 2603.906006
	Iteration 27Q: 3 clusters Score -285271.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -285278.968750 Penalty: 2603.906006
	Iteration 28Q: 3 clusters Score -285279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -285283.875000 Penalty: 2603.906006
	Iteration 29Q: 3 clusters Score -285283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -285286.000000 Penalty: 2603.906006
	Iteration 30Q: 3 clusters Score -285286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -285288.250000 Penalty: 2603.906006
	Iteration 31Q: 3 clusters Score -285288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -285291.375000 Penalty: 2603.906006
	Iteration 32Q: 3 clusters Score -285291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -285295.468750 Penalty: 2603.906006
	Iteration 33Q: 3 clusters Score -285295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -285298.000000 Penalty: 2603.906006
	Iteration 34Q: 3 clusters Score -285298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -285299.781250 Penalty: 2603.906006
	Iteration 35Q: 3 clusters Score -285299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -285300.781250 Penalty: 2603.906006
	Iteration 36Q: 3 clusters Score -285300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -285301.281250 Penalty: 2603.906006
	Iteration 37Q: 3 clusters Score -285301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -285301.625000 Penalty: 2603.906006
	Iteration 38Q: 3 clusters Score -285301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -285301.625000 Penalty: 2603.906006
	Iteration 39F: 3 clusters Score -285301.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -648398.625000 Penalty: 1432.883179
	Iteration 0F: 2 clusters Score -648398.6 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 3335 members 
Entering Unmasked Estep 
Score: -643436.312500 Penalty: 2865.766357
	Iteration 0F: 3 clusters Score -643436.3 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -645318.687500 Penalty: 2865.766357
	Iteration 1F: 3 clusters Score -645318.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -646032.062500 Penalty: 2865.766357
	Iteration 2F: 3 clusters Score -646032.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -646745.750000 Penalty: 2865.766357
	Iteration 3F: 3 clusters Score -646745.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -647384.625000 Penalty: 2865.766357
	Iteration 4F: 3 clusters Score -647384.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -647850.375000 Penalty: 2865.766357
	Iteration 5F: 3 clusters Score -647850.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -648081.562500 Penalty: 2865.766357
	Iteration 6Q: 3 clusters Score -648081.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -648187.625000 Penalty: 2865.766357
	Iteration 7Q: 3 clusters Score -648187.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -648256.375000 Penalty: 2865.766357
	Iteration 8Q: 3 clusters Score -648256.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -648298.625000 Penalty: 2865.766357
	Iteration 9Q: 3 clusters Score -648298.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -648330.687500 Penalty: 2865.766357
	Iteration 10Q: 3 clusters Score -648330.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -648354.937500 Penalty: 2865.766357
	Iteration 11Q: 3 clusters Score -648354.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -648368.750000 Penalty: 2865.766357
	Iteration 12Q: 3 clusters Score -648368.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -648388.125000 Penalty: 2865.766357
	Iteration 13Q: 3 clusters Score -648388.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -648403.000000 Penalty: 2865.766357
	Iteration 14Q: 3 clusters Score -648403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -648414.000000 Penalty: 2865.766357
	Iteration 15Q: 3 clusters Score -648414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -648420.375000 Penalty: 2865.766357
	Iteration 16Q: 3 clusters Score -648420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -648425.000000 Penalty: 2865.766357
	Iteration 17Q: 3 clusters Score -648425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -648427.687500 Penalty: 2865.766357
	Iteration 18Q: 3 clusters Score -648427.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -648433.187500 Penalty: 2865.766357
	Iteration 19Q: 3 clusters Score -648433.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -648436.687500 Penalty: 2865.766357
	Iteration 20F: 3 clusters Score -648436.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -648443.250000 Penalty: 2865.766357
	Iteration 21Q: 3 clusters Score -648443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -648446.625000 Penalty: 2865.766357
	Iteration 22Q: 3 clusters Score -648446.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -648450.062500 Penalty: 2865.766357
	Iteration 23Q: 3 clusters Score -648450.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -648453.250000 Penalty: 2865.766357
	Iteration 24Q: 3 clusters Score -648453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -648453.375000 Penalty: 2865.766357
	Iteration 25Q: 3 clusters Score -648453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -648454.750000 Penalty: 2865.766357
	Iteration 26Q: 3 clusters Score -648454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -648459.000000 Penalty: 2865.766357
	Iteration 27Q: 3 clusters Score -648459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -648459.375000 Penalty: 2865.766357
	Iteration 28Q: 3 clusters Score -648459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -648460.562500 Penalty: 2865.766357
	Iteration 29Q: 3 clusters Score -648460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -648460.812500 Penalty: 2865.766357
	Iteration 30Q: 3 clusters Score -648460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -648462.062500 Penalty: 2865.766357
	Iteration 31Q: 3 clusters Score -648462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -648461.687500 Penalty: 2865.766357
	Iteration 32Q: 3 clusters Score -648461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -648462.000000 Penalty: 2865.766357
	Iteration 33Q: 3 clusters Score -648462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -648462.812500 Penalty: 2865.766357
	Iteration 34Q: 3 clusters Score -648462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -648463.562500 Penalty: 2865.766357
	Iteration 35Q: 3 clusters Score -648463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -648463.562500 Penalty: 2865.766357
	Iteration 36F: 3 clusters Score -648463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 28118 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48060 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33990 members 
Mstep: Class 11 contains 170970 members 
Mstep: Class 12 contains 328084 members 
Mstep: Class 14 contains 47788 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 79617 members 
Mstep: Class 20 contains 64136 members 
Mstep: Class 21 contains 64004 members 
Entering Unmasked Estep 
Score: -94147688.000000 Penalty: 35761.781250
Splitting cluster 7 changes total score from -94148336.000000 to -94147688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -267756.218750 Penalty: 1279.397827
	Iteration 0F: 2 clusters Score -267756.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -265274.625000 Penalty: 2558.795654
	Iteration 0F: 3 clusters Score -265274.6 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -265849.500000 Penalty: 2558.795654
	Iteration 1F: 3 clusters Score -265849.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -265984.093750 Penalty: 2558.795654
	Iteration 2F: 3 clusters Score -265984.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -266067.531250 Penalty: 2558.795654
	Iteration 3F: 3 clusters Score -266067.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -266120.937500 Penalty: 2558.795654
	Iteration 4Q: 3 clusters Score -266120.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -266152.750000 Penalty: 2558.795654
	Iteration 5Q: 3 clusters Score -266152.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -266171.968750 Penalty: 2558.795654
	Iteration 6Q: 3 clusters Score -266172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -266188.375000 Penalty: 2558.795654
	Iteration 7Q: 3 clusters Score -266188.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -266198.531250 Penalty: 2558.795654
	Iteration 8Q: 3 clusters Score -266198.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -266209.312500 Penalty: 2558.795654
	Iteration 9Q: 3 clusters Score -266209.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -266220.625000 Penalty: 2558.795654
	Iteration 10Q: 3 clusters Score -266220.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -266228.156250 Penalty: 2558.795654
	Iteration 11Q: 3 clusters Score -266228.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -266236.812500 Penalty: 2558.795654
	Iteration 12Q: 3 clusters Score -266236.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -266243.531250 Penalty: 2558.795654
	Iteration 13Q: 3 clusters Score -266243.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -266248.656250 Penalty: 2558.795654
	Iteration 14Q: 3 clusters Score -266248.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -266256.156250 Penalty: 2558.795654
	Iteration 15Q: 3 clusters Score -266256.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -266265.750000 Penalty: 2558.795654
	Iteration 16Q: 3 clusters Score -266265.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -266275.062500 Penalty: 2558.795654
	Iteration 17Q: 3 clusters Score -266275.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -266282.156250 Penalty: 2558.795654
	Iteration 18Q: 3 clusters Score -266282.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -266288.000000 Penalty: 2558.795654
	Iteration 19Q: 3 clusters Score -266288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -266293.625000 Penalty: 2558.795654
	Iteration 20F: 3 clusters Score -266293.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -266302.062500 Penalty: 2558.795654
	Iteration 21Q: 3 clusters Score -266302.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -266312.343750 Penalty: 2558.795654
	Iteration 22Q: 3 clusters Score -266312.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -266318.156250 Penalty: 2558.795654
	Iteration 23Q: 3 clusters Score -266318.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -266323.812500 Penalty: 2558.795654
	Iteration 24Q: 3 clusters Score -266323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -266329.593750 Penalty: 2558.795654
	Iteration 25Q: 3 clusters Score -266329.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -266335.343750 Penalty: 2558.795654
	Iteration 26Q: 3 clusters Score -266335.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -266343.593750 Penalty: 2558.795654
	Iteration 27Q: 3 clusters Score -266343.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -266348.968750 Penalty: 2558.795654
	Iteration 28Q: 3 clusters Score -266349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -266353.656250 Penalty: 2558.795654
	Iteration 29Q: 3 clusters Score -266353.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -266359.843750 Penalty: 2558.795654
	Iteration 30Q: 3 clusters Score -266359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -266363.906250 Penalty: 2558.795654
	Iteration 31Q: 3 clusters Score -266363.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -266375.062500 Penalty: 2558.795654
	Iteration 32Q: 3 clusters Score -266375.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -266387.250000 Penalty: 2558.795654
	Iteration 33Q: 3 clusters Score -266387.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -266396.218750 Penalty: 2558.795654
	Iteration 34Q: 3 clusters Score -266396.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -266406.187500 Penalty: 2558.795654
	Iteration 35Q: 3 clusters Score -266406.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -266418.156250 Penalty: 2558.795654
	Iteration 36Q: 3 clusters Score -266418.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -266422.781250 Penalty: 2558.795654
	Iteration 37Q: 3 clusters Score -266422.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -266427.000000 Penalty: 2558.795654
	Iteration 38Q: 3 clusters Score -266427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -266431.000000 Penalty: 2558.795654
	Iteration 39Q: 3 clusters Score -266431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -266432.062500 Penalty: 2558.795654
	Iteration 40F: 3 clusters Score -266432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -266435.375000 Penalty: 2558.795654
	Iteration 41Q: 3 clusters Score -266435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -266437.656250 Penalty: 2558.795654
	Iteration 42Q: 3 clusters Score -266437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -266440.281250 Penalty: 2558.795654
	Iteration 43Q: 3 clusters Score -266440.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -266445.406250 Penalty: 2558.795654
	Iteration 44Q: 3 clusters Score -266445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -266449.781250 Penalty: 2558.795654
	Iteration 45Q: 3 clusters Score -266449.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -266461.437500 Penalty: 2558.795654
	Iteration 46Q: 3 clusters Score -266461.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -266471.312500 Penalty: 2558.795654
	Iteration 47Q: 3 clusters Score -266471.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -266479.031250 Penalty: 2558.795654
	Iteration 48Q: 3 clusters Score -266479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -266482.812500 Penalty: 2558.795654
	Iteration 49Q: 3 clusters Score -266482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -266486.656250 Penalty: 2558.795654
	Iteration 50Q: 3 clusters Score -266486.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -266488.718750 Penalty: 2558.795654
	Iteration 51Q: 3 clusters Score -266488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -266491.906250 Penalty: 2558.795654
	Iteration 52Q: 3 clusters Score -266491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -266497.250000 Penalty: 2558.795654
	Iteration 53Q: 3 clusters Score -266497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -266503.750000 Penalty: 2558.795654
	Iteration 54Q: 3 clusters Score -266503.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -266510.312500 Penalty: 2558.795654
	Iteration 55Q: 3 clusters Score -266510.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -266518.656250 Penalty: 2558.795654
	Iteration 56Q: 3 clusters Score -266518.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -266524.281250 Penalty: 2558.795654
	Iteration 57Q: 3 clusters Score -266524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -266530.468750 Penalty: 2558.795654
	Iteration 58Q: 3 clusters Score -266530.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -266537.468750 Penalty: 2558.795654
	Iteration 59Q: 3 clusters Score -266537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -266543.312500 Penalty: 2558.795654
	Iteration 60F: 3 clusters Score -266543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -266546.750000 Penalty: 2558.795654
	Iteration 61Q: 3 clusters Score -266546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -266547.562500 Penalty: 2558.795654
	Iteration 62Q: 3 clusters Score -266547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -266548.625000 Penalty: 2558.795654
	Iteration 63Q: 3 clusters Score -266548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -266549.750000 Penalty: 2558.795654
	Iteration 64Q: 3 clusters Score -266549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -266550.687500 Penalty: 2558.795654
	Iteration 65Q: 3 clusters Score -266550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -266550.687500 Penalty: 2558.795654
	Iteration 66F: 3 clusters Score -266550.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Entering Unmasked Estep 
Score: -3509431.500000 Penalty: 1695.495972
	Iteration 0F: 2 clusters Score -3509432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3486450.000000 Penalty: 3390.991943
	Iteration 0F: 3 clusters Score -3486450 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3495271.500000 Penalty: 3390.991943
	Iteration 1F: 3 clusters Score -3495272 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3495773.500000 Penalty: 3390.991943
	Iteration 2Q: 3 clusters Score -3495774 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -3496261.000000 Penalty: 3390.991943
	Iteration 3Q: 3 clusters Score -3496261 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3496920.750000 Penalty: 3390.991943
	Iteration 4Q: 3 clusters Score -3496921 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3497873.000000 Penalty: 3390.991943
	Iteration 5F: 3 clusters Score -3497873 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3499282.750000 Penalty: 3390.991943
	Iteration 6F: 3 clusters Score -3499283 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3501189.250000 Penalty: 3390.991943
	Iteration 7F: 3 clusters Score -3501189 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3503287.000000 Penalty: 3390.991943
	Iteration 8F: 3 clusters Score -3503287 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3505221.750000 Penalty: 3390.991943
	Iteration 9F: 3 clusters Score -3505222 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3506548.500000 Penalty: 3390.991943
	Iteration 10Q: 3 clusters Score -3506548 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3507233.250000 Penalty: 3390.991943
	Iteration 11Q: 3 clusters Score -3507233 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3507641.250000 Penalty: 3390.991943
	Iteration 12Q: 3 clusters Score -3507641 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -3507844.500000 Penalty: 3390.991943
	Iteration 13Q: 3 clusters Score -3507844 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3507962.750000 Penalty: 3390.991943
	Iteration 14Q: 3 clusters Score -3507963 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3508037.250000 Penalty: 3390.991943
	Iteration 15Q: 3 clusters Score -3508037 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -3508082.250000 Penalty: 3390.991943
	Iteration 16Q: 3 clusters Score -3508082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -3508119.750000 Penalty: 3390.991943
	Iteration 17Q: 3 clusters Score -3508120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -3508143.000000 Penalty: 3390.991943
	Iteration 18Q: 3 clusters Score -3508143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -3508160.000000 Penalty: 3390.991943
	Iteration 19Q: 3 clusters Score -3508160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3508165.000000 Penalty: 3390.991943
	Iteration 20F: 3 clusters Score -3508165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -3508165.500000 Penalty: 3390.991943
	Iteration 21Q: 3 clusters Score -3508166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -3508180.750000 Penalty: 3390.991943
	Iteration 22Q: 3 clusters Score -3508181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -3508194.500000 Penalty: 3390.991943
	Iteration 23Q: 3 clusters Score -3508194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -3508202.000000 Penalty: 3390.991943
	Iteration 24Q: 3 clusters Score -3508202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -3508216.250000 Penalty: 3390.991943
	Iteration 25Q: 3 clusters Score -3508216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -3508217.500000 Penalty: 3390.991943
	Iteration 26Q: 3 clusters Score -3508218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -3508222.000000 Penalty: 3390.991943
	Iteration 27Q: 3 clusters Score -3508222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -3508222.500000 Penalty: 3390.991943
	Iteration 28Q: 3 clusters Score -3508222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3508229.500000 Penalty: 3390.991943
	Iteration 29Q: 3 clusters Score -3508230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -3508230.000000 Penalty: 3390.991943
	Iteration 30Q: 3 clusters Score -3508230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -3508235.000000 Penalty: 3390.991943
	Iteration 31Q: 3 clusters Score -3508235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -3508235.500000 Penalty: 3390.991943
	Iteration 32Q: 3 clusters Score -3508236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -3508239.500000 Penalty: 3390.991943
	Iteration 33Q: 3 clusters Score -3508240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -3508245.500000 Penalty: 3390.991943
	Iteration 34Q: 3 clusters Score -3508246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -3508250.500000 Penalty: 3390.991943
	Iteration 35Q: 3 clusters Score -3508250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -3508247.250000 Penalty: 3390.991943
	Iteration 36Q: 3 clusters Score -3508247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -3508246.250000 Penalty: 3390.991943
	Iteration 37Q: 3 clusters Score -3508246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3508257.750000 Penalty: 3390.991943
	Iteration 38Q: 3 clusters Score -3508258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -3508257.250000 Penalty: 3390.991943
	Iteration 39Q: 3 clusters Score -3508257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -3508256.500000 Penalty: 3390.991943
	Iteration 40F: 3 clusters Score -3508256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -3508258.750000 Penalty: 3390.991943
	Iteration 41Q: 3 clusters Score -3508259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3508256.500000 Penalty: 3390.991943
	Iteration 42Q: 3 clusters Score -3508256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -3508259.750000 Penalty: 3390.991943
	Iteration 43Q: 3 clusters Score -3508260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -3508262.250000 Penalty: 3390.991943
	Iteration 44Q: 3 clusters Score -3508262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -3508262.250000 Penalty: 3390.991943
	Iteration 45F: 3 clusters Score -3508262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (170970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170970 members 
Entering Unmasked Estep 
Score: -17413618.000000 Penalty: 1958.001953
	Iteration 0F: 2 clusters Score -1.741362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 85725 members 
Entering Unmasked Estep 
Score: -17299544.000000 Penalty: 3916.003906
	Iteration 0F: 3 clusters Score -1.729954e+07 nChanged 82613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -17348670.000000 Penalty: 3916.003906
	Iteration 1F: 3 clusters Score -1.734867e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -17350408.000000 Penalty: 3916.003906
	Iteration 2Q: 3 clusters Score -1.735041e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -17353328.000000 Penalty: 3916.003906
	Iteration 3Q: 3 clusters Score -1.735333e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 103249 members 
Entering Unmasked Estep 
Score: -17357830.000000 Penalty: 3916.003906
	Iteration 4F: 3 clusters Score -1.735783e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -17364936.000000 Penalty: 3916.003906
	Iteration 5F: 3 clusters Score -1.736494e+07 nChanged 12114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 122441 members 
Entering Unmasked Estep 
Score: -17374568.000000 Penalty: 3916.003906
	Iteration 6F: 3 clusters Score -1.737457e+07 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 133047 members 
Entering Unmasked Estep 
Score: -17385168.000000 Penalty: 3916.003906
	Iteration 7F: 3 clusters Score -1.738517e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -17393728.000000 Penalty: 3916.003906
	Iteration 8F: 3 clusters Score -1.739373e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 147439 members 
Entering Unmasked Estep 
Score: -17399316.000000 Penalty: 3916.003906
	Iteration 9Q: 3 clusters Score -1.739932e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 151760 members 
Entering Unmasked Estep 
Score: -17402566.000000 Penalty: 3916.003906
	Iteration 10Q: 3 clusters Score -1.740257e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 155225 members 
Entering Unmasked Estep 
Score: -17404852.000000 Penalty: 3916.003906
	Iteration 11Q: 3 clusters Score -1.740485e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -17406546.000000 Penalty: 3916.003906
	Iteration 12Q: 3 clusters Score -1.740655e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 160379 members 
Entering Unmasked Estep 
Score: -17407844.000000 Penalty: 3916.003906
	Iteration 13Q: 3 clusters Score -1.740784e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 162220 members 
Entering Unmasked Estep 
Score: -17408786.000000 Penalty: 3916.003906
	Iteration 14Q: 3 clusters Score -1.740879e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 163706 members 
Entering Unmasked Estep 
Score: -17409570.000000 Penalty: 3916.003906
	Iteration 15Q: 3 clusters Score -1.740957e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 164900 members 
Entering Unmasked Estep 
Score: -17410030.000000 Penalty: 3916.003906
	Iteration 16Q: 3 clusters Score -1.741003e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 165869 members 
Entering Unmasked Estep 
Score: -17410436.000000 Penalty: 3916.003906
	Iteration 17Q: 3 clusters Score -1.741044e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 166616 members 
Entering Unmasked Estep 
Score: -17410754.000000 Penalty: 3916.003906
	Iteration 18Q: 3 clusters Score -1.741075e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 167247 members 
Entering Unmasked Estep 
Score: -17411048.000000 Penalty: 3916.003906
	Iteration 19Q: 3 clusters Score -1.741105e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 167748 members 
Entering Unmasked Estep 
Score: -17411220.000000 Penalty: 3916.003906
	Iteration 20F: 3 clusters Score -1.741122e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 168178 members 
Entering Unmasked Estep 
Score: -17411434.000000 Penalty: 3916.003906
	Iteration 21Q: 3 clusters Score -1.741143e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 168510 members 
Entering Unmasked Estep 
Score: -17411570.000000 Penalty: 3916.003906
	Iteration 22Q: 3 clusters Score -1.741157e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 168790 members 
Entering Unmasked Estep 
Score: -17411678.000000 Penalty: 3916.003906
	Iteration 23Q: 3 clusters Score -1.741168e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 169011 members 
Entering Unmasked Estep 
Score: -17411756.000000 Penalty: 3916.003906
	Iteration 24Q: 3 clusters Score -1.741176e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -17411806.000000 Penalty: 3916.003906
	Iteration 25Q: 3 clusters Score -1.741181e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 169330 members 
Entering Unmasked Estep 
Score: -17411876.000000 Penalty: 3916.003906
	Iteration 26Q: 3 clusters Score -1.741188e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 169447 members 
Entering Unmasked Estep 
Score: -17411896.000000 Penalty: 3916.003906
	Iteration 27Q: 3 clusters Score -1.74119e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 169534 members 
Entering Unmasked Estep 
Score: -17411932.000000 Penalty: 3916.003906
	Iteration 28Q: 3 clusters Score -1.741193e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 169605 members 
Entering Unmasked Estep 
Score: -17411954.000000 Penalty: 3916.003906
	Iteration 29Q: 3 clusters Score -1.741195e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 169659 members 
Entering Unmasked Estep 
Score: -17411942.000000 Penalty: 3916.003906
	Iteration 30Q: 3 clusters Score -1.741194e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 169696 members 
Entering Unmasked Estep 
Score: -17411964.000000 Penalty: 3916.003906
	Iteration 31Q: 3 clusters Score -1.741196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 169729 members 
Entering Unmasked Estep 
Score: -17411976.000000 Penalty: 3916.003906
	Iteration 32Q: 3 clusters Score -1.741198e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 169758 members 
Entering Unmasked Estep 
Score: -17411988.000000 Penalty: 3916.003906
	Iteration 33Q: 3 clusters Score -1.741199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -17411952.000000 Penalty: 3916.003906
	Iteration 34Q: 3 clusters Score -1.741195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 169795 members 
Entering Unmasked Estep 
Score: -17411956.000000 Penalty: 3916.003906
	Iteration 35Q: 3 clusters Score -1.741196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 169816 members 
Entering Unmasked Estep 
Score: -17411950.000000 Penalty: 3916.003906
	Iteration 36Q: 3 clusters Score -1.741195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 169843 members 
Entering Unmasked Estep 
Score: -17411954.000000 Penalty: 3916.003906
	Iteration 37Q: 3 clusters Score -1.741195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 169874 members 
Entering Unmasked Estep 
Score: -17411970.000000 Penalty: 3916.003906
	Iteration 38Q: 3 clusters Score -1.741197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 169909 members 
Entering Unmasked Estep 
Score: -17412004.000000 Penalty: 3916.003906
	Iteration 39Q: 3 clusters Score -1.7412e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 169934 members 
Entering Unmasked Estep 
Score: -17412002.000000 Penalty: 3916.003906
	Iteration 40F: 3 clusters Score -1.7412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -17412008.000000 Penalty: 3916.003906
	Iteration 41Q: 3 clusters Score -1.741201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -17412026.000000 Penalty: 3916.003906
	Iteration 42Q: 3 clusters Score -1.741203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 169997 members 
Entering Unmasked Estep 
Score: -17412028.000000 Penalty: 3916.003906
	Iteration 43Q: 3 clusters Score -1.741203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 170021 members 
Entering Unmasked Estep 
Score: -17412028.000000 Penalty: 3916.003906
	Iteration 44Q: 3 clusters Score -1.741203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 170045 members 
Entering Unmasked Estep 
Score: -17412052.000000 Penalty: 3916.003906
	Iteration 45Q: 3 clusters Score -1.741205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 170059 members 
Entering Unmasked Estep 
Score: -17412038.000000 Penalty: 3916.003906
	Iteration 46Q: 3 clusters Score -1.741204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 170075 members 
Entering Unmasked Estep 
Score: -17412056.000000 Penalty: 3916.003906
	Iteration 47Q: 3 clusters Score -1.741206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 170092 members 
Entering Unmasked Estep 
Score: -17412066.000000 Penalty: 3916.003906
	Iteration 48Q: 3 clusters Score -1.741207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 170102 members 
Entering Unmasked Estep 
Score: -17412068.000000 Penalty: 3916.003906
	Iteration 49Q: 3 clusters Score -1.741207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 170108 members 
Entering Unmasked Estep 
Score: -17412066.000000 Penalty: 3916.003906
	Iteration 50Q: 3 clusters Score -1.741207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -17412076.000000 Penalty: 3916.003906
	Iteration 51Q: 3 clusters Score -1.741208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 170131 members 
Entering Unmasked Estep 
Score: -17412070.000000 Penalty: 3916.003906
	Iteration 52Q: 3 clusters Score -1.741207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 170139 members 
Entering Unmasked Estep 
Score: -17412068.000000 Penalty: 3916.003906
	Iteration 53Q: 3 clusters Score -1.741207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 170148 members 
Entering Unmasked Estep 
Score: -17412068.000000 Penalty: 3916.003906
	Iteration 54Q: 3 clusters Score -1.741207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 170151 members 
Entering Unmasked Estep 
Score: -17412068.000000 Penalty: 3916.003906
	Iteration 55Q: 3 clusters Score -1.741207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 170156 members 
Entering Unmasked Estep 
Score: -17412062.000000 Penalty: 3916.003906
	Iteration 56Q: 3 clusters Score -1.741206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 170160 members 
Entering Unmasked Estep 
Score: -17412078.000000 Penalty: 3916.003906
	Iteration 57Q: 3 clusters Score -1.741208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 170165 members 
Entering Unmasked Estep 
Score: -17412080.000000 Penalty: 3916.003906
	Iteration 58Q: 3 clusters Score -1.741208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -17412082.000000 Penalty: 3916.003906
	Iteration 59Q: 3 clusters Score -1.741208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 170170 members 
Entering Unmasked Estep 
Score: -17412084.000000 Penalty: 3916.003906
	Iteration 60F: 3 clusters Score -1.741208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 170170 members 
Entering Unmasked Estep 
Score: -17412088.000000 Penalty: 3916.003906
	Iteration 61Q: 3 clusters Score -1.741209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 170171 members 
Entering Unmasked Estep 
Score: -17412100.000000 Penalty: 3916.003906
	Iteration 62Q: 3 clusters Score -1.74121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 170174 members 
Entering Unmasked Estep 
Score: -17412096.000000 Penalty: 3916.003906
	Iteration 63Q: 3 clusters Score -1.74121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 170175 members 
Entering Unmasked Estep 
Score: -17412088.000000 Penalty: 3916.003906
	Iteration 64Q: 3 clusters Score -1.741209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 170175 members 
Entering Unmasked Estep 
Score: -17412090.000000 Penalty: 3916.003906
	Iteration 65Q: 3 clusters Score -1.741209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 170175 members 
Entering Unmasked Estep 
Score: -17412090.000000 Penalty: 3916.003906
	Iteration 66F: 3 clusters Score -1.741209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328084 members 
Entering Unmasked Estep 
Score: -33302118.000000 Penalty: 2063.916504
	Iteration 0F: 2 clusters Score -3.330212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164131 members 
Mstep: Class 2 contains 163953 members 
Entering Unmasked Estep 
Score: -33094864.000000 Penalty: 4127.833008
	Iteration 0F: 3 clusters Score -3.309486e+07 nChanged 159853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164766 members 
Mstep: Class 2 contains 163318 members 
Entering Unmasked Estep 
Score: -33190630.000000 Penalty: 4127.833008
	Iteration 1F: 3 clusters Score -3.319063e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165965 members 
Mstep: Class 2 contains 162119 members 
Entering Unmasked Estep 
Score: -33191760.000000 Penalty: 4127.833008
	Iteration 2Q: 3 clusters Score -3.319176e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168142 members 
Mstep: Class 2 contains 159942 members 
Entering Unmasked Estep 
Score: -33193714.000000 Penalty: 4127.833008
	Iteration 3Q: 3 clusters Score -3.319371e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 156299 members 
Entering Unmasked Estep 
Score: -33196564.000000 Penalty: 4127.833008
	Iteration 4Q: 3 clusters Score -3.319656e+07 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177340 members 
Mstep: Class 2 contains 150744 members 
Entering Unmasked Estep 
Score: -33200924.000000 Penalty: 4127.833008
	Iteration 5Q: 3 clusters Score -3.320092e+07 nChanged 14752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185618 members 
Mstep: Class 2 contains 142466 members 
Entering Unmasked Estep 
Score: -33208506.000000 Penalty: 4127.833008
	Iteration 6Q: 3 clusters Score -3.320851e+07 nChanged 18349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196741 members 
Mstep: Class 2 contains 131343 members 
Entering Unmasked Estep 
Score: -33220692.000000 Penalty: 4127.833008
	Iteration 7F: 3 clusters Score -3.322069e+07 nChanged 21294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209425 members 
Mstep: Class 2 contains 118659 members 
Entering Unmasked Estep 
Score: -33237012.000000 Penalty: 4127.833008
	Iteration 8F: 3 clusters Score -3.323701e+07 nChanged 21661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221534 members 
Mstep: Class 2 contains 106550 members 
Entering Unmasked Estep 
Score: -33251826.000000 Penalty: 4127.833008
	Iteration 9F: 3 clusters Score -3.325183e+07 nChanged 17962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231016 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -33260538.000000 Penalty: 4127.833008
	Iteration 10F: 3 clusters Score -3.326054e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239001 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -33264606.000000 Penalty: 4127.833008
	Iteration 11Q: 3 clusters Score -3.326461e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246301 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -33266862.000000 Penalty: 4127.833008
	Iteration 12Q: 3 clusters Score -3.326686e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252955 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -33268640.000000 Penalty: 4127.833008
	Iteration 13Q: 3 clusters Score -3.326864e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259123 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -33270168.000000 Penalty: 4127.833008
	Iteration 14Q: 3 clusters Score -3.327017e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264947 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -33271692.000000 Penalty: 4127.833008
	Iteration 15Q: 3 clusters Score -3.327169e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270436 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -33273462.000000 Penalty: 4127.833008
	Iteration 16Q: 3 clusters Score -3.327346e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275590 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -33274952.000000 Penalty: 4127.833008
	Iteration 17Q: 3 clusters Score -3.327495e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280419 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -33277110.000000 Penalty: 4127.833008
	Iteration 18Q: 3 clusters Score -3.327711e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284792 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -33279216.000000 Penalty: 4127.833008
	Iteration 19Q: 3 clusters Score -3.327922e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288840 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -33281070.000000 Penalty: 4127.833008
	Iteration 20F: 3 clusters Score -3.328107e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292726 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -33282716.000000 Penalty: 4127.833008
	Iteration 21Q: 3 clusters Score -3.328272e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296415 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -33284838.000000 Penalty: 4127.833008
	Iteration 22Q: 3 clusters Score -3.328484e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299891 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -33287048.000000 Penalty: 4127.833008
	Iteration 23Q: 3 clusters Score -3.328705e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303251 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -33289102.000000 Penalty: 4127.833008
	Iteration 24Q: 3 clusters Score -3.32891e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306435 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -33290792.000000 Penalty: 4127.833008
	Iteration 25Q: 3 clusters Score -3.329079e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309373 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -33293006.000000 Penalty: 4127.833008
	Iteration 26Q: 3 clusters Score -3.329301e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312169 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -33294458.000000 Penalty: 4127.833008
	Iteration 27Q: 3 clusters Score -3.329446e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314695 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -33295782.000000 Penalty: 4127.833008
	Iteration 28Q: 3 clusters Score -3.329578e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316975 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -33296822.000000 Penalty: 4127.833008
	Iteration 29Q: 3 clusters Score -3.329682e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319010 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -33297842.000000 Penalty: 4127.833008
	Iteration 30Q: 3 clusters Score -3.329784e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320772 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -33298380.000000 Penalty: 4127.833008
	Iteration 31Q: 3 clusters Score -3.329838e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322218 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -33299038.000000 Penalty: 4127.833008
	Iteration 32Q: 3 clusters Score -3.329904e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323345 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -33299286.000000 Penalty: 4127.833008
	Iteration 33Q: 3 clusters Score -3.329929e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324260 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -33299640.000000 Penalty: 4127.833008
	Iteration 34Q: 3 clusters Score -3.329964e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324952 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -33299830.000000 Penalty: 4127.833008
	Iteration 35Q: 3 clusters Score -3.329983e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325502 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -33299998.000000 Penalty: 4127.833008
	Iteration 36Q: 3 clusters Score -3.33e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325951 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -33300128.000000 Penalty: 4127.833008
	Iteration 37Q: 3 clusters Score -3.330013e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326261 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -33300128.000000 Penalty: 4127.833008
	Iteration 38Q: 3 clusters Score -3.330013e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326488 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -33300186.000000 Penalty: 4127.833008
	Iteration 39Q: 3 clusters Score -3.330019e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326658 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -33300236.000000 Penalty: 4127.833008
	Iteration 40F: 3 clusters Score -3.330024e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326780 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -33300300.000000 Penalty: 4127.833008
	Iteration 41Q: 3 clusters Score -3.33003e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326875 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -33300350.000000 Penalty: 4127.833008
	Iteration 42Q: 3 clusters Score -3.330035e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326952 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -33300380.000000 Penalty: 4127.833008
	Iteration 43Q: 3 clusters Score -3.330038e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327015 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -33300420.000000 Penalty: 4127.833008
	Iteration 44Q: 3 clusters Score -3.330042e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327078 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -33300384.000000 Penalty: 4127.833008
	Iteration 45Q: 3 clusters Score -3.330038e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327126 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -33300428.000000 Penalty: 4127.833008
	Iteration 46Q: 3 clusters Score -3.330043e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327169 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -33300438.000000 Penalty: 4127.833008
	Iteration 47Q: 3 clusters Score -3.330044e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327203 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -33300454.000000 Penalty: 4127.833008
	Iteration 48Q: 3 clusters Score -3.330045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327230 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -33300436.000000 Penalty: 4127.833008
	Iteration 49Q: 3 clusters Score -3.330044e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327262 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -33300460.000000 Penalty: 4127.833008
	Iteration 50Q: 3 clusters Score -3.330046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327284 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -33300462.000000 Penalty: 4127.833008
	Iteration 51Q: 3 clusters Score -3.330046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327309 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -33300460.000000 Penalty: 4127.833008
	Iteration 52Q: 3 clusters Score -3.330046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327328 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -33300492.000000 Penalty: 4127.833008
	Iteration 53Q: 3 clusters Score -3.330049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327340 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -33300482.000000 Penalty: 4127.833008
	Iteration 54Q: 3 clusters Score -3.330048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327353 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -33300494.000000 Penalty: 4127.833008
	Iteration 55Q: 3 clusters Score -3.330049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327362 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -33300500.000000 Penalty: 4127.833008
	Iteration 56Q: 3 clusters Score -3.33005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327366 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -33300502.000000 Penalty: 4127.833008
	Iteration 57Q: 3 clusters Score -3.33005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327377 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -33300528.000000 Penalty: 4127.833008
	Iteration 58Q: 3 clusters Score -3.330053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327388 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -33300524.000000 Penalty: 4127.833008
	Iteration 59Q: 3 clusters Score -3.330052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327402 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -33300552.000000 Penalty: 4127.833008
	Iteration 60F: 3 clusters Score -3.330055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327410 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -33300542.000000 Penalty: 4127.833008
	Iteration 61Q: 3 clusters Score -3.330054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327413 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -33300562.000000 Penalty: 4127.833008
	Iteration 62Q: 3 clusters Score -3.330056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327415 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -33300564.000000 Penalty: 4127.833008
	Iteration 63Q: 3 clusters Score -3.330056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327419 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -33300574.000000 Penalty: 4127.833008
	Iteration 64Q: 3 clusters Score -3.330057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327420 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -33300574.000000 Penalty: 4127.833008
	Iteration 65Q: 3 clusters Score -3.330057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327422 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -33300562.000000 Penalty: 4127.833008
	Iteration 66Q: 3 clusters Score -3.330056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327423 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -33300570.000000 Penalty: 4127.833008
	Iteration 67Q: 3 clusters Score -3.330057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327424 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33300570.000000 Penalty: 4127.833008
	Iteration 68Q: 3 clusters Score -3.330057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327424 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33300570.000000 Penalty: 4127.833008
	Iteration 69F: 3 clusters Score -3.330057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Entering Unmasked Estep 
Score: -4937345.000000 Penalty: 1750.861084
	Iteration 0F: 2 clusters Score -4937345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -4905375.500000 Penalty: 3501.722168
	Iteration 0F: 3 clusters Score -4905376 nChanged 22275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -4917752.000000 Penalty: 3501.722168
	Iteration 1F: 3 clusters Score -4917752 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4918146.000000 Penalty: 3501.722168
	Iteration 2Q: 3 clusters Score -4918146 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -4918563.000000 Penalty: 3501.722168
	Iteration 3Q: 3 clusters Score -4918563 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4918973.000000 Penalty: 3501.722168
	Iteration 4Q: 3 clusters Score -4918973 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -4919519.500000 Penalty: 3501.722168
	Iteration 5Q: 3 clusters Score -4919520 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -4920185.500000 Penalty: 3501.722168
	Iteration 6Q: 3 clusters Score -4920186 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4921052.000000 Penalty: 3501.722168
	Iteration 7Q: 3 clusters Score -4921052 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4922448.500000 Penalty: 3501.722168
	Iteration 8Q: 3 clusters Score -4922448 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -4924389.000000 Penalty: 3501.722168
	Iteration 9F: 3 clusters Score -4924389 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -4926639.000000 Penalty: 3501.722168
	Iteration 10F: 3 clusters Score -4926639 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -4928181.500000 Penalty: 3501.722168
	Iteration 11F: 3 clusters Score -4928182 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -4928807.000000 Penalty: 3501.722168
	Iteration 12Q: 3 clusters Score -4928807 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4929092.500000 Penalty: 3501.722168
	Iteration 13Q: 3 clusters Score -4929092 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -4929348.000000 Penalty: 3501.722168
	Iteration 14Q: 3 clusters Score -4929348 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -4929577.500000 Penalty: 3501.722168
	Iteration 15Q: 3 clusters Score -4929578 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -4929763.000000 Penalty: 3501.722168
	Iteration 16Q: 3 clusters Score -4929763 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -4929964.000000 Penalty: 3501.722168
	Iteration 17Q: 3 clusters Score -4929964 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -4930155.000000 Penalty: 3501.722168
	Iteration 18Q: 3 clusters Score -4930155 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -4930331.000000 Penalty: 3501.722168
	Iteration 19Q: 3 clusters Score -4930331 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -4930485.000000 Penalty: 3501.722168
	Iteration 20F: 3 clusters Score -4930485 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4930593.000000 Penalty: 3501.722168
	Iteration 21Q: 3 clusters Score -4930593 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -4930706.500000 Penalty: 3501.722168
	Iteration 22Q: 3 clusters Score -4930706 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4930806.500000 Penalty: 3501.722168
	Iteration 23Q: 3 clusters Score -4930806 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -4930891.000000 Penalty: 3501.722168
	Iteration 24Q: 3 clusters Score -4930891 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -4930968.500000 Penalty: 3501.722168
	Iteration 25Q: 3 clusters Score -4930968 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -4931043.000000 Penalty: 3501.722168
	Iteration 26Q: 3 clusters Score -4931043 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4931089.000000 Penalty: 3501.722168
	Iteration 27Q: 3 clusters Score -4931089 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4931161.500000 Penalty: 3501.722168
	Iteration 28Q: 3 clusters Score -4931162 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -4931218.000000 Penalty: 3501.722168
	Iteration 29Q: 3 clusters Score -4931218 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4931279.500000 Penalty: 3501.722168
	Iteration 30Q: 3 clusters Score -4931280 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4931355.500000 Penalty: 3501.722168
	Iteration 31Q: 3 clusters Score -4931356 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -4931381.500000 Penalty: 3501.722168
	Iteration 32Q: 3 clusters Score -4931382 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -4931402.500000 Penalty: 3501.722168
	Iteration 33Q: 3 clusters Score -4931402 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4931430.000000 Penalty: 3501.722168
	Iteration 34Q: 3 clusters Score -4931430 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -4931469.500000 Penalty: 3501.722168
	Iteration 35Q: 3 clusters Score -4931470 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4931498.500000 Penalty: 3501.722168
	Iteration 36Q: 3 clusters Score -4931498 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -4931519.000000 Penalty: 3501.722168
	Iteration 37Q: 3 clusters Score -4931519 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -4931532.500000 Penalty: 3501.722168
	Iteration 38Q: 3 clusters Score -4931532 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4931560.000000 Penalty: 3501.722168
	Iteration 39Q: 3 clusters Score -4931560 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -4931594.000000 Penalty: 3501.722168
	Iteration 40F: 3 clusters Score -4931594 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -4931623.000000 Penalty: 3501.722168
	Iteration 41Q: 3 clusters Score -4931623 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4931673.500000 Penalty: 3501.722168
	Iteration 42Q: 3 clusters Score -4931674 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -4931698.500000 Penalty: 3501.722168
	Iteration 43Q: 3 clusters Score -4931698 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4931723.000000 Penalty: 3501.722168
	Iteration 44Q: 3 clusters Score -4931723 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -4931755.000000 Penalty: 3501.722168
	Iteration 45Q: 3 clusters Score -4931755 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4931807.000000 Penalty: 3501.722168
	Iteration 46Q: 3 clusters Score -4931807 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -4931830.000000 Penalty: 3501.722168
	Iteration 47Q: 3 clusters Score -4931830 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4931875.000000 Penalty: 3501.722168
	Iteration 48Q: 3 clusters Score -4931875 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4931887.000000 Penalty: 3501.722168
	Iteration 49Q: 3 clusters Score -4931887 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4931924.500000 Penalty: 3501.722168
	Iteration 50Q: 3 clusters Score -4931924 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4931965.000000 Penalty: 3501.722168
	Iteration 51Q: 3 clusters Score -4931965 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -4931999.500000 Penalty: 3501.722168
	Iteration 52Q: 3 clusters Score -4932000 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4932039.500000 Penalty: 3501.722168
	Iteration 53Q: 3 clusters Score -4932040 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4932067.500000 Penalty: 3501.722168
	Iteration 54Q: 3 clusters Score -4932068 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4932145.000000 Penalty: 3501.722168
	Iteration 55Q: 3 clusters Score -4932145 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -4932172.000000 Penalty: 3501.722168
	Iteration 56Q: 3 clusters Score -4932172 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4932234.000000 Penalty: 3501.722168
	Iteration 57Q: 3 clusters Score -4932234 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -4932340.000000 Penalty: 3501.722168
	Iteration 58Q: 3 clusters Score -4932340 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4932435.000000 Penalty: 3501.722168
	Iteration 59Q: 3 clusters Score -4932435 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -4932517.500000 Penalty: 3501.722168
	Iteration 60F: 3 clusters Score -4932518 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4932614.500000 Penalty: 3501.722168
	Iteration 61Q: 3 clusters Score -4932614 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4932695.500000 Penalty: 3501.722168
	Iteration 62Q: 3 clusters Score -4932696 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -4932768.000000 Penalty: 3501.722168
	Iteration 63Q: 3 clusters Score -4932768 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -4932889.000000 Penalty: 3501.722168
	Iteration 64Q: 3 clusters Score -4932889 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -4932995.500000 Penalty: 3501.722168
	Iteration 65Q: 3 clusters Score -4932996 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -4933127.000000 Penalty: 3501.722168
	Iteration 66Q: 3 clusters Score -4933127 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -4933238.500000 Penalty: 3501.722168
	Iteration 67Q: 3 clusters Score -4933238 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -4933329.000000 Penalty: 3501.722168
	Iteration 68Q: 3 clusters Score -4933329 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -4933441.500000 Penalty: 3501.722168
	Iteration 69Q: 3 clusters Score -4933442 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -4933538.500000 Penalty: 3501.722168
	Iteration 70Q: 3 clusters Score -4933538 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -4933674.000000 Penalty: 3501.722168
	Iteration 71Q: 3 clusters Score -4933674 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -4933802.500000 Penalty: 3501.722168
	Iteration 72Q: 3 clusters Score -4933802 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -4933932.000000 Penalty: 3501.722168
	Iteration 73Q: 3 clusters Score -4933932 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -4934025.000000 Penalty: 3501.722168
	Iteration 74Q: 3 clusters Score -4934025 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -4934131.500000 Penalty: 3501.722168
	Iteration 75Q: 3 clusters Score -4934132 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -4934226.000000 Penalty: 3501.722168
	Iteration 76Q: 3 clusters Score -4934226 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -4934332.500000 Penalty: 3501.722168
	Iteration 77Q: 3 clusters Score -4934332 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -4934438.500000 Penalty: 3501.722168
	Iteration 78Q: 3 clusters Score -4934438 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -4934559.000000 Penalty: 3501.722168
	Iteration 79Q: 3 clusters Score -4934559 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -4934703.500000 Penalty: 3501.722168
	Iteration 80F: 3 clusters Score -4934704 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -4934819.500000 Penalty: 3501.722168
	Iteration 81Q: 3 clusters Score -4934820 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -4934945.500000 Penalty: 3501.722168
	Iteration 82Q: 3 clusters Score -4934946 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -4935065.500000 Penalty: 3501.722168
	Iteration 83Q: 3 clusters Score -4935066 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -4935181.000000 Penalty: 3501.722168
	Iteration 84Q: 3 clusters Score -4935181 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -4935286.500000 Penalty: 3501.722168
	Iteration 85Q: 3 clusters Score -4935286 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -4935371.500000 Penalty: 3501.722168
	Iteration 86Q: 3 clusters Score -4935372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -4935422.000000 Penalty: 3501.722168
	Iteration 87Q: 3 clusters Score -4935422 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -4935489.000000 Penalty: 3501.722168
	Iteration 88Q: 3 clusters Score -4935489 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -4935541.000000 Penalty: 3501.722168
	Iteration 89Q: 3 clusters Score -4935541 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -4935595.000000 Penalty: 3501.722168
	Iteration 90Q: 3 clusters Score -4935595 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -4935625.000000 Penalty: 3501.722168
	Iteration 91Q: 3 clusters Score -4935625 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -4935684.000000 Penalty: 3501.722168
	Iteration 92Q: 3 clusters Score -4935684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -4935710.000000 Penalty: 3501.722168
	Iteration 93Q: 3 clusters Score -4935710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -4935710.000000 Penalty: 3501.722168
	Iteration 94Q: 3 clusters Score -4935710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -4935748.000000 Penalty: 3501.722168
	Iteration 95Q: 3 clusters Score -4935748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -4935759.000000 Penalty: 3501.722168
	Iteration 96Q: 3 clusters Score -4935759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -4935773.000000 Penalty: 3501.722168
	Iteration 97Q: 3 clusters Score -4935773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -4935792.500000 Penalty: 3501.722168
	Iteration 98Q: 3 clusters Score -4935792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -4935797.000000 Penalty: 3501.722168
	Iteration 99Q: 3 clusters Score -4935797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -4935803.500000 Penalty: 3501.722168
	Iteration 100F: 3 clusters Score -4935804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -4935809.500000 Penalty: 3501.722168
	Iteration 101Q: 3 clusters Score -4935810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -4935817.500000 Penalty: 3501.722168
	Iteration 102Q: 3 clusters Score -4935818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -4935818.500000 Penalty: 3501.722168
	Iteration 103Q: 3 clusters Score -4935818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -4935819.000000 Penalty: 3501.722168
	Iteration 104Q: 3 clusters Score -4935819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -4935820.500000 Penalty: 3501.722168
	Iteration 105Q: 3 clusters Score -4935820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -4935822.500000 Penalty: 3501.722168
	Iteration 106Q: 3 clusters Score -4935822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -4935823.000000 Penalty: 3501.722168
	Iteration 107Q: 3 clusters Score -4935823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -4935822.500000 Penalty: 3501.722168
	Iteration 108Q: 3 clusters Score -4935822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -4935828.500000 Penalty: 3501.722168
	Iteration 109Q: 3 clusters Score -4935828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -4935829.500000 Penalty: 3501.722168
	Iteration 110Q: 3 clusters Score -4935830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -4935827.000000 Penalty: 3501.722168
	Iteration 111Q: 3 clusters Score -4935827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -4935827.000000 Penalty: 3501.722168
	Iteration 112F: 3 clusters Score -4935827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -351226.562500 Penalty: 1318.237061
	Iteration 0F: 2 clusters Score -351226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -348311.968750 Penalty: 2636.474121
	Iteration 0F: 3 clusters Score -348312 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -349086.562500 Penalty: 2636.474121
	Iteration 1F: 3 clusters Score -349086.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -349216.968750 Penalty: 2636.474121
	Iteration 2F: 3 clusters Score -349217 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -349274.906250 Penalty: 2636.474121
	Iteration 3Q: 3 clusters Score -349274.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -349315.593750 Penalty: 2636.474121
	Iteration 4Q: 3 clusters Score -349315.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -349345.500000 Penalty: 2636.474121
	Iteration 5Q: 3 clusters Score -349345.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -349367.812500 Penalty: 2636.474121
	Iteration 6Q: 3 clusters Score -349367.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -349391.531250 Penalty: 2636.474121
	Iteration 7Q: 3 clusters Score -349391.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -349416.718750 Penalty: 2636.474121
	Iteration 8Q: 3 clusters Score -349416.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -349438.125000 Penalty: 2636.474121
	Iteration 9Q: 3 clusters Score -349438.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -349455.156250 Penalty: 2636.474121
	Iteration 10Q: 3 clusters Score -349455.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -349469.843750 Penalty: 2636.474121
	Iteration 11Q: 3 clusters Score -349469.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -349488.937500 Penalty: 2636.474121
	Iteration 12Q: 3 clusters Score -349488.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -349508.531250 Penalty: 2636.474121
	Iteration 13Q: 3 clusters Score -349508.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -349517.000000 Penalty: 2636.474121
	Iteration 14Q: 3 clusters Score -349517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -349524.437500 Penalty: 2636.474121
	Iteration 15Q: 3 clusters Score -349524.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -349532.031250 Penalty: 2636.474121
	Iteration 16Q: 3 clusters Score -349532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -349541.625000 Penalty: 2636.474121
	Iteration 17Q: 3 clusters Score -349541.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349552.187500 Penalty: 2636.474121
	Iteration 18Q: 3 clusters Score -349552.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -349564.812500 Penalty: 2636.474121
	Iteration 19Q: 3 clusters Score -349564.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -349582.468750 Penalty: 2636.474121
	Iteration 20F: 3 clusters Score -349582.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -349601.187500 Penalty: 2636.474121
	Iteration 21Q: 3 clusters Score -349601.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -349614.437500 Penalty: 2636.474121
	Iteration 22Q: 3 clusters Score -349614.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -349628.343750 Penalty: 2636.474121
	Iteration 23Q: 3 clusters Score -349628.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -349642.062500 Penalty: 2636.474121
	Iteration 24Q: 3 clusters Score -349642.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -349654.062500 Penalty: 2636.474121
	Iteration 25Q: 3 clusters Score -349654.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -349660.468750 Penalty: 2636.474121
	Iteration 26Q: 3 clusters Score -349660.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -349670.593750 Penalty: 2636.474121
	Iteration 27Q: 3 clusters Score -349670.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -349677.000000 Penalty: 2636.474121
	Iteration 28Q: 3 clusters Score -349677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -349683.187500 Penalty: 2636.474121
	Iteration 29Q: 3 clusters Score -349683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -349687.718750 Penalty: 2636.474121
	Iteration 30Q: 3 clusters Score -349687.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -349691.250000 Penalty: 2636.474121
	Iteration 31Q: 3 clusters Score -349691.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -349696.250000 Penalty: 2636.474121
	Iteration 32Q: 3 clusters Score -349696.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -349702.531250 Penalty: 2636.474121
	Iteration 33Q: 3 clusters Score -349702.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -349712.218750 Penalty: 2636.474121
	Iteration 34Q: 3 clusters Score -349712.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -349724.625000 Penalty: 2636.474121
	Iteration 35Q: 3 clusters Score -349724.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -349740.437500 Penalty: 2636.474121
	Iteration 36Q: 3 clusters Score -349740.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -349763.218750 Penalty: 2636.474121
	Iteration 37Q: 3 clusters Score -349763.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -349782.781250 Penalty: 2636.474121
	Iteration 38Q: 3 clusters Score -349782.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -349793.656250 Penalty: 2636.474121
	Iteration 39Q: 3 clusters Score -349793.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -349800.437500 Penalty: 2636.474121
	Iteration 40F: 3 clusters Score -349800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -349806.218750 Penalty: 2636.474121
	Iteration 41Q: 3 clusters Score -349806.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -349816.031250 Penalty: 2636.474121
	Iteration 42Q: 3 clusters Score -349816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -349825.750000 Penalty: 2636.474121
	Iteration 43Q: 3 clusters Score -349825.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -349834.875000 Penalty: 2636.474121
	Iteration 44Q: 3 clusters Score -349834.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -349846.062500 Penalty: 2636.474121
	Iteration 45Q: 3 clusters Score -349846.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -349862.906250 Penalty: 2636.474121
	Iteration 46Q: 3 clusters Score -349862.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -349873.562500 Penalty: 2636.474121
	Iteration 47Q: 3 clusters Score -349873.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -349884.250000 Penalty: 2636.474121
	Iteration 48Q: 3 clusters Score -349884.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -349899.875000 Penalty: 2636.474121
	Iteration 49Q: 3 clusters Score -349899.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -349908.625000 Penalty: 2636.474121
	Iteration 50Q: 3 clusters Score -349908.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -349917.250000 Penalty: 2636.474121
	Iteration 51Q: 3 clusters Score -349917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -349921.437500 Penalty: 2636.474121
	Iteration 52Q: 3 clusters Score -349921.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -349929.093750 Penalty: 2636.474121
	Iteration 53Q: 3 clusters Score -349929.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -349938.343750 Penalty: 2636.474121
	Iteration 54Q: 3 clusters Score -349938.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -349943.562500 Penalty: 2636.474121
	Iteration 55Q: 3 clusters Score -349943.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -349950.312500 Penalty: 2636.474121
	Iteration 56Q: 3 clusters Score -349950.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -349962.125000 Penalty: 2636.474121
	Iteration 57Q: 3 clusters Score -349962.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -349971.281250 Penalty: 2636.474121
	Iteration 58Q: 3 clusters Score -349971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -349978.312500 Penalty: 2636.474121
	Iteration 59Q: 3 clusters Score -349978.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -349986.562500 Penalty: 2636.474121
	Iteration 60F: 3 clusters Score -349986.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -349995.375000 Penalty: 2636.474121
	Iteration 61Q: 3 clusters Score -349995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -350002.843750 Penalty: 2636.474121
	Iteration 62Q: 3 clusters Score -350002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -350008.687500 Penalty: 2636.474121
	Iteration 63Q: 3 clusters Score -350008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -350011.843750 Penalty: 2636.474121
	Iteration 64Q: 3 clusters Score -350011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -350017.218750 Penalty: 2636.474121
	Iteration 65Q: 3 clusters Score -350017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -350022.156250 Penalty: 2636.474121
	Iteration 66Q: 3 clusters Score -350022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -350030.531250 Penalty: 2636.474121
	Iteration 67Q: 3 clusters Score -350030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -350031.750000 Penalty: 2636.474121
	Iteration 68Q: 3 clusters Score -350031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -350033.312500 Penalty: 2636.474121
	Iteration 69Q: 3 clusters Score -350033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -350036.468750 Penalty: 2636.474121
	Iteration 70Q: 3 clusters Score -350036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -350037.156250 Penalty: 2636.474121
	Iteration 71Q: 3 clusters Score -350037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -350037.156250 Penalty: 2636.474121
	Iteration 72F: 3 clusters Score -350037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Entering Unmasked Estep 
Score: -8255143.500000 Penalty: 1833.809692
	Iteration 0F: 2 clusters Score -8255144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -8201988.000000 Penalty: 3667.619385
	Iteration 0F: 3 clusters Score -8201988 nChanged 37880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -8223888.000000 Penalty: 3667.619385
	Iteration 1F: 3 clusters Score -8223888 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8224600.500000 Penalty: 3667.619385
	Iteration 2Q: 3 clusters Score -8224600 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -8225418.000000 Penalty: 3667.619385
	Iteration 3Q: 3 clusters Score -8225418 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8226688.000000 Penalty: 3667.619385
	Iteration 4Q: 3 clusters Score -8226688 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -8228729.000000 Penalty: 3667.619385
	Iteration 5F: 3 clusters Score -8228729 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -8231858.000000 Penalty: 3667.619385
	Iteration 6F: 3 clusters Score -8231858 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -8236375.000000 Penalty: 3667.619385
	Iteration 7F: 3 clusters Score -8236375 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -8241442.000000 Penalty: 3667.619385
	Iteration 8F: 3 clusters Score -8241442 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -8245465.000000 Penalty: 3667.619385
	Iteration 9F: 3 clusters Score -8245465 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -8248028.500000 Penalty: 3667.619385
	Iteration 10Q: 3 clusters Score -8248028 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -8249403.500000 Penalty: 3667.619385
	Iteration 11Q: 3 clusters Score -8249404 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -8250149.000000 Penalty: 3667.619385
	Iteration 12Q: 3 clusters Score -8250149 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -8250647.500000 Penalty: 3667.619385
	Iteration 13Q: 3 clusters Score -8250648 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -8251106.500000 Penalty: 3667.619385
	Iteration 14Q: 3 clusters Score -8251106 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -8251390.500000 Penalty: 3667.619385
	Iteration 15Q: 3 clusters Score -8251390 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -8251662.000000 Penalty: 3667.619385
	Iteration 16Q: 3 clusters Score -8251662 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -8251904.500000 Penalty: 3667.619385
	Iteration 17Q: 3 clusters Score -8251904 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -8252112.500000 Penalty: 3667.619385
	Iteration 18Q: 3 clusters Score -8252112 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -8252293.000000 Penalty: 3667.619385
	Iteration 19Q: 3 clusters Score -8252293 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -8252456.000000 Penalty: 3667.619385
	Iteration 20F: 3 clusters Score -8252456 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -8252601.000000 Penalty: 3667.619385
	Iteration 21Q: 3 clusters Score -8252601 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -8252675.000000 Penalty: 3667.619385
	Iteration 22Q: 3 clusters Score -8252675 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -8252770.500000 Penalty: 3667.619385
	Iteration 23Q: 3 clusters Score -8252770 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -8252828.000000 Penalty: 3667.619385
	Iteration 24Q: 3 clusters Score -8252828 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
Score: -8252862.000000 Penalty: 3667.619385
	Iteration 25Q: 3 clusters Score -8252862 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -8252912.000000 Penalty: 3667.619385
	Iteration 26Q: 3 clusters Score -8252912 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -8252959.500000 Penalty: 3667.619385
	Iteration 27Q: 3 clusters Score -8252960 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -8252992.500000 Penalty: 3667.619385
	Iteration 28Q: 3 clusters Score -8252992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -8253014.500000 Penalty: 3667.619385
	Iteration 29Q: 3 clusters Score -8253014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -8253032.500000 Penalty: 3667.619385
	Iteration 30Q: 3 clusters Score -8253032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -8253048.500000 Penalty: 3667.619385
	Iteration 31Q: 3 clusters Score -8253048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -8253074.000000 Penalty: 3667.619385
	Iteration 32Q: 3 clusters Score -8253074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -8253094.000000 Penalty: 3667.619385
	Iteration 33Q: 3 clusters Score -8253094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -8253120.000000 Penalty: 3667.619385
	Iteration 34Q: 3 clusters Score -8253120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -8253150.500000 Penalty: 3667.619385
	Iteration 35Q: 3 clusters Score -8253150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -8253158.000000 Penalty: 3667.619385
	Iteration 36Q: 3 clusters Score -8253158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -8253178.000000 Penalty: 3667.619385
	Iteration 37Q: 3 clusters Score -8253178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -8253193.000000 Penalty: 3667.619385
	Iteration 38Q: 3 clusters Score -8253193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
Score: -8253205.000000 Penalty: 3667.619385
	Iteration 39Q: 3 clusters Score -8253205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -8253193.000000 Penalty: 3667.619385
	Iteration 40F: 3 clusters Score -8253193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -8253199.000000 Penalty: 3667.619385
	Iteration 41Q: 3 clusters Score -8253199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -8253226.500000 Penalty: 3667.619385
	Iteration 42Q: 3 clusters Score -8253226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -8253252.000000 Penalty: 3667.619385
	Iteration 43Q: 3 clusters Score -8253252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -8253277.000000 Penalty: 3667.619385
	Iteration 44Q: 3 clusters Score -8253277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -8253302.000000 Penalty: 3667.619385
	Iteration 45Q: 3 clusters Score -8253302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -8253318.500000 Penalty: 3667.619385
	Iteration 46Q: 3 clusters Score -8253318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -8253340.000000 Penalty: 3667.619385
	Iteration 47Q: 3 clusters Score -8253340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -8253347.500000 Penalty: 3667.619385
	Iteration 48Q: 3 clusters Score -8253348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -8253374.000000 Penalty: 3667.619385
	Iteration 49Q: 3 clusters Score -8253374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -8253385.000000 Penalty: 3667.619385
	Iteration 50Q: 3 clusters Score -8253385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -8253398.500000 Penalty: 3667.619385
	Iteration 51Q: 3 clusters Score -8253398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -8253410.000000 Penalty: 3667.619385
	Iteration 52Q: 3 clusters Score -8253410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -8253410.500000 Penalty: 3667.619385
	Iteration 53Q: 3 clusters Score -8253410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -8253414.000000 Penalty: 3667.619385
	Iteration 54Q: 3 clusters Score -8253414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -8253419.000000 Penalty: 3667.619385
	Iteration 55Q: 3 clusters Score -8253419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -8253428.500000 Penalty: 3667.619385
	Iteration 56Q: 3 clusters Score -8253428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -8253428.500000 Penalty: 3667.619385
	Iteration 57Q: 3 clusters Score -8253428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -8253429.000000 Penalty: 3667.619385
	Iteration 58Q: 3 clusters Score -8253429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -8253428.000000 Penalty: 3667.619385
	Iteration 59Q: 3 clusters Score -8253428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -8253432.000000 Penalty: 3667.619385
	Iteration 60F: 3 clusters Score -8253432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
Score: -8253429.000000 Penalty: 3667.619385
	Iteration 61Q: 3 clusters Score -8253429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -8253433.000000 Penalty: 3667.619385
	Iteration 62Q: 3 clusters Score -8253433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -8253439.500000 Penalty: 3667.619385
	Iteration 63Q: 3 clusters Score -8253440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -8253446.000000 Penalty: 3667.619385
	Iteration 64Q: 3 clusters Score -8253446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -8253452.500000 Penalty: 3667.619385
	Iteration 65Q: 3 clusters Score -8253452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -8253459.500000 Penalty: 3667.619385
	Iteration 66Q: 3 clusters Score -8253460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -8253465.000000 Penalty: 3667.619385
	Iteration 67Q: 3 clusters Score -8253465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -8253476.000000 Penalty: 3667.619385
	Iteration 68Q: 3 clusters Score -8253476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -8253477.000000 Penalty: 3667.619385
	Iteration 69Q: 3 clusters Score -8253477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -8253487.500000 Penalty: 3667.619385
	Iteration 70Q: 3 clusters Score -8253488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -8253489.500000 Penalty: 3667.619385
	Iteration 71Q: 3 clusters Score -8253490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -8253491.000000 Penalty: 3667.619385
	Iteration 72Q: 3 clusters Score -8253491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -8253493.500000 Penalty: 3667.619385
	Iteration 73Q: 3 clusters Score -8253494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -8253493.500000 Penalty: 3667.619385
	Iteration 74F: 3 clusters Score -8253494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Entering Unmasked Estep 
Score: -6627311.000000 Penalty: 1798.673584
	Iteration 0F: 2 clusters Score -6627311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -6584340.000000 Penalty: 3597.347168
	Iteration 0F: 3 clusters Score -6584340 nChanged 30329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -6602078.500000 Penalty: 3597.347168
	Iteration 1F: 3 clusters Score -6602078 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -6603448.000000 Penalty: 3597.347168
	Iteration 2Q: 3 clusters Score -6603448 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -6606044.000000 Penalty: 3597.347168
	Iteration 3F: 3 clusters Score -6606044 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -6610692.000000 Penalty: 3597.347168
	Iteration 4F: 3 clusters Score -6610692 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -6616997.500000 Penalty: 3597.347168
	Iteration 5F: 3 clusters Score -6616998 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -6622145.000000 Penalty: 3597.347168
	Iteration 6F: 3 clusters Score -6622145 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6624546.500000 Penalty: 3597.347168
	Iteration 7Q: 3 clusters Score -6624546 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6625372.500000 Penalty: 3597.347168
	Iteration 8Q: 3 clusters Score -6625372 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6625648.000000 Penalty: 3597.347168
	Iteration 9Q: 3 clusters Score -6625648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6625787.500000 Penalty: 3597.347168
	Iteration 10Q: 3 clusters Score -6625788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6625848.500000 Penalty: 3597.347168
	Iteration 11Q: 3 clusters Score -6625848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6625898.500000 Penalty: 3597.347168
	Iteration 12Q: 3 clusters Score -6625898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6625933.000000 Penalty: 3597.347168
	Iteration 13Q: 3 clusters Score -6625933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6625944.500000 Penalty: 3597.347168
	Iteration 14Q: 3 clusters Score -6625944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6625957.000000 Penalty: 3597.347168
	Iteration 15Q: 3 clusters Score -6625957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6625977.000000 Penalty: 3597.347168
	Iteration 16Q: 3 clusters Score -6625977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6625985.000000 Penalty: 3597.347168
	Iteration 17Q: 3 clusters Score -6625985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6625991.000000 Penalty: 3597.347168
	Iteration 18Q: 3 clusters Score -6625991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6625992.000000 Penalty: 3597.347168
	Iteration 19Q: 3 clusters Score -6625992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6625987.500000 Penalty: 3597.347168
	Iteration 20F: 3 clusters Score -6625988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6625996.500000 Penalty: 3597.347168
	Iteration 21Q: 3 clusters Score -6625996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6626004.500000 Penalty: 3597.347168
	Iteration 22Q: 3 clusters Score -6626004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6626001.500000 Penalty: 3597.347168
	Iteration 23Q: 3 clusters Score -6626002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6626005.500000 Penalty: 3597.347168
	Iteration 24Q: 3 clusters Score -6626006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6626008.000000 Penalty: 3597.347168
	Iteration 25Q: 3 clusters Score -6626008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6626006.000000 Penalty: 3597.347168
	Iteration 26Q: 3 clusters Score -6626006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6626007.000000 Penalty: 3597.347168
	Iteration 27Q: 3 clusters Score -6626007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6626007.000000 Penalty: 3597.347168
	Iteration 28F: 3 clusters Score -6626007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Entering Unmasked Estep 
Score: -6636032.000000 Penalty: 1798.338867
	Iteration 0F: 2 clusters Score -6636032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -6592941.500000 Penalty: 3596.677734
	Iteration 0F: 3 clusters Score -6592942 nChanged 30442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -6610480.500000 Penalty: 3596.677734
	Iteration 1F: 3 clusters Score -6610480 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -6611099.500000 Penalty: 3596.677734
	Iteration 2Q: 3 clusters Score -6611100 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -6611837.000000 Penalty: 3596.677734
	Iteration 3Q: 3 clusters Score -6611837 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -6612862.000000 Penalty: 3596.677734
	Iteration 4Q: 3 clusters Score -6612862 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -6614175.500000 Penalty: 3596.677734
	Iteration 5Q: 3 clusters Score -6614176 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -6616019.000000 Penalty: 3596.677734
	Iteration 6Q: 3 clusters Score -6616019 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -6618301.000000 Penalty: 3596.677734
	Iteration 7F: 3 clusters Score -6618301 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -6621198.000000 Penalty: 3596.677734
	Iteration 8F: 3 clusters Score -6621198 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6623808.000000 Penalty: 3596.677734
	Iteration 9F: 3 clusters Score -6623808 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -6625884.000000 Penalty: 3596.677734
	Iteration 10Q: 3 clusters Score -6625884 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -6627337.500000 Penalty: 3596.677734
	Iteration 11Q: 3 clusters Score -6627338 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -6628304.500000 Penalty: 3596.677734
	Iteration 12Q: 3 clusters Score -6628304 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -6628986.500000 Penalty: 3596.677734
	Iteration 13Q: 3 clusters Score -6628986 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -6629599.500000 Penalty: 3596.677734
	Iteration 14Q: 3 clusters Score -6629600 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -6630190.500000 Penalty: 3596.677734
	Iteration 15Q: 3 clusters Score -6630190 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -6630753.500000 Penalty: 3596.677734
	Iteration 16Q: 3 clusters Score -6630754 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -6631279.500000 Penalty: 3596.677734
	Iteration 17Q: 3 clusters Score -6631280 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -6631806.000000 Penalty: 3596.677734
	Iteration 18Q: 3 clusters Score -6631806 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -6632289.000000 Penalty: 3596.677734
	Iteration 19Q: 3 clusters Score -6632289 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -6632775.500000 Penalty: 3596.677734
	Iteration 20F: 3 clusters Score -6632776 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -6633182.000000 Penalty: 3596.677734
	Iteration 21Q: 3 clusters Score -6633182 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -6633530.500000 Penalty: 3596.677734
	Iteration 22Q: 3 clusters Score -6633530 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -6633827.500000 Penalty: 3596.677734
	Iteration 23Q: 3 clusters Score -6633828 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -6634021.500000 Penalty: 3596.677734
	Iteration 24Q: 3 clusters Score -6634022 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -6634163.500000 Penalty: 3596.677734
	Iteration 25Q: 3 clusters Score -6634164 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -6634250.000000 Penalty: 3596.677734
	Iteration 26Q: 3 clusters Score -6634250 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -6634307.000000 Penalty: 3596.677734
	Iteration 27Q: 3 clusters Score -6634307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -6634333.000000 Penalty: 3596.677734
	Iteration 28Q: 3 clusters Score -6634333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -6634382.500000 Penalty: 3596.677734
	Iteration 29Q: 3 clusters Score -6634382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -6634410.000000 Penalty: 3596.677734
	Iteration 30Q: 3 clusters Score -6634410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -6634423.000000 Penalty: 3596.677734
	Iteration 31Q: 3 clusters Score -6634423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -6634446.000000 Penalty: 3596.677734
	Iteration 32Q: 3 clusters Score -6634446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -6634468.000000 Penalty: 3596.677734
	Iteration 33Q: 3 clusters Score -6634468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -6634471.000000 Penalty: 3596.677734
	Iteration 34Q: 3 clusters Score -6634471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -6634473.500000 Penalty: 3596.677734
	Iteration 35Q: 3 clusters Score -6634474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -6634481.500000 Penalty: 3596.677734
	Iteration 36Q: 3 clusters Score -6634482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -6634479.000000 Penalty: 3596.677734
	Iteration 37Q: 3 clusters Score -6634479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -6634483.500000 Penalty: 3596.677734
	Iteration 38Q: 3 clusters Score -6634484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -6634491.000000 Penalty: 3596.677734
	Iteration 39Q: 3 clusters Score -6634491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -6634491.500000 Penalty: 3596.677734
	Iteration 40F: 3 clusters Score -6634492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -6634484.000000 Penalty: 3596.677734
	Iteration 41Q: 3 clusters Score -6634484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -6634487.500000 Penalty: 3596.677734
	Iteration 42Q: 3 clusters Score -6634488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -6634494.000000 Penalty: 3596.677734
	Iteration 43Q: 3 clusters Score -6634494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -6634497.000000 Penalty: 3596.677734
	Iteration 44Q: 3 clusters Score -6634497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -6634497.000000 Penalty: 3596.677734
	Iteration 45F: 3 clusters Score -6634497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 28118 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48060 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 33990 members 
Mstep: Class 11 contains 170970 members 
Mstep: Class 12 contains 328084 members 
Mstep: Class 14 contains 47788 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 79617 members 
Mstep: Class 20 contains 64136 members 
Mstep: Class 21 contains 64004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148360.000000 Penalty: 33526.671875
Iteration 159Q: 16 clusters Score -9.414836e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 28118 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48061 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6754 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34013 members 
Mstep: Class 11 contains 170874 members 
Mstep: Class 12 contains 328078 members 
Mstep: Class 14 contains 47799 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 79640 members 
Mstep: Class 20 contains 64154 members 
Mstep: Class 21 contains 64037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148456.000000 Penalty: 33526.671875
Iteration 160F: 16 clusters Score -9.414846e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 28116 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48061 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 6755 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34037 members 
Mstep: Class 11 contains 170782 members 
Mstep: Class 12 contains 328068 members 
Mstep: Class 14 contains 47806 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 79654 members 
Mstep: Class 20 contains 64182 members 
Mstep: Class 21 contains 64075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148600.000000 Penalty: 33526.671875
Iteration 161Q: 16 clusters Score -9.41486e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 28114 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48053 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34056 members 
Mstep: Class 11 contains 170694 members 
Mstep: Class 12 contains 328062 members 
Mstep: Class 14 contains 47815 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 79672 members 
Mstep: Class 20 contains 64203 members 
Mstep: Class 21 contains 64125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148656.000000 Penalty: 33526.671875
Iteration 162Q: 16 clusters Score -9.414866e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 28121 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48048 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6763 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34074 members 
Mstep: Class 11 contains 170594 members 
Mstep: Class 12 contains 328074 members 
Mstep: Class 14 contains 47819 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 79686 members 
Mstep: Class 20 contains 64222 members 
Mstep: Class 21 contains 64168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148544.000000 Penalty: 33526.671875
Iteration 163Q: 16 clusters Score -9.414854e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 28129 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48043 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6763 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34093 members 
Mstep: Class 11 contains 170516 members 
Mstep: Class 12 contains 328081 members 
Mstep: Class 14 contains 47826 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 79693 members 
Mstep: Class 20 contains 64239 members 
Mstep: Class 21 contains 64196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148528.000000 Penalty: 33526.671875
Iteration 164Q: 16 clusters Score -9.414853e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 28137 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48042 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6765 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34116 members 
Mstep: Class 11 contains 170409 members 
Mstep: Class 12 contains 328095 members 
Mstep: Class 14 contains 47839 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 79705 members 
Mstep: Class 20 contains 64261 members 
Mstep: Class 21 contains 64226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148480.000000 Penalty: 33526.671875
Iteration 165Q: 16 clusters Score -9.414848e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 28148 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48041 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34142 members 
Mstep: Class 11 contains 170311 members 
Mstep: Class 12 contains 328099 members 
Mstep: Class 14 contains 47837 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 79722 members 
Mstep: Class 20 contains 64285 members 
Mstep: Class 21 contains 64254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148488.000000 Penalty: 33526.671875
Iteration 166Q: 16 clusters Score -9.414849e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 28160 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 48037 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34156 members 
Mstep: Class 11 contains 170233 members 
Mstep: Class 12 contains 328077 members 
Mstep: Class 14 contains 47841 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 79738 members 
Mstep: Class 20 contains 64304 members 
Mstep: Class 21 contains 64295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148624.000000 Penalty: 33526.671875
Iteration 167Q: 16 clusters Score -9.414862e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 28170 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48033 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34171 members 
Mstep: Class 11 contains 170170 members 
Mstep: Class 12 contains 328044 members 
Mstep: Class 14 contains 47846 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 79753 members 
Mstep: Class 20 contains 64324 members 
Mstep: Class 21 contains 64332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148512.000000 Penalty: 33526.671875
Iteration 168Q: 16 clusters Score -9.414851e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 28176 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48032 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34192 members 
Mstep: Class 11 contains 170097 members 
Mstep: Class 12 contains 328041 members 
Mstep: Class 14 contains 47850 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 79764 members 
Mstep: Class 20 contains 64336 members 
Mstep: Class 21 contains 64361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148560.000000 Penalty: 33526.671875
Iteration 169Q: 16 clusters Score -9.414856e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 28179 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48030 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34208 members 
Mstep: Class 11 contains 170028 members 
Mstep: Class 12 contains 328041 members 
Mstep: Class 14 contains 47859 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 79776 members 
Mstep: Class 20 contains 64351 members 
Mstep: Class 21 contains 64383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148704.000000 Penalty: 33526.671875
Iteration 170Q: 16 clusters Score -9.41487e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 48035 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 34217 members 
Mstep: Class 11 contains 169959 members 
Mstep: Class 12 contains 328028 members 
Mstep: Class 14 contains 47868 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 79796 members 
Mstep: Class 20 contains 64367 members 
Mstep: Class 21 contains 64410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148672.000000 Penalty: 33526.671875
Iteration 171Q: 16 clusters Score -9.414867e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 28183 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 48037 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 34225 members 
Mstep: Class 11 contains 169905 members 
Mstep: Class 12 contains 328021 members 
Mstep: Class 14 contains 47868 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 79827 members 
Mstep: Class 20 contains 64379 members 
Mstep: Class 21 contains 64425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148664.000000 Penalty: 33526.671875
Iteration 172Q: 16 clusters Score -9.414866e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 28184 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 48039 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 34235 members 
Mstep: Class 11 contains 169833 members 
Mstep: Class 12 contains 328029 members 
Mstep: Class 14 contains 47867 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 79852 members 
Mstep: Class 20 contains 64395 members 
Mstep: Class 21 contains 64442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148552.000000 Penalty: 33526.671875
Iteration 173Q: 16 clusters Score -9.414855e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 28188 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48048 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 34240 members 
Mstep: Class 11 contains 169753 members 
Mstep: Class 12 contains 328020 members 
Mstep: Class 14 contains 47867 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 79873 members 
Mstep: Class 20 contains 64411 members 
Mstep: Class 21 contains 64475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148680.000000 Penalty: 33526.671875
Iteration 174Q: 16 clusters Score -9.414868e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 28185 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48051 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 34249 members 
Mstep: Class 11 contains 169673 members 
Mstep: Class 12 contains 328038 members 
Mstep: Class 14 contains 47864 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 79892 members 
Mstep: Class 20 contains 64419 members 
Mstep: Class 21 contains 64506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148616.000000 Penalty: 33526.671875
Iteration 175Q: 16 clusters Score -9.414862e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 28183 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48052 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 34255 members 
Mstep: Class 11 contains 169605 members 
Mstep: Class 12 contains 328057 members 
Mstep: Class 14 contains 47863 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 79915 members 
Mstep: Class 20 contains 64430 members 
Mstep: Class 21 contains 64519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148480.000000 Penalty: 33526.671875
Iteration 176Q: 16 clusters Score -9.414848e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 28182 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48052 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 34263 members 
Mstep: Class 11 contains 169527 members 
Mstep: Class 12 contains 328078 members 
Mstep: Class 14 contains 47863 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 79942 members 
Mstep: Class 20 contains 64440 members 
Mstep: Class 21 contains 64533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148520.000000 Penalty: 33526.671875
Iteration 177Q: 16 clusters Score -9.414852e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 28185 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48049 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 34271 members 
Mstep: Class 11 contains 169471 members 
Mstep: Class 12 contains 328093 members 
Mstep: Class 14 contains 47858 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 79969 members 
Mstep: Class 20 contains 64444 members 
Mstep: Class 21 contains 64541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148632.000000 Penalty: 33526.671875
Iteration 178Q: 16 clusters Score -9.414863e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 28187 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48049 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 34283 members 
Mstep: Class 11 contains 169407 members 
Mstep: Class 12 contains 328095 members 
Mstep: Class 14 contains 47856 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 79994 members 
Mstep: Class 20 contains 64453 members 
Mstep: Class 21 contains 64560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148616.000000 Penalty: 33526.671875
Iteration 179Q: 16 clusters Score -9.414862e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 28191 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48047 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 34292 members 
Mstep: Class 11 contains 169348 members 
Mstep: Class 12 contains 328100 members 
Mstep: Class 14 contains 47852 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80017 members 
Mstep: Class 20 contains 64465 members 
Mstep: Class 21 contains 64577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148576.000000 Penalty: 33526.671875
Iteration 180F: 16 clusters Score -9.414858e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 28188 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48039 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 34304 members 
Mstep: Class 11 contains 169292 members 
Mstep: Class 12 contains 328117 members 
Mstep: Class 14 contains 47856 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80037 members 
Mstep: Class 20 contains 64475 members 
Mstep: Class 21 contains 64589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148624.000000 Penalty: 33526.671875
Iteration 181Q: 16 clusters Score -9.414862e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 28184 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48030 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 34318 members 
Mstep: Class 11 contains 169240 members 
Mstep: Class 12 contains 328124 members 
Mstep: Class 14 contains 47854 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80056 members 
Mstep: Class 20 contains 64489 members 
Mstep: Class 21 contains 64606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148592.000000 Penalty: 33526.671875
Iteration 182Q: 16 clusters Score -9.414859e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48024 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34335 members 
Mstep: Class 11 contains 169180 members 
Mstep: Class 12 contains 328144 members 
Mstep: Class 14 contains 47848 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80067 members 
Mstep: Class 20 contains 64501 members 
Mstep: Class 21 contains 64627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148560.000000 Penalty: 33526.671875
Iteration 183Q: 16 clusters Score -9.414856e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 28182 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48022 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34343 members 
Mstep: Class 11 contains 169144 members 
Mstep: Class 12 contains 328136 members 
Mstep: Class 14 contains 47848 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80078 members 
Mstep: Class 20 contains 64517 members 
Mstep: Class 21 contains 64641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148520.000000 Penalty: 33526.671875
Iteration 184Q: 16 clusters Score -9.414852e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48020 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34351 members 
Mstep: Class 11 contains 169101 members 
Mstep: Class 12 contains 328144 members 
Mstep: Class 14 contains 47851 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80090 members 
Mstep: Class 20 contains 64524 members 
Mstep: Class 21 contains 64651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148552.000000 Penalty: 33526.671875
Iteration 185Q: 16 clusters Score -9.414855e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 28185 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48018 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34361 members 
Mstep: Class 11 contains 169054 members 
Mstep: Class 12 contains 328155 members 
Mstep: Class 14 contains 47855 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80103 members 
Mstep: Class 20 contains 64529 members 
Mstep: Class 21 contains 64662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148568.000000 Penalty: 33526.671875
Iteration 186Q: 16 clusters Score -9.414857e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 28193 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48017 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34373 members 
Mstep: Class 11 contains 169001 members 
Mstep: Class 12 contains 328168 members 
Mstep: Class 14 contains 47857 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80118 members 
Mstep: Class 20 contains 64533 members 
Mstep: Class 21 contains 64669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148576.000000 Penalty: 33526.671875
Iteration 187Q: 16 clusters Score -9.414858e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 28202 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48016 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34380 members 
Mstep: Class 11 contains 168959 members 
Mstep: Class 12 contains 328177 members 
Mstep: Class 14 contains 47858 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80130 members 
Mstep: Class 20 contains 64540 members 
Mstep: Class 21 contains 64675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148528.000000 Penalty: 33526.671875
Iteration 188Q: 16 clusters Score -9.414853e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48013 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34383 members 
Mstep: Class 11 contains 168921 members 
Mstep: Class 12 contains 328186 members 
Mstep: Class 14 contains 47862 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 20 contains 64544 members 
Mstep: Class 21 contains 64676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148576.000000 Penalty: 33526.671875
Iteration 189Q: 16 clusters Score -9.414858e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 28231 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48011 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34389 members 
Mstep: Class 11 contains 168880 members 
Mstep: Class 12 contains 328188 members 
Mstep: Class 14 contains 47868 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 80156 members 
Mstep: Class 20 contains 64545 members 
Mstep: Class 21 contains 64680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148600.000000 Penalty: 33526.671875
Iteration 190Q: 16 clusters Score -9.41486e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 28238 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48013 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34394 members 
Mstep: Class 11 contains 168838 members 
Mstep: Class 12 contains 328186 members 
Mstep: Class 14 contains 47869 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 80176 members 
Mstep: Class 20 contains 64552 members 
Mstep: Class 21 contains 64688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148688.000000 Penalty: 33526.671875
Iteration 191Q: 16 clusters Score -9.414869e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 28240 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48012 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34399 members 
Mstep: Class 11 contains 168807 members 
Mstep: Class 12 contains 328186 members 
Mstep: Class 14 contains 47873 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 80191 members 
Mstep: Class 20 contains 64558 members 
Mstep: Class 21 contains 64690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148704.000000 Penalty: 33526.671875
Iteration 192Q: 16 clusters Score -9.41487e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 28240 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48014 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34404 members 
Mstep: Class 11 contains 168768 members 
Mstep: Class 12 contains 328203 members 
Mstep: Class 14 contains 47874 members 
Mstep: Class 16 contains 3339 members 
Mstep: Class 17 contains 80205 members 
Mstep: Class 20 contains 64563 members 
Mstep: Class 21 contains 64694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148664.000000 Penalty: 33526.671875
Iteration 193Q: 16 clusters Score -9.414866e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 28239 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48017 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34409 members 
Mstep: Class 11 contains 168737 members 
Mstep: Class 12 contains 328209 members 
Mstep: Class 14 contains 47872 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 80225 members 
Mstep: Class 20 contains 64564 members 
Mstep: Class 21 contains 64699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148648.000000 Penalty: 33526.671875
Iteration 194Q: 16 clusters Score -9.414865e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 28241 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48018 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34417 members 
Mstep: Class 11 contains 168691 members 
Mstep: Class 12 contains 328225 members 
Mstep: Class 14 contains 47872 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 80242 members 
Mstep: Class 20 contains 64566 members 
Mstep: Class 21 contains 64704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148640.000000 Penalty: 33526.671875
Iteration 195Q: 16 clusters Score -9.414864e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 28242 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48016 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34421 members 
Mstep: Class 11 contains 168657 members 
Mstep: Class 12 contains 328241 members 
Mstep: Class 14 contains 47873 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 80255 members 
Mstep: Class 20 contains 64568 members 
Mstep: Class 21 contains 64708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148624.000000 Penalty: 33526.671875
Iteration 196Q: 16 clusters Score -9.414862e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 28242 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48015 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 34425 members 
Mstep: Class 11 contains 168616 members 
Mstep: Class 12 contains 328262 members 
Mstep: Class 14 contains 47874 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 80263 members 
Mstep: Class 20 contains 64576 members 
Mstep: Class 21 contains 64708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148720.000000 Penalty: 33526.671875
Iteration 197Q: 16 clusters Score -9.414872e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 28244 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48016 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34428 members 
Mstep: Class 11 contains 168570 members 
Mstep: Class 12 contains 328279 members 
Mstep: Class 14 contains 47874 members 
Mstep: Class 16 contains 3340 members 
Mstep: Class 17 contains 80275 members 
Mstep: Class 20 contains 64584 members 
Mstep: Class 21 contains 64710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148704.000000 Penalty: 33526.671875
Iteration 198Q: 16 clusters Score -9.41487e+07 nChanged 87
Entering ConstructFrom: 
Score: -94148704.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (58033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Entering Unmasked Estep 
Score: -5757255.500000 Penalty: 1782.424683
	Iteration 0F: 2 clusters Score -5757256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -5718531.000000 Penalty: 3564.849365
	Iteration 0F: 3 clusters Score -5718531 nChanged 27443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -5733932.500000 Penalty: 3564.849365
	Iteration 1F: 3 clusters Score -5733932 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -5734596.000000 Penalty: 3564.849365
	Iteration 2Q: 3 clusters Score -5734596 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -5735393.000000 Penalty: 3564.849365
	Iteration 3Q: 3 clusters Score -5735393 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -5736451.000000 Penalty: 3564.849365
	Iteration 4Q: 3 clusters Score -5736451 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5737925.000000 Penalty: 3564.849365
	Iteration 5F: 3 clusters Score -5737925 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -5739959.000000 Penalty: 3564.849365
	Iteration 6F: 3 clusters Score -5739959 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -5742223.000000 Penalty: 3564.849365
	Iteration 7F: 3 clusters Score -5742223 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -5744333.000000 Penalty: 3564.849365
	Iteration 8F: 3 clusters Score -5744333 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5745959.000000 Penalty: 3564.849365
	Iteration 9F: 3 clusters Score -5745959 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -5746977.500000 Penalty: 3564.849365
	Iteration 10Q: 3 clusters Score -5746978 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -5747626.500000 Penalty: 3564.849365
	Iteration 11Q: 3 clusters Score -5747626 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -5748133.500000 Penalty: 3564.849365
	Iteration 12Q: 3 clusters Score -5748134 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -5748464.500000 Penalty: 3564.849365
	Iteration 13Q: 3 clusters Score -5748464 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5749016 nChanged 664
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5749420 nChanged 758
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Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5750717 nChanged 805
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Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5753906 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5754698 nChanged 461
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Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5754900 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5754996 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5755054 nChanged 256
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Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5755089 nChanged 207
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Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5755138 nChanged 178
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Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5755200 nChanged 181
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Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5755232 nChanged 168
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Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5755272 nChanged 150
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Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5755306 nChanged 146
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Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5755308 nChanged 112
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Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5755338 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5755346 nChanged 111
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Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5755354 nChanged 94
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Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5755350 nChanged 75
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Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5755350 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5755359 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5755358 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5755364 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5755390 nChanged 74
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Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5755401 nChanged 69
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Mstep: Class 1 contains 5331 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5755388 nChanged 61
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Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5755398 nChanged 78
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Mstep: Class 1 contains 5192 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5755408 nChanged 70
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Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5755437 nChanged 55
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Mstep: Class 1 contains 5067 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5755444 nChanged 42
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Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5755448 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5755452 nChanged 29
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Mstep: Class 1 contains 4962 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5755453 nChanged 35
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Mstep: Class 1 contains 4927 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5755466 nChanged 39
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Mstep: Class 1 contains 4890 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5755472 nChanged 43
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Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5755470 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5755480 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5755486 nChanged 37
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Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5755492 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5755496 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5755496 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5755496 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5755491 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5755502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5755500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5755505 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5755518 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5755512 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5755518 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5755519 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5755533 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5755530 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5755528 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5755532 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5755534 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5755540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5755547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -5755551.500000 Penalty: 3564.849365
	Iteration 72Q: 3 clusters Score -5755552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -5755562.000000 Penalty: 3564.849365
	Iteration 73Q: 3 clusters Score -5755562 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5755568 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -5755572.000000 Penalty: 3564.849365
	Iteration 75Q: 3 clusters Score -5755572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -5755574.500000 Penalty: 3564.849365
	Iteration 76Q: 3 clusters Score -5755574 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -5755579.500000 Penalty: 3564.849365
	Iteration 77Q: 3 clusters Score -5755580 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5755578 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 54055 members 
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	Iteration 79Q: 3 clusters Score -5755578 nChanged 14
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Mstep: Class 1 contains 3964 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5755576 nChanged 19
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Mstep: Class 1 contains 3945 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5755576 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5755580 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5755574 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -5755583.000000 Penalty: 3564.849365
	Iteration 84Q: 3 clusters Score -5755583 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5755580 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5755580 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5755579 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5755577 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5755578 nChanged 4
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Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5755582 nChanged 4
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Mstep: Class 1 contains 3843 members 
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	Iteration 91Q: 3 clusters Score -5755582 nChanged 2
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Mstep: Class 1 contains 3841 members 
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	Iteration 92Q: 3 clusters Score -5755582 nChanged 2
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Mstep: Class 1 contains 3839 members 
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	Iteration 93Q: 3 clusters Score -5755584 nChanged 3
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Mstep: Class 1 contains 3836 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5755581 nChanged 6
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Mstep: Class 1 contains 3830 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5755578 nChanged 8
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Mstep: Class 1 contains 3824 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5755583 nChanged 11
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5755575 nChanged 12
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Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5755576 nChanged 6
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Mstep: Class 1 contains 3799 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5755580 nChanged 4
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Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5755575 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3789 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5755576 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5755577 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3782 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5755582 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3782 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5755580 nChanged 0
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	Iteration 105F: 3 clusters Score -5755580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -2916390 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 14193 members 
Entering Unmasked Estep 
Score: -2897394.500000 Penalty: 3330.841064
	Iteration 0F: 3 clusters Score -2897394 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2904444.500000 Penalty: 3330.841064
	Iteration 1F: 3 clusters Score -2904444 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2904900.000000 Penalty: 3330.841064
	Iteration 2Q: 3 clusters Score -2904900 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2905460.000000 Penalty: 3330.841064
	Iteration 3Q: 3 clusters Score -2905460 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2906284.750000 Penalty: 3330.841064
	Iteration 4F: 3 clusters Score -2906285 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2907473.500000 Penalty: 3330.841064
	Iteration 5F: 3 clusters Score -2907474 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2909164.000000 Penalty: 3330.841064
	Iteration 6F: 3 clusters Score -2909164 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2911029.500000 Penalty: 3330.841064
	Iteration 7F: 3 clusters Score -2911030 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -2912626.250000 Penalty: 3330.841064
	Iteration 8F: 3 clusters Score -2912626 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2913624.250000 Penalty: 3330.841064
	Iteration 9Q: 3 clusters Score -2913624 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2914157.500000 Penalty: 3330.841064
	Iteration 10Q: 3 clusters Score -2914158 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -2914419.000000 Penalty: 3330.841064
	Iteration 11Q: 3 clusters Score -2914419 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -2914571.750000 Penalty: 3330.841064
	Iteration 12Q: 3 clusters Score -2914572 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -2914654.750000 Penalty: 3330.841064
	Iteration 13Q: 3 clusters Score -2914655 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -2914722.750000 Penalty: 3330.841064
	Iteration 14Q: 3 clusters Score -2914723 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -2914782.750000 Penalty: 3330.841064
	Iteration 15Q: 3 clusters Score -2914783 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -2914828.750000 Penalty: 3330.841064
	Iteration 16Q: 3 clusters Score -2914829 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -2914866.250000 Penalty: 3330.841064
	Iteration 17Q: 3 clusters Score -2914866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -2914888.000000 Penalty: 3330.841064
	Iteration 18Q: 3 clusters Score -2914888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -2914905.000000 Penalty: 3330.841064
	Iteration 19Q: 3 clusters Score -2914905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -2914923.500000 Penalty: 3330.841064
	Iteration 20F: 3 clusters Score -2914924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -2914941.250000 Penalty: 3330.841064
	Iteration 21Q: 3 clusters Score -2914941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -2914952.750000 Penalty: 3330.841064
	Iteration 22Q: 3 clusters Score -2914953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -2914962.750000 Penalty: 3330.841064
	Iteration 23Q: 3 clusters Score -2914963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -2914974.750000 Penalty: 3330.841064
	Iteration 24Q: 3 clusters Score -2914975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -2914986.250000 Penalty: 3330.841064
	Iteration 25Q: 3 clusters Score -2914986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -2914992.500000 Penalty: 3330.841064
	Iteration 26Q: 3 clusters Score -2914992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -2914996.500000 Penalty: 3330.841064
	Iteration 27Q: 3 clusters Score -2914996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -2915004.250000 Penalty: 3330.841064
	Iteration 28Q: 3 clusters Score -2915004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -2915004.500000 Penalty: 3330.841064
	Iteration 29Q: 3 clusters Score -2915004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -2915001.750000 Penalty: 3330.841064
	Iteration 30Q: 3 clusters Score -2915002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -2915006.500000 Penalty: 3330.841064
	Iteration 31Q: 3 clusters Score -2915006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -2915004.750000 Penalty: 3330.841064
	Iteration 32Q: 3 clusters Score -2915005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2915005.500000 Penalty: 3330.841064
	Iteration 33Q: 3 clusters Score -2915006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -2915010.750000 Penalty: 3330.841064
	Iteration 34Q: 3 clusters Score -2915011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -2915017.500000 Penalty: 3330.841064
	Iteration 35Q: 3 clusters Score -2915018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2915022.000000 Penalty: 3330.841064
	Iteration 36Q: 3 clusters Score -2915022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -2915021.750000 Penalty: 3330.841064
	Iteration 37Q: 3 clusters Score -2915022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2915023.000000 Penalty: 3330.841064
	Iteration 38Q: 3 clusters Score -2915023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -2915024.750000 Penalty: 3330.841064
	Iteration 39Q: 3 clusters Score -2915025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -2915027.000000 Penalty: 3330.841064
	Iteration 40F: 3 clusters Score -2915027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -2915032.500000 Penalty: 3330.841064
	Iteration 41Q: 3 clusters Score -2915032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -2915032.500000 Penalty: 3330.841064
	Iteration 42F: 3 clusters Score -2915032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -199743.921875 Penalty: 1239.159180
	Iteration 0F: 2 clusters Score -199743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -197589.906250 Penalty: 2478.318359
	Iteration 0F: 3 clusters Score -197589.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198069.906250 Penalty: 2478.318359
	Iteration 1F: 3 clusters Score -198069.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -198191.281250 Penalty: 2478.318359
	Iteration 2F: 3 clusters Score -198191.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -198267.312500 Penalty: 2478.318359
	Iteration 3Q: 3 clusters Score -198267.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -198329.953125 Penalty: 2478.318359
	Iteration 4Q: 3 clusters Score -198330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -198383.343750 Penalty: 2478.318359
	Iteration 5Q: 3 clusters Score -198383.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -198443.171875 Penalty: 2478.318359
	Iteration 6Q: 3 clusters Score -198443.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -198495.968750 Penalty: 2478.318359
	Iteration 7Q: 3 clusters Score -198496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -198547.968750 Penalty: 2478.318359
	Iteration 8Q: 3 clusters Score -198548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -198604.703125 Penalty: 2478.318359
	Iteration 9Q: 3 clusters Score -198604.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -198658.890625 Penalty: 2478.318359
	Iteration 10Q: 3 clusters Score -198658.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -198697.437500 Penalty: 2478.318359
	Iteration 11Q: 3 clusters Score -198697.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -198723.406250 Penalty: 2478.318359
	Iteration 12Q: 3 clusters Score -198723.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -198742.531250 Penalty: 2478.318359
	Iteration 13Q: 3 clusters Score -198742.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -198756.656250 Penalty: 2478.318359
	Iteration 14Q: 3 clusters Score -198756.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -198766.484375 Penalty: 2478.318359
	Iteration 15Q: 3 clusters Score -198766.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -198776.656250 Penalty: 2478.318359
	Iteration 16Q: 3 clusters Score -198776.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -198790.750000 Penalty: 2478.318359
	Iteration 17Q: 3 clusters Score -198790.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -198802.843750 Penalty: 2478.318359
	Iteration 18Q: 3 clusters Score -198802.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -198814.515625 Penalty: 2478.318359
	Iteration 19Q: 3 clusters Score -198814.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -198833.359375 Penalty: 2478.318359
	Iteration 20F: 3 clusters Score -198833.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -198853.140625 Penalty: 2478.318359
	Iteration 21Q: 3 clusters Score -198853.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -198870.843750 Penalty: 2478.318359
	Iteration 22Q: 3 clusters Score -198870.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -198882.640625 Penalty: 2478.318359
	Iteration 23Q: 3 clusters Score -198882.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -198893.375000 Penalty: 2478.318359
	Iteration 24Q: 3 clusters Score -198893.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -198900.015625 Penalty: 2478.318359
	Iteration 25Q: 3 clusters Score -198900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -198901.875000 Penalty: 2478.318359
	Iteration 26Q: 3 clusters Score -198901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -198903.484375 Penalty: 2478.318359
	Iteration 27Q: 3 clusters Score -198903.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -198905.421875 Penalty: 2478.318359
	Iteration 28Q: 3 clusters Score -198905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -198907.062500 Penalty: 2478.318359
	Iteration 29Q: 3 clusters Score -198907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -198908.968750 Penalty: 2478.318359
	Iteration 30Q: 3 clusters Score -198909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -198912.250000 Penalty: 2478.318359
	Iteration 31Q: 3 clusters Score -198912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -198917.093750 Penalty: 2478.318359
	Iteration 32Q: 3 clusters Score -198917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -198921.171875 Penalty: 2478.318359
	Iteration 33Q: 3 clusters Score -198921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -198932.359375 Penalty: 2478.318359
	Iteration 34Q: 3 clusters Score -198932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -198941.765625 Penalty: 2478.318359
	Iteration 35Q: 3 clusters Score -198941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -198943.250000 Penalty: 2478.318359
	Iteration 36Q: 3 clusters Score -198943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -198943.843750 Penalty: 2478.318359
	Iteration 37Q: 3 clusters Score -198943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -198945.203125 Penalty: 2478.318359
	Iteration 38Q: 3 clusters Score -198945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -198946.406250 Penalty: 2478.318359
	Iteration 39Q: 3 clusters Score -198946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -198949.203125 Penalty: 2478.318359
	Iteration 40F: 3 clusters Score -198949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -198949.984375 Penalty: 2478.318359
	Iteration 41Q: 3 clusters Score -198950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -198949.984375 Penalty: 2478.318359
	Iteration 42F: 3 clusters Score -198950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Entering Unmasked Estep 
Score: -4943857.500000 Penalty: 1751.627808
	Iteration 0F: 2 clusters Score -4943858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -4911763.500000 Penalty: 3503.255615
	Iteration 0F: 3 clusters Score -4911764 nChanged 22535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -4924581.000000 Penalty: 3503.255615
	Iteration 1F: 3 clusters Score -4924581 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4924997.500000 Penalty: 3503.255615
	Iteration 2Q: 3 clusters Score -4924998 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -4925359.000000 Penalty: 3503.255615
	Iteration 3Q: 3 clusters Score -4925359 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4925727.500000 Penalty: 3503.255615
	Iteration 4Q: 3 clusters Score -4925728 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4926207.500000 Penalty: 3503.255615
	Iteration 5Q: 3 clusters Score -4926208 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -4926815.500000 Penalty: 3503.255615
	Iteration 6Q: 3 clusters Score -4926816 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4927703.000000 Penalty: 3503.255615
	Iteration 7Q: 3 clusters Score -4927703 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4929170.000000 Penalty: 3503.255615
	Iteration 8F: 3 clusters Score -4929170 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -4931260.500000 Penalty: 3503.255615
	Iteration 9F: 3 clusters Score -4931260 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4933716.000000 Penalty: 3503.255615
	Iteration 10F: 3 clusters Score -4933716 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4935980.000000 Penalty: 3503.255615
	Iteration 11F: 3 clusters Score -4935980 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4937491.000000 Penalty: 3503.255615
	Iteration 12Q: 3 clusters Score -4937491 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -4938330.000000 Penalty: 3503.255615
	Iteration 13Q: 3 clusters Score -4938330 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -4938836.500000 Penalty: 3503.255615
	Iteration 14Q: 3 clusters Score -4938836 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4939139.500000 Penalty: 3503.255615
	Iteration 15Q: 3 clusters Score -4939140 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -4939516.000000 Penalty: 3503.255615
	Iteration 16Q: 3 clusters Score -4939516 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -4939810.500000 Penalty: 3503.255615
	Iteration 17Q: 3 clusters Score -4939810 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -4940086.000000 Penalty: 3503.255615
	Iteration 18Q: 3 clusters Score -4940086 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -4940292.500000 Penalty: 3503.255615
	Iteration 19Q: 3 clusters Score -4940292 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -4940546.000000 Penalty: 3503.255615
	Iteration 20F: 3 clusters Score -4940546 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -4940774.000000 Penalty: 3503.255615
	Iteration 21Q: 3 clusters Score -4940774 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -4940941.000000 Penalty: 3503.255615
	Iteration 22Q: 3 clusters Score -4940941 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -4941080.000000 Penalty: 3503.255615
	Iteration 23Q: 3 clusters Score -4941080 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -4941273.000000 Penalty: 3503.255615
	Iteration 24Q: 3 clusters Score -4941273 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -4941446.500000 Penalty: 3503.255615
	Iteration 25Q: 3 clusters Score -4941446 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -4941596.000000 Penalty: 3503.255615
	Iteration 26Q: 3 clusters Score -4941596 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -4941751.500000 Penalty: 3503.255615
	Iteration 27Q: 3 clusters Score -4941752 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -4941854.500000 Penalty: 3503.255615
	Iteration 28Q: 3 clusters Score -4941854 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -4941959.500000 Penalty: 3503.255615
	Iteration 29Q: 3 clusters Score -4941960 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -4942047.500000 Penalty: 3503.255615
	Iteration 30Q: 3 clusters Score -4942048 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -4942128.500000 Penalty: 3503.255615
	Iteration 31Q: 3 clusters Score -4942128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -4942201.500000 Penalty: 3503.255615
	Iteration 32Q: 3 clusters Score -4942202 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -4942274.500000 Penalty: 3503.255615
	Iteration 33Q: 3 clusters Score -4942274 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -4942351.500000 Penalty: 3503.255615
	Iteration 34Q: 3 clusters Score -4942352 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -4942401.000000 Penalty: 3503.255615
	Iteration 35Q: 3 clusters Score -4942401 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -4942446.000000 Penalty: 3503.255615
	Iteration 36Q: 3 clusters Score -4942446 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -4942480.500000 Penalty: 3503.255615
	Iteration 37Q: 3 clusters Score -4942480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -4942517.500000 Penalty: 3503.255615
	Iteration 38Q: 3 clusters Score -4942518 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -4942533.500000 Penalty: 3503.255615
	Iteration 39Q: 3 clusters Score -4942534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -4942549.000000 Penalty: 3503.255615
	Iteration 40F: 3 clusters Score -4942549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -4942562.500000 Penalty: 3503.255615
	Iteration 41Q: 3 clusters Score -4942562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -4942578.500000 Penalty: 3503.255615
	Iteration 42Q: 3 clusters Score -4942578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -4942590.500000 Penalty: 3503.255615
	Iteration 43Q: 3 clusters Score -4942590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -4942601.500000 Penalty: 3503.255615
	Iteration 44Q: 3 clusters Score -4942602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -4942617.500000 Penalty: 3503.255615
	Iteration 45Q: 3 clusters Score -4942618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -4942629.000000 Penalty: 3503.255615
	Iteration 46Q: 3 clusters Score -4942629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -4942634.500000 Penalty: 3503.255615
	Iteration 47Q: 3 clusters Score -4942634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -4942658.500000 Penalty: 3503.255615
	Iteration 48Q: 3 clusters Score -4942658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -4942661.500000 Penalty: 3503.255615
	Iteration 49Q: 3 clusters Score -4942662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -4942664.500000 Penalty: 3503.255615
	Iteration 50Q: 3 clusters Score -4942664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -4942660.500000 Penalty: 3503.255615
	Iteration 51Q: 3 clusters Score -4942660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -4942674.000000 Penalty: 3503.255615
	Iteration 52Q: 3 clusters Score -4942674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -4942684.000000 Penalty: 3503.255615
	Iteration 53Q: 3 clusters Score -4942684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -4942687.000000 Penalty: 3503.255615
	Iteration 54Q: 3 clusters Score -4942687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -4942699.500000 Penalty: 3503.255615
	Iteration 55Q: 3 clusters Score -4942700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -4942699.000000 Penalty: 3503.255615
	Iteration 56Q: 3 clusters Score -4942699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -4942706.000000 Penalty: 3503.255615
	Iteration 57Q: 3 clusters Score -4942706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -4942702.000000 Penalty: 3503.255615
	Iteration 58Q: 3 clusters Score -4942702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -4942703.500000 Penalty: 3503.255615
	Iteration 59Q: 3 clusters Score -4942704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -4942708.500000 Penalty: 3503.255615
	Iteration 60F: 3 clusters Score -4942708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -4942714.000000 Penalty: 3503.255615
	Iteration 61Q: 3 clusters Score -4942714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -4942713.500000 Penalty: 3503.255615
	Iteration 62Q: 3 clusters Score -4942714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -4942720.000000 Penalty: 3503.255615
	Iteration 63Q: 3 clusters Score -4942720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -4942727.500000 Penalty: 3503.255615
	Iteration 64Q: 3 clusters Score -4942728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -4942728.000000 Penalty: 3503.255615
	Iteration 65Q: 3 clusters Score -4942728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -4942727.500000 Penalty: 3503.255615
	Iteration 66Q: 3 clusters Score -4942728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -4942729.000000 Penalty: 3503.255615
	Iteration 67Q: 3 clusters Score -4942729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -4942727.500000 Penalty: 3503.255615
	Iteration 68Q: 3 clusters Score -4942728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -4942726.000000 Penalty: 3503.255615
	Iteration 69Q: 3 clusters Score -4942726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -4942725.500000 Penalty: 3503.255615
	Iteration 70Q: 3 clusters Score -4942726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -4942725.500000 Penalty: 3503.255615
	Iteration 71Q: 3 clusters Score -4942726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -4942725.500000 Penalty: 3503.255615
	Iteration 72F: 3 clusters Score -4942726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -285459.781250 Penalty: 1301.791382
	Iteration 0F: 2 clusters Score -285459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -282743.250000 Penalty: 2603.582764
	Iteration 0F: 3 clusters Score -282743.2 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -283454.187500 Penalty: 2603.582764
	Iteration 1F: 3 clusters Score -283454.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -283746.218750 Penalty: 2603.582764
	Iteration 2F: 3 clusters Score -283746.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -284053.781250 Penalty: 2603.582764
	Iteration 3F: 3 clusters Score -284053.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -284280.312500 Penalty: 2603.582764
	Iteration 4F: 3 clusters Score -284280.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -284497.812500 Penalty: 2603.582764
	Iteration 5F: 3 clusters Score -284497.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -284701.656250 Penalty: 2603.582764
	Iteration 6F: 3 clusters Score -284701.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -284860.406250 Penalty: 2603.582764
	Iteration 7Q: 3 clusters Score -284860.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -284985.812500 Penalty: 2603.582764
	Iteration 8Q: 3 clusters Score -284985.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -285059.937500 Penalty: 2603.582764
	Iteration 9Q: 3 clusters Score -285059.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -285103.906250 Penalty: 2603.582764
	Iteration 10Q: 3 clusters Score -285103.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -285122.656250 Penalty: 2603.582764
	Iteration 11Q: 3 clusters Score -285122.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -285136.000000 Penalty: 2603.582764
	Iteration 12Q: 3 clusters Score -285136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -285142.812500 Penalty: 2603.582764
	Iteration 13Q: 3 clusters Score -285142.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -285146.875000 Penalty: 2603.582764
	Iteration 14Q: 3 clusters Score -285146.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -285152.593750 Penalty: 2603.582764
	Iteration 15Q: 3 clusters Score -285152.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -285159.000000 Penalty: 2603.582764
	Iteration 16Q: 3 clusters Score -285159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -285164.406250 Penalty: 2603.582764
	Iteration 17Q: 3 clusters Score -285164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -285169.093750 Penalty: 2603.582764
	Iteration 18Q: 3 clusters Score -285169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -285172.781250 Penalty: 2603.582764
	Iteration 19Q: 3 clusters Score -285172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -285174.718750 Penalty: 2603.582764
	Iteration 20F: 3 clusters Score -285174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -285175.687500 Penalty: 2603.582764
	Iteration 21Q: 3 clusters Score -285175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -285177.593750 Penalty: 2603.582764
	Iteration 22Q: 3 clusters Score -285177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -285180.437500 Penalty: 2603.582764
	Iteration 23Q: 3 clusters Score -285180.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -285186.875000 Penalty: 2603.582764
	Iteration 24Q: 3 clusters Score -285186.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -285192.218750 Penalty: 2603.582764
	Iteration 25Q: 3 clusters Score -285192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -285198.187500 Penalty: 2603.582764
	Iteration 26Q: 3 clusters Score -285198.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -285205.312500 Penalty: 2603.582764
	Iteration 27Q: 3 clusters Score -285205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -285210.250000 Penalty: 2603.582764
	Iteration 28Q: 3 clusters Score -285210.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -285217.125000 Penalty: 2603.582764
	Iteration 29Q: 3 clusters Score -285217.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -285221.875000 Penalty: 2603.582764
	Iteration 30Q: 3 clusters Score -285221.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -285227.312500 Penalty: 2603.582764
	Iteration 31Q: 3 clusters Score -285227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -285236.125000 Penalty: 2603.582764
	Iteration 32Q: 3 clusters Score -285236.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -285241.781250 Penalty: 2603.582764
	Iteration 33Q: 3 clusters Score -285241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -285246.218750 Penalty: 2603.582764
	Iteration 34Q: 3 clusters Score -285246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -285249.687500 Penalty: 2603.582764
	Iteration 35Q: 3 clusters Score -285249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -285254.312500 Penalty: 2603.582764
	Iteration 36Q: 3 clusters Score -285254.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -285258.937500 Penalty: 2603.582764
	Iteration 37Q: 3 clusters Score -285258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -285263.218750 Penalty: 2603.582764
	Iteration 38Q: 3 clusters Score -285263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -285267.468750 Penalty: 2603.582764
	Iteration 39Q: 3 clusters Score -285267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -285268.093750 Penalty: 2603.582764
	Iteration 40F: 3 clusters Score -285268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -649971.812500 Penalty: 1433.267578
	Iteration 0F: 2 clusters Score -649971.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -644916.062500 Penalty: 2866.535156
	Iteration 0F: 3 clusters Score -644916.1 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -646845.500000 Penalty: 2866.535156
	Iteration 1F: 3 clusters Score -646845.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -647404.750000 Penalty: 2866.535156
	Iteration 2F: 3 clusters Score -647404.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -647958.937500 Penalty: 2866.535156
	Iteration 3F: 3 clusters Score -647958.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -648400.687500 Penalty: 2866.535156
	Iteration 4F: 3 clusters Score -648400.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -648817.187500 Penalty: 2866.535156
	Iteration 5F: 3 clusters Score -648817.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -649160.375000 Penalty: 2866.535156
	Iteration 6F: 3 clusters Score -649160.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -649401.375000 Penalty: 2866.535156
	Iteration 7Q: 3 clusters Score -649401.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -649569.875000 Penalty: 2866.535156
	Iteration 8Q: 3 clusters Score -649569.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -649689.000000 Penalty: 2866.535156
	Iteration 9Q: 3 clusters Score -649689 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -649759.375000 Penalty: 2866.535156
	Iteration 10Q: 3 clusters Score -649759.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -649804.000000 Penalty: 2866.535156
	Iteration 11Q: 3 clusters Score -649804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -649831.250000 Penalty: 2866.535156
	Iteration 12Q: 3 clusters Score -649831.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -649859.687500 Penalty: 2866.535156
	Iteration 13Q: 3 clusters Score -649859.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -649881.937500 Penalty: 2866.535156
	Iteration 14Q: 3 clusters Score -649881.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -649895.750000 Penalty: 2866.535156
	Iteration 15Q: 3 clusters Score -649895.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -649909.125000 Penalty: 2866.535156
	Iteration 16Q: 3 clusters Score -649909.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -649922.312500 Penalty: 2866.535156
	Iteration 17Q: 3 clusters Score -649922.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -649931.000000 Penalty: 2866.535156
	Iteration 18Q: 3 clusters Score -649931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -649935.562500 Penalty: 2866.535156
	Iteration 19Q: 3 clusters Score -649935.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -649938.750000 Penalty: 2866.535156
	Iteration 20F: 3 clusters Score -649938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -649942.312500 Penalty: 2866.535156
	Iteration 21Q: 3 clusters Score -649942.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -649942.875000 Penalty: 2866.535156
	Iteration 22Q: 3 clusters Score -649942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -649942.750000 Penalty: 2866.535156
	Iteration 23Q: 3 clusters Score -649942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -649944.562500 Penalty: 2866.535156
	Iteration 24Q: 3 clusters Score -649944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -649944.562500 Penalty: 2866.535156
	Iteration 25F: 3 clusters Score -649944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -267142.906250 Penalty: 1279.026123
	Iteration 0F: 2 clusters Score -267142.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -264665.156250 Penalty: 2558.052246
	Iteration 0F: 3 clusters Score -264665.2 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -265292.031250 Penalty: 2558.052246
	Iteration 1F: 3 clusters Score -265292 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -265482.625000 Penalty: 2558.052246
	Iteration 2F: 3 clusters Score -265482.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -265609.968750 Penalty: 2558.052246
	Iteration 3F: 3 clusters Score -265610 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -265707.531250 Penalty: 2558.052246
	Iteration 4F: 3 clusters Score -265707.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -265776.500000 Penalty: 2558.052246
	Iteration 5Q: 3 clusters Score -265776.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -265821.468750 Penalty: 2558.052246
	Iteration 6Q: 3 clusters Score -265821.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -265868.906250 Penalty: 2558.052246
	Iteration 7Q: 3 clusters Score -265868.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -265905.468750 Penalty: 2558.052246
	Iteration 8Q: 3 clusters Score -265905.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -265933.375000 Penalty: 2558.052246
	Iteration 9Q: 3 clusters Score -265933.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -265959.500000 Penalty: 2558.052246
	Iteration 10Q: 3 clusters Score -265959.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -265976.562500 Penalty: 2558.052246
	Iteration 11Q: 3 clusters Score -265976.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -265987.968750 Penalty: 2558.052246
	Iteration 12Q: 3 clusters Score -265988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -265997.562500 Penalty: 2558.052246
	Iteration 13Q: 3 clusters Score -265997.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -266007.218750 Penalty: 2558.052246
	Iteration 14Q: 3 clusters Score -266007.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -266017.062500 Penalty: 2558.052246
	Iteration 15Q: 3 clusters Score -266017.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -266021.781250 Penalty: 2558.052246
	Iteration 16Q: 3 clusters Score -266021.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -266024.375000 Penalty: 2558.052246
	Iteration 17Q: 3 clusters Score -266024.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -266025.968750 Penalty: 2558.052246
	Iteration 18Q: 3 clusters Score -266026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -266028.031250 Penalty: 2558.052246
	Iteration 19Q: 3 clusters Score -266028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -266030.000000 Penalty: 2558.052246
	Iteration 20F: 3 clusters Score -266030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -266030.906250 Penalty: 2558.052246
	Iteration 21Q: 3 clusters Score -266030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -266031.531250 Penalty: 2558.052246
	Iteration 22Q: 3 clusters Score -266031.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -266032.656250 Penalty: 2558.052246
	Iteration 23Q: 3 clusters Score -266032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -266033.218750 Penalty: 2558.052246
	Iteration 24Q: 3 clusters Score -266033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -266033.218750 Penalty: 2558.052246
	Iteration 25F: 3 clusters Score -266033.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Entering Unmasked Estep 
Score: -3554640.000000 Penalty: 1697.604858
	Iteration 0F: 2 clusters Score -3554640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3531599.750000 Penalty: 3395.209717
	Iteration 0F: 3 clusters Score -3531600 nChanged 15834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3540327.500000 Penalty: 3395.209717
	Iteration 1F: 3 clusters Score -3540328 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3540699.250000 Penalty: 3395.209717
	Iteration 2Q: 3 clusters Score -3540699 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3541126.750000 Penalty: 3395.209717
	Iteration 3Q: 3 clusters Score -3541127 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3541668.250000 Penalty: 3395.209717
	Iteration 4Q: 3 clusters Score -3541668 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3542355.250000 Penalty: 3395.209717
	Iteration 5Q: 3 clusters Score -3542355 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3543374.000000 Penalty: 3395.209717
	Iteration 6F: 3 clusters Score -3543374 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3544776.500000 Penalty: 3395.209717
	Iteration 7F: 3 clusters Score -3544776 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3546566.500000 Penalty: 3395.209717
	Iteration 8F: 3 clusters Score -3546566 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3548505.000000 Penalty: 3395.209717
	Iteration 9F: 3 clusters Score -3548505 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3550190.250000 Penalty: 3395.209717
	Iteration 10F: 3 clusters Score -3550190 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3551418.000000 Penalty: 3395.209717
	Iteration 11Q: 3 clusters Score -3551418 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3552142.250000 Penalty: 3395.209717
	Iteration 12Q: 3 clusters Score -3552142 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3552574.500000 Penalty: 3395.209717
	Iteration 13Q: 3 clusters Score -3552574 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3552834.000000 Penalty: 3395.209717
	Iteration 14Q: 3 clusters Score -3552834 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3552966.250000 Penalty: 3395.209717
	Iteration 15Q: 3 clusters Score -3552966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3553052.000000 Penalty: 3395.209717
	Iteration 16Q: 3 clusters Score -3553052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3553109.000000 Penalty: 3395.209717
	Iteration 17Q: 3 clusters Score -3553109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3553129.000000 Penalty: 3395.209717
	Iteration 18Q: 3 clusters Score -3553129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3553156.750000 Penalty: 3395.209717
	Iteration 19Q: 3 clusters Score -3553157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3553167.000000 Penalty: 3395.209717
	Iteration 20F: 3 clusters Score -3553167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3553175.250000 Penalty: 3395.209717
	Iteration 21Q: 3 clusters Score -3553175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3553178.500000 Penalty: 3395.209717
	Iteration 22Q: 3 clusters Score -3553178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3553182.500000 Penalty: 3395.209717
	Iteration 23Q: 3 clusters Score -3553182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3553187.750000 Penalty: 3395.209717
	Iteration 24Q: 3 clusters Score -3553188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3553189.500000 Penalty: 3395.209717
	Iteration 25Q: 3 clusters Score -3553190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3553198.500000 Penalty: 3395.209717
	Iteration 26Q: 3 clusters Score -3553198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3553197.250000 Penalty: 3395.209717
	Iteration 27Q: 3 clusters Score -3553197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3553201.750000 Penalty: 3395.209717
	Iteration 28Q: 3 clusters Score -3553202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3553206.000000 Penalty: 3395.209717
	Iteration 29Q: 3 clusters Score -3553206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3553205.500000 Penalty: 3395.209717
	Iteration 30Q: 3 clusters Score -3553206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3553209.000000 Penalty: 3395.209717
	Iteration 31Q: 3 clusters Score -3553209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3553207.500000 Penalty: 3395.209717
	Iteration 32Q: 3 clusters Score -3553208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3553207.500000 Penalty: 3395.209717
	Iteration 33F: 3 clusters Score -3553208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168537 members 
Entering Unmasked Estep 
Score: -17168268.000000 Penalty: 1955.672852
	Iteration 0F: 2 clusters Score -1.716827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 84267 members 
Entering Unmasked Estep 
Score: -17055522.000000 Penalty: 3911.345703
	Iteration 0F: 3 clusters Score -1.705552e+07 nChanged 81523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -17103936.000000 Penalty: 3911.345703
	Iteration 1F: 3 clusters Score -1.710394e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -17104944.000000 Penalty: 3911.345703
	Iteration 2Q: 3 clusters Score -1.710494e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -17106358.000000 Penalty: 3911.345703
	Iteration 3Q: 3 clusters Score -1.710636e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -17108248.000000 Penalty: 3911.345703
	Iteration 4Q: 3 clusters Score -1.710825e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -17111232.000000 Penalty: 3911.345703
	Iteration 5Q: 3 clusters Score -1.711123e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -17115434.000000 Penalty: 3911.345703
	Iteration 6F: 3 clusters Score -1.711543e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 107352 members 
Entering Unmasked Estep 
Score: -17121034.000000 Penalty: 3911.345703
	Iteration 7F: 3 clusters Score -1.712103e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -17127846.000000 Penalty: 3911.345703
	Iteration 8F: 3 clusters Score -1.712785e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -17135332.000000 Penalty: 3911.345703
	Iteration 9F: 3 clusters Score -1.713533e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 130036 members 
Entering Unmasked Estep 
Score: -17142324.000000 Penalty: 3911.345703
	Iteration 10F: 3 clusters Score -1.714232e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 136091 members 
Entering Unmasked Estep 
Score: -17147910.000000 Penalty: 3911.345703
	Iteration 11Q: 3 clusters Score -1.714791e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 140879 members 
Entering Unmasked Estep 
Score: -17151800.000000 Penalty: 3911.345703
	Iteration 12Q: 3 clusters Score -1.71518e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 144877 members 
Entering Unmasked Estep 
Score: -17154390.000000 Penalty: 3911.345703
	Iteration 13Q: 3 clusters Score -1.715439e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -17156418.000000 Penalty: 3911.345703
	Iteration 14Q: 3 clusters Score -1.715642e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 151539 members 
Entering Unmasked Estep 
Score: -17158098.000000 Penalty: 3911.345703
	Iteration 15Q: 3 clusters Score -1.71581e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -17159764.000000 Penalty: 3911.345703
	Iteration 16Q: 3 clusters Score -1.715976e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -17161294.000000 Penalty: 3911.345703
	Iteration 17Q: 3 clusters Score -1.716129e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 159246 members 
Entering Unmasked Estep 
Score: -17162432.000000 Penalty: 3911.345703
	Iteration 18Q: 3 clusters Score -1.716243e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 161087 members 
Entering Unmasked Estep 
Score: -17163442.000000 Penalty: 3911.345703
	Iteration 19Q: 3 clusters Score -1.716344e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 162625 members 
Entering Unmasked Estep 
Score: -17164244.000000 Penalty: 3911.345703
	Iteration 20F: 3 clusters Score -1.716424e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 163805 members 
Entering Unmasked Estep 
Score: -17164896.000000 Penalty: 3911.345703
	Iteration 21Q: 3 clusters Score -1.71649e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 164712 members 
Entering Unmasked Estep 
Score: -17165466.000000 Penalty: 3911.345703
	Iteration 22Q: 3 clusters Score -1.716547e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 165400 members 
Entering Unmasked Estep 
Score: -17165872.000000 Penalty: 3911.345703
	Iteration 23Q: 3 clusters Score -1.716587e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -17166104.000000 Penalty: 3911.345703
	Iteration 24Q: 3 clusters Score -1.71661e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 166214 members 
Entering Unmasked Estep 
Score: -17166276.000000 Penalty: 3911.345703
	Iteration 25Q: 3 clusters Score -1.716628e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 166484 members 
Entering Unmasked Estep 
Score: -17166344.000000 Penalty: 3911.345703
	Iteration 26Q: 3 clusters Score -1.716634e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 166674 members 
Entering Unmasked Estep 
Score: -17166392.000000 Penalty: 3911.345703
	Iteration 27Q: 3 clusters Score -1.716639e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 166835 members 
Entering Unmasked Estep 
Score: -17166412.000000 Penalty: 3911.345703
	Iteration 28Q: 3 clusters Score -1.716641e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 166964 members 
Entering Unmasked Estep 
Score: -17166458.000000 Penalty: 3911.345703
	Iteration 29Q: 3 clusters Score -1.716646e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -17166512.000000 Penalty: 3911.345703
	Iteration 30Q: 3 clusters Score -1.716651e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 167156 members 
Entering Unmasked Estep 
Score: -17166544.000000 Penalty: 3911.345703
	Iteration 31Q: 3 clusters Score -1.716654e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 167231 members 
Entering Unmasked Estep 
Score: -17166544.000000 Penalty: 3911.345703
	Iteration 32Q: 3 clusters Score -1.716654e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -17166570.000000 Penalty: 3911.345703
	Iteration 33Q: 3 clusters Score -1.716657e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 167321 members 
Entering Unmasked Estep 
Score: -17166598.000000 Penalty: 3911.345703
	Iteration 34Q: 3 clusters Score -1.71666e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 167354 members 
Entering Unmasked Estep 
Score: -17166600.000000 Penalty: 3911.345703
	Iteration 35Q: 3 clusters Score -1.71666e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 167383 members 
Entering Unmasked Estep 
Score: -17166602.000000 Penalty: 3911.345703
	Iteration 36Q: 3 clusters Score -1.71666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 167406 members 
Entering Unmasked Estep 
Score: -17166622.000000 Penalty: 3911.345703
	Iteration 37Q: 3 clusters Score -1.716662e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 167428 members 
Entering Unmasked Estep 
Score: -17166640.000000 Penalty: 3911.345703
	Iteration 38Q: 3 clusters Score -1.716664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 167449 members 
Entering Unmasked Estep 
Score: -17166654.000000 Penalty: 3911.345703
	Iteration 39Q: 3 clusters Score -1.716665e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -17166646.000000 Penalty: 3911.345703
	Iteration 40F: 3 clusters Score -1.716665e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 167505 members 
Entering Unmasked Estep 
Score: -17166656.000000 Penalty: 3911.345703
	Iteration 41Q: 3 clusters Score -1.716666e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 167535 members 
Entering Unmasked Estep 
Score: -17166682.000000 Penalty: 3911.345703
	Iteration 42Q: 3 clusters Score -1.716668e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -17166682.000000 Penalty: 3911.345703
	Iteration 43Q: 3 clusters Score -1.716668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 167566 members 
Entering Unmasked Estep 
Score: -17166698.000000 Penalty: 3911.345703
	Iteration 44Q: 3 clusters Score -1.71667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -17166698.000000 Penalty: 3911.345703
	Iteration 45Q: 3 clusters Score -1.71667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 167594 members 
Entering Unmasked Estep 
Score: -17166706.000000 Penalty: 3911.345703
	Iteration 46Q: 3 clusters Score -1.716671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 167613 members 
Entering Unmasked Estep 
Score: -17166718.000000 Penalty: 3911.345703
	Iteration 47Q: 3 clusters Score -1.716672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 167624 members 
Entering Unmasked Estep 
Score: -17166710.000000 Penalty: 3911.345703
	Iteration 48Q: 3 clusters Score -1.716671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 167630 members 
Entering Unmasked Estep 
Score: -17166728.000000 Penalty: 3911.345703
	Iteration 49Q: 3 clusters Score -1.716673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 167640 members 
Entering Unmasked Estep 
Score: -17166742.000000 Penalty: 3911.345703
	Iteration 50Q: 3 clusters Score -1.716674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 167649 members 
Entering Unmasked Estep 
Score: -17166744.000000 Penalty: 3911.345703
	Iteration 51Q: 3 clusters Score -1.716674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 167653 members 
Entering Unmasked Estep 
Score: -17166736.000000 Penalty: 3911.345703
	Iteration 52Q: 3 clusters Score -1.716674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 167657 members 
Entering Unmasked Estep 
Score: -17166732.000000 Penalty: 3911.345703
	Iteration 53Q: 3 clusters Score -1.716673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 167661 members 
Entering Unmasked Estep 
Score: -17166728.000000 Penalty: 3911.345703
	Iteration 54Q: 3 clusters Score -1.716673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 167664 members 
Entering Unmasked Estep 
Score: -17166722.000000 Penalty: 3911.345703
	Iteration 55Q: 3 clusters Score -1.716672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 167669 members 
Entering Unmasked Estep 
Score: -17166718.000000 Penalty: 3911.345703
	Iteration 56Q: 3 clusters Score -1.716672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 167674 members 
Entering Unmasked Estep 
Score: -17166730.000000 Penalty: 3911.345703
	Iteration 57Q: 3 clusters Score -1.716673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 167682 members 
Entering Unmasked Estep 
Score: -17166740.000000 Penalty: 3911.345703
	Iteration 58Q: 3 clusters Score -1.716674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 167689 members 
Entering Unmasked Estep 
Score: -17166736.000000 Penalty: 3911.345703
	Iteration 59Q: 3 clusters Score -1.716674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 167692 members 
Entering Unmasked Estep 
Score: -17166738.000000 Penalty: 3911.345703
	Iteration 60F: 3 clusters Score -1.716674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328296 members 
Entering Unmasked Estep 
Score: -33322480.000000 Penalty: 2064.021484
	Iteration 0F: 2 clusters Score -3.332248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 164366 members 
Entering Unmasked Estep 
Score: -33115498.000000 Penalty: 4128.042969
	Iteration 0F: 3 clusters Score -3.31155e+07 nChanged 160357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158217 members 
Mstep: Class 2 contains 170079 members 
Entering Unmasked Estep 
Score: -33213596.000000 Penalty: 4128.042969
	Iteration 1F: 3 clusters Score -3.32136e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153588 members 
Mstep: Class 2 contains 174708 members 
Entering Unmasked Estep 
Score: -33216748.000000 Penalty: 4128.042969
	Iteration 2Q: 3 clusters Score -3.321675e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146703 members 
Mstep: Class 2 contains 181593 members 
Entering Unmasked Estep 
Score: -33221348.000000 Penalty: 4128.042969
	Iteration 3Q: 3 clusters Score -3.322135e+07 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137255 members 
Mstep: Class 2 contains 191041 members 
Entering Unmasked Estep 
Score: -33228884.000000 Penalty: 4128.042969
	Iteration 4Q: 3 clusters Score -3.322888e+07 nChanged 18063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125788 members 
Mstep: Class 2 contains 202508 members 
Entering Unmasked Estep 
Score: -33240354.000000 Penalty: 4128.042969
	Iteration 5F: 3 clusters Score -3.324035e+07 nChanged 21004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113310 members 
Mstep: Class 2 contains 214986 members 
Entering Unmasked Estep 
Score: -33256102.000000 Penalty: 4128.042969
	Iteration 6F: 3 clusters Score -3.32561e+07 nChanged 21528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 225790 members 
Entering Unmasked Estep 
Score: -33272824.000000 Penalty: 4128.042969
	Iteration 7F: 3 clusters Score -3.327282e+07 nChanged 18470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95552 members 
Mstep: Class 2 contains 232744 members 
Entering Unmasked Estep 
Score: -33283110.000000 Penalty: 4128.042969
	Iteration 8F: 3 clusters Score -3.328311e+07 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 237647 members 
Entering Unmasked Estep 
Score: -33287414.000000 Penalty: 4128.042969
	Iteration 9Q: 3 clusters Score -3.328741e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 241689 members 
Entering Unmasked Estep 
Score: -33288966.000000 Penalty: 4128.042969
	Iteration 10Q: 3 clusters Score -3.328897e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 245362 members 
Entering Unmasked Estep 
Score: -33289914.000000 Penalty: 4128.042969
	Iteration 11Q: 3 clusters Score -3.328991e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 248734 members 
Entering Unmasked Estep 
Score: -33290736.000000 Penalty: 4128.042969
	Iteration 12Q: 3 clusters Score -3.329074e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 251955 members 
Entering Unmasked Estep 
Score: -33291512.000000 Penalty: 4128.042969
	Iteration 13Q: 3 clusters Score -3.329151e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 255143 members 
Entering Unmasked Estep 
Score: -33292332.000000 Penalty: 4128.042969
	Iteration 14Q: 3 clusters Score -3.329233e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 258210 members 
Entering Unmasked Estep 
Score: -33293114.000000 Penalty: 4128.042969
	Iteration 15Q: 3 clusters Score -3.329311e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 261234 members 
Entering Unmasked Estep 
Score: -33293870.000000 Penalty: 4128.042969
	Iteration 16Q: 3 clusters Score -3.329387e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 264319 members 
Entering Unmasked Estep 
Score: -33294730.000000 Penalty: 4128.042969
	Iteration 17Q: 3 clusters Score -3.329473e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 267422 members 
Entering Unmasked Estep 
Score: -33295442.000000 Penalty: 4128.042969
	Iteration 18Q: 3 clusters Score -3.329544e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 270557 members 
Entering Unmasked Estep 
Score: -33296380.000000 Penalty: 4128.042969
	Iteration 19Q: 3 clusters Score -3.329638e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 273603 members 
Entering Unmasked Estep 
Score: -33297278.000000 Penalty: 4128.042969
	Iteration 20F: 3 clusters Score -3.329728e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 276579 members 
Entering Unmasked Estep 
Score: -33298082.000000 Penalty: 4128.042969
	Iteration 21Q: 3 clusters Score -3.329808e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 279424 members 
Entering Unmasked Estep 
Score: -33299266.000000 Penalty: 4128.042969
	Iteration 22Q: 3 clusters Score -3.329927e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 281980 members 
Entering Unmasked Estep 
Score: -33300370.000000 Penalty: 4128.042969
	Iteration 23Q: 3 clusters Score -3.330037e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 284361 members 
Entering Unmasked Estep 
Score: -33301136.000000 Penalty: 4128.042969
	Iteration 24Q: 3 clusters Score -3.330114e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 286626 members 
Entering Unmasked Estep 
Score: -33302016.000000 Penalty: 4128.042969
	Iteration 25Q: 3 clusters Score -3.330202e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 288794 members 
Entering Unmasked Estep 
Score: -33302874.000000 Penalty: 4128.042969
	Iteration 26Q: 3 clusters Score -3.330287e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 290946 members 
Entering Unmasked Estep 
Score: -33303770.000000 Penalty: 4128.042969
	Iteration 27Q: 3 clusters Score -3.330377e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 293050 members 
Entering Unmasked Estep 
Score: -33304688.000000 Penalty: 4128.042969
	Iteration 28Q: 3 clusters Score -3.330469e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 295119 members 
Entering Unmasked Estep 
Score: -33305762.000000 Penalty: 4128.042969
	Iteration 29Q: 3 clusters Score -3.330576e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 297212 members 
Entering Unmasked Estep 
Score: -33307050.000000 Penalty: 4128.042969
	Iteration 30Q: 3 clusters Score -3.330705e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 299355 members 
Entering Unmasked Estep 
Score: -33308448.000000 Penalty: 4128.042969
	Iteration 31Q: 3 clusters Score -3.330845e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 301539 members 
Entering Unmasked Estep 
Score: -33309850.000000 Penalty: 4128.042969
	Iteration 32Q: 3 clusters Score -3.330985e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 303657 members 
Entering Unmasked Estep 
Score: -33310702.000000 Penalty: 4128.042969
	Iteration 33Q: 3 clusters Score -3.33107e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 305691 members 
Entering Unmasked Estep 
Score: -33311658.000000 Penalty: 4128.042969
	Iteration 34Q: 3 clusters Score -3.331166e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 307702 members 
Entering Unmasked Estep 
Score: -33313356.000000 Penalty: 4128.042969
	Iteration 35Q: 3 clusters Score -3.331336e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 309656 members 
Entering Unmasked Estep 
Score: -33314940.000000 Penalty: 4128.042969
	Iteration 36Q: 3 clusters Score -3.331494e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 311531 members 
Entering Unmasked Estep 
Score: -33316064.000000 Penalty: 4128.042969
	Iteration 37Q: 3 clusters Score -3.331606e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 313309 members 
Entering Unmasked Estep 
Score: -33316754.000000 Penalty: 4128.042969
	Iteration 38Q: 3 clusters Score -3.331675e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 314987 members 
Entering Unmasked Estep 
Score: -33317708.000000 Penalty: 4128.042969
	Iteration 39Q: 3 clusters Score -3.331771e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 316536 members 
Entering Unmasked Estep 
Score: -33318330.000000 Penalty: 4128.042969
	Iteration 40F: 3 clusters Score -3.331833e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 317922 members 
Entering Unmasked Estep 
Score: -33318836.000000 Penalty: 4128.042969
	Iteration 41Q: 3 clusters Score -3.331884e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 319225 members 
Entering Unmasked Estep 
Score: -33319228.000000 Penalty: 4128.042969
	Iteration 42Q: 3 clusters Score -3.331923e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 320405 members 
Entering Unmasked Estep 
Score: -33319560.000000 Penalty: 4128.042969
	Iteration 43Q: 3 clusters Score -3.331956e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 321449 members 
Entering Unmasked Estep 
Score: -33319822.000000 Penalty: 4128.042969
	Iteration 44Q: 3 clusters Score -3.331982e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 322365 members 
Entering Unmasked Estep 
Score: -33319914.000000 Penalty: 4128.042969
	Iteration 45Q: 3 clusters Score -3.331991e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 323148 members 
Entering Unmasked Estep 
Score: -33320130.000000 Penalty: 4128.042969
	Iteration 46Q: 3 clusters Score -3.332013e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 323832 members 
Entering Unmasked Estep 
Score: -33320216.000000 Penalty: 4128.042969
	Iteration 47Q: 3 clusters Score -3.332022e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 324426 members 
Entering Unmasked Estep 
Score: -33320410.000000 Penalty: 4128.042969
	Iteration 48Q: 3 clusters Score -3.332041e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 324919 members 
Entering Unmasked Estep 
Score: -33320388.000000 Penalty: 4128.042969
	Iteration 49Q: 3 clusters Score -3.332039e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 325303 members 
Entering Unmasked Estep 
Score: -33320490.000000 Penalty: 4128.042969
	Iteration 50Q: 3 clusters Score -3.332049e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 325613 members 
Entering Unmasked Estep 
Score: -33320572.000000 Penalty: 4128.042969
	Iteration 51Q: 3 clusters Score -3.332057e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 325878 members 
Entering Unmasked Estep 
Score: -33320614.000000 Penalty: 4128.042969
	Iteration 52Q: 3 clusters Score -3.332061e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 326089 members 
Entering Unmasked Estep 
Score: -33320676.000000 Penalty: 4128.042969
	Iteration 53Q: 3 clusters Score -3.332068e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 326274 members 
Entering Unmasked Estep 
Score: -33320692.000000 Penalty: 4128.042969
	Iteration 54Q: 3 clusters Score -3.332069e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 326415 members 
Entering Unmasked Estep 
Score: -33320698.000000 Penalty: 4128.042969
	Iteration 55Q: 3 clusters Score -3.33207e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 326541 members 
Entering Unmasked Estep 
Score: -33320722.000000 Penalty: 4128.042969
	Iteration 56Q: 3 clusters Score -3.332072e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 326636 members 
Entering Unmasked Estep 
Score: -33320764.000000 Penalty: 4128.042969
	Iteration 57Q: 3 clusters Score -3.332076e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 326741 members 
Entering Unmasked Estep 
Score: -33320776.000000 Penalty: 4128.042969
	Iteration 58Q: 3 clusters Score -3.332078e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 326837 members 
Entering Unmasked Estep 
Score: -33320810.000000 Penalty: 4128.042969
	Iteration 59Q: 3 clusters Score -3.332081e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 326918 members 
Entering Unmasked Estep 
Score: -33320826.000000 Penalty: 4128.042969
	Iteration 60F: 3 clusters Score -3.332083e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 326974 members 
Entering Unmasked Estep 
Score: -33320850.000000 Penalty: 4128.042969
	Iteration 61Q: 3 clusters Score -3.332085e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 327029 members 
Entering Unmasked Estep 
Score: -33320876.000000 Penalty: 4128.042969
	Iteration 62Q: 3 clusters Score -3.332088e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 327068 members 
Entering Unmasked Estep 
Score: -33320886.000000 Penalty: 4128.042969
	Iteration 63Q: 3 clusters Score -3.332089e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 327107 members 
Entering Unmasked Estep 
Score: -33320910.000000 Penalty: 4128.042969
	Iteration 64Q: 3 clusters Score -3.332091e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 327130 members 
Entering Unmasked Estep 
Score: -33320884.000000 Penalty: 4128.042969
	Iteration 65Q: 3 clusters Score -3.332088e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 327161 members 
Entering Unmasked Estep 
Score: -33320890.000000 Penalty: 4128.042969
	Iteration 66Q: 3 clusters Score -3.332089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 327180 members 
Entering Unmasked Estep 
Score: -33320878.000000 Penalty: 4128.042969
	Iteration 67Q: 3 clusters Score -3.332088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 327201 members 
Entering Unmasked Estep 
Score: -33320874.000000 Penalty: 4128.042969
	Iteration 68Q: 3 clusters Score -3.332087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 327223 members 
Entering Unmasked Estep 
Score: -33320872.000000 Penalty: 4128.042969
	Iteration 69Q: 3 clusters Score -3.332087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 327237 members 
Entering Unmasked Estep 
Score: -33320884.000000 Penalty: 4128.042969
	Iteration 70Q: 3 clusters Score -3.332088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 327254 members 
Entering Unmasked Estep 
Score: -33320884.000000 Penalty: 4128.042969
	Iteration 71Q: 3 clusters Score -3.332088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 327269 members 
Entering Unmasked Estep 
Score: -33320900.000000 Penalty: 4128.042969
	Iteration 72Q: 3 clusters Score -3.33209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 327273 members 
Entering Unmasked Estep 
Score: -33320900.000000 Penalty: 4128.042969
	Iteration 73Q: 3 clusters Score -3.33209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 327277 members 
Entering Unmasked Estep 
Score: -33320882.000000 Penalty: 4128.042969
	Iteration 74Q: 3 clusters Score -3.332088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 327284 members 
Entering Unmasked Estep 
Score: -33320898.000000 Penalty: 4128.042969
	Iteration 75Q: 3 clusters Score -3.33209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 327298 members 
Entering Unmasked Estep 
Score: -33320898.000000 Penalty: 4128.042969
	Iteration 76Q: 3 clusters Score -3.33209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 327312 members 
Entering Unmasked Estep 
Score: -33320904.000000 Penalty: 4128.042969
	Iteration 77Q: 3 clusters Score -3.33209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 327328 members 
Entering Unmasked Estep 
Score: -33320928.000000 Penalty: 4128.042969
	Iteration 78Q: 3 clusters Score -3.332093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 327336 members 
Entering Unmasked Estep 
Score: -33320904.000000 Penalty: 4128.042969
	Iteration 79Q: 3 clusters Score -3.33209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 327344 members 
Entering Unmasked Estep 
Score: -33320936.000000 Penalty: 4128.042969
	Iteration 80F: 3 clusters Score -3.332094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 327349 members 
Entering Unmasked Estep 
Score: -33320910.000000 Penalty: 4128.042969
	Iteration 81Q: 3 clusters Score -3.332091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 327355 members 
Entering Unmasked Estep 
Score: -33320928.000000 Penalty: 4128.042969
	Iteration 82Q: 3 clusters Score -3.332093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 327360 members 
Entering Unmasked Estep 
Score: -33320936.000000 Penalty: 4128.042969
	Iteration 83Q: 3 clusters Score -3.332094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 327363 members 
Entering Unmasked Estep 
Score: -33320936.000000 Penalty: 4128.042969
	Iteration 84Q: 3 clusters Score -3.332094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 327367 members 
Entering Unmasked Estep 
Score: -33320934.000000 Penalty: 4128.042969
	Iteration 85Q: 3 clusters Score -3.332093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 327367 members 
Entering Unmasked Estep 
Score: -33320940.000000 Penalty: 4128.042969
	Iteration 86Q: 3 clusters Score -3.332094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 327368 members 
Entering Unmasked Estep 
Score: -33320926.000000 Penalty: 4128.042969
	Iteration 87Q: 3 clusters Score -3.332093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 327367 members 
Entering Unmasked Estep 
Score: -33320922.000000 Penalty: 4128.042969
	Iteration 88Q: 3 clusters Score -3.332092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 327369 members 
Entering Unmasked Estep 
Score: -33320906.000000 Penalty: 4128.042969
	Iteration 89Q: 3 clusters Score -3.332091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 327365 members 
Entering Unmasked Estep 
Score: -33320910.000000 Penalty: 4128.042969
	Iteration 90Q: 3 clusters Score -3.332091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 327364 members 
Entering Unmasked Estep 
Score: -33320892.000000 Penalty: 4128.042969
	Iteration 91Q: 3 clusters Score -3.332089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 327364 members 
Entering Unmasked Estep 
Score: -33320900.000000 Penalty: 4128.042969
	Iteration 92Q: 3 clusters Score -3.33209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 327364 members 
Entering Unmasked Estep 
Score: -33320900.000000 Penalty: 4128.042969
	Iteration 93F: 3 clusters Score -3.33209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Entering Unmasked Estep 
Score: -4945921.500000 Penalty: 1751.139648
	Iteration 0F: 2 clusters Score -4945922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -4913708.500000 Penalty: 3502.279297
	Iteration 0F: 3 clusters Score -4913708 nChanged 22510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -4926539.500000 Penalty: 3502.279297
	Iteration 1F: 3 clusters Score -4926540 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4927057.500000 Penalty: 3502.279297
	Iteration 2Q: 3 clusters Score -4927058 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -4927580.500000 Penalty: 3502.279297
	Iteration 3Q: 3 clusters Score -4927580 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -4928223.000000 Penalty: 3502.279297
	Iteration 4Q: 3 clusters Score -4928223 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4928989.000000 Penalty: 3502.279297
	Iteration 5Q: 3 clusters Score -4928989 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4930011.000000 Penalty: 3502.279297
	Iteration 6Q: 3 clusters Score -4930011 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4931378.500000 Penalty: 3502.279297
	Iteration 7F: 3 clusters Score -4931378 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4933142.000000 Penalty: 3502.279297
	Iteration 8F: 3 clusters Score -4933142 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -4935247.000000 Penalty: 3502.279297
	Iteration 9F: 3 clusters Score -4935247 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4937007.000000 Penalty: 3502.279297
	Iteration 10F: 3 clusters Score -4937007 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -4937839.000000 Penalty: 3502.279297
	Iteration 11Q: 3 clusters Score -4937839 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4938130.000000 Penalty: 3502.279297
	Iteration 12Q: 3 clusters Score -4938130 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4938319.000000 Penalty: 3502.279297
	Iteration 13Q: 3 clusters Score -4938319 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4938458.500000 Penalty: 3502.279297
	Iteration 14Q: 3 clusters Score -4938458 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -4938562.000000 Penalty: 3502.279297
	Iteration 15Q: 3 clusters Score -4938562 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4938663.000000 Penalty: 3502.279297
	Iteration 16Q: 3 clusters Score -4938663 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4938752.000000 Penalty: 3502.279297
	Iteration 17Q: 3 clusters Score -4938752 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4938873.000000 Penalty: 3502.279297
	Iteration 18Q: 3 clusters Score -4938873 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4938982.000000 Penalty: 3502.279297
	Iteration 19Q: 3 clusters Score -4938982 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4939071.500000 Penalty: 3502.279297
	Iteration 20F: 3 clusters Score -4939072 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -4939182.000000 Penalty: 3502.279297
	Iteration 21Q: 3 clusters Score -4939182 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -4939307.000000 Penalty: 3502.279297
	Iteration 22Q: 3 clusters Score -4939307 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -4939430.500000 Penalty: 3502.279297
	Iteration 23Q: 3 clusters Score -4939430 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4939506.500000 Penalty: 3502.279297
	Iteration 24Q: 3 clusters Score -4939506 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4939651.000000 Penalty: 3502.279297
	Iteration 25Q: 3 clusters Score -4939651 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4939748.000000 Penalty: 3502.279297
	Iteration 26Q: 3 clusters Score -4939748 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -4939853.000000 Penalty: 3502.279297
	Iteration 27Q: 3 clusters Score -4939853 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4939957.000000 Penalty: 3502.279297
	Iteration 28Q: 3 clusters Score -4939957 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4940055.000000 Penalty: 3502.279297
	Iteration 29Q: 3 clusters Score -4940055 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4940166.500000 Penalty: 3502.279297
	Iteration 30Q: 3 clusters Score -4940166 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -4940299.500000 Penalty: 3502.279297
	Iteration 31Q: 3 clusters Score -4940300 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4940396.000000 Penalty: 3502.279297
	Iteration 32Q: 3 clusters Score -4940396 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -4940518.500000 Penalty: 3502.279297
	Iteration 33Q: 3 clusters Score -4940518 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -4940638.500000 Penalty: 3502.279297
	Iteration 34Q: 3 clusters Score -4940638 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -4940732.000000 Penalty: 3502.279297
	Iteration 35Q: 3 clusters Score -4940732 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4940856.500000 Penalty: 3502.279297
	Iteration 36Q: 3 clusters Score -4940856 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -4940945.500000 Penalty: 3502.279297
	Iteration 37Q: 3 clusters Score -4940946 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -4941065.500000 Penalty: 3502.279297
	Iteration 38Q: 3 clusters Score -4941066 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -4941208.000000 Penalty: 3502.279297
	Iteration 39Q: 3 clusters Score -4941208 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -4941370.000000 Penalty: 3502.279297
	Iteration 40F: 3 clusters Score -4941370 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -4941504.000000 Penalty: 3502.279297
	Iteration 41Q: 3 clusters Score -4941504 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -4941675.500000 Penalty: 3502.279297
	Iteration 42Q: 3 clusters Score -4941676 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -4941844.500000 Penalty: 3502.279297
	Iteration 43Q: 3 clusters Score -4941844 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -4942012.000000 Penalty: 3502.279297
	Iteration 44Q: 3 clusters Score -4942012 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -4942165.500000 Penalty: 3502.279297
	Iteration 45Q: 3 clusters Score -4942166 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -4942317.500000 Penalty: 3502.279297
	Iteration 46Q: 3 clusters Score -4942318 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -4942457.500000 Penalty: 3502.279297
	Iteration 47Q: 3 clusters Score -4942458 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4942587.000000 Penalty: 3502.279297
	Iteration 48Q: 3 clusters Score -4942587 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4942719.500000 Penalty: 3502.279297
	Iteration 49Q: 3 clusters Score -4942720 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -4942867.500000 Penalty: 3502.279297
	Iteration 50Q: 3 clusters Score -4942868 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4943006.000000 Penalty: 3502.279297
	Iteration 51Q: 3 clusters Score -4943006 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -4943141.000000 Penalty: 3502.279297
	Iteration 52Q: 3 clusters Score -4943141 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -4943278.500000 Penalty: 3502.279297
	Iteration 53Q: 3 clusters Score -4943278 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4943418.000000 Penalty: 3502.279297
	Iteration 54Q: 3 clusters Score -4943418 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4943569.000000 Penalty: 3502.279297
	Iteration 55Q: 3 clusters Score -4943569 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4943709.500000 Penalty: 3502.279297
	Iteration 56Q: 3 clusters Score -4943710 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4943830.500000 Penalty: 3502.279297
	Iteration 57Q: 3 clusters Score -4943830 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4943931.500000 Penalty: 3502.279297
	Iteration 58Q: 3 clusters Score -4943932 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4944017.000000 Penalty: 3502.279297
	Iteration 59Q: 3 clusters Score -4944017 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4944082.000000 Penalty: 3502.279297
	Iteration 60F: 3 clusters Score -4944082 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4944128.000000 Penalty: 3502.279297
	Iteration 61Q: 3 clusters Score -4944128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4944170.000000 Penalty: 3502.279297
	Iteration 62Q: 3 clusters Score -4944170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4944206.500000 Penalty: 3502.279297
	Iteration 63Q: 3 clusters Score -4944206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4944245.500000 Penalty: 3502.279297
	Iteration 64Q: 3 clusters Score -4944246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4944274.000000 Penalty: 3502.279297
	Iteration 65Q: 3 clusters Score -4944274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4944296.000000 Penalty: 3502.279297
	Iteration 66Q: 3 clusters Score -4944296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4944327.000000 Penalty: 3502.279297
	Iteration 67Q: 3 clusters Score -4944327 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4944362.000000 Penalty: 3502.279297
	Iteration 68Q: 3 clusters Score -4944362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4944380.500000 Penalty: 3502.279297
	Iteration 69Q: 3 clusters Score -4944380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4944404.000000 Penalty: 3502.279297
	Iteration 70Q: 3 clusters Score -4944404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4944421.000000 Penalty: 3502.279297
	Iteration 71Q: 3 clusters Score -4944421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4944435.500000 Penalty: 3502.279297
	Iteration 72Q: 3 clusters Score -4944436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4944435.500000 Penalty: 3502.279297
	Iteration 73Q: 3 clusters Score -4944436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4944447.500000 Penalty: 3502.279297
	Iteration 74Q: 3 clusters Score -4944448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4944445.000000 Penalty: 3502.279297
	Iteration 75Q: 3 clusters Score -4944445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4944452.500000 Penalty: 3502.279297
	Iteration 76Q: 3 clusters Score -4944452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4944454.500000 Penalty: 3502.279297
	Iteration 77Q: 3 clusters Score -4944454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4944457.000000 Penalty: 3502.279297
	Iteration 78Q: 3 clusters Score -4944457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4944469.000000 Penalty: 3502.279297
	Iteration 79Q: 3 clusters Score -4944469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4944468.000000 Penalty: 3502.279297
	Iteration 80F: 3 clusters Score -4944468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4944470.000000 Penalty: 3502.279297
	Iteration 81Q: 3 clusters Score -4944470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4944478.500000 Penalty: 3502.279297
	Iteration 82Q: 3 clusters Score -4944478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4944480.000000 Penalty: 3502.279297
	Iteration 83Q: 3 clusters Score -4944480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4944482.000000 Penalty: 3502.279297
	Iteration 84Q: 3 clusters Score -4944482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4944481.500000 Penalty: 3502.279297
	Iteration 85Q: 3 clusters Score -4944482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4944488.000000 Penalty: 3502.279297
	Iteration 86Q: 3 clusters Score -4944488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4944489.000000 Penalty: 3502.279297
	Iteration 87Q: 3 clusters Score -4944489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4944487.000000 Penalty: 3502.279297
	Iteration 88Q: 3 clusters Score -4944487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4944490.500000 Penalty: 3502.279297
	Iteration 89Q: 3 clusters Score -4944490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4944490.500000 Penalty: 3502.279297
	Iteration 90F: 3 clusters Score -4944490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -351554.343750 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -351554.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -348574.125000 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -348574.1 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -349267.562500 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -349267.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -349383.281250 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -349383.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -349449.937500 Penalty: 2636.766113
	Iteration 3Q: 3 clusters Score -349449.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -349495.156250 Penalty: 2636.766113
	Iteration 4Q: 3 clusters Score -349495.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -349529.343750 Penalty: 2636.766113
	Iteration 5Q: 3 clusters Score -349529.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -349552.562500 Penalty: 2636.766113
	Iteration 6Q: 3 clusters Score -349552.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -349569.906250 Penalty: 2636.766113
	Iteration 7Q: 3 clusters Score -349569.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -349583.125000 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -349583.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -349594.906250 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -349594.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -349607.406250 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -349607.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -349621.250000 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -349621.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -349632.093750 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -349632.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -349639.531250 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -349639.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -349647.375000 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -349647.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -349653.062500 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -349653.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -349661.562500 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -349661.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -349669.843750 Penalty: 2636.766113
	Iteration 17Q: 3 clusters Score -349669.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -349675.656250 Penalty: 2636.766113
	Iteration 18Q: 3 clusters Score -349675.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -349679.531250 Penalty: 2636.766113
	Iteration 19Q: 3 clusters Score -349679.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -349685.000000 Penalty: 2636.766113
	Iteration 20F: 3 clusters Score -349685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -349691.906250 Penalty: 2636.766113
	Iteration 21Q: 3 clusters Score -349691.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -349696.562500 Penalty: 2636.766113
	Iteration 22Q: 3 clusters Score -349696.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -349701.656250 Penalty: 2636.766113
	Iteration 23Q: 3 clusters Score -349701.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -349705.593750 Penalty: 2636.766113
	Iteration 24Q: 3 clusters Score -349705.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -349710.218750 Penalty: 2636.766113
	Iteration 25Q: 3 clusters Score -349710.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -349713.937500 Penalty: 2636.766113
	Iteration 26Q: 3 clusters Score -349713.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -349716.468750 Penalty: 2636.766113
	Iteration 27Q: 3 clusters Score -349716.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -349720.937500 Penalty: 2636.766113
	Iteration 28Q: 3 clusters Score -349720.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -349724.156250 Penalty: 2636.766113
	Iteration 29Q: 3 clusters Score -349724.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -349726.750000 Penalty: 2636.766113
	Iteration 30Q: 3 clusters Score -349726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -349729.343750 Penalty: 2636.766113
	Iteration 31Q: 3 clusters Score -349729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -349731.468750 Penalty: 2636.766113
	Iteration 32Q: 3 clusters Score -349731.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -349731.781250 Penalty: 2636.766113
	Iteration 33Q: 3 clusters Score -349731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -349733.500000 Penalty: 2636.766113
	Iteration 34Q: 3 clusters Score -349733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -349734.031250 Penalty: 2636.766113
	Iteration 35Q: 3 clusters Score -349734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -349737.406250 Penalty: 2636.766113
	Iteration 36Q: 3 clusters Score -349737.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -349739.812500 Penalty: 2636.766113
	Iteration 37Q: 3 clusters Score -349739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -349741.625000 Penalty: 2636.766113
	Iteration 38Q: 3 clusters Score -349741.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -349743.906250 Penalty: 2636.766113
	Iteration 39Q: 3 clusters Score -349743.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -349745.687500 Penalty: 2636.766113
	Iteration 40F: 3 clusters Score -349745.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -349747.625000 Penalty: 2636.766113
	Iteration 41Q: 3 clusters Score -349747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -349752.781250 Penalty: 2636.766113
	Iteration 42Q: 3 clusters Score -349752.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -349759.593750 Penalty: 2636.766113
	Iteration 43Q: 3 clusters Score -349759.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -349765.343750 Penalty: 2636.766113
	Iteration 44Q: 3 clusters Score -349765.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -349772.000000 Penalty: 2636.766113
	Iteration 45Q: 3 clusters Score -349772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -349776.968750 Penalty: 2636.766113
	Iteration 46Q: 3 clusters Score -349777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -349781.281250 Penalty: 2636.766113
	Iteration 47Q: 3 clusters Score -349781.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -349785.750000 Penalty: 2636.766113
	Iteration 48Q: 3 clusters Score -349785.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -349791.500000 Penalty: 2636.766113
	Iteration 49Q: 3 clusters Score -349791.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -349796.750000 Penalty: 2636.766113
	Iteration 50Q: 3 clusters Score -349796.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -349801.500000 Penalty: 2636.766113
	Iteration 51Q: 3 clusters Score -349801.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -349805.812500 Penalty: 2636.766113
	Iteration 52Q: 3 clusters Score -349805.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -349812.437500 Penalty: 2636.766113
	Iteration 53Q: 3 clusters Score -349812.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -349820.031250 Penalty: 2636.766113
	Iteration 54Q: 3 clusters Score -349820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -349828.000000 Penalty: 2636.766113
	Iteration 55Q: 3 clusters Score -349828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -349841.312500 Penalty: 2636.766113
	Iteration 56Q: 3 clusters Score -349841.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -349852.625000 Penalty: 2636.766113
	Iteration 57Q: 3 clusters Score -349852.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -349867.625000 Penalty: 2636.766113
	Iteration 58Q: 3 clusters Score -349867.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -349881.968750 Penalty: 2636.766113
	Iteration 59Q: 3 clusters Score -349882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -349890.062500 Penalty: 2636.766113
	Iteration 60F: 3 clusters Score -349890.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -349901.375000 Penalty: 2636.766113
	Iteration 61Q: 3 clusters Score -349901.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -349914.750000 Penalty: 2636.766113
	Iteration 62Q: 3 clusters Score -349914.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -349927.468750 Penalty: 2636.766113
	Iteration 63Q: 3 clusters Score -349927.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -349945.406250 Penalty: 2636.766113
	Iteration 64Q: 3 clusters Score -349945.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -349962.843750 Penalty: 2636.766113
	Iteration 65Q: 3 clusters Score -349962.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -349978.843750 Penalty: 2636.766113
	Iteration 66Q: 3 clusters Score -349978.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -349997.875000 Penalty: 2636.766113
	Iteration 67Q: 3 clusters Score -349997.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -350017.312500 Penalty: 2636.766113
	Iteration 68Q: 3 clusters Score -350017.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -350032.656250 Penalty: 2636.766113
	Iteration 69Q: 3 clusters Score -350032.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -350045.406250 Penalty: 2636.766113
	Iteration 70Q: 3 clusters Score -350045.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -350063.625000 Penalty: 2636.766113
	Iteration 71Q: 3 clusters Score -350063.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -350078.812500 Penalty: 2636.766113
	Iteration 72Q: 3 clusters Score -350078.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -350095.000000 Penalty: 2636.766113
	Iteration 73Q: 3 clusters Score -350095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -350114.375000 Penalty: 2636.766113
	Iteration 74Q: 3 clusters Score -350114.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -350127.375000 Penalty: 2636.766113
	Iteration 75Q: 3 clusters Score -350127.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -350140.437500 Penalty: 2636.766113
	Iteration 76Q: 3 clusters Score -350140.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -350152.812500 Penalty: 2636.766113
	Iteration 77Q: 3 clusters Score -350152.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -350160.406250 Penalty: 2636.766113
	Iteration 78Q: 3 clusters Score -350160.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -350167.843750 Penalty: 2636.766113
	Iteration 79Q: 3 clusters Score -350167.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -350172.625000 Penalty: 2636.766113
	Iteration 80F: 3 clusters Score -350172.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -350177.718750 Penalty: 2636.766113
	Iteration 81Q: 3 clusters Score -350177.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -350186.843750 Penalty: 2636.766113
	Iteration 82Q: 3 clusters Score -350186.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -350195.156250 Penalty: 2636.766113
	Iteration 83Q: 3 clusters Score -350195.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -350201.812500 Penalty: 2636.766113
	Iteration 84Q: 3 clusters Score -350201.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -350208.062500 Penalty: 2636.766113
	Iteration 85Q: 3 clusters Score -350208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -350212.125000 Penalty: 2636.766113
	Iteration 86Q: 3 clusters Score -350212.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -350216.437500 Penalty: 2636.766113
	Iteration 87Q: 3 clusters Score -350216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -350218.875000 Penalty: 2636.766113
	Iteration 88Q: 3 clusters Score -350218.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -350219.906250 Penalty: 2636.766113
	Iteration 89Q: 3 clusters Score -350219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -350220.562500 Penalty: 2636.766113
	Iteration 90Q: 3 clusters Score -350220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -350221.531250 Penalty: 2636.766113
	Iteration 91Q: 3 clusters Score -350221.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -350222.062500 Penalty: 2636.766113
	Iteration 92Q: 3 clusters Score -350222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -350222.312500 Penalty: 2636.766113
	Iteration 93Q: 3 clusters Score -350222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -350223.562500 Penalty: 2636.766113
	Iteration 94Q: 3 clusters Score -350223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -350224.781250 Penalty: 2636.766113
	Iteration 95Q: 3 clusters Score -350224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -350225.375000 Penalty: 2636.766113
	Iteration 96Q: 3 clusters Score -350225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -350226.906250 Penalty: 2636.766113
	Iteration 97Q: 3 clusters Score -350226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -350226.843750 Penalty: 2636.766113
	Iteration 98Q: 3 clusters Score -350226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -350227.218750 Penalty: 2636.766113
	Iteration 99Q: 3 clusters Score -350227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -350228.968750 Penalty: 2636.766113
	Iteration 100F: 3 clusters Score -350229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -350231.218750 Penalty: 2636.766113
	Iteration 101Q: 3 clusters Score -350231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -350234.750000 Penalty: 2636.766113
	Iteration 102Q: 3 clusters Score -350234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -350237.968750 Penalty: 2636.766113
	Iteration 103Q: 3 clusters Score -350238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -350240.531250 Penalty: 2636.766113
	Iteration 104Q: 3 clusters Score -350240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -350243.843750 Penalty: 2636.766113
	Iteration 105Q: 3 clusters Score -350243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -350244.593750 Penalty: 2636.766113
	Iteration 106Q: 3 clusters Score -350244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -350244.718750 Penalty: 2636.766113
	Iteration 107Q: 3 clusters Score -350244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -350244.843750 Penalty: 2636.766113
	Iteration 108Q: 3 clusters Score -350244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -350245.593750 Penalty: 2636.766113
	Iteration 109Q: 3 clusters Score -350245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -350245.531250 Penalty: 2636.766113
	Iteration 110Q: 3 clusters Score -350245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -350245.531250 Penalty: 2636.766113
	Iteration 111Q: 3 clusters Score -350245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -350246.812500 Penalty: 2636.766113
	Iteration 112Q: 3 clusters Score -350246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -350249.156250 Penalty: 2636.766113
	Iteration 113Q: 3 clusters Score -350249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -350250.343750 Penalty: 2636.766113
	Iteration 114Q: 3 clusters Score -350250.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -350251.156250 Penalty: 2636.766113
	Iteration 115Q: 3 clusters Score -350251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -350251.656250 Penalty: 2636.766113
	Iteration 116Q: 3 clusters Score -350251.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -350252.687500 Penalty: 2636.766113
	Iteration 117Q: 3 clusters Score -350252.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -350253.125000 Penalty: 2636.766113
	Iteration 118Q: 3 clusters Score -350253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -350253.093750 Penalty: 2636.766113
	Iteration 119Q: 3 clusters Score -350253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -350253.437500 Penalty: 2636.766113
	Iteration 120F: 3 clusters Score -350253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -350254.937500 Penalty: 2636.766113
	Iteration 121Q: 3 clusters Score -350254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -350256.656250 Penalty: 2636.766113
	Iteration 122Q: 3 clusters Score -350256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -350257.125000 Penalty: 2636.766113
	Iteration 123Q: 3 clusters Score -350257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -350258.718750 Penalty: 2636.766113
	Iteration 124Q: 3 clusters Score -350258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -350260.000000 Penalty: 2636.766113
	Iteration 125Q: 3 clusters Score -350260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -350262.125000 Penalty: 2636.766113
	Iteration 126Q: 3 clusters Score -350262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -350262.875000 Penalty: 2636.766113
	Iteration 127Q: 3 clusters Score -350262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -350264.375000 Penalty: 2636.766113
	Iteration 128Q: 3 clusters Score -350264.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -350264.375000 Penalty: 2636.766113
	Iteration 129F: 3 clusters Score -350264.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Entering Unmasked Estep 
Score: -8323266.500000 Penalty: 1835.161377
	Iteration 0F: 2 clusters Score -8323266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -8269562.500000 Penalty: 3670.322754
	Iteration 0F: 3 clusters Score -8269562 nChanged 38298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -8291398.000000 Penalty: 3670.322754
	Iteration 1F: 3 clusters Score -8291398 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -8291866.000000 Penalty: 3670.322754
	Iteration 2Q: 3 clusters Score -8291866 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -8292416.500000 Penalty: 3670.322754
	Iteration 3Q: 3 clusters Score -8292416 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -8293019.500000 Penalty: 3670.322754
	Iteration 4Q: 3 clusters Score -8293020 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -8293744.500000 Penalty: 3670.322754
	Iteration 5Q: 3 clusters Score -8293744 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -8294614.000000 Penalty: 3670.322754
	Iteration 6Q: 3 clusters Score -8294614 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -8295973.000000 Penalty: 3670.322754
	Iteration 7Q: 3 clusters Score -8295973 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -8298049.000000 Penalty: 3670.322754
	Iteration 8Q: 3 clusters Score -8298049 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -8301066.500000 Penalty: 3670.322754
	Iteration 9F: 3 clusters Score -8301066 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -8305398.000000 Penalty: 3670.322754
	Iteration 10F: 3 clusters Score -8305398 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -8310186.500000 Penalty: 3670.322754
	Iteration 11F: 3 clusters Score -8310186 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -8314444.000000 Penalty: 3670.322754
	Iteration 12F: 3 clusters Score -8314444 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -8317489.500000 Penalty: 3670.322754
	Iteration 13Q: 3 clusters Score -8317490 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76732 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -8319231.500000 Penalty: 3670.322754
	Iteration 14Q: 3 clusters Score -8319232 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8320178.000000 Penalty: 3670.322754
	Iteration 15Q: 3 clusters Score -8320178 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8320652.500000 Penalty: 3670.322754
	Iteration 16Q: 3 clusters Score -8320652 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8320952.000000 Penalty: 3670.322754
	Iteration 17Q: 3 clusters Score -8320952 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8321151.500000 Penalty: 3670.322754
	Iteration 18Q: 3 clusters Score -8321152 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8321309.500000 Penalty: 3670.322754
	Iteration 19Q: 3 clusters Score -8321310 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8321404.000000 Penalty: 3670.322754
	Iteration 20F: 3 clusters Score -8321404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8321473.000000 Penalty: 3670.322754
	Iteration 21Q: 3 clusters Score -8321473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8321530.000000 Penalty: 3670.322754
	Iteration 22Q: 3 clusters Score -8321530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8321585.500000 Penalty: 3670.322754
	Iteration 23Q: 3 clusters Score -8321586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8321613.500000 Penalty: 3670.322754
	Iteration 24Q: 3 clusters Score -8321614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8321632.500000 Penalty: 3670.322754
	Iteration 25Q: 3 clusters Score -8321632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8321648.000000 Penalty: 3670.322754
	Iteration 26Q: 3 clusters Score -8321648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8321662.500000 Penalty: 3670.322754
	Iteration 27Q: 3 clusters Score -8321662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8321677.000000 Penalty: 3670.322754
	Iteration 28Q: 3 clusters Score -8321677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8321679.500000 Penalty: 3670.322754
	Iteration 29Q: 3 clusters Score -8321680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8321684.500000 Penalty: 3670.322754
	Iteration 30Q: 3 clusters Score -8321684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8321682.500000 Penalty: 3670.322754
	Iteration 31Q: 3 clusters Score -8321682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8321683.000000 Penalty: 3670.322754
	Iteration 32Q: 3 clusters Score -8321683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8321689.500000 Penalty: 3670.322754
	Iteration 33Q: 3 clusters Score -8321690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8321695.500000 Penalty: 3670.322754
	Iteration 34Q: 3 clusters Score -8321696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8321697.000000 Penalty: 3670.322754
	Iteration 35Q: 3 clusters Score -8321697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8321697.000000 Penalty: 3670.322754
	Iteration 36F: 3 clusters Score -8321697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Entering Unmasked Estep 
Score: -6673717.000000 Penalty: 1799.827393
	Iteration 0F: 2 clusters Score -6673717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -6630617.500000 Penalty: 3599.654785
	Iteration 0F: 3 clusters Score -6630618 nChanged 30467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -6647955.500000 Penalty: 3599.654785
	Iteration 1F: 3 clusters Score -6647956 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -6648471.000000 Penalty: 3599.654785
	Iteration 2Q: 3 clusters Score -6648471 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -6649040.500000 Penalty: 3599.654785
	Iteration 3Q: 3 clusters Score -6649040 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -6649883.000000 Penalty: 3599.654785
	Iteration 4Q: 3 clusters Score -6649883 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -6651357.000000 Penalty: 3599.654785
	Iteration 5Q: 3 clusters Score -6651357 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -6653800.000000 Penalty: 3599.654785
	Iteration 6F: 3 clusters Score -6653800 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -6657737.500000 Penalty: 3599.654785
	Iteration 7F: 3 clusters Score -6657738 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -6662928.000000 Penalty: 3599.654785
	Iteration 8F: 3 clusters Score -6662928 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -6667770.500000 Penalty: 3599.654785
	Iteration 9F: 3 clusters Score -6667770 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -6670528.000000 Penalty: 3599.654785
	Iteration 10Q: 3 clusters Score -6670528 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -6671505.500000 Penalty: 3599.654785
	Iteration 11Q: 3 clusters Score -6671506 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -6671864.000000 Penalty: 3599.654785
	Iteration 12Q: 3 clusters Score -6671864 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -6671989.500000 Penalty: 3599.654785
	Iteration 13Q: 3 clusters Score -6671990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -6672028.000000 Penalty: 3599.654785
	Iteration 14Q: 3 clusters Score -6672028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -6672064.000000 Penalty: 3599.654785
	Iteration 15Q: 3 clusters Score -6672064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -6672098.500000 Penalty: 3599.654785
	Iteration 16Q: 3 clusters Score -6672098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -6672129.500000 Penalty: 3599.654785
	Iteration 17Q: 3 clusters Score -6672130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -6672142.000000 Penalty: 3599.654785
	Iteration 18Q: 3 clusters Score -6672142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -6672163.500000 Penalty: 3599.654785
	Iteration 19Q: 3 clusters Score -6672164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -6672167.500000 Penalty: 3599.654785
	Iteration 20F: 3 clusters Score -6672168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -6672173.000000 Penalty: 3599.654785
	Iteration 21Q: 3 clusters Score -6672173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -6672173.000000 Penalty: 3599.654785
	Iteration 22F: 3 clusters Score -6672173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Entering Unmasked Estep 
Score: -6708532.000000 Penalty: 1800.126465
	Iteration 0F: 2 clusters Score -6708532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -6665310.500000 Penalty: 3600.252930
	Iteration 0F: 3 clusters Score -6665310 nChanged 30402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -6682704.500000 Penalty: 3600.252930
	Iteration 1F: 3 clusters Score -6682704 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6683319.000000 Penalty: 3600.252930
	Iteration 2Q: 3 clusters Score -6683319 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -6684225.500000 Penalty: 3600.252930
	Iteration 3Q: 3 clusters Score -6684226 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -6685883.500000 Penalty: 3600.252930
	Iteration 4F: 3 clusters Score -6685884 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -6688579.000000 Penalty: 3600.252930
	Iteration 5F: 3 clusters Score -6688579 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -6692810.000000 Penalty: 3600.252930
	Iteration 6F: 3 clusters Score -6692810 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -6697892.000000 Penalty: 3600.252930
	Iteration 7F: 3 clusters Score -6697892 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -6702255.000000 Penalty: 3600.252930
	Iteration 8F: 3 clusters Score -6702255 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6704914.500000 Penalty: 3600.252930
	Iteration 9Q: 3 clusters Score -6704914 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6706113.000000 Penalty: 3600.252930
	Iteration 10Q: 3 clusters Score -6706113 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6706664.000000 Penalty: 3600.252930
	Iteration 11Q: 3 clusters Score -6706664 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6706900.500000 Penalty: 3600.252930
	Iteration 12Q: 3 clusters Score -6706900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6706985.000000 Penalty: 3600.252930
	Iteration 13Q: 3 clusters Score -6706985 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6707048.000000 Penalty: 3600.252930
	Iteration 14Q: 3 clusters Score -6707048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6707098.000000 Penalty: 3600.252930
	Iteration 15Q: 3 clusters Score -6707098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6707118.500000 Penalty: 3600.252930
	Iteration 16Q: 3 clusters Score -6707118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6707141.500000 Penalty: 3600.252930
	Iteration 17Q: 3 clusters Score -6707142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6707143.500000 Penalty: 3600.252930
	Iteration 18Q: 3 clusters Score -6707144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6707156.500000 Penalty: 3600.252930
	Iteration 19Q: 3 clusters Score -6707156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6707168.000000 Penalty: 3600.252930
	Iteration 20F: 3 clusters Score -6707168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6707170.500000 Penalty: 3600.252930
	Iteration 21Q: 3 clusters Score -6707170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6707178.500000 Penalty: 3600.252930
	Iteration 22Q: 3 clusters Score -6707178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6707176.000000 Penalty: 3600.252930
	Iteration 23Q: 3 clusters Score -6707176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6707174.500000 Penalty: 3600.252930
	Iteration 24Q: 3 clusters Score -6707174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6707179.000000 Penalty: 3600.252930
	Iteration 25Q: 3 clusters Score -6707179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6707179.000000 Penalty: 3600.252930
	Iteration 26Q: 3 clusters Score -6707179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6707179.000000 Penalty: 3600.252930
	Iteration 27F: 3 clusters Score -6707179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 28247 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48014 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34434 members 
Mstep: Class 11 contains 168537 members 
Mstep: Class 12 contains 328296 members 
Mstep: Class 14 contains 47870 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 80282 members 
Mstep: Class 20 contains 64593 members 
Mstep: Class 21 contains 64712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148704.000000 Penalty: 33526.671875
Iteration 199Q: 16 clusters Score -9.41487e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 28248 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48014 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34443 members 
Mstep: Class 11 contains 168505 members 
Mstep: Class 12 contains 328302 members 
Mstep: Class 14 contains 47871 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 80293 members 
Mstep: Class 20 contains 64603 members 
Mstep: Class 21 contains 64712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148680.000000 Penalty: 33526.671875
Iteration 200F: 16 clusters Score -9.414868e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 28247 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48015 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34446 members 
Mstep: Class 11 contains 168472 members 
Mstep: Class 12 contains 328313 members 
Mstep: Class 14 contains 47871 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 80306 members 
Mstep: Class 20 contains 64611 members 
Mstep: Class 21 contains 64712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148704.000000 Penalty: 33526.671875
Iteration 201Q: 16 clusters Score -9.41487e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 28252 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48012 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34450 members 
Mstep: Class 11 contains 168445 members 
Mstep: Class 12 contains 328316 members 
Mstep: Class 14 contains 47873 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 80321 members 
Mstep: Class 20 contains 64614 members 
Mstep: Class 21 contains 64715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148728.000000 Penalty: 33526.671875
Iteration 202Q: 16 clusters Score -9.414873e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 28254 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48010 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34454 members 
Mstep: Class 11 contains 168417 members 
Mstep: Class 12 contains 328323 members 
Mstep: Class 14 contains 47876 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 80331 members 
Mstep: Class 20 contains 64622 members 
Mstep: Class 21 contains 64717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148712.000000 Penalty: 33526.671875
Iteration 203Q: 16 clusters Score -9.414871e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 28253 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48011 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34457 members 
Mstep: Class 11 contains 168388 members 
Mstep: Class 12 contains 328343 members 
Mstep: Class 14 contains 47876 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 80341 members 
Mstep: Class 20 contains 64627 members 
Mstep: Class 21 contains 64720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148704.000000 Penalty: 33526.671875
Iteration 204Q: 16 clusters Score -9.41487e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 28256 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48013 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34459 members 
Mstep: Class 11 contains 168344 members 
Mstep: Class 12 contains 328364 members 
Mstep: Class 14 contains 47878 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 80353 members 
Mstep: Class 20 contains 64637 members 
Mstep: Class 21 contains 64724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148648.000000 Penalty: 33526.671875
Iteration 205Q: 16 clusters Score -9.414865e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 28258 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48013 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34461 members 
Mstep: Class 11 contains 168310 members 
Mstep: Class 12 contains 328362 members 
Mstep: Class 14 contains 47884 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 80375 members 
Mstep: Class 20 contains 64643 members 
Mstep: Class 21 contains 64727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148800.000000 Penalty: 33526.671875
Iteration 206Q: 16 clusters Score -9.41488e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48011 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34470 members 
Mstep: Class 11 contains 168275 members 
Mstep: Class 12 contains 328373 members 
Mstep: Class 14 contains 47886 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 80388 members 
Mstep: Class 20 contains 64648 members 
Mstep: Class 21 contains 64731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148712.000000 Penalty: 33526.671875
Iteration 207Q: 16 clusters Score -9.414871e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 28260 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48009 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34482 members 
Mstep: Class 11 contains 168229 members 
Mstep: Class 12 contains 328388 members 
Mstep: Class 14 contains 47886 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 80403 members 
Mstep: Class 20 contains 64654 members 
Mstep: Class 21 contains 64737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148752.000000 Penalty: 33526.671875
Iteration 208Q: 16 clusters Score -9.414875e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 28259 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48007 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34497 members 
Mstep: Class 11 contains 168190 members 
Mstep: Class 12 contains 328387 members 
Mstep: Class 14 contains 47886 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 80416 members 
Mstep: Class 20 contains 64666 members 
Mstep: Class 21 contains 64745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148672.000000 Penalty: 33526.671875
Iteration 209Q: 16 clusters Score -9.414867e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 28258 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48003 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34514 members 
Mstep: Class 11 contains 168135 members 
Mstep: Class 12 contains 328395 members 
Mstep: Class 14 contains 47888 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 80435 members 
Mstep: Class 20 contains 64675 members 
Mstep: Class 21 contains 64753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148632.000000 Penalty: 33526.671875
Iteration 210Q: 16 clusters Score -9.414863e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 28259 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48000 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34532 members 
Mstep: Class 11 contains 168057 members 
Mstep: Class 12 contains 328412 members 
Mstep: Class 14 contains 47889 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 80451 members 
Mstep: Class 20 contains 64689 members 
Mstep: Class 21 contains 64771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148736.000000 Penalty: 33526.671875
Iteration 211Q: 16 clusters Score -9.414874e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 28261 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48000 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34547 members 
Mstep: Class 11 contains 167977 members 
Mstep: Class 12 contains 328432 members 
Mstep: Class 14 contains 47888 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 80465 members 
Mstep: Class 20 contains 64702 members 
Mstep: Class 21 contains 64795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148688.000000 Penalty: 33526.671875
Iteration 212Q: 16 clusters Score -9.414869e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 28259 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48001 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34569 members 
Mstep: Class 11 contains 167893 members 
Mstep: Class 12 contains 328453 members 
Mstep: Class 14 contains 47892 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 80475 members 
Mstep: Class 20 contains 64716 members 
Mstep: Class 21 contains 64815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148664.000000 Penalty: 33526.671875
Iteration 213Q: 16 clusters Score -9.414866e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 28264 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48006 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34583 members 
Mstep: Class 11 contains 167825 members 
Mstep: Class 12 contains 328466 members 
Mstep: Class 14 contains 47890 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 80487 members 
Mstep: Class 20 contains 64723 members 
Mstep: Class 21 contains 64833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148664.000000 Penalty: 33526.671875
Iteration 214Q: 16 clusters Score -9.414866e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48005 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34601 members 
Mstep: Class 11 contains 167756 members 
Mstep: Class 12 contains 328480 members 
Mstep: Class 14 contains 47890 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 80502 members 
Mstep: Class 20 contains 64735 members 
Mstep: Class 21 contains 64846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148600.000000 Penalty: 33526.671875
Iteration 215Q: 16 clusters Score -9.41486e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 28269 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48009 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34615 members 
Mstep: Class 11 contains 167682 members 
Mstep: Class 12 contains 328491 members 
Mstep: Class 14 contains 47894 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 80519 members 
Mstep: Class 20 contains 64749 members 
Mstep: Class 21 contains 64859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148512.000000 Penalty: 33526.671875
Iteration 216Q: 16 clusters Score -9.414851e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 28273 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48011 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34629 members 
Mstep: Class 11 contains 167610 members 
Mstep: Class 12 contains 328490 members 
Mstep: Class 14 contains 47899 members 
Mstep: Class 16 contains 3326 members 
Mstep: Class 17 contains 80536 members 
Mstep: Class 20 contains 64760 members 
Mstep: Class 21 contains 64880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148648.000000 Penalty: 33526.671875
Iteration 217Q: 16 clusters Score -9.414865e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 28279 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48014 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 34640 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 328497 members 
Mstep: Class 14 contains 47907 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 80551 members 
Mstep: Class 20 contains 64769 members 
Mstep: Class 21 contains 64894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148536.000000 Penalty: 33526.671875
Iteration 218Q: 16 clusters Score -9.414854e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 28280 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48021 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34660 members 
Mstep: Class 11 contains 167467 members 
Mstep: Class 12 contains 328505 members 
Mstep: Class 14 contains 47913 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 80576 members 
Mstep: Class 20 contains 64777 members 
Mstep: Class 21 contains 64907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148528.000000 Penalty: 33526.671875
Iteration 219Q: 16 clusters Score -9.414853e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 28282 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48020 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34675 members 
Mstep: Class 11 contains 167407 members 
Mstep: Class 12 contains 328511 members 
Mstep: Class 14 contains 47919 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 80597 members 
Mstep: Class 20 contains 64784 members 
Mstep: Class 21 contains 64917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148504.000000 Penalty: 33526.671875
Iteration 220F: 16 clusters Score -9.41485e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 28284 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48015 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34686 members 
Mstep: Class 11 contains 167351 members 
Mstep: Class 12 contains 328524 members 
Mstep: Class 14 contains 47918 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 80611 members 
Mstep: Class 20 contains 64800 members 
Mstep: Class 21 contains 64926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148552.000000 Penalty: 33526.671875
Iteration 221Q: 16 clusters Score -9.414855e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 28282 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48010 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34701 members 
Mstep: Class 11 contains 167308 members 
Mstep: Class 12 contains 328538 members 
Mstep: Class 14 contains 47919 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 80623 members 
Mstep: Class 20 contains 64811 members 
Mstep: Class 21 contains 64934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148584.000000 Penalty: 33526.671875
Iteration 222Q: 16 clusters Score -9.414858e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 28285 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48006 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34715 members 
Mstep: Class 11 contains 167250 members 
Mstep: Class 12 contains 328548 members 
Mstep: Class 14 contains 47923 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 80638 members 
Mstep: Class 20 contains 64826 members 
Mstep: Class 21 contains 64943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148448.000000 Penalty: 33526.671875
Iteration 223Q: 16 clusters Score -9.414845e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 28288 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48004 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34729 members 
Mstep: Class 11 contains 167191 members 
Mstep: Class 12 contains 328561 members 
Mstep: Class 14 contains 47926 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 80655 members 
Mstep: Class 20 contains 64834 members 
Mstep: Class 21 contains 64955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148496.000000 Penalty: 33526.671875
Iteration 224Q: 16 clusters Score -9.41485e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 28286 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 47996 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34747 members 
Mstep: Class 11 contains 167138 members 
Mstep: Class 12 contains 328579 members 
Mstep: Class 14 contains 47926 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 80673 members 
Mstep: Class 20 contains 64838 members 
Mstep: Class 21 contains 64969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148424.000000 Penalty: 33526.671875
Iteration 225Q: 16 clusters Score -9.414842e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 28289 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 47997 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34762 members 
Mstep: Class 11 contains 167073 members 
Mstep: Class 12 contains 328580 members 
Mstep: Class 14 contains 47932 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 80686 members 
Mstep: Class 20 contains 64856 members 
Mstep: Class 21 contains 64985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148416.000000 Penalty: 33526.671875
Iteration 226Q: 16 clusters Score -9.414842e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 28293 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 47999 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34773 members 
Mstep: Class 11 contains 166994 members 
Mstep: Class 12 contains 328585 members 
Mstep: Class 14 contains 47936 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 80698 members 
Mstep: Class 20 contains 64879 members 
Mstep: Class 21 contains 64999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148400.000000 Penalty: 33526.671875
Iteration 227Q: 16 clusters Score -9.41484e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 28300 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48003 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34779 members 
Mstep: Class 11 contains 166935 members 
Mstep: Class 12 contains 328594 members 
Mstep: Class 14 contains 47939 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 80703 members 
Mstep: Class 20 contains 64898 members 
Mstep: Class 21 contains 65011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148560.000000 Penalty: 33526.671875
Iteration 228Q: 16 clusters Score -9.414856e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 28305 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48004 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34784 members 
Mstep: Class 11 contains 166879 members 
Mstep: Class 12 contains 328609 members 
Mstep: Class 14 contains 47944 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 80707 members 
Mstep: Class 20 contains 64916 members 
Mstep: Class 21 contains 65026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148528.000000 Penalty: 33526.671875
Iteration 229Q: 16 clusters Score -9.414853e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 28302 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48007 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34791 members 
Mstep: Class 11 contains 166838 members 
Mstep: Class 12 contains 328608 members 
Mstep: Class 14 contains 47947 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 80712 members 
Mstep: Class 20 contains 64937 members 
Mstep: Class 21 contains 65039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148544.000000 Penalty: 33526.671875
Iteration 230Q: 16 clusters Score -9.414854e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 28302 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48011 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34794 members 
Mstep: Class 11 contains 166784 members 
Mstep: Class 12 contains 328611 members 
Mstep: Class 14 contains 47950 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 80723 members 
Mstep: Class 20 contains 64957 members 
Mstep: Class 21 contains 65055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148496.000000 Penalty: 33526.671875
Iteration 231Q: 16 clusters Score -9.41485e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 28303 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48014 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34796 members 
Mstep: Class 11 contains 166734 members 
Mstep: Class 12 contains 328618 members 
Mstep: Class 14 contains 47953 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 80735 members 
Mstep: Class 20 contains 64976 members 
Mstep: Class 21 contains 65063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148552.000000 Penalty: 33526.671875
Iteration 232Q: 16 clusters Score -9.414855e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 28302 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48014 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34800 members 
Mstep: Class 11 contains 166698 members 
Mstep: Class 12 contains 328617 members 
Mstep: Class 14 contains 47955 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 80740 members 
Mstep: Class 20 contains 64996 members 
Mstep: Class 21 contains 65073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148576.000000 Penalty: 33526.671875
Iteration 233Q: 16 clusters Score -9.414858e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 28301 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48016 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34809 members 
Mstep: Class 11 contains 166652 members 
Mstep: Class 12 contains 328603 members 
Mstep: Class 14 contains 47963 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 80744 members 
Mstep: Class 20 contains 65017 members 
Mstep: Class 21 contains 65091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148600.000000 Penalty: 33526.671875
Iteration 234Q: 16 clusters Score -9.41486e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 28296 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48014 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34819 members 
Mstep: Class 11 contains 166618 members 
Mstep: Class 12 contains 328592 members 
Mstep: Class 14 contains 47971 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 80749 members 
Mstep: Class 20 contains 65035 members 
Mstep: Class 21 contains 65110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148568.000000 Penalty: 33526.671875
Iteration 235Q: 16 clusters Score -9.414857e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 28294 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48015 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34828 members 
Mstep: Class 11 contains 166576 members 
Mstep: Class 12 contains 328595 members 
Mstep: Class 14 contains 47977 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 80759 members 
Mstep: Class 20 contains 65048 members 
Mstep: Class 21 contains 65115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148624.000000 Penalty: 33526.671875
Iteration 236Q: 16 clusters Score -9.414862e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 28293 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48015 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34835 members 
Mstep: Class 11 contains 166543 members 
Mstep: Class 12 contains 328595 members 
Mstep: Class 14 contains 47980 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 80767 members 
Mstep: Class 20 contains 65059 members 
Mstep: Class 21 contains 65125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148632.000000 Penalty: 33526.671875
Iteration 237Q: 16 clusters Score -9.414863e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 28291 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48018 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34843 members 
Mstep: Class 11 contains 166490 members 
Mstep: Class 12 contains 328603 members 
Mstep: Class 14 contains 47986 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 80773 members 
Mstep: Class 20 contains 65071 members 
Mstep: Class 21 contains 65143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148688.000000 Penalty: 33526.671875
Iteration 238Q: 16 clusters Score -9.414869e+07 nChanged 113
Entering ConstructFrom: 
Score: -94148688.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (57824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Entering Unmasked Estep 
Score: -5736331.000000 Penalty: 1781.838379
	Iteration 0F: 2 clusters Score -5736331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -5697722.000000 Penalty: 3563.676758
	Iteration 0F: 3 clusters Score -5697722 nChanged 27061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -5712973.000000 Penalty: 3563.676758
	Iteration 1F: 3 clusters Score -5712973 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -5713728.000000 Penalty: 3563.676758
	Iteration 2Q: 3 clusters Score -5713728 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -5714777.500000 Penalty: 3563.676758
	Iteration 3Q: 3 clusters Score -5714778 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -5716426.000000 Penalty: 3563.676758
	Iteration 4F: 3 clusters Score -5716426 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -5719028.500000 Penalty: 3563.676758
	Iteration 5F: 3 clusters Score -5719028 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -5722835.500000 Penalty: 3563.676758
	Iteration 6F: 3 clusters Score -5722836 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -5727172.000000 Penalty: 3563.676758
	Iteration 7F: 3 clusters Score -5727172 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -5730981.000000 Penalty: 3563.676758
	Iteration 8F: 3 clusters Score -5730981 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -5733254.000000 Penalty: 3563.676758
	Iteration 9Q: 3 clusters Score -5733254 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -5734358.500000 Penalty: 3563.676758
	Iteration 10Q: 3 clusters Score -5734358 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -5734854.500000 Penalty: 3563.676758
	Iteration 11Q: 3 clusters Score -5734854 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -5735122.500000 Penalty: 3563.676758
	Iteration 12Q: 3 clusters Score -5735122 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -5735283.500000 Penalty: 3563.676758
	Iteration 13Q: 3 clusters Score -5735284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -5735395.500000 Penalty: 3563.676758
	Iteration 14Q: 3 clusters Score -5735396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -5735476.500000 Penalty: 3563.676758
	Iteration 15Q: 3 clusters Score -5735476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -5735510.500000 Penalty: 3563.676758
	Iteration 16Q: 3 clusters Score -5735510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -5735527.500000 Penalty: 3563.676758
	Iteration 17Q: 3 clusters Score -5735528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -5735551.500000 Penalty: 3563.676758
	Iteration 18Q: 3 clusters Score -5735552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -5735569.000000 Penalty: 3563.676758
	Iteration 19Q: 3 clusters Score -5735569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -5735585.500000 Penalty: 3563.676758
	Iteration 20F: 3 clusters Score -5735586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -5735591.500000 Penalty: 3563.676758
	Iteration 21Q: 3 clusters Score -5735592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -5735590.500000 Penalty: 3563.676758
	Iteration 22Q: 3 clusters Score -5735590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -5735596.000000 Penalty: 3563.676758
	Iteration 23Q: 3 clusters Score -5735596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -5735596.500000 Penalty: 3563.676758
	Iteration 24Q: 3 clusters Score -5735596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -5735605.500000 Penalty: 3563.676758
	Iteration 25Q: 3 clusters Score -5735606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -5735617.500000 Penalty: 3563.676758
	Iteration 26Q: 3 clusters Score -5735618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -5735616.500000 Penalty: 3563.676758
	Iteration 27Q: 3 clusters Score -5735616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -5735614.500000 Penalty: 3563.676758
	Iteration 28Q: 3 clusters Score -5735614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -5735614.500000 Penalty: 3563.676758
	Iteration 29F: 3 clusters Score -5735614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Entering Unmasked Estep 
Score: -2920623.250000 Penalty: 1665.656250
	Iteration 0F: 2 clusters Score -2920623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2901550.500000 Penalty: 3331.312500
	Iteration 0F: 3 clusters Score -2901550 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2908589.750000 Penalty: 3331.312500
	Iteration 1F: 3 clusters Score -2908590 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2908910.250000 Penalty: 3331.312500
	Iteration 2Q: 3 clusters Score -2908910 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2909178.000000 Penalty: 3331.312500
	Iteration 3Q: 3 clusters Score -2909178 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2909432.750000 Penalty: 3331.312500
	Iteration 4Q: 3 clusters Score -2909433 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2909652.750000 Penalty: 3331.312500
	Iteration 5Q: 3 clusters Score -2909653 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2909851.750000 Penalty: 3331.312500
	Iteration 6Q: 3 clusters Score -2909852 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2910119.250000 Penalty: 3331.312500
	Iteration 7Q: 3 clusters Score -2910119 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2910478.500000 Penalty: 3331.312500
	Iteration 8Q: 3 clusters Score -2910478 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2911001.250000 Penalty: 3331.312500
	Iteration 9Q: 3 clusters Score -2911001 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2911787.750000 Penalty: 3331.312500
	Iteration 10Q: 3 clusters Score -2911788 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2912900.250000 Penalty: 3331.312500
	Iteration 11F: 3 clusters Score -2912900 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2914467.000000 Penalty: 3331.312500
	Iteration 12F: 3 clusters Score -2914467 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -2916243.500000 Penalty: 3331.312500
	Iteration 13F: 3 clusters Score -2916244 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -2917669.000000 Penalty: 3331.312500
	Iteration 14F: 3 clusters Score -2917669 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -2918524.000000 Penalty: 3331.312500
	Iteration 15Q: 3 clusters Score -2918524 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -2918865.500000 Penalty: 3331.312500
	Iteration 16Q: 3 clusters Score -2918866 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -2919029.500000 Penalty: 3331.312500
	Iteration 17Q: 3 clusters Score -2919030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -2919092.250000 Penalty: 3331.312500
	Iteration 18Q: 3 clusters Score -2919092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -2919123.750000 Penalty: 3331.312500
	Iteration 19Q: 3 clusters Score -2919124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -2919144.500000 Penalty: 3331.312500
	Iteration 20F: 3 clusters Score -2919144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -2919165.750000 Penalty: 3331.312500
	Iteration 21Q: 3 clusters Score -2919166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -2919175.250000 Penalty: 3331.312500
	Iteration 22Q: 3 clusters Score -2919175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -2919180.250000 Penalty: 3331.312500
	Iteration 23Q: 3 clusters Score -2919180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -2919180.250000 Penalty: 3331.312500
	Iteration 24F: 3 clusters Score -2919180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -199737.250000 Penalty: 1239.159180
	Iteration 0F: 2 clusters Score -199737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -197643.765625 Penalty: 2478.318359
	Iteration 0F: 3 clusters Score -197643.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -198135.656250 Penalty: 2478.318359
	Iteration 1F: 3 clusters Score -198135.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -198262.109375 Penalty: 2478.318359
	Iteration 2F: 3 clusters Score -198262.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -198349.656250 Penalty: 2478.318359
	Iteration 3F: 3 clusters Score -198349.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -198405.765625 Penalty: 2478.318359
	Iteration 4Q: 3 clusters Score -198405.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -198457.062500 Penalty: 2478.318359
	Iteration 5Q: 3 clusters Score -198457.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -198516.421875 Penalty: 2478.318359
	Iteration 6Q: 3 clusters Score -198516.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -198578.750000 Penalty: 2478.318359
	Iteration 7Q: 3 clusters Score -198578.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -198640.531250 Penalty: 2478.318359
	Iteration 8Q: 3 clusters Score -198640.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -198704.203125 Penalty: 2478.318359
	Iteration 9Q: 3 clusters Score -198704.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -198755.984375 Penalty: 2478.318359
	Iteration 10Q: 3 clusters Score -198756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -198784.796875 Penalty: 2478.318359
	Iteration 11Q: 3 clusters Score -198784.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -198799.328125 Penalty: 2478.318359
	Iteration 12Q: 3 clusters Score -198799.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -198806.796875 Penalty: 2478.318359
	Iteration 13Q: 3 clusters Score -198806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -198813.718750 Penalty: 2478.318359
	Iteration 14Q: 3 clusters Score -198813.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -198820.078125 Penalty: 2478.318359
	Iteration 15Q: 3 clusters Score -198820.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -198826.562500 Penalty: 2478.318359
	Iteration 16Q: 3 clusters Score -198826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -198831.984375 Penalty: 2478.318359
	Iteration 17Q: 3 clusters Score -198832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -198837.468750 Penalty: 2478.318359
	Iteration 18Q: 3 clusters Score -198837.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -198845.312500 Penalty: 2478.318359
	Iteration 19Q: 3 clusters Score -198845.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -198849.546875 Penalty: 2478.318359
	Iteration 20F: 3 clusters Score -198849.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -198854.218750 Penalty: 2478.318359
	Iteration 21Q: 3 clusters Score -198854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -198857.203125 Penalty: 2478.318359
	Iteration 22Q: 3 clusters Score -198857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -198858.093750 Penalty: 2478.318359
	Iteration 23Q: 3 clusters Score -198858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -198859.031250 Penalty: 2478.318359
	Iteration 24Q: 3 clusters Score -198859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -198859.234375 Penalty: 2478.318359
	Iteration 25Q: 3 clusters Score -198859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -198860.640625 Penalty: 2478.318359
	Iteration 26Q: 3 clusters Score -198860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -198864.687500 Penalty: 2478.318359
	Iteration 27Q: 3 clusters Score -198864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -198869.265625 Penalty: 2478.318359
	Iteration 28Q: 3 clusters Score -198869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -198874.187500 Penalty: 2478.318359
	Iteration 29Q: 3 clusters Score -198874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -198876.812500 Penalty: 2478.318359
	Iteration 30Q: 3 clusters Score -198876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -198878.625000 Penalty: 2478.318359
	Iteration 31Q: 3 clusters Score -198878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -198882.171875 Penalty: 2478.318359
	Iteration 32Q: 3 clusters Score -198882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -198885.062500 Penalty: 2478.318359
	Iteration 33Q: 3 clusters Score -198885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -198886.890625 Penalty: 2478.318359
	Iteration 34Q: 3 clusters Score -198886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -198890.593750 Penalty: 2478.318359
	Iteration 35Q: 3 clusters Score -198890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -198893.328125 Penalty: 2478.318359
	Iteration 36Q: 3 clusters Score -198893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -198897.312500 Penalty: 2478.318359
	Iteration 37Q: 3 clusters Score -198897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -198900.578125 Penalty: 2478.318359
	Iteration 38Q: 3 clusters Score -198900.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -198904.796875 Penalty: 2478.318359
	Iteration 39Q: 3 clusters Score -198904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -198906.843750 Penalty: 2478.318359
	Iteration 40F: 3 clusters Score -198906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -198909.796875 Penalty: 2478.318359
	Iteration 41Q: 3 clusters Score -198909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -198914.718750 Penalty: 2478.318359
	Iteration 42Q: 3 clusters Score -198914.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -198917.640625 Penalty: 2478.318359
	Iteration 43Q: 3 clusters Score -198917.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -198920.250000 Penalty: 2478.318359
	Iteration 44Q: 3 clusters Score -198920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -198921.890625 Penalty: 2478.318359
	Iteration 45Q: 3 clusters Score -198921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -198924.906250 Penalty: 2478.318359
	Iteration 46Q: 3 clusters Score -198924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -198927.156250 Penalty: 2478.318359
	Iteration 47Q: 3 clusters Score -198927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -198928.828125 Penalty: 2478.318359
	Iteration 48Q: 3 clusters Score -198928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -198928.984375 Penalty: 2478.318359
	Iteration 49Q: 3 clusters Score -198929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -198929.671875 Penalty: 2478.318359
	Iteration 50Q: 3 clusters Score -198929.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -198932.234375 Penalty: 2478.318359
	Iteration 51Q: 3 clusters Score -198932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -198932.921875 Penalty: 2478.318359
	Iteration 52Q: 3 clusters Score -198932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -198933.546875 Penalty: 2478.318359
	Iteration 53Q: 3 clusters Score -198933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -198934.218750 Penalty: 2478.318359
	Iteration 54Q: 3 clusters Score -198934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -198935.718750 Penalty: 2478.318359
	Iteration 55Q: 3 clusters Score -198935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -198935.718750 Penalty: 2478.318359
	Iteration 56F: 3 clusters Score -198935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Entering Unmasked Estep 
Score: -4944234.000000 Penalty: 1751.641357
	Iteration 0F: 2 clusters Score -4944234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4912228.000000 Penalty: 3503.282715
	Iteration 0F: 3 clusters Score -4912228 nChanged 22565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4924820.500000 Penalty: 3503.282715
	Iteration 1F: 3 clusters Score -4924820 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -4925255.500000 Penalty: 3503.282715
	Iteration 2Q: 3 clusters Score -4925256 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4925745.500000 Penalty: 3503.282715
	Iteration 3Q: 3 clusters Score -4925746 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4926266.500000 Penalty: 3503.282715
	Iteration 4Q: 3 clusters Score -4926266 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4926966.500000 Penalty: 3503.282715
	Iteration 5Q: 3 clusters Score -4926966 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4927953.500000 Penalty: 3503.282715
	Iteration 6Q: 3 clusters Score -4927954 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4929473.500000 Penalty: 3503.282715
	Iteration 7F: 3 clusters Score -4929474 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4931481.500000 Penalty: 3503.282715
	Iteration 8F: 3 clusters Score -4931482 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4933423.000000 Penalty: 3503.282715
	Iteration 9F: 3 clusters Score -4933423 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4934902.500000 Penalty: 3503.282715
	Iteration 10Q: 3 clusters Score -4934902 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -4935886.500000 Penalty: 3503.282715
	Iteration 11Q: 3 clusters Score -4935886 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4936432.000000 Penalty: 3503.282715
	Iteration 12Q: 3 clusters Score -4936432 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4936874.000000 Penalty: 3503.282715
	Iteration 13Q: 3 clusters Score -4936874 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4937284.000000 Penalty: 3503.282715
	Iteration 14Q: 3 clusters Score -4937284 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4937682.500000 Penalty: 3503.282715
	Iteration 15Q: 3 clusters Score -4937682 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -4938112.500000 Penalty: 3503.282715
	Iteration 16Q: 3 clusters Score -4938112 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4938543.500000 Penalty: 3503.282715
	Iteration 17Q: 3 clusters Score -4938544 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4939030.500000 Penalty: 3503.282715
	Iteration 18Q: 3 clusters Score -4939030 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -4939586.500000 Penalty: 3503.282715
	Iteration 19Q: 3 clusters Score -4939586 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -4940130.000000 Penalty: 3503.282715
	Iteration 20F: 3 clusters Score -4940130 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4940715.500000 Penalty: 3503.282715
	Iteration 21Q: 3 clusters Score -4940716 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4941212.500000 Penalty: 3503.282715
	Iteration 22Q: 3 clusters Score -4941212 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4941588.500000 Penalty: 3503.282715
	Iteration 23Q: 3 clusters Score -4941588 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4941971.500000 Penalty: 3503.282715
	Iteration 24Q: 3 clusters Score -4941972 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4942296.000000 Penalty: 3503.282715
	Iteration 25Q: 3 clusters Score -4942296 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4942510.000000 Penalty: 3503.282715
	Iteration 26Q: 3 clusters Score -4942510 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4942659.500000 Penalty: 3503.282715
	Iteration 27Q: 3 clusters Score -4942660 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4942778.000000 Penalty: 3503.282715
	Iteration 28Q: 3 clusters Score -4942778 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4942859.500000 Penalty: 3503.282715
	Iteration 29Q: 3 clusters Score -4942860 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4942918.500000 Penalty: 3503.282715
	Iteration 30Q: 3 clusters Score -4942918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4942958.500000 Penalty: 3503.282715
	Iteration 31Q: 3 clusters Score -4942958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4942979.500000 Penalty: 3503.282715
	Iteration 32Q: 3 clusters Score -4942980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4942991.000000 Penalty: 3503.282715
	Iteration 33Q: 3 clusters Score -4942991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4942996.500000 Penalty: 3503.282715
	Iteration 34Q: 3 clusters Score -4942996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4943016.000000 Penalty: 3503.282715
	Iteration 35Q: 3 clusters Score -4943016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4943020.000000 Penalty: 3503.282715
	Iteration 36Q: 3 clusters Score -4943020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4943025.500000 Penalty: 3503.282715
	Iteration 37Q: 3 clusters Score -4943026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4943028.500000 Penalty: 3503.282715
	Iteration 38Q: 3 clusters Score -4943028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4943038.500000 Penalty: 3503.282715
	Iteration 39Q: 3 clusters Score -4943038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4943076.500000 Penalty: 3503.282715
	Iteration 40F: 3 clusters Score -4943076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4943096.000000 Penalty: 3503.282715
	Iteration 41Q: 3 clusters Score -4943096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4943099.000000 Penalty: 3503.282715
	Iteration 42Q: 3 clusters Score -4943099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4943102.500000 Penalty: 3503.282715
	Iteration 43Q: 3 clusters Score -4943102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4943103.500000 Penalty: 3503.282715
	Iteration 44Q: 3 clusters Score -4943104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4943103.500000 Penalty: 3503.282715
	Iteration 45Q: 3 clusters Score -4943104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4943106.000000 Penalty: 3503.282715
	Iteration 46Q: 3 clusters Score -4943106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4943105.000000 Penalty: 3503.282715
	Iteration 47Q: 3 clusters Score -4943105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4943104.500000 Penalty: 3503.282715
	Iteration 48Q: 3 clusters Score -4943104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4943104.500000 Penalty: 3503.282715
	Iteration 49F: 3 clusters Score -4943104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -284468.093750 Penalty: 1301.305298
	Iteration 0F: 2 clusters Score -284468.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -281802.812500 Penalty: 2602.610596
	Iteration 0F: 3 clusters Score -281802.8 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -282515.593750 Penalty: 2602.610596
	Iteration 1F: 3 clusters Score -282515.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -282726.000000 Penalty: 2602.610596
	Iteration 2F: 3 clusters Score -282726 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -282919.843750 Penalty: 2602.610596
	Iteration 3F: 3 clusters Score -282919.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -283120.187500 Penalty: 2602.610596
	Iteration 4F: 3 clusters Score -283120.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -283272.843750 Penalty: 2602.610596
	Iteration 5Q: 3 clusters Score -283272.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -283372.343750 Penalty: 2602.610596
	Iteration 6Q: 3 clusters Score -283372.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -283482.687500 Penalty: 2602.610596
	Iteration 7Q: 3 clusters Score -283482.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -283591.062500 Penalty: 2602.610596
	Iteration 8Q: 3 clusters Score -283591.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -283704.062500 Penalty: 2602.610596
	Iteration 9Q: 3 clusters Score -283704.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -283820.593750 Penalty: 2602.610596
	Iteration 10Q: 3 clusters Score -283820.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -283910.625000 Penalty: 2602.610596
	Iteration 11Q: 3 clusters Score -283910.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -283963.906250 Penalty: 2602.610596
	Iteration 12Q: 3 clusters Score -283963.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -284007.500000 Penalty: 2602.610596
	Iteration 13Q: 3 clusters Score -284007.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -284032.843750 Penalty: 2602.610596
	Iteration 14Q: 3 clusters Score -284032.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -284054.187500 Penalty: 2602.610596
	Iteration 15Q: 3 clusters Score -284054.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -284067.031250 Penalty: 2602.610596
	Iteration 16Q: 3 clusters Score -284067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -284073.906250 Penalty: 2602.610596
	Iteration 17Q: 3 clusters Score -284073.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -284081.500000 Penalty: 2602.610596
	Iteration 18Q: 3 clusters Score -284081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -284087.437500 Penalty: 2602.610596
	Iteration 19Q: 3 clusters Score -284087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -284116.250000 Penalty: 2602.610596
	Iteration 20F: 3 clusters Score -284116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -284163.343750 Penalty: 2602.610596
	Iteration 21Q: 3 clusters Score -284163.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -284200.875000 Penalty: 2602.610596
	Iteration 22Q: 3 clusters Score -284200.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -284210.437500 Penalty: 2602.610596
	Iteration 23Q: 3 clusters Score -284210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -284213.437500 Penalty: 2602.610596
	Iteration 24Q: 3 clusters Score -284213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -284213.937500 Penalty: 2602.610596
	Iteration 25Q: 3 clusters Score -284213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -284214.593750 Penalty: 2602.610596
	Iteration 26Q: 3 clusters Score -284214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -284215.093750 Penalty: 2602.610596
	Iteration 27Q: 3 clusters Score -284215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -284215.093750 Penalty: 2602.610596
	Iteration 28F: 3 clusters Score -284215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -649968.875000 Penalty: 1433.267578
	Iteration 0F: 2 clusters Score -649968.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -644857.562500 Penalty: 2866.535156
	Iteration 0F: 3 clusters Score -644857.6 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -646589.687500 Penalty: 2866.535156
	Iteration 1F: 3 clusters Score -646589.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -647122.500000 Penalty: 2866.535156
	Iteration 2F: 3 clusters Score -647122.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -647668.812500 Penalty: 2866.535156
	Iteration 3F: 3 clusters Score -647668.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -648177.687500 Penalty: 2866.535156
	Iteration 4F: 3 clusters Score -648177.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -648646.187500 Penalty: 2866.535156
	Iteration 5F: 3 clusters Score -648646.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -649027.687500 Penalty: 2866.535156
	Iteration 6F: 3 clusters Score -649027.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -649306.187500 Penalty: 2866.535156
	Iteration 7F: 3 clusters Score -649306.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -649478.500000 Penalty: 2866.535156
	Iteration 8Q: 3 clusters Score -649478.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -649586.375000 Penalty: 2866.535156
	Iteration 9Q: 3 clusters Score -649586.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -649676.375000 Penalty: 2866.535156
	Iteration 10Q: 3 clusters Score -649676.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -649743.500000 Penalty: 2866.535156
	Iteration 11Q: 3 clusters Score -649743.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -649792.125000 Penalty: 2866.535156
	Iteration 12Q: 3 clusters Score -649792.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -649831.875000 Penalty: 2866.535156
	Iteration 13Q: 3 clusters Score -649831.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -649854.000000 Penalty: 2866.535156
	Iteration 14Q: 3 clusters Score -649854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -649865.937500 Penalty: 2866.535156
	Iteration 15Q: 3 clusters Score -649865.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -649879.812500 Penalty: 2866.535156
	Iteration 16Q: 3 clusters Score -649879.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -649890.500000 Penalty: 2866.535156
	Iteration 17Q: 3 clusters Score -649890.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -649898.937500 Penalty: 2866.535156
	Iteration 18Q: 3 clusters Score -649898.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -649907.125000 Penalty: 2866.535156
	Iteration 19Q: 3 clusters Score -649907.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -649915.250000 Penalty: 2866.535156
	Iteration 20F: 3 clusters Score -649915.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -649920.312500 Penalty: 2866.535156
	Iteration 21Q: 3 clusters Score -649920.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -649925.750000 Penalty: 2866.535156
	Iteration 22Q: 3 clusters Score -649925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -649927.312500 Penalty: 2866.535156
	Iteration 23Q: 3 clusters Score -649927.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -649928.687500 Penalty: 2866.535156
	Iteration 24Q: 3 clusters Score -649928.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -649933.687500 Penalty: 2866.535156
	Iteration 25Q: 3 clusters Score -649933.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -649937.500000 Penalty: 2866.535156
	Iteration 26Q: 3 clusters Score -649937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -649937.875000 Penalty: 2866.535156
	Iteration 27Q: 3 clusters Score -649937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -649937.875000 Penalty: 2866.535156
	Iteration 28F: 3 clusters Score -649937.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -267040.031250 Penalty: 1278.963989
	Iteration 0F: 2 clusters Score -267040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -264552.656250 Penalty: 2557.927979
	Iteration 0F: 3 clusters Score -264552.7 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -265082.843750 Penalty: 2557.927979
	Iteration 1F: 3 clusters Score -265082.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -265213.281250 Penalty: 2557.927979
	Iteration 2F: 3 clusters Score -265213.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -265283.531250 Penalty: 2557.927979
	Iteration 3Q: 3 clusters Score -265283.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -265331.406250 Penalty: 2557.927979
	Iteration 4Q: 3 clusters Score -265331.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -265360.843750 Penalty: 2557.927979
	Iteration 5Q: 3 clusters Score -265360.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -265382.562500 Penalty: 2557.927979
	Iteration 6Q: 3 clusters Score -265382.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -265400.531250 Penalty: 2557.927979
	Iteration 7Q: 3 clusters Score -265400.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -265418.312500 Penalty: 2557.927979
	Iteration 8Q: 3 clusters Score -265418.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -265433.218750 Penalty: 2557.927979
	Iteration 9Q: 3 clusters Score -265433.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -265446.687500 Penalty: 2557.927979
	Iteration 10Q: 3 clusters Score -265446.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -265465.312500 Penalty: 2557.927979
	Iteration 11Q: 3 clusters Score -265465.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -265476.250000 Penalty: 2557.927979
	Iteration 12Q: 3 clusters Score -265476.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -265482.750000 Penalty: 2557.927979
	Iteration 13Q: 3 clusters Score -265482.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -265486.468750 Penalty: 2557.927979
	Iteration 14Q: 3 clusters Score -265486.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -265489.937500 Penalty: 2557.927979
	Iteration 15Q: 3 clusters Score -265489.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -265492.843750 Penalty: 2557.927979
	Iteration 16Q: 3 clusters Score -265492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -265494.718750 Penalty: 2557.927979
	Iteration 17Q: 3 clusters Score -265494.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -265496.687500 Penalty: 2557.927979
	Iteration 18Q: 3 clusters Score -265496.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -265497.781250 Penalty: 2557.927979
	Iteration 19Q: 3 clusters Score -265497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -265498.437500 Penalty: 2557.927979
	Iteration 20F: 3 clusters Score -265498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -265499.312500 Penalty: 2557.927979
	Iteration 21Q: 3 clusters Score -265499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -265499.187500 Penalty: 2557.927979
	Iteration 22Q: 3 clusters Score -265499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -265499.343750 Penalty: 2557.927979
	Iteration 23Q: 3 clusters Score -265499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -265499.812500 Penalty: 2557.927979
	Iteration 24Q: 3 clusters Score -265499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -265500.750000 Penalty: 2557.927979
	Iteration 25Q: 3 clusters Score -265500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -265502.562500 Penalty: 2557.927979
	Iteration 26Q: 3 clusters Score -265502.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -265503.312500 Penalty: 2557.927979
	Iteration 27Q: 3 clusters Score -265503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -265504.093750 Penalty: 2557.927979
	Iteration 28Q: 3 clusters Score -265504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -265505.687500 Penalty: 2557.927979
	Iteration 29Q: 3 clusters Score -265505.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -265507.562500 Penalty: 2557.927979
	Iteration 30Q: 3 clusters Score -265507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -265509.281250 Penalty: 2557.927979
	Iteration 31Q: 3 clusters Score -265509.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -265512.125000 Penalty: 2557.927979
	Iteration 32Q: 3 clusters Score -265512.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -265514.968750 Penalty: 2557.927979
	Iteration 33Q: 3 clusters Score -265515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -265520.687500 Penalty: 2557.927979
	Iteration 34Q: 3 clusters Score -265520.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -265525.875000 Penalty: 2557.927979
	Iteration 35Q: 3 clusters Score -265525.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -265531.156250 Penalty: 2557.927979
	Iteration 36Q: 3 clusters Score -265531.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -265536.968750 Penalty: 2557.927979
	Iteration 37Q: 3 clusters Score -265537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -265541.312500 Penalty: 2557.927979
	Iteration 38Q: 3 clusters Score -265541.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -265546.687500 Penalty: 2557.927979
	Iteration 39Q: 3 clusters Score -265546.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -265550.437500 Penalty: 2557.927979
	Iteration 40F: 3 clusters Score -265550.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -265554.187500 Penalty: 2557.927979
	Iteration 41Q: 3 clusters Score -265554.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -265558.250000 Penalty: 2557.927979
	Iteration 42Q: 3 clusters Score -265558.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -265563.812500 Penalty: 2557.927979
	Iteration 43Q: 3 clusters Score -265563.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -265571.218750 Penalty: 2557.927979
	Iteration 44Q: 3 clusters Score -265571.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -265583.375000 Penalty: 2557.927979
	Iteration 45Q: 3 clusters Score -265583.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -265593.656250 Penalty: 2557.927979
	Iteration 46Q: 3 clusters Score -265593.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -265602.187500 Penalty: 2557.927979
	Iteration 47Q: 3 clusters Score -265602.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -265611.843750 Penalty: 2557.927979
	Iteration 48Q: 3 clusters Score -265611.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -265622.343750 Penalty: 2557.927979
	Iteration 49Q: 3 clusters Score -265622.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -265629.750000 Penalty: 2557.927979
	Iteration 50Q: 3 clusters Score -265629.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -265638.750000 Penalty: 2557.927979
	Iteration 51Q: 3 clusters Score -265638.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -265647.406250 Penalty: 2557.927979
	Iteration 52Q: 3 clusters Score -265647.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -265654.875000 Penalty: 2557.927979
	Iteration 53Q: 3 clusters Score -265654.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -265664.250000 Penalty: 2557.927979
	Iteration 54Q: 3 clusters Score -265664.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -265674.343750 Penalty: 2557.927979
	Iteration 55Q: 3 clusters Score -265674.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -265688.250000 Penalty: 2557.927979
	Iteration 56Q: 3 clusters Score -265688.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -265701.062500 Penalty: 2557.927979
	Iteration 57Q: 3 clusters Score -265701.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -265706.687500 Penalty: 2557.927979
	Iteration 58Q: 3 clusters Score -265706.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -265714.781250 Penalty: 2557.927979
	Iteration 59Q: 3 clusters Score -265714.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -265723.406250 Penalty: 2557.927979
	Iteration 60F: 3 clusters Score -265723.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -265731.875000 Penalty: 2557.927979
	Iteration 61Q: 3 clusters Score -265731.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -265738.531250 Penalty: 2557.927979
	Iteration 62Q: 3 clusters Score -265738.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -265745.937500 Penalty: 2557.927979
	Iteration 63Q: 3 clusters Score -265745.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -265756.468750 Penalty: 2557.927979
	Iteration 64Q: 3 clusters Score -265756.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -265766.843750 Penalty: 2557.927979
	Iteration 65Q: 3 clusters Score -265766.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -265776.218750 Penalty: 2557.927979
	Iteration 66Q: 3 clusters Score -265776.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -265790.593750 Penalty: 2557.927979
	Iteration 67Q: 3 clusters Score -265790.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -265801.343750 Penalty: 2557.927979
	Iteration 68Q: 3 clusters Score -265801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -265815.718750 Penalty: 2557.927979
	Iteration 69Q: 3 clusters Score -265815.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -265829.843750 Penalty: 2557.927979
	Iteration 70Q: 3 clusters Score -265829.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -265844.000000 Penalty: 2557.927979
	Iteration 71Q: 3 clusters Score -265844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -265856.312500 Penalty: 2557.927979
	Iteration 72Q: 3 clusters Score -265856.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -265866.687500 Penalty: 2557.927979
	Iteration 73Q: 3 clusters Score -265866.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -265879.125000 Penalty: 2557.927979
	Iteration 74Q: 3 clusters Score -265879.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -265897.062500 Penalty: 2557.927979
	Iteration 75Q: 3 clusters Score -265897.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -265907.875000 Penalty: 2557.927979
	Iteration 76Q: 3 clusters Score -265907.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -265913.406250 Penalty: 2557.927979
	Iteration 77Q: 3 clusters Score -265913.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -265921.250000 Penalty: 2557.927979
	Iteration 78Q: 3 clusters Score -265921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -265926.218750 Penalty: 2557.927979
	Iteration 79Q: 3 clusters Score -265926.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -265931.031250 Penalty: 2557.927979
	Iteration 80F: 3 clusters Score -265931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -265933.781250 Penalty: 2557.927979
	Iteration 81Q: 3 clusters Score -265933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -265935.281250 Penalty: 2557.927979
	Iteration 82Q: 3 clusters Score -265935.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -265936.687500 Penalty: 2557.927979
	Iteration 83Q: 3 clusters Score -265936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -265937.531250 Penalty: 2557.927979
	Iteration 84Q: 3 clusters Score -265937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -265938.343750 Penalty: 2557.927979
	Iteration 85Q: 3 clusters Score -265938.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -265939.500000 Penalty: 2557.927979
	Iteration 86Q: 3 clusters Score -265939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -265941.812500 Penalty: 2557.927979
	Iteration 87Q: 3 clusters Score -265941.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -265946.250000 Penalty: 2557.927979
	Iteration 88Q: 3 clusters Score -265946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -265949.718750 Penalty: 2557.927979
	Iteration 89Q: 3 clusters Score -265949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -265954.218750 Penalty: 2557.927979
	Iteration 90Q: 3 clusters Score -265954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -265956.968750 Penalty: 2557.927979
	Iteration 91Q: 3 clusters Score -265957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -265958.968750 Penalty: 2557.927979
	Iteration 92Q: 3 clusters Score -265959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -265961.125000 Penalty: 2557.927979
	Iteration 93Q: 3 clusters Score -265961.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -265963.500000 Penalty: 2557.927979
	Iteration 94Q: 3 clusters Score -265963.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -265964.437500 Penalty: 2557.927979
	Iteration 95Q: 3 clusters Score -265964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -265969.187500 Penalty: 2557.927979
	Iteration 96Q: 3 clusters Score -265969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -265975.531250 Penalty: 2557.927979
	Iteration 97Q: 3 clusters Score -265975.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -265980.000000 Penalty: 2557.927979
	Iteration 98Q: 3 clusters Score -265980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -265981.281250 Penalty: 2557.927979
	Iteration 99Q: 3 clusters Score -265981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -265981.937500 Penalty: 2557.927979
	Iteration 100F: 3 clusters Score -265981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -265983.062500 Penalty: 2557.927979
	Iteration 101Q: 3 clusters Score -265983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -265985.125000 Penalty: 2557.927979
	Iteration 102Q: 3 clusters Score -265985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -265989.218750 Penalty: 2557.927979
	Iteration 103Q: 3 clusters Score -265989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -265993.218750 Penalty: 2557.927979
	Iteration 104Q: 3 clusters Score -265993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -265994.593750 Penalty: 2557.927979
	Iteration 105Q: 3 clusters Score -265994.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -265996.593750 Penalty: 2557.927979
	Iteration 106Q: 3 clusters Score -265996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -265998.281250 Penalty: 2557.927979
	Iteration 107Q: 3 clusters Score -265998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -265999.125000 Penalty: 2557.927979
	Iteration 108Q: 3 clusters Score -265999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -266002.781250 Penalty: 2557.927979
	Iteration 109Q: 3 clusters Score -266002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -266006.031250 Penalty: 2557.927979
	Iteration 110Q: 3 clusters Score -266006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -266010.312500 Penalty: 2557.927979
	Iteration 111Q: 3 clusters Score -266010.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -266011.093750 Penalty: 2557.927979
	Iteration 112Q: 3 clusters Score -266011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -266011.625000 Penalty: 2557.927979
	Iteration 113Q: 3 clusters Score -266011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -266014.406250 Penalty: 2557.927979
	Iteration 114Q: 3 clusters Score -266014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -266016.593750 Penalty: 2557.927979
	Iteration 115Q: 3 clusters Score -266016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -266016.968750 Penalty: 2557.927979
	Iteration 116Q: 3 clusters Score -266017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -266017.437500 Penalty: 2557.927979
	Iteration 117Q: 3 clusters Score -266017.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -266017.437500 Penalty: 2557.927979
	Iteration 118F: 3 clusters Score -266017.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Entering Unmasked Estep 
Score: -3597099.250000 Penalty: 1699.565796
	Iteration 0F: 2 clusters Score -3597099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3573615.750000 Penalty: 3399.131592
	Iteration 0F: 3 clusters Score -3573616 nChanged 16164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3582498.250000 Penalty: 3399.131592
	Iteration 1F: 3 clusters Score -3582498 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3582860.000000 Penalty: 3399.131592
	Iteration 2Q: 3 clusters Score -3582860 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3583222.000000 Penalty: 3399.131592
	Iteration 3Q: 3 clusters Score -3583222 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3583638.500000 Penalty: 3399.131592
	Iteration 4Q: 3 clusters Score -3583638 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3584097.250000 Penalty: 3399.131592
	Iteration 5Q: 3 clusters Score -3584097 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3584665.250000 Penalty: 3399.131592
	Iteration 6Q: 3 clusters Score -3584665 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3585416.000000 Penalty: 3399.131592
	Iteration 7Q: 3 clusters Score -3585416 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3586471.000000 Penalty: 3399.131592
	Iteration 8F: 3 clusters Score -3586471 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3587772.250000 Penalty: 3399.131592
	Iteration 9F: 3 clusters Score -3587772 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3589148.250000 Penalty: 3399.131592
	Iteration 10F: 3 clusters Score -3589148 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3590500.000000 Penalty: 3399.131592
	Iteration 11F: 3 clusters Score -3590500 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3591568.750000 Penalty: 3399.131592
	Iteration 12Q: 3 clusters Score -3591569 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3592211.250000 Penalty: 3399.131592
	Iteration 13Q: 3 clusters Score -3592211 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3592643.500000 Penalty: 3399.131592
	Iteration 14Q: 3 clusters Score -3592644 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3592960.000000 Penalty: 3399.131592
	Iteration 15Q: 3 clusters Score -3592960 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3593284.500000 Penalty: 3399.131592
	Iteration 16Q: 3 clusters Score -3593284 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -3593572.000000 Penalty: 3399.131592
	Iteration 17Q: 3 clusters Score -3593572 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3593853.750000 Penalty: 3399.131592
	Iteration 18Q: 3 clusters Score -3593854 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -3594112.000000 Penalty: 3399.131592
	Iteration 19Q: 3 clusters Score -3594112 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3594370.250000 Penalty: 3399.131592
	Iteration 20F: 3 clusters Score -3594370 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3594586.250000 Penalty: 3399.131592
	Iteration 21Q: 3 clusters Score -3594586 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3594801.000000 Penalty: 3399.131592
	Iteration 22Q: 3 clusters Score -3594801 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -3594978.000000 Penalty: 3399.131592
	Iteration 23Q: 3 clusters Score -3594978 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3595113.750000 Penalty: 3399.131592
	Iteration 24Q: 3 clusters Score -3595114 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -3595229.250000 Penalty: 3399.131592
	Iteration 25Q: 3 clusters Score -3595229 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -3595315.000000 Penalty: 3399.131592
	Iteration 26Q: 3 clusters Score -3595315 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -3595400.000000 Penalty: 3399.131592
	Iteration 27Q: 3 clusters Score -3595400 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -3595480.500000 Penalty: 3399.131592
	Iteration 28Q: 3 clusters Score -3595480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -3595550.250000 Penalty: 3399.131592
	Iteration 29Q: 3 clusters Score -3595550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -3595595.000000 Penalty: 3399.131592
	Iteration 30Q: 3 clusters Score -3595595 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -3595638.000000 Penalty: 3399.131592
	Iteration 31Q: 3 clusters Score -3595638 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -3595672.500000 Penalty: 3399.131592
	Iteration 32Q: 3 clusters Score -3595672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -3595707.500000 Penalty: 3399.131592
	Iteration 33Q: 3 clusters Score -3595708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -3595732.750000 Penalty: 3399.131592
	Iteration 34Q: 3 clusters Score -3595733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -3595748.250000 Penalty: 3399.131592
	Iteration 35Q: 3 clusters Score -3595748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -3595765.750000 Penalty: 3399.131592
	Iteration 36Q: 3 clusters Score -3595766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -3595773.750000 Penalty: 3399.131592
	Iteration 37Q: 3 clusters Score -3595774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -3595783.000000 Penalty: 3399.131592
	Iteration 38Q: 3 clusters Score -3595783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -3595790.500000 Penalty: 3399.131592
	Iteration 39Q: 3 clusters Score -3595790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -3595798.250000 Penalty: 3399.131592
	Iteration 40F: 3 clusters Score -3595798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -3595804.000000 Penalty: 3399.131592
	Iteration 41Q: 3 clusters Score -3595804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -3595803.000000 Penalty: 3399.131592
	Iteration 42Q: 3 clusters Score -3595803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -3595804.750000 Penalty: 3399.131592
	Iteration 43Q: 3 clusters Score -3595805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -3595809.750000 Penalty: 3399.131592
	Iteration 44Q: 3 clusters Score -3595810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -3595810.500000 Penalty: 3399.131592
	Iteration 45Q: 3 clusters Score -3595810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -3595815.000000 Penalty: 3399.131592
	Iteration 46Q: 3 clusters Score -3595815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -3595816.750000 Penalty: 3399.131592
	Iteration 47Q: 3 clusters Score -3595817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -3595824.250000 Penalty: 3399.131592
	Iteration 48Q: 3 clusters Score -3595824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -3595821.250000 Penalty: 3399.131592
	Iteration 49Q: 3 clusters Score -3595821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3595827.000000 Penalty: 3399.131592
	Iteration 50Q: 3 clusters Score -3595827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -3595820.500000 Penalty: 3399.131592
	Iteration 51Q: 3 clusters Score -3595820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -3595822.250000 Penalty: 3399.131592
	Iteration 52Q: 3 clusters Score -3595822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -3595822.500000 Penalty: 3399.131592
	Iteration 53Q: 3 clusters Score -3595822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -3595828.000000 Penalty: 3399.131592
	Iteration 54Q: 3 clusters Score -3595828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -3595827.250000 Penalty: 3399.131592
	Iteration 55Q: 3 clusters Score -3595827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -3595825.750000 Penalty: 3399.131592
	Iteration 56Q: 3 clusters Score -3595826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -3595825.000000 Penalty: 3399.131592
	Iteration 57Q: 3 clusters Score -3595825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -3595825.750000 Penalty: 3399.131592
	Iteration 58Q: 3 clusters Score -3595826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -3595824.750000 Penalty: 3399.131592
	Iteration 59Q: 3 clusters Score -3595825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -3595831.000000 Penalty: 3399.131592
	Iteration 60F: 3 clusters Score -3595831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -3595830.500000 Penalty: 3399.131592
	Iteration 61Q: 3 clusters Score -3595830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3595830.500000 Penalty: 3399.131592
	Iteration 62Q: 3 clusters Score -3595830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -3595832.250000 Penalty: 3399.131592
	Iteration 63Q: 3 clusters Score -3595832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -3595832.000000 Penalty: 3399.131592
	Iteration 64Q: 3 clusters Score -3595832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -3595832.000000 Penalty: 3399.131592
	Iteration 65F: 3 clusters Score -3595832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Entering Unmasked Estep 
Score: -16958268.000000 Penalty: 1953.647095
	Iteration 0F: 2 clusters Score -1.695827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -16846784.000000 Penalty: 3907.294189
	Iteration 0F: 3 clusters Score -1.684678e+07 nChanged 80493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -16894304.000000 Penalty: 3907.294189
	Iteration 1F: 3 clusters Score -1.68943e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
Score: -16896718.000000 Penalty: 3907.294189
	Iteration 2Q: 3 clusters Score -1.689672e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -16901308.000000 Penalty: 3907.294189
	Iteration 3F: 3 clusters Score -1.690131e+07 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117653 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -16910198.000000 Penalty: 3907.294189
	Iteration 4F: 3 clusters Score -1.69102e+07 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133149 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -16924090.000000 Penalty: 3907.294189
	Iteration 5F: 3 clusters Score -1.692409e+07 nChanged 15021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148140 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -16939282.000000 Penalty: 3907.294189
	Iteration 6F: 3 clusters Score -1.693928e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158516 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -16949694.000000 Penalty: 3907.294189
	Iteration 7F: 3 clusters Score -1.694969e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163476 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -16954256.000000 Penalty: 3907.294189
	Iteration 8Q: 3 clusters Score -1.695426e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165293 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -16955786.000000 Penalty: 3907.294189
	Iteration 9Q: 3 clusters Score -1.695579e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165884 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16956260.000000 Penalty: 3907.294189
	Iteration 10Q: 3 clusters Score -1.695626e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16956446.000000 Penalty: 3907.294189
	Iteration 11Q: 3 clusters Score -1.695645e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166157 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16956524.000000 Penalty: 3907.294189
	Iteration 12Q: 3 clusters Score -1.695652e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166173 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16956588.000000 Penalty: 3907.294189
	Iteration 13Q: 3 clusters Score -1.695659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166187 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16956594.000000 Penalty: 3907.294189
	Iteration 14Q: 3 clusters Score -1.695659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16956606.000000 Penalty: 3907.294189
	Iteration 15Q: 3 clusters Score -1.695661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166205 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16956612.000000 Penalty: 3907.294189
	Iteration 16Q: 3 clusters Score -1.695661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166210 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16956626.000000 Penalty: 3907.294189
	Iteration 17Q: 3 clusters Score -1.695663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16956632.000000 Penalty: 3907.294189
	Iteration 18Q: 3 clusters Score -1.695663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16956640.000000 Penalty: 3907.294189
	Iteration 19Q: 3 clusters Score -1.695664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16956642.000000 Penalty: 3907.294189
	Iteration 20F: 3 clusters Score -1.695664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166207 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16956648.000000 Penalty: 3907.294189
	Iteration 21Q: 3 clusters Score -1.695665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166207 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16956650.000000 Penalty: 3907.294189
	Iteration 22Q: 3 clusters Score -1.695665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166207 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16956654.000000 Penalty: 3907.294189
	Iteration 23Q: 3 clusters Score -1.695665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166206 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16956654.000000 Penalty: 3907.294189
	Iteration 24Q: 3 clusters Score -1.695665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166204 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16956652.000000 Penalty: 3907.294189
	Iteration 25Q: 3 clusters Score -1.695665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16956658.000000 Penalty: 3907.294189
	Iteration 26Q: 3 clusters Score -1.695666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166204 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16956658.000000 Penalty: 3907.294189
	Iteration 27Q: 3 clusters Score -1.695666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16956652.000000 Penalty: 3907.294189
	Iteration 28Q: 3 clusters Score -1.695665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16956656.000000 Penalty: 3907.294189
	Iteration 29Q: 3 clusters Score -1.695666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16956656.000000 Penalty: 3907.294189
	Iteration 30F: 3 clusters Score -1.695666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328600 members 
Entering Unmasked Estep 
Score: -33352084.000000 Penalty: 2064.171875
	Iteration 0F: 2 clusters Score -3.335208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164396 members 
Mstep: Class 2 contains 164204 members 
Entering Unmasked Estep 
Score: -33144462.000000 Penalty: 4128.343750
	Iteration 0F: 3 clusters Score -3.314446e+07 nChanged 160038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 164546 members 
Entering Unmasked Estep 
Score: -33239718.000000 Penalty: 4128.343750
	Iteration 1F: 3 clusters Score -3.323972e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163971 members 
Mstep: Class 2 contains 164629 members 
Entering Unmasked Estep 
Score: -33240736.000000 Penalty: 4128.343750
	Iteration 2Q: 3 clusters Score -3.324074e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 164735 members 
Entering Unmasked Estep 
Score: -33242082.000000 Penalty: 4128.343750
	Iteration 3Q: 3 clusters Score -3.324208e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163841 members 
Mstep: Class 2 contains 164759 members 
Entering Unmasked Estep 
Score: -33244058.000000 Penalty: 4128.343750
	Iteration 4Q: 3 clusters Score -3.324406e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164209 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -33247108.000000 Penalty: 4128.343750
	Iteration 5Q: 3 clusters Score -3.324711e+07 nChanged 12743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 163248 members 
Entering Unmasked Estep 
Score: -33252732.000000 Penalty: 4128.343750
	Iteration 6Q: 3 clusters Score -3.325273e+07 nChanged 15812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167350 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -33261362.000000 Penalty: 4128.343750
	Iteration 7Q: 3 clusters Score -3.326136e+07 nChanged 19065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169973 members 
Mstep: Class 2 contains 158627 members 
Entering Unmasked Estep 
Score: -33274186.000000 Penalty: 4128.343750
	Iteration 8F: 3 clusters Score -3.327419e+07 nChanged 21336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172851 members 
Mstep: Class 2 contains 155749 members 
Entering Unmasked Estep 
Score: -33289166.000000 Penalty: 4128.343750
	Iteration 9F: 3 clusters Score -3.328917e+07 nChanged 21060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175775 members 
Mstep: Class 2 contains 152825 members 
Entering Unmasked Estep 
Score: -33302340.000000 Penalty: 4128.343750
	Iteration 10F: 3 clusters Score -3.330234e+07 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178450 members 
Mstep: Class 2 contains 150150 members 
Entering Unmasked Estep 
Score: -33309266.000000 Penalty: 4128.343750
	Iteration 11F: 3 clusters Score -3.330927e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180836 members 
Mstep: Class 2 contains 147764 members 
Entering Unmasked Estep 
Score: -33311552.000000 Penalty: 4128.343750
	Iteration 12Q: 3 clusters Score -3.331155e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182873 members 
Mstep: Class 2 contains 145727 members 
Entering Unmasked Estep 
Score: -33312658.000000 Penalty: 4128.343750
	Iteration 13Q: 3 clusters Score -3.331266e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184807 members 
Mstep: Class 2 contains 143793 members 
Entering Unmasked Estep 
Score: -33313282.000000 Penalty: 4128.343750
	Iteration 14Q: 3 clusters Score -3.331328e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186587 members 
Mstep: Class 2 contains 142013 members 
Entering Unmasked Estep 
Score: -33313540.000000 Penalty: 4128.343750
	Iteration 15Q: 3 clusters Score -3.331354e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188190 members 
Mstep: Class 2 contains 140410 members 
Entering Unmasked Estep 
Score: -33314090.000000 Penalty: 4128.343750
	Iteration 16Q: 3 clusters Score -3.331409e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189701 members 
Mstep: Class 2 contains 138899 members 
Entering Unmasked Estep 
Score: -33314512.000000 Penalty: 4128.343750
	Iteration 17Q: 3 clusters Score -3.331451e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191067 members 
Mstep: Class 2 contains 137533 members 
Entering Unmasked Estep 
Score: -33314900.000000 Penalty: 4128.343750
	Iteration 18Q: 3 clusters Score -3.33149e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192278 members 
Mstep: Class 2 contains 136322 members 
Entering Unmasked Estep 
Score: -33315176.000000 Penalty: 4128.343750
	Iteration 19Q: 3 clusters Score -3.331518e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193363 members 
Mstep: Class 2 contains 135237 members 
Entering Unmasked Estep 
Score: -33315430.000000 Penalty: 4128.343750
	Iteration 20F: 3 clusters Score -3.331543e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194260 members 
Mstep: Class 2 contains 134340 members 
Entering Unmasked Estep 
Score: -33315776.000000 Penalty: 4128.343750
	Iteration 21Q: 3 clusters Score -3.331578e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195120 members 
Mstep: Class 2 contains 133480 members 
Entering Unmasked Estep 
Score: -33316024.000000 Penalty: 4128.343750
	Iteration 22Q: 3 clusters Score -3.331602e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195879 members 
Mstep: Class 2 contains 132721 members 
Entering Unmasked Estep 
Score: -33316328.000000 Penalty: 4128.343750
	Iteration 23Q: 3 clusters Score -3.331633e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196531 members 
Mstep: Class 2 contains 132069 members 
Entering Unmasked Estep 
Score: -33316672.000000 Penalty: 4128.343750
	Iteration 24Q: 3 clusters Score -3.331667e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197127 members 
Mstep: Class 2 contains 131473 members 
Entering Unmasked Estep 
Score: -33317028.000000 Penalty: 4128.343750
	Iteration 25Q: 3 clusters Score -3.331703e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197666 members 
Mstep: Class 2 contains 130934 members 
Entering Unmasked Estep 
Score: -33317170.000000 Penalty: 4128.343750
	Iteration 26Q: 3 clusters Score -3.331717e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198099 members 
Mstep: Class 2 contains 130501 members 
Entering Unmasked Estep 
Score: -33317346.000000 Penalty: 4128.343750
	Iteration 27Q: 3 clusters Score -3.331735e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198441 members 
Mstep: Class 2 contains 130159 members 
Entering Unmasked Estep 
Score: -33317628.000000 Penalty: 4128.343750
	Iteration 28Q: 3 clusters Score -3.331763e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198674 members 
Mstep: Class 2 contains 129926 members 
Entering Unmasked Estep 
Score: -33318080.000000 Penalty: 4128.343750
	Iteration 29Q: 3 clusters Score -3.331808e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198875 members 
Mstep: Class 2 contains 129725 members 
Entering Unmasked Estep 
Score: -33318364.000000 Penalty: 4128.343750
	Iteration 30Q: 3 clusters Score -3.331836e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198948 members 
Mstep: Class 2 contains 129652 members 
Entering Unmasked Estep 
Score: -33318542.000000 Penalty: 4128.343750
	Iteration 31Q: 3 clusters Score -3.331854e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199011 members 
Mstep: Class 2 contains 129589 members 
Entering Unmasked Estep 
Score: -33318644.000000 Penalty: 4128.343750
	Iteration 32Q: 3 clusters Score -3.331864e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199008 members 
Mstep: Class 2 contains 129592 members 
Entering Unmasked Estep 
Score: -33318942.000000 Penalty: 4128.343750
	Iteration 33Q: 3 clusters Score -3.331894e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198869 members 
Mstep: Class 2 contains 129731 members 
Entering Unmasked Estep 
Score: -33319220.000000 Penalty: 4128.343750
	Iteration 34Q: 3 clusters Score -3.331922e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198669 members 
Mstep: Class 2 contains 129931 members 
Entering Unmasked Estep 
Score: -33319520.000000 Penalty: 4128.343750
	Iteration 35Q: 3 clusters Score -3.331952e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198415 members 
Mstep: Class 2 contains 130185 members 
Entering Unmasked Estep 
Score: -33319788.000000 Penalty: 4128.343750
	Iteration 36Q: 3 clusters Score -3.331979e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198112 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -33320288.000000 Penalty: 4128.343750
	Iteration 37Q: 3 clusters Score -3.332029e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197768 members 
Mstep: Class 2 contains 130832 members 
Entering Unmasked Estep 
Score: -33320452.000000 Penalty: 4128.343750
	Iteration 38Q: 3 clusters Score -3.332045e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197354 members 
Mstep: Class 2 contains 131246 members 
Entering Unmasked Estep 
Score: -33320694.000000 Penalty: 4128.343750
	Iteration 39Q: 3 clusters Score -3.332069e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196941 members 
Mstep: Class 2 contains 131659 members 
Entering Unmasked Estep 
Score: -33320850.000000 Penalty: 4128.343750
	Iteration 40F: 3 clusters Score -3.332085e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196482 members 
Mstep: Class 2 contains 132118 members 
Entering Unmasked Estep 
Score: -33321034.000000 Penalty: 4128.343750
	Iteration 41Q: 3 clusters Score -3.332103e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195982 members 
Mstep: Class 2 contains 132618 members 
Entering Unmasked Estep 
Score: -33321146.000000 Penalty: 4128.343750
	Iteration 42Q: 3 clusters Score -3.332115e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195479 members 
Mstep: Class 2 contains 133121 members 
Entering Unmasked Estep 
Score: -33321230.000000 Penalty: 4128.343750
	Iteration 43Q: 3 clusters Score -3.332123e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195011 members 
Mstep: Class 2 contains 133589 members 
Entering Unmasked Estep 
Score: -33321308.000000 Penalty: 4128.343750
	Iteration 44Q: 3 clusters Score -3.332131e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194506 members 
Mstep: Class 2 contains 134094 members 
Entering Unmasked Estep 
Score: -33321602.000000 Penalty: 4128.343750
	Iteration 45Q: 3 clusters Score -3.33216e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193990 members 
Mstep: Class 2 contains 134610 members 
Entering Unmasked Estep 
Score: -33321928.000000 Penalty: 4128.343750
	Iteration 46Q: 3 clusters Score -3.332193e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193411 members 
Mstep: Class 2 contains 135189 members 
Entering Unmasked Estep 
Score: -33322044.000000 Penalty: 4128.343750
	Iteration 47Q: 3 clusters Score -3.332204e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192848 members 
Mstep: Class 2 contains 135752 members 
Entering Unmasked Estep 
Score: -33322190.000000 Penalty: 4128.343750
	Iteration 48Q: 3 clusters Score -3.332219e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192247 members 
Mstep: Class 2 contains 136353 members 
Entering Unmasked Estep 
Score: -33322382.000000 Penalty: 4128.343750
	Iteration 49Q: 3 clusters Score -3.332238e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191671 members 
Mstep: Class 2 contains 136929 members 
Entering Unmasked Estep 
Score: -33322412.000000 Penalty: 4128.343750
	Iteration 50Q: 3 clusters Score -3.332241e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191069 members 
Mstep: Class 2 contains 137531 members 
Entering Unmasked Estep 
Score: -33322474.000000 Penalty: 4128.343750
	Iteration 51Q: 3 clusters Score -3.332247e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190415 members 
Mstep: Class 2 contains 138185 members 
Entering Unmasked Estep 
Score: -33322618.000000 Penalty: 4128.343750
	Iteration 52Q: 3 clusters Score -3.332262e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189741 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -33322850.000000 Penalty: 4128.343750
	Iteration 53Q: 3 clusters Score -3.332285e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189120 members 
Mstep: Class 2 contains 139480 members 
Entering Unmasked Estep 
Score: -33323010.000000 Penalty: 4128.343750
	Iteration 54Q: 3 clusters Score -3.332301e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188544 members 
Mstep: Class 2 contains 140056 members 
Entering Unmasked Estep 
Score: -33323178.000000 Penalty: 4128.343750
	Iteration 55Q: 3 clusters Score -3.332318e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187972 members 
Mstep: Class 2 contains 140628 members 
Entering Unmasked Estep 
Score: -33323202.000000 Penalty: 4128.343750
	Iteration 56Q: 3 clusters Score -3.33232e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187496 members 
Mstep: Class 2 contains 141104 members 
Entering Unmasked Estep 
Score: -33323230.000000 Penalty: 4128.343750
	Iteration 57Q: 3 clusters Score -3.332323e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187055 members 
Mstep: Class 2 contains 141545 members 
Entering Unmasked Estep 
Score: -33323346.000000 Penalty: 4128.343750
	Iteration 58Q: 3 clusters Score -3.332335e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186671 members 
Mstep: Class 2 contains 141929 members 
Entering Unmasked Estep 
Score: -33323474.000000 Penalty: 4128.343750
	Iteration 59Q: 3 clusters Score -3.332347e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186361 members 
Mstep: Class 2 contains 142239 members 
Entering Unmasked Estep 
Score: -33323470.000000 Penalty: 4128.343750
	Iteration 60F: 3 clusters Score -3.332347e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186083 members 
Mstep: Class 2 contains 142517 members 
Entering Unmasked Estep 
Score: -33323524.000000 Penalty: 4128.343750
	Iteration 61Q: 3 clusters Score -3.332352e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185792 members 
Mstep: Class 2 contains 142808 members 
Entering Unmasked Estep 
Score: -33323564.000000 Penalty: 4128.343750
	Iteration 62Q: 3 clusters Score -3.332356e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185506 members 
Mstep: Class 2 contains 143094 members 
Entering Unmasked Estep 
Score: -33323568.000000 Penalty: 4128.343750
	Iteration 63Q: 3 clusters Score -3.332357e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185290 members 
Mstep: Class 2 contains 143310 members 
Entering Unmasked Estep 
Score: -33323612.000000 Penalty: 4128.343750
	Iteration 64Q: 3 clusters Score -3.332361e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185138 members 
Mstep: Class 2 contains 143462 members 
Entering Unmasked Estep 
Score: -33323576.000000 Penalty: 4128.343750
	Iteration 65Q: 3 clusters Score -3.332358e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185006 members 
Mstep: Class 2 contains 143594 members 
Entering Unmasked Estep 
Score: -33323610.000000 Penalty: 4128.343750
	Iteration 66Q: 3 clusters Score -3.332361e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184880 members 
Mstep: Class 2 contains 143720 members 
Entering Unmasked Estep 
Score: -33323652.000000 Penalty: 4128.343750
	Iteration 67Q: 3 clusters Score -3.332365e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184777 members 
Mstep: Class 2 contains 143823 members 
Entering Unmasked Estep 
Score: -33323610.000000 Penalty: 4128.343750
	Iteration 68Q: 3 clusters Score -3.332361e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184715 members 
Mstep: Class 2 contains 143885 members 
Entering Unmasked Estep 
Score: -33323600.000000 Penalty: 4128.343750
	Iteration 69Q: 3 clusters Score -3.33236e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184673 members 
Mstep: Class 2 contains 143927 members 
Entering Unmasked Estep 
Score: -33323624.000000 Penalty: 4128.343750
	Iteration 70Q: 3 clusters Score -3.332362e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 143966 members 
Entering Unmasked Estep 
Score: -33323634.000000 Penalty: 4128.343750
	Iteration 71Q: 3 clusters Score -3.332363e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184601 members 
Mstep: Class 2 contains 143999 members 
Entering Unmasked Estep 
Score: -33323644.000000 Penalty: 4128.343750
	Iteration 72Q: 3 clusters Score -3.332364e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184562 members 
Mstep: Class 2 contains 144038 members 
Entering Unmasked Estep 
Score: -33323656.000000 Penalty: 4128.343750
	Iteration 73Q: 3 clusters Score -3.332366e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184542 members 
Mstep: Class 2 contains 144058 members 
Entering Unmasked Estep 
Score: -33323654.000000 Penalty: 4128.343750
	Iteration 74Q: 3 clusters Score -3.332365e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184535 members 
Mstep: Class 2 contains 144065 members 
Entering Unmasked Estep 
Score: -33323638.000000 Penalty: 4128.343750
	Iteration 75Q: 3 clusters Score -3.332364e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184571 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -33323704.000000 Penalty: 4128.343750
	Iteration 76Q: 3 clusters Score -3.33237e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184634 members 
Mstep: Class 2 contains 143966 members 
Entering Unmasked Estep 
Score: -33323768.000000 Penalty: 4128.343750
	Iteration 77Q: 3 clusters Score -3.332377e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184721 members 
Mstep: Class 2 contains 143879 members 
Entering Unmasked Estep 
Score: -33323780.000000 Penalty: 4128.343750
	Iteration 78Q: 3 clusters Score -3.332378e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184800 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -33323790.000000 Penalty: 4128.343750
	Iteration 79Q: 3 clusters Score -3.332379e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184894 members 
Mstep: Class 2 contains 143706 members 
Entering Unmasked Estep 
Score: -33323804.000000 Penalty: 4128.343750
	Iteration 80F: 3 clusters Score -3.33238e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184970 members 
Mstep: Class 2 contains 143630 members 
Entering Unmasked Estep 
Score: -33323792.000000 Penalty: 4128.343750
	Iteration 81Q: 3 clusters Score -3.332379e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185043 members 
Mstep: Class 2 contains 143557 members 
Entering Unmasked Estep 
Score: -33323780.000000 Penalty: 4128.343750
	Iteration 82Q: 3 clusters Score -3.332378e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185113 members 
Mstep: Class 2 contains 143487 members 
Entering Unmasked Estep 
Score: -33323790.000000 Penalty: 4128.343750
	Iteration 83Q: 3 clusters Score -3.332379e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185169 members 
Mstep: Class 2 contains 143431 members 
Entering Unmasked Estep 
Score: -33323816.000000 Penalty: 4128.343750
	Iteration 84Q: 3 clusters Score -3.332382e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185221 members 
Mstep: Class 2 contains 143379 members 
Entering Unmasked Estep 
Score: -33323856.000000 Penalty: 4128.343750
	Iteration 85Q: 3 clusters Score -3.332386e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185278 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -33323870.000000 Penalty: 4128.343750
	Iteration 86Q: 3 clusters Score -3.332387e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185332 members 
Mstep: Class 2 contains 143268 members 
Entering Unmasked Estep 
Score: -33323838.000000 Penalty: 4128.343750
	Iteration 87Q: 3 clusters Score -3.332384e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185385 members 
Mstep: Class 2 contains 143215 members 
Entering Unmasked Estep 
Score: -33323824.000000 Penalty: 4128.343750
	Iteration 88Q: 3 clusters Score -3.332382e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185443 members 
Mstep: Class 2 contains 143157 members 
Entering Unmasked Estep 
Score: -33323772.000000 Penalty: 4128.343750
	Iteration 89Q: 3 clusters Score -3.332377e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185503 members 
Mstep: Class 2 contains 143097 members 
Entering Unmasked Estep 
Score: -33323800.000000 Penalty: 4128.343750
	Iteration 90Q: 3 clusters Score -3.33238e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185557 members 
Mstep: Class 2 contains 143043 members 
Entering Unmasked Estep 
Score: -33323796.000000 Penalty: 4128.343750
	Iteration 91Q: 3 clusters Score -3.33238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185604 members 
Mstep: Class 2 contains 142996 members 
Entering Unmasked Estep 
Score: -33323826.000000 Penalty: 4128.343750
	Iteration 92Q: 3 clusters Score -3.332383e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185640 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -33323796.000000 Penalty: 4128.343750
	Iteration 93Q: 3 clusters Score -3.33238e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185677 members 
Mstep: Class 2 contains 142923 members 
Entering Unmasked Estep 
Score: -33323840.000000 Penalty: 4128.343750
	Iteration 94Q: 3 clusters Score -3.332384e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185734 members 
Mstep: Class 2 contains 142866 members 
Entering Unmasked Estep 
Score: -33323854.000000 Penalty: 4128.343750
	Iteration 95Q: 3 clusters Score -3.332385e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185804 members 
Mstep: Class 2 contains 142796 members 
Entering Unmasked Estep 
Score: -33323840.000000 Penalty: 4128.343750
	Iteration 96Q: 3 clusters Score -3.332384e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185865 members 
Mstep: Class 2 contains 142735 members 
Entering Unmasked Estep 
Score: -33323880.000000 Penalty: 4128.343750
	Iteration 97Q: 3 clusters Score -3.332388e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185923 members 
Mstep: Class 2 contains 142677 members 
Entering Unmasked Estep 
Score: -33323896.000000 Penalty: 4128.343750
	Iteration 98Q: 3 clusters Score -3.33239e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185977 members 
Mstep: Class 2 contains 142623 members 
Entering Unmasked Estep 
Score: -33323864.000000 Penalty: 4128.343750
	Iteration 99Q: 3 clusters Score -3.332386e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186036 members 
Mstep: Class 2 contains 142564 members 
Entering Unmasked Estep 
Score: -33323862.000000 Penalty: 4128.343750
	Iteration 100F: 3 clusters Score -3.332386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186095 members 
Mstep: Class 2 contains 142505 members 
Entering Unmasked Estep 
Score: -33323840.000000 Penalty: 4128.343750
	Iteration 101Q: 3 clusters Score -3.332384e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186146 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -33323868.000000 Penalty: 4128.343750
	Iteration 102Q: 3 clusters Score -3.332387e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186198 members 
Mstep: Class 2 contains 142402 members 
Entering Unmasked Estep 
Score: -33323850.000000 Penalty: 4128.343750
	Iteration 103Q: 3 clusters Score -3.332385e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186241 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -33323858.000000 Penalty: 4128.343750
	Iteration 104Q: 3 clusters Score -3.332386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186273 members 
Mstep: Class 2 contains 142327 members 
Entering Unmasked Estep 
Score: -33323852.000000 Penalty: 4128.343750
	Iteration 105Q: 3 clusters Score -3.332385e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186307 members 
Mstep: Class 2 contains 142293 members 
Entering Unmasked Estep 
Score: -33323822.000000 Penalty: 4128.343750
	Iteration 106Q: 3 clusters Score -3.332382e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186333 members 
Mstep: Class 2 contains 142267 members 
Entering Unmasked Estep 
Score: -33323828.000000 Penalty: 4128.343750
	Iteration 107Q: 3 clusters Score -3.332383e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186384 members 
Mstep: Class 2 contains 142216 members 
Entering Unmasked Estep 
Score: -33323846.000000 Penalty: 4128.343750
	Iteration 108Q: 3 clusters Score -3.332385e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186430 members 
Mstep: Class 2 contains 142170 members 
Entering Unmasked Estep 
Score: -33323828.000000 Penalty: 4128.343750
	Iteration 109Q: 3 clusters Score -3.332383e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186473 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -33323812.000000 Penalty: 4128.343750
	Iteration 110Q: 3 clusters Score -3.332381e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186514 members 
Mstep: Class 2 contains 142086 members 
Entering Unmasked Estep 
Score: -33323830.000000 Penalty: 4128.343750
	Iteration 111Q: 3 clusters Score -3.332383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186546 members 
Mstep: Class 2 contains 142054 members 
Entering Unmasked Estep 
Score: -33323842.000000 Penalty: 4128.343750
	Iteration 112Q: 3 clusters Score -3.332384e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186574 members 
Mstep: Class 2 contains 142026 members 
Entering Unmasked Estep 
Score: -33323854.000000 Penalty: 4128.343750
	Iteration 113Q: 3 clusters Score -3.332385e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186600 members 
Mstep: Class 2 contains 142000 members 
Entering Unmasked Estep 
Score: -33323828.000000 Penalty: 4128.343750
	Iteration 114Q: 3 clusters Score -3.332383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186625 members 
Mstep: Class 2 contains 141975 members 
Entering Unmasked Estep 
Score: -33323846.000000 Penalty: 4128.343750
	Iteration 115Q: 3 clusters Score -3.332385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186650 members 
Mstep: Class 2 contains 141950 members 
Entering Unmasked Estep 
Score: -33323854.000000 Penalty: 4128.343750
	Iteration 116Q: 3 clusters Score -3.332385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 141935 members 
Entering Unmasked Estep 
Score: -33323854.000000 Penalty: 4128.343750
	Iteration 117Q: 3 clusters Score -3.332385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186683 members 
Mstep: Class 2 contains 141917 members 
Entering Unmasked Estep 
Score: -33323826.000000 Penalty: 4128.343750
	Iteration 118Q: 3 clusters Score -3.332383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186699 members 
Mstep: Class 2 contains 141901 members 
Entering Unmasked Estep 
Score: -33323822.000000 Penalty: 4128.343750
	Iteration 119Q: 3 clusters Score -3.332382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186712 members 
Mstep: Class 2 contains 141888 members 
Entering Unmasked Estep 
Score: -33323816.000000 Penalty: 4128.343750
	Iteration 120F: 3 clusters Score -3.332382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186721 members 
Mstep: Class 2 contains 141879 members 
Entering Unmasked Estep 
Score: -33323804.000000 Penalty: 4128.343750
	Iteration 121Q: 3 clusters Score -3.33238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186743 members 
Mstep: Class 2 contains 141857 members 
Entering Unmasked Estep 
Score: -33323796.000000 Penalty: 4128.343750
	Iteration 122Q: 3 clusters Score -3.33238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186755 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -33323790.000000 Penalty: 4128.343750
	Iteration 123Q: 3 clusters Score -3.332379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186763 members 
Mstep: Class 2 contains 141837 members 
Entering Unmasked Estep 
Score: -33323782.000000 Penalty: 4128.343750
	Iteration 124Q: 3 clusters Score -3.332378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186772 members 
Mstep: Class 2 contains 141828 members 
Entering Unmasked Estep 
Score: -33323788.000000 Penalty: 4128.343750
	Iteration 125Q: 3 clusters Score -3.332379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186776 members 
Mstep: Class 2 contains 141824 members 
Entering Unmasked Estep 
Score: -33323764.000000 Penalty: 4128.343750
	Iteration 126Q: 3 clusters Score -3.332376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186781 members 
Mstep: Class 2 contains 141819 members 
Entering Unmasked Estep 
Score: -33323790.000000 Penalty: 4128.343750
	Iteration 127Q: 3 clusters Score -3.332379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186787 members 
Mstep: Class 2 contains 141813 members 
Entering Unmasked Estep 
Score: -33323782.000000 Penalty: 4128.343750
	Iteration 128Q: 3 clusters Score -3.332378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186791 members 
Mstep: Class 2 contains 141809 members 
Entering Unmasked Estep 
Score: -33323796.000000 Penalty: 4128.343750
	Iteration 129Q: 3 clusters Score -3.33238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186793 members 
Mstep: Class 2 contains 141807 members 
Entering Unmasked Estep 
Score: -33323794.000000 Penalty: 4128.343750
	Iteration 130Q: 3 clusters Score -3.332379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186796 members 
Mstep: Class 2 contains 141804 members 
Entering Unmasked Estep 
Score: -33323788.000000 Penalty: 4128.343750
	Iteration 131Q: 3 clusters Score -3.332379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186800 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -33323798.000000 Penalty: 4128.343750
	Iteration 132Q: 3 clusters Score -3.33238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186808 members 
Mstep: Class 2 contains 141792 members 
Entering Unmasked Estep 
Score: -33323798.000000 Penalty: 4128.343750
	Iteration 133Q: 3 clusters Score -3.33238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186817 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -33323800.000000 Penalty: 4128.343750
	Iteration 134Q: 3 clusters Score -3.33238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186823 members 
Mstep: Class 2 contains 141777 members 
Entering Unmasked Estep 
Score: -33323812.000000 Penalty: 4128.343750
	Iteration 135Q: 3 clusters Score -3.332381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186830 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -33323796.000000 Penalty: 4128.343750
	Iteration 136Q: 3 clusters Score -3.33238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186839 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -33323794.000000 Penalty: 4128.343750
	Iteration 137Q: 3 clusters Score -3.332379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186847 members 
Mstep: Class 2 contains 141753 members 
Entering Unmasked Estep 
Score: -33323796.000000 Penalty: 4128.343750
	Iteration 138Q: 3 clusters Score -3.33238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186852 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -33323784.000000 Penalty: 4128.343750
	Iteration 139Q: 3 clusters Score -3.332378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186852 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -33323786.000000 Penalty: 4128.343750
	Iteration 140F: 3 clusters Score -3.332379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186852 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -33323800.000000 Penalty: 4128.343750
	Iteration 141Q: 3 clusters Score -3.33238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186857 members 
Mstep: Class 2 contains 141743 members 
Entering Unmasked Estep 
Score: -33323804.000000 Penalty: 4128.343750
	Iteration 142Q: 3 clusters Score -3.33238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186863 members 
Mstep: Class 2 contains 141737 members 
Entering Unmasked Estep 
Score: -33323790.000000 Penalty: 4128.343750
	Iteration 143Q: 3 clusters Score -3.332379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186864 members 
Mstep: Class 2 contains 141736 members 
Entering Unmasked Estep 
Score: -33323788.000000 Penalty: 4128.343750
	Iteration 144Q: 3 clusters Score -3.332379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186868 members 
Mstep: Class 2 contains 141732 members 
Entering Unmasked Estep 
Score: -33323772.000000 Penalty: 4128.343750
	Iteration 145Q: 3 clusters Score -3.332377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186868 members 
Mstep: Class 2 contains 141732 members 
Entering Unmasked Estep 
Score: -33323768.000000 Penalty: 4128.343750
	Iteration 146Q: 3 clusters Score -3.332377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186868 members 
Mstep: Class 2 contains 141732 members 
Entering Unmasked Estep 
Score: -33323768.000000 Penalty: 4128.343750
	Iteration 147F: 3 clusters Score -3.332377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Entering Unmasked Estep 
Score: -4958323.000000 Penalty: 1751.553345
	Iteration 0F: 2 clusters Score -4958323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4926428.000000 Penalty: 3503.106689
	Iteration 0F: 3 clusters Score -4926428 nChanged 22350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -4938850.500000 Penalty: 3503.106689
	Iteration 1F: 3 clusters Score -4938850 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -4939259.500000 Penalty: 3503.106689
	Iteration 2Q: 3 clusters Score -4939260 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -4939667.000000 Penalty: 3503.106689
	Iteration 3Q: 3 clusters Score -4939667 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -4940047.000000 Penalty: 3503.106689
	Iteration 4Q: 3 clusters Score -4940047 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4940554.500000 Penalty: 3503.106689
	Iteration 5Q: 3 clusters Score -4940554 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -4941110.500000 Penalty: 3503.106689
	Iteration 6Q: 3 clusters Score -4941110 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -4941976.000000 Penalty: 3503.106689
	Iteration 7Q: 3 clusters Score -4941976 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4943255.000000 Penalty: 3503.106689
	Iteration 8Q: 3 clusters Score -4943255 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4945076.500000 Penalty: 3503.106689
	Iteration 9F: 3 clusters Score -4945076 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4947482.500000 Penalty: 3503.106689
	Iteration 10F: 3 clusters Score -4947482 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -4950161.000000 Penalty: 3503.106689
	Iteration 11F: 3 clusters Score -4950161 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -4952510.000000 Penalty: 3503.106689
	Iteration 12F: 3 clusters Score -4952510 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -4954131.000000 Penalty: 3503.106689
	Iteration 13Q: 3 clusters Score -4954131 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -4955212.500000 Penalty: 3503.106689
	Iteration 14Q: 3 clusters Score -4955212 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -4955852.500000 Penalty: 3503.106689
	Iteration 15Q: 3 clusters Score -4955852 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -4956296.000000 Penalty: 3503.106689
	Iteration 16Q: 3 clusters Score -4956296 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -4956564.500000 Penalty: 3503.106689
	Iteration 17Q: 3 clusters Score -4956564 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -4956722.500000 Penalty: 3503.106689
	Iteration 18Q: 3 clusters Score -4956722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -4956828.000000 Penalty: 3503.106689
	Iteration 19Q: 3 clusters Score -4956828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -4956884.500000 Penalty: 3503.106689
	Iteration 20F: 3 clusters Score -4956884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -4956944.000000 Penalty: 3503.106689
	Iteration 21Q: 3 clusters Score -4956944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -4956967.500000 Penalty: 3503.106689
	Iteration 22Q: 3 clusters Score -4956968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -4956991.500000 Penalty: 3503.106689
	Iteration 23Q: 3 clusters Score -4956992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -4957015.000000 Penalty: 3503.106689
	Iteration 24Q: 3 clusters Score -4957015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -4957036.000000 Penalty: 3503.106689
	Iteration 25Q: 3 clusters Score -4957036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -4957055.000000 Penalty: 3503.106689
	Iteration 26Q: 3 clusters Score -4957055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -4957059.000000 Penalty: 3503.106689
	Iteration 27Q: 3 clusters Score -4957059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -4957070.500000 Penalty: 3503.106689
	Iteration 28Q: 3 clusters Score -4957070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -4957078.000000 Penalty: 3503.106689
	Iteration 29Q: 3 clusters Score -4957078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -4957081.000000 Penalty: 3503.106689
	Iteration 30Q: 3 clusters Score -4957081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -4957077.000000 Penalty: 3503.106689
	Iteration 31Q: 3 clusters Score -4957077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -4957082.500000 Penalty: 3503.106689
	Iteration 32Q: 3 clusters Score -4957082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -4957083.500000 Penalty: 3503.106689
	Iteration 33Q: 3 clusters Score -4957084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -4957083.500000 Penalty: 3503.106689
	Iteration 34F: 3 clusters Score -4957084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -349594.562500 Penalty: 1317.455566
	Iteration 0F: 2 clusters Score -349594.6 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 1648 members 
Entering Unmasked Estep 
Score: -346703.281250 Penalty: 2634.911133
	Iteration 0F: 3 clusters Score -346703.3 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -347342.656250 Penalty: 2634.911133
	Iteration 1F: 3 clusters Score -347342.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -347459.562500 Penalty: 2634.911133
	Iteration 2F: 3 clusters Score -347459.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -347528.000000 Penalty: 2634.911133
	Iteration 3Q: 3 clusters Score -347528 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -347579.718750 Penalty: 2634.911133
	Iteration 4Q: 3 clusters Score -347579.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -347620.875000 Penalty: 2634.911133
	Iteration 5Q: 3 clusters Score -347620.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -347659.718750 Penalty: 2634.911133
	Iteration 6Q: 3 clusters Score -347659.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -347689.218750 Penalty: 2634.911133
	Iteration 7Q: 3 clusters Score -347689.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -347715.437500 Penalty: 2634.911133
	Iteration 8Q: 3 clusters Score -347715.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -347738.375000 Penalty: 2634.911133
	Iteration 9Q: 3 clusters Score -347738.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -347755.187500 Penalty: 2634.911133
	Iteration 10Q: 3 clusters Score -347755.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -347769.937500 Penalty: 2634.911133
	Iteration 11Q: 3 clusters Score -347769.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -347782.218750 Penalty: 2634.911133
	Iteration 12Q: 3 clusters Score -347782.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -347793.937500 Penalty: 2634.911133
	Iteration 13Q: 3 clusters Score -347793.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -347805.468750 Penalty: 2634.911133
	Iteration 14Q: 3 clusters Score -347805.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -347815.031250 Penalty: 2634.911133
	Iteration 15Q: 3 clusters Score -347815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -347822.906250 Penalty: 2634.911133
	Iteration 16Q: 3 clusters Score -347822.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -347834.062500 Penalty: 2634.911133
	Iteration 17Q: 3 clusters Score -347834.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -347841.812500 Penalty: 2634.911133
	Iteration 18Q: 3 clusters Score -347841.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -347850.437500 Penalty: 2634.911133
	Iteration 19Q: 3 clusters Score -347850.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -347856.250000 Penalty: 2634.911133
	Iteration 20F: 3 clusters Score -347856.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -347863.656250 Penalty: 2634.911133
	Iteration 21Q: 3 clusters Score -347863.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -347868.687500 Penalty: 2634.911133
	Iteration 22Q: 3 clusters Score -347868.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -347873.125000 Penalty: 2634.911133
	Iteration 23Q: 3 clusters Score -347873.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -347876.031250 Penalty: 2634.911133
	Iteration 24Q: 3 clusters Score -347876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -347878.281250 Penalty: 2634.911133
	Iteration 25Q: 3 clusters Score -347878.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -347881.375000 Penalty: 2634.911133
	Iteration 26Q: 3 clusters Score -347881.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -347884.187500 Penalty: 2634.911133
	Iteration 27Q: 3 clusters Score -347884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -347887.750000 Penalty: 2634.911133
	Iteration 28Q: 3 clusters Score -347887.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -347893.843750 Penalty: 2634.911133
	Iteration 29Q: 3 clusters Score -347893.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -347900.031250 Penalty: 2634.911133
	Iteration 30Q: 3 clusters Score -347900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -347902.656250 Penalty: 2634.911133
	Iteration 31Q: 3 clusters Score -347902.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -347907.250000 Penalty: 2634.911133
	Iteration 32Q: 3 clusters Score -347907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -347912.218750 Penalty: 2634.911133
	Iteration 33Q: 3 clusters Score -347912.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -347916.468750 Penalty: 2634.911133
	Iteration 34Q: 3 clusters Score -347916.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -347922.281250 Penalty: 2634.911133
	Iteration 35Q: 3 clusters Score -347922.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -347926.593750 Penalty: 2634.911133
	Iteration 36Q: 3 clusters Score -347926.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -347930.656250 Penalty: 2634.911133
	Iteration 37Q: 3 clusters Score -347930.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -347933.375000 Penalty: 2634.911133
	Iteration 38Q: 3 clusters Score -347933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -347936.406250 Penalty: 2634.911133
	Iteration 39Q: 3 clusters Score -347936.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -347939.656250 Penalty: 2634.911133
	Iteration 40F: 3 clusters Score -347939.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -347941.656250 Penalty: 2634.911133
	Iteration 41Q: 3 clusters Score -347941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -347943.468750 Penalty: 2634.911133
	Iteration 42Q: 3 clusters Score -347943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -347943.406250 Penalty: 2634.911133
	Iteration 43Q: 3 clusters Score -347943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -347945.125000 Penalty: 2634.911133
	Iteration 44Q: 3 clusters Score -347945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -347946.531250 Penalty: 2634.911133
	Iteration 45Q: 3 clusters Score -347946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -347946.531250 Penalty: 2634.911133
	Iteration 46F: 3 clusters Score -347946.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Entering Unmasked Estep 
Score: -8374100.500000 Penalty: 1836.168213
	Iteration 0F: 2 clusters Score -8374100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -8320210.000000 Penalty: 3672.336426
	Iteration 0F: 3 clusters Score -8320210 nChanged 38289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -8342303.000000 Penalty: 3672.336426
	Iteration 1F: 3 clusters Score -8342303 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -8342869.500000 Penalty: 3672.336426
	Iteration 2Q: 3 clusters Score -8342870 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -8343668.000000 Penalty: 3672.336426
	Iteration 3Q: 3 clusters Score -8343668 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8344687.000000 Penalty: 3672.336426
	Iteration 4Q: 3 clusters Score -8344687 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8346142.500000 Penalty: 3672.336426
	Iteration 5Q: 3 clusters Score -8346142 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -8348526.000000 Penalty: 3672.336426
	Iteration 6Q: 3 clusters Score -8348526 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -8351660.000000 Penalty: 3672.336426
	Iteration 7F: 3 clusters Score -8351660 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -8355369.000000 Penalty: 3672.336426
	Iteration 8F: 3 clusters Score -8355369 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -8359030.500000 Penalty: 3672.336426
	Iteration 9F: 3 clusters Score -8359030 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -8361624.500000 Penalty: 3672.336426
	Iteration 10F: 3 clusters Score -8361624 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -8362893.500000 Penalty: 3672.336426
	Iteration 11Q: 3 clusters Score -8362894 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -8363526.000000 Penalty: 3672.336426
	Iteration 12Q: 3 clusters Score -8363526 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -8363831.500000 Penalty: 3672.336426
	Iteration 13Q: 3 clusters Score -8363832 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -8364184.000000 Penalty: 3672.336426
	Iteration 14Q: 3 clusters Score -8364184 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -8364523.000000 Penalty: 3672.336426
	Iteration 15Q: 3 clusters Score -8364523 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -8364802.000000 Penalty: 3672.336426
	Iteration 16Q: 3 clusters Score -8364802 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -8365104.500000 Penalty: 3672.336426
	Iteration 17Q: 3 clusters Score -8365104 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -8365434.000000 Penalty: 3672.336426
	Iteration 18Q: 3 clusters Score -8365434 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -8365749.000000 Penalty: 3672.336426
	Iteration 19Q: 3 clusters Score -8365749 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -8366128.000000 Penalty: 3672.336426
	Iteration 20F: 3 clusters Score -8366128 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -8366534.500000 Penalty: 3672.336426
	Iteration 21Q: 3 clusters Score -8366534 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -8366945.500000 Penalty: 3672.336426
	Iteration 22Q: 3 clusters Score -8366946 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -8367300.000000 Penalty: 3672.336426
	Iteration 23Q: 3 clusters Score -8367300 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -8367638.500000 Penalty: 3672.336426
	Iteration 24Q: 3 clusters Score -8367638 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -8367991.500000 Penalty: 3672.336426
	Iteration 25Q: 3 clusters Score -8367992 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -8368361.500000 Penalty: 3672.336426
	Iteration 26Q: 3 clusters Score -8368362 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -8368647.000000 Penalty: 3672.336426
	Iteration 27Q: 3 clusters Score -8368647 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -8368983.000000 Penalty: 3672.336426
	Iteration 28Q: 3 clusters Score -8368983 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -8369267.500000 Penalty: 3672.336426
	Iteration 29Q: 3 clusters Score -8369268 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -8369613.500000 Penalty: 3672.336426
	Iteration 30Q: 3 clusters Score -8369614 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -8369941.500000 Penalty: 3672.336426
	Iteration 31Q: 3 clusters Score -8369942 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -8370221.000000 Penalty: 3672.336426
	Iteration 32Q: 3 clusters Score -8370221 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -8370599.500000 Penalty: 3672.336426
	Iteration 33Q: 3 clusters Score -8370600 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -8370982.500000 Penalty: 3672.336426
	Iteration 34Q: 3 clusters Score -8370982 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -8371329.500000 Penalty: 3672.336426
	Iteration 35Q: 3 clusters Score -8371330 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -8371591.000000 Penalty: 3672.336426
	Iteration 36Q: 3 clusters Score -8371591 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -8371775.000000 Penalty: 3672.336426
	Iteration 37Q: 3 clusters Score -8371775 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -8371923.000000 Penalty: 3672.336426
	Iteration 38Q: 3 clusters Score -8371923 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -8372047.000000 Penalty: 3672.336426
	Iteration 39Q: 3 clusters Score -8372047 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -8372123.500000 Penalty: 3672.336426
	Iteration 40F: 3 clusters Score -8372124 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -8372192.500000 Penalty: 3672.336426
	Iteration 41Q: 3 clusters Score -8372192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -8372255.500000 Penalty: 3672.336426
	Iteration 42Q: 3 clusters Score -8372256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 79920 members 
Entering Unmasked Estep 
Score: -8372296.500000 Penalty: 3672.336426
	Iteration 43Q: 3 clusters Score -8372296 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -8372329.500000 Penalty: 3672.336426
	Iteration 44Q: 3 clusters Score -8372330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -8372351.000000 Penalty: 3672.336426
	Iteration 45Q: 3 clusters Score -8372351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -8372382.000000 Penalty: 3672.336426
	Iteration 46Q: 3 clusters Score -8372382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -8372420.000000 Penalty: 3672.336426
	Iteration 47Q: 3 clusters Score -8372420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -8372434.000000 Penalty: 3672.336426
	Iteration 48Q: 3 clusters Score -8372434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 80160 members 
Entering Unmasked Estep 
Score: -8372458.000000 Penalty: 3672.336426
	Iteration 49Q: 3 clusters Score -8372458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -8372474.000000 Penalty: 3672.336426
	Iteration 50Q: 3 clusters Score -8372474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -8372488.500000 Penalty: 3672.336426
	Iteration 51Q: 3 clusters Score -8372488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -8372494.500000 Penalty: 3672.336426
	Iteration 52Q: 3 clusters Score -8372494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -8372503.500000 Penalty: 3672.336426
	Iteration 53Q: 3 clusters Score -8372504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 80226 members 
Entering Unmasked Estep 
Score: -8372523.500000 Penalty: 3672.336426
	Iteration 54Q: 3 clusters Score -8372524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -8372531.000000 Penalty: 3672.336426
	Iteration 55Q: 3 clusters Score -8372531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -8372542.000000 Penalty: 3672.336426
	Iteration 56Q: 3 clusters Score -8372542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -8372542.000000 Penalty: 3672.336426
	Iteration 57Q: 3 clusters Score -8372542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 80257 members 
Entering Unmasked Estep 
Score: -8372545.500000 Penalty: 3672.336426
	Iteration 58Q: 3 clusters Score -8372546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -8372554.500000 Penalty: 3672.336426
	Iteration 59Q: 3 clusters Score -8372554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -8372569.500000 Penalty: 3672.336426
	Iteration 60F: 3 clusters Score -8372570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 80275 members 
Entering Unmasked Estep 
Score: -8372575.000000 Penalty: 3672.336426
	Iteration 61Q: 3 clusters Score -8372575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -8372575.500000 Penalty: 3672.336426
	Iteration 62Q: 3 clusters Score -8372576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -8372568.500000 Penalty: 3672.336426
	Iteration 63Q: 3 clusters Score -8372568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -8372571.000000 Penalty: 3672.336426
	Iteration 64Q: 3 clusters Score -8372571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -8372570.500000 Penalty: 3672.336426
	Iteration 65Q: 3 clusters Score -8372570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -8372578.500000 Penalty: 3672.336426
	Iteration 66Q: 3 clusters Score -8372578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -8372578.000000 Penalty: 3672.336426
	Iteration 67Q: 3 clusters Score -8372578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -8372579.500000 Penalty: 3672.336426
	Iteration 68Q: 3 clusters Score -8372580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -8372579.000000 Penalty: 3672.336426
	Iteration 69Q: 3 clusters Score -8372579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -8372580.000000 Penalty: 3672.336426
	Iteration 70Q: 3 clusters Score -8372580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -8372583.500000 Penalty: 3672.336426
	Iteration 71Q: 3 clusters Score -8372584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -8372581.000000 Penalty: 3672.336426
	Iteration 72Q: 3 clusters Score -8372581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -8372581.000000 Penalty: 3672.336426
	Iteration 73Q: 3 clusters Score -8372581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -8372580.000000 Penalty: 3672.336426
	Iteration 74Q: 3 clusters Score -8372580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 80296 members 
Entering Unmasked Estep 
Score: -8372585.500000 Penalty: 3672.336426
	Iteration 75Q: 3 clusters Score -8372586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -8372588.500000 Penalty: 3672.336426
	Iteration 76Q: 3 clusters Score -8372588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -8372594.500000 Penalty: 3672.336426
	Iteration 77Q: 3 clusters Score -8372594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -8372592.000000 Penalty: 3672.336426
	Iteration 78Q: 3 clusters Score -8372592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -8372599.000000 Penalty: 3672.336426
	Iteration 79Q: 3 clusters Score -8372599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -8372600.000000 Penalty: 3672.336426
	Iteration 80F: 3 clusters Score -8372600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -8372594.000000 Penalty: 3672.336426
	Iteration 81Q: 3 clusters Score -8372594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -8372598.000000 Penalty: 3672.336426
	Iteration 82Q: 3 clusters Score -8372598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -8372594.500000 Penalty: 3672.336426
	Iteration 83Q: 3 clusters Score -8372594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 80309 members 
Entering Unmasked Estep 
Score: -8372598.000000 Penalty: 3672.336426
	Iteration 84Q: 3 clusters Score -8372598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
Score: -8372600.000000 Penalty: 3672.336426
	Iteration 85Q: 3 clusters Score -8372600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -8372615.500000 Penalty: 3672.336426
	Iteration 86Q: 3 clusters Score -8372616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -8372613.500000 Penalty: 3672.336426
	Iteration 87Q: 3 clusters Score -8372614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -8372621.000000 Penalty: 3672.336426
	Iteration 88Q: 3 clusters Score -8372621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -8372616.000000 Penalty: 3672.336426
	Iteration 89Q: 3 clusters Score -8372616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -8372618.500000 Penalty: 3672.336426
	Iteration 90Q: 3 clusters Score -8372618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -8372616.500000 Penalty: 3672.336426
	Iteration 91Q: 3 clusters Score -8372616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -8372616.500000 Penalty: 3672.336426
	Iteration 92Q: 3 clusters Score -8372616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -8372616.500000 Penalty: 3672.336426
	Iteration 93F: 3 clusters Score -8372616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (65088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Entering Unmasked Estep 
Score: -6723913.500000 Penalty: 1801.067993
	Iteration 0F: 2 clusters Score -6723914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -6680469.000000 Penalty: 3602.135986
	Iteration 0F: 3 clusters Score -6680469 nChanged 30786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -6697800.500000 Penalty: 3602.135986
	Iteration 1F: 3 clusters Score -6697800 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -6698292.000000 Penalty: 3602.135986
	Iteration 2Q: 3 clusters Score -6698292 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -6698867.000000 Penalty: 3602.135986
	Iteration 3Q: 3 clusters Score -6698867 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -6699619.500000 Penalty: 3602.135986
	Iteration 4Q: 3 clusters Score -6699620 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -6700598.000000 Penalty: 3602.135986
	Iteration 5Q: 3 clusters Score -6700598 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -6701681.000000 Penalty: 3602.135986
	Iteration 6Q: 3 clusters Score -6701681 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -6703276.500000 Penalty: 3602.135986
	Iteration 7Q: 3 clusters Score -6703276 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -6705570.000000 Penalty: 3602.135986
	Iteration 8F: 3 clusters Score -6705570 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -6708620.500000 Penalty: 3602.135986
	Iteration 9F: 3 clusters Score -6708620 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -6711941.000000 Penalty: 3602.135986
	Iteration 10F: 3 clusters Score -6711941 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -6714054.500000 Penalty: 3602.135986
	Iteration 11F: 3 clusters Score -6714054 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -6715036.000000 Penalty: 3602.135986
	Iteration 12Q: 3 clusters Score -6715036 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -6715624.500000 Penalty: 3602.135986
	Iteration 13Q: 3 clusters Score -6715624 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -6716168.500000 Penalty: 3602.135986
	Iteration 14Q: 3 clusters Score -6716168 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -6716679.000000 Penalty: 3602.135986
	Iteration 15Q: 3 clusters Score -6716679 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -6717147.500000 Penalty: 3602.135986
	Iteration 16Q: 3 clusters Score -6717148 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -6717591.000000 Penalty: 3602.135986
	Iteration 17Q: 3 clusters Score -6717591 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -6717904.500000 Penalty: 3602.135986
	Iteration 18Q: 3 clusters Score -6717904 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6718160.500000 Penalty: 3602.135986
	Iteration 19Q: 3 clusters Score -6718160 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -6718356.000000 Penalty: 3602.135986
	Iteration 20F: 3 clusters Score -6718356 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -6718539.000000 Penalty: 3602.135986
	Iteration 21Q: 3 clusters Score -6718539 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -6718722.500000 Penalty: 3602.135986
	Iteration 22Q: 3 clusters Score -6718722 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -6718839.500000 Penalty: 3602.135986
	Iteration 23Q: 3 clusters Score -6718840 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6718992.500000 Penalty: 3602.135986
	Iteration 24Q: 3 clusters Score -6718992 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -6719123.500000 Penalty: 3602.135986
	Iteration 25Q: 3 clusters Score -6719124 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6719288.000000 Penalty: 3602.135986
	Iteration 26Q: 3 clusters Score -6719288 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -6719407.500000 Penalty: 3602.135986
	Iteration 27Q: 3 clusters Score -6719408 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -6719545.000000 Penalty: 3602.135986
	Iteration 28Q: 3 clusters Score -6719545 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -6719684.500000 Penalty: 3602.135986
	Iteration 29Q: 3 clusters Score -6719684 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -6719869.500000 Penalty: 3602.135986
	Iteration 30Q: 3 clusters Score -6719870 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -6720015.500000 Penalty: 3602.135986
	Iteration 31Q: 3 clusters Score -6720016 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -6720130.000000 Penalty: 3602.135986
	Iteration 32Q: 3 clusters Score -6720130 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -6720263.500000 Penalty: 3602.135986
	Iteration 33Q: 3 clusters Score -6720264 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -6720419.000000 Penalty: 3602.135986
	Iteration 34Q: 3 clusters Score -6720419 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -6720553.500000 Penalty: 3602.135986
	Iteration 35Q: 3 clusters Score -6720554 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -6720658.500000 Penalty: 3602.135986
	Iteration 36Q: 3 clusters Score -6720658 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -6720802.000000 Penalty: 3602.135986
	Iteration 37Q: 3 clusters Score -6720802 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -6720913.000000 Penalty: 3602.135986
	Iteration 38Q: 3 clusters Score -6720913 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -6721048.500000 Penalty: 3602.135986
	Iteration 39Q: 3 clusters Score -6721048 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -6721169.000000 Penalty: 3602.135986
	Iteration 40F: 3 clusters Score -6721169 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -6721297.000000 Penalty: 3602.135986
	Iteration 41Q: 3 clusters Score -6721297 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -6721394.000000 Penalty: 3602.135986
	Iteration 42Q: 3 clusters Score -6721394 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -6721537.500000 Penalty: 3602.135986
	Iteration 43Q: 3 clusters Score -6721538 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -6721643.500000 Penalty: 3602.135986
	Iteration 44Q: 3 clusters Score -6721644 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -6721742.000000 Penalty: 3602.135986
	Iteration 45Q: 3 clusters Score -6721742 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -6721856.000000 Penalty: 3602.135986
	Iteration 46Q: 3 clusters Score -6721856 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -6721928.500000 Penalty: 3602.135986
	Iteration 47Q: 3 clusters Score -6721928 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -6722020.000000 Penalty: 3602.135986
	Iteration 48Q: 3 clusters Score -6722020 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -6722085.000000 Penalty: 3602.135986
	Iteration 49Q: 3 clusters Score -6722085 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -6722143.500000 Penalty: 3602.135986
	Iteration 50Q: 3 clusters Score -6722144 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -6722191.000000 Penalty: 3602.135986
	Iteration 51Q: 3 clusters Score -6722191 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -6722236.000000 Penalty: 3602.135986
	Iteration 52Q: 3 clusters Score -6722236 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -6722309.500000 Penalty: 3602.135986
	Iteration 53Q: 3 clusters Score -6722310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -6722362.000000 Penalty: 3602.135986
	Iteration 54Q: 3 clusters Score -6722362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -6722391.000000 Penalty: 3602.135986
	Iteration 55Q: 3 clusters Score -6722391 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -6722414.000000 Penalty: 3602.135986
	Iteration 56Q: 3 clusters Score -6722414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -6722421.500000 Penalty: 3602.135986
	Iteration 57Q: 3 clusters Score -6722422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -6722424.000000 Penalty: 3602.135986
	Iteration 58Q: 3 clusters Score -6722424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -6722437.000000 Penalty: 3602.135986
	Iteration 59Q: 3 clusters Score -6722437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -6722441.500000 Penalty: 3602.135986
	Iteration 60F: 3 clusters Score -6722442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -6722458.500000 Penalty: 3602.135986
	Iteration 61Q: 3 clusters Score -6722458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -6722463.500000 Penalty: 3602.135986
	Iteration 62Q: 3 clusters Score -6722464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -6722474.500000 Penalty: 3602.135986
	Iteration 63Q: 3 clusters Score -6722474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -6722479.500000 Penalty: 3602.135986
	Iteration 64Q: 3 clusters Score -6722480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -6722494.000000 Penalty: 3602.135986
	Iteration 65Q: 3 clusters Score -6722494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -6722517.500000 Penalty: 3602.135986
	Iteration 66Q: 3 clusters Score -6722518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -6722515.500000 Penalty: 3602.135986
	Iteration 67Q: 3 clusters Score -6722516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -6722506.500000 Penalty: 3602.135986
	Iteration 68Q: 3 clusters Score -6722506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -6722525.000000 Penalty: 3602.135986
	Iteration 69Q: 3 clusters Score -6722525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -6722540.000000 Penalty: 3602.135986
	Iteration 70Q: 3 clusters Score -6722540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -6722545.500000 Penalty: 3602.135986
	Iteration 71Q: 3 clusters Score -6722546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -6722552.000000 Penalty: 3602.135986
	Iteration 72Q: 3 clusters Score -6722552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -6722545.000000 Penalty: 3602.135986
	Iteration 73Q: 3 clusters Score -6722545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -6722544.500000 Penalty: 3602.135986
	Iteration 74Q: 3 clusters Score -6722544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -6722543.500000 Penalty: 3602.135986
	Iteration 75Q: 3 clusters Score -6722544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -6722548.500000 Penalty: 3602.135986
	Iteration 76Q: 3 clusters Score -6722548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -6722551.000000 Penalty: 3602.135986
	Iteration 77Q: 3 clusters Score -6722551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -6722556.500000 Penalty: 3602.135986
	Iteration 78Q: 3 clusters Score -6722556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -6722558.500000 Penalty: 3602.135986
	Iteration 79Q: 3 clusters Score -6722558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -6722557.000000 Penalty: 3602.135986
	Iteration 80F: 3 clusters Score -6722557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -6722556.500000 Penalty: 3602.135986
	Iteration 81Q: 3 clusters Score -6722556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -6722567.500000 Penalty: 3602.135986
	Iteration 82Q: 3 clusters Score -6722568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -6722565.000000 Penalty: 3602.135986
	Iteration 83Q: 3 clusters Score -6722565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -6722566.500000 Penalty: 3602.135986
	Iteration 84Q: 3 clusters Score -6722566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -6722571.500000 Penalty: 3602.135986
	Iteration 85Q: 3 clusters Score -6722572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -6722570.000000 Penalty: 3602.135986
	Iteration 86Q: 3 clusters Score -6722570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -6722573.500000 Penalty: 3602.135986
	Iteration 87Q: 3 clusters Score -6722574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -6722567.500000 Penalty: 3602.135986
	Iteration 88Q: 3 clusters Score -6722568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -6722575.500000 Penalty: 3602.135986
	Iteration 89Q: 3 clusters Score -6722576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -6722584.000000 Penalty: 3602.135986
	Iteration 90Q: 3 clusters Score -6722584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -6722582.500000 Penalty: 3602.135986
	Iteration 91Q: 3 clusters Score -6722582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -6722580.500000 Penalty: 3602.135986
	Iteration 92Q: 3 clusters Score -6722580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -6722581.500000 Penalty: 3602.135986
	Iteration 93Q: 3 clusters Score -6722582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -6722578.500000 Penalty: 3602.135986
	Iteration 94Q: 3 clusters Score -6722578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -6722577.000000 Penalty: 3602.135986
	Iteration 95Q: 3 clusters Score -6722577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -6722587.000000 Penalty: 3602.135986
	Iteration 96Q: 3 clusters Score -6722587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -6722584.500000 Penalty: 3602.135986
	Iteration 97Q: 3 clusters Score -6722584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -6722584.500000 Penalty: 3602.135986
	Iteration 98F: 3 clusters Score -6722584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (65155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Entering Unmasked Estep 
Score: -6753884.500000 Penalty: 1801.235229
	Iteration 0F: 2 clusters Score -6753884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -6710120.500000 Penalty: 3602.470459
	Iteration 0F: 3 clusters Score -6710120 nChanged 30696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -6727603.500000 Penalty: 3602.470459
	Iteration 1F: 3 clusters Score -6727604 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -6728013.000000 Penalty: 3602.470459
	Iteration 2Q: 3 clusters Score -6728013 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -6728398.500000 Penalty: 3602.470459
	Iteration 3Q: 3 clusters Score -6728398 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -6728872.500000 Penalty: 3602.470459
	Iteration 4Q: 3 clusters Score -6728872 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -6729480.000000 Penalty: 3602.470459
	Iteration 5Q: 3 clusters Score -6729480 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -6730349.000000 Penalty: 3602.470459
	Iteration 6Q: 3 clusters Score -6730349 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -6731833.500000 Penalty: 3602.470459
	Iteration 7Q: 3 clusters Score -6731834 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -6734338.500000 Penalty: 3602.470459
	Iteration 8F: 3 clusters Score -6734338 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -6738186.000000 Penalty: 3602.470459
	Iteration 9F: 3 clusters Score -6738186 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -6743115.500000 Penalty: 3602.470459
	Iteration 10F: 3 clusters Score -6743116 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -6747592.000000 Penalty: 3602.470459
	Iteration 11F: 3 clusters Score -6747592 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -6750365.000000 Penalty: 3602.470459
	Iteration 12Q: 3 clusters Score -6750365 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -6751591.500000 Penalty: 3602.470459
	Iteration 13Q: 3 clusters Score -6751592 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -6752078.500000 Penalty: 3602.470459
	Iteration 14Q: 3 clusters Score -6752078 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -6752266.000000 Penalty: 3602.470459
	Iteration 15Q: 3 clusters Score -6752266 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -6752357.000000 Penalty: 3602.470459
	Iteration 16Q: 3 clusters Score -6752357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -6752407.500000 Penalty: 3602.470459
	Iteration 17Q: 3 clusters Score -6752408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -6752442.000000 Penalty: 3602.470459
	Iteration 18Q: 3 clusters Score -6752442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -6752463.000000 Penalty: 3602.470459
	Iteration 19Q: 3 clusters Score -6752463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -6752483.000000 Penalty: 3602.470459
	Iteration 20F: 3 clusters Score -6752483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -6752490.500000 Penalty: 3602.470459
	Iteration 21Q: 3 clusters Score -6752490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -6752502.000000 Penalty: 3602.470459
	Iteration 22Q: 3 clusters Score -6752502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -6752509.000000 Penalty: 3602.470459
	Iteration 23Q: 3 clusters Score -6752509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -6752524.500000 Penalty: 3602.470459
	Iteration 24Q: 3 clusters Score -6752524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -6752526.500000 Penalty: 3602.470459
	Iteration 25Q: 3 clusters Score -6752526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -6752532.000000 Penalty: 3602.470459
	Iteration 26Q: 3 clusters Score -6752532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -6752540.000000 Penalty: 3602.470459
	Iteration 27Q: 3 clusters Score -6752540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -6752535.000000 Penalty: 3602.470459
	Iteration 28Q: 3 clusters Score -6752535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -6752542.000000 Penalty: 3602.470459
	Iteration 29Q: 3 clusters Score -6752542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -6752542.000000 Penalty: 3602.470459
	Iteration 30F: 3 clusters Score -6752542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 28288 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48018 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34852 members 
Mstep: Class 11 contains 166449 members 
Mstep: Class 12 contains 328600 members 
Mstep: Class 14 contains 47992 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 80781 members 
Mstep: Class 20 contains 65088 members 
Mstep: Class 21 contains 65155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148616.000000 Penalty: 33526.671875
Iteration 239Q: 16 clusters Score -9.414862e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 28292 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48020 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34860 members 
Mstep: Class 11 contains 166420 members 
Mstep: Class 12 contains 328590 members 
Mstep: Class 14 contains 47991 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 80784 members 
Mstep: Class 20 contains 65104 members 
Mstep: Class 21 contains 65169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148640.000000 Penalty: 33526.671875
Iteration 240F: 16 clusters Score -9.414864e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 28293 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48029 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34862 members 
Mstep: Class 11 contains 166395 members 
Mstep: Class 12 contains 328580 members 
Mstep: Class 14 contains 47990 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 80790 members 
Mstep: Class 20 contains 65117 members 
Mstep: Class 21 contains 65177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148680.000000 Penalty: 33526.671875
Iteration 241Q: 16 clusters Score -9.414868e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 28292 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48031 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34865 members 
Mstep: Class 11 contains 166378 members 
Mstep: Class 12 contains 328574 members 
Mstep: Class 14 contains 47990 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 80790 members 
Mstep: Class 20 contains 65126 members 
Mstep: Class 21 contains 65189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148744.000000 Penalty: 33526.671875
Iteration 242Q: 16 clusters Score -9.414874e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 28292 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48029 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 34869 members 
Mstep: Class 11 contains 166347 members 
Mstep: Class 12 contains 328570 members 
Mstep: Class 14 contains 47993 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 80792 members 
Mstep: Class 20 contains 65136 members 
Mstep: Class 21 contains 65210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148888.000000 Penalty: 33526.671875
Iteration 243Q: 16 clusters Score -9.414889e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 28292 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48031 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 34870 members 
Mstep: Class 11 contains 166326 members 
Mstep: Class 12 contains 328567 members 
Mstep: Class 14 contains 47994 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 80795 members 
Mstep: Class 20 contains 65146 members 
Mstep: Class 21 contains 65221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148904.000000 Penalty: 33526.671875
Iteration 244Q: 16 clusters Score -9.41489e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 28291 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48032 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34870 members 
Mstep: Class 11 contains 166306 members 
Mstep: Class 12 contains 328555 members 
Mstep: Class 14 contains 47995 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 80801 members 
Mstep: Class 20 contains 65160 members 
Mstep: Class 21 contains 65236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148944.000000 Penalty: 33526.671875
Iteration 245Q: 16 clusters Score -9.414894e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 28289 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48031 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34871 members 
Mstep: Class 11 contains 166291 members 
Mstep: Class 12 contains 328550 members 
Mstep: Class 14 contains 48004 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 80808 members 
Mstep: Class 20 contains 65166 members 
Mstep: Class 21 contains 65243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149008.000000 Penalty: 33526.671875
Iteration 246Q: 16 clusters Score -9.414901e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 28288 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48030 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34873 members 
Mstep: Class 11 contains 166275 members 
Mstep: Class 12 contains 328533 members 
Mstep: Class 14 contains 48016 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 80814 members 
Mstep: Class 20 contains 65177 members 
Mstep: Class 21 contains 65248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148968.000000 Penalty: 33526.671875
Iteration 247Q: 16 clusters Score -9.414897e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 28287 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48031 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34876 members 
Mstep: Class 11 contains 166258 members 
Mstep: Class 12 contains 328527 members 
Mstep: Class 14 contains 48025 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 80820 members 
Mstep: Class 20 contains 65182 members 
Mstep: Class 21 contains 65251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148936.000000 Penalty: 33526.671875
Iteration 248Q: 16 clusters Score -9.414894e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 28284 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48030 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34880 members 
Mstep: Class 11 contains 166234 members 
Mstep: Class 12 contains 328516 members 
Mstep: Class 14 contains 48030 members 
Mstep: Class 16 contains 3312 members 
Mstep: Class 17 contains 80828 members 
Mstep: Class 20 contains 65191 members 
Mstep: Class 21 contains 65264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148936.000000 Penalty: 33526.671875
Iteration 249Q: 16 clusters Score -9.414894e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 28286 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48030 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34881 members 
Mstep: Class 11 contains 166208 members 
Mstep: Class 12 contains 328506 members 
Mstep: Class 14 contains 48033 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 80834 members 
Mstep: Class 20 contains 65201 members 
Mstep: Class 21 contains 65279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148944.000000 Penalty: 33526.671875
Iteration 250Q: 16 clusters Score -9.414894e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 28284 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48026 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34885 members 
Mstep: Class 11 contains 166182 members 
Mstep: Class 12 contains 328500 members 
Mstep: Class 14 contains 48043 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 80836 members 
Mstep: Class 20 contains 65207 members 
Mstep: Class 21 contains 65297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148912.000000 Penalty: 33526.671875
Iteration 251Q: 16 clusters Score -9.414891e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 28282 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48022 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34887 members 
Mstep: Class 11 contains 166148 members 
Mstep: Class 12 contains 328503 members 
Mstep: Class 14 contains 48050 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 80842 members 
Mstep: Class 20 contains 65218 members 
Mstep: Class 21 contains 65316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149024.000000 Penalty: 33526.671875
Iteration 252Q: 16 clusters Score -9.414902e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 28280 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48019 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34887 members 
Mstep: Class 11 contains 166123 members 
Mstep: Class 12 contains 328510 members 
Mstep: Class 14 contains 48052 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 80849 members 
Mstep: Class 20 contains 65227 members 
Mstep: Class 21 contains 65329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149000.000000 Penalty: 33526.671875
Iteration 253Q: 16 clusters Score -9.4149e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 28276 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48021 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 34887 members 
Mstep: Class 11 contains 166096 members 
Mstep: Class 12 contains 328513 members 
Mstep: Class 14 contains 48057 members 
Mstep: Class 16 contains 3312 members 
Mstep: Class 17 contains 80849 members 
Mstep: Class 20 contains 65240 members 
Mstep: Class 21 contains 65341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149032.000000 Penalty: 33526.671875
Iteration 254Q: 16 clusters Score -9.414903e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 28273 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48020 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 34889 members 
Mstep: Class 11 contains 166080 members 
Mstep: Class 12 contains 328512 members 
Mstep: Class 14 contains 48058 members 
Mstep: Class 16 contains 3312 members 
Mstep: Class 17 contains 80848 members 
Mstep: Class 20 contains 65252 members 
Mstep: Class 21 contains 65353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149088.000000 Penalty: 33526.671875
Iteration 255Q: 16 clusters Score -9.414909e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 28271 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48020 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 34893 members 
Mstep: Class 11 contains 166058 members 
Mstep: Class 12 contains 328509 members 
Mstep: Class 14 contains 48054 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 80848 members 
Mstep: Class 20 contains 65269 members 
Mstep: Class 21 contains 65361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149160.000000 Penalty: 33526.671875
Iteration 256Q: 16 clusters Score -9.414916e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 28273 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48022 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 34897 members 
Mstep: Class 11 contains 166017 members 
Mstep: Class 12 contains 328505 members 
Mstep: Class 14 contains 48058 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 80853 members 
Mstep: Class 20 contains 65279 members 
Mstep: Class 21 contains 65380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149184.000000 Penalty: 33526.671875
Iteration 257Q: 16 clusters Score -9.414918e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 28267 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48028 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 34904 members 
Mstep: Class 11 contains 165982 members 
Mstep: Class 12 contains 328506 members 
Mstep: Class 14 contains 48058 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 80857 members 
Mstep: Class 20 contains 65290 members 
Mstep: Class 21 contains 65393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149080.000000 Penalty: 33526.671875
Iteration 258Q: 16 clusters Score -9.414908e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48026 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 34911 members 
Mstep: Class 11 contains 165948 members 
Mstep: Class 12 contains 328508 members 
Mstep: Class 14 contains 48063 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 80859 members 
Mstep: Class 20 contains 65295 members 
Mstep: Class 21 contains 65412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149080.000000 Penalty: 33526.671875
Iteration 259Q: 16 clusters Score -9.414908e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 28261 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48029 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34920 members 
Mstep: Class 11 contains 165921 members 
Mstep: Class 12 contains 328512 members 
Mstep: Class 14 contains 48068 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 80859 members 
Mstep: Class 20 contains 65298 members 
Mstep: Class 21 contains 65420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148952.000000 Penalty: 33526.671875
Iteration 260F: 16 clusters Score -9.414895e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 28259 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48028 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34928 members 
Mstep: Class 11 contains 165902 members 
Mstep: Class 12 contains 328523 members 
Mstep: Class 14 contains 48068 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 80856 members 
Mstep: Class 20 contains 65300 members 
Mstep: Class 21 contains 65429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148992.000000 Penalty: 33526.671875
Iteration 261Q: 16 clusters Score -9.414899e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 28261 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48025 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34935 members 
Mstep: Class 11 contains 165881 members 
Mstep: Class 12 contains 328531 members 
Mstep: Class 14 contains 48067 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 80855 members 
Mstep: Class 20 contains 65300 members 
Mstep: Class 21 contains 65441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148976.000000 Penalty: 33526.671875
Iteration 262Q: 16 clusters Score -9.414898e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 28264 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48027 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34939 members 
Mstep: Class 11 contains 165845 members 
Mstep: Class 12 contains 328538 members 
Mstep: Class 14 contains 48070 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 80859 members 
Mstep: Class 20 contains 65303 members 
Mstep: Class 21 contains 65454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149000.000000 Penalty: 33526.671875
Iteration 263Q: 16 clusters Score -9.4149e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48029 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34944 members 
Mstep: Class 11 contains 165814 members 
Mstep: Class 12 contains 328549 members 
Mstep: Class 14 contains 48073 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 80858 members 
Mstep: Class 20 contains 65307 members 
Mstep: Class 21 contains 65466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148952.000000 Penalty: 33526.671875
Iteration 264Q: 16 clusters Score -9.414895e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 28260 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48028 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34947 members 
Mstep: Class 11 contains 165791 members 
Mstep: Class 12 contains 328556 members 
Mstep: Class 14 contains 48076 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 80856 members 
Mstep: Class 20 contains 65311 members 
Mstep: Class 21 contains 65481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149008.000000 Penalty: 33526.671875
Iteration 265Q: 16 clusters Score -9.414901e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 28256 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48029 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34947 members 
Mstep: Class 11 contains 165776 members 
Mstep: Class 12 contains 328568 members 
Mstep: Class 14 contains 48074 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 80858 members 
Mstep: Class 20 contains 65313 members 
Mstep: Class 21 contains 65488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148912.000000 Penalty: 33526.671875
Iteration 266Q: 16 clusters Score -9.414891e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 28257 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48030 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34947 members 
Mstep: Class 11 contains 165744 members 
Mstep: Class 12 contains 328576 members 
Mstep: Class 14 contains 48075 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 80868 members 
Mstep: Class 20 contains 65317 members 
Mstep: Class 21 contains 65499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149032.000000 Penalty: 33526.671875
Iteration 267Q: 16 clusters Score -9.414903e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 28259 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48029 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34950 members 
Mstep: Class 11 contains 165721 members 
Mstep: Class 12 contains 328580 members 
Mstep: Class 14 contains 48073 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 80873 members 
Mstep: Class 20 contains 65321 members 
Mstep: Class 21 contains 65507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149032.000000 Penalty: 33526.671875
Iteration 268Q: 16 clusters Score -9.414903e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 28260 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48028 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 34957 members 
Mstep: Class 11 contains 165691 members 
Mstep: Class 12 contains 328580 members 
Mstep: Class 14 contains 48076 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 80874 members 
Mstep: Class 20 contains 65334 members 
Mstep: Class 21 contains 65513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148984.000000 Penalty: 33526.671875
Iteration 269Q: 16 clusters Score -9.414898e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 28261 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48027 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2616 members 
Mstep: Class 9 contains 34961 members 
Mstep: Class 11 contains 165652 members 
Mstep: Class 12 contains 328587 members 
Mstep: Class 14 contains 48079 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 80881 members 
Mstep: Class 20 contains 65347 members 
Mstep: Class 21 contains 65520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149024.000000 Penalty: 33526.671875
Iteration 270Q: 16 clusters Score -9.414902e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 28260 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48023 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 34962 members 
Mstep: Class 11 contains 165620 members 
Mstep: Class 12 contains 328599 members 
Mstep: Class 14 contains 48082 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 80889 members 
Mstep: Class 20 contains 65354 members 
Mstep: Class 21 contains 65531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149000.000000 Penalty: 33526.671875
Iteration 271Q: 16 clusters Score -9.4149e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 28260 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48028 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 34965 members 
Mstep: Class 11 contains 165591 members 
Mstep: Class 12 contains 328605 members 
Mstep: Class 14 contains 48082 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 80892 members 
Mstep: Class 20 contains 65361 members 
Mstep: Class 21 contains 65541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148960.000000 Penalty: 33526.671875
Iteration 272Q: 16 clusters Score -9.414896e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 28261 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48031 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 34966 members 
Mstep: Class 11 contains 165551 members 
Mstep: Class 12 contains 328618 members 
Mstep: Class 14 contains 48083 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 80901 members 
Mstep: Class 20 contains 65369 members 
Mstep: Class 21 contains 65549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148968.000000 Penalty: 33526.671875
Iteration 273Q: 16 clusters Score -9.414897e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48029 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 34964 members 
Mstep: Class 11 contains 165512 members 
Mstep: Class 12 contains 328638 members 
Mstep: Class 14 contains 48087 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 80910 members 
Mstep: Class 20 contains 65377 members 
Mstep: Class 21 contains 65554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148936.000000 Penalty: 33526.671875
Iteration 274Q: 16 clusters Score -9.414894e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48029 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 34963 members 
Mstep: Class 11 contains 165477 members 
Mstep: Class 12 contains 328648 members 
Mstep: Class 14 contains 48094 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 80915 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 65565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148888.000000 Penalty: 33526.671875
Iteration 275Q: 16 clusters Score -9.414889e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 28265 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48030 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 34963 members 
Mstep: Class 11 contains 165452 members 
Mstep: Class 12 contains 328652 members 
Mstep: Class 14 contains 48097 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 80915 members 
Mstep: Class 20 contains 65386 members 
Mstep: Class 21 contains 65578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148888.000000 Penalty: 33526.671875
Iteration 276Q: 16 clusters Score -9.414889e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 28266 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48028 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 34966 members 
Mstep: Class 11 contains 165417 members 
Mstep: Class 12 contains 328666 members 
Mstep: Class 14 contains 48097 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 80914 members 
Mstep: Class 20 contains 65396 members 
Mstep: Class 21 contains 65592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148880.000000 Penalty: 33526.671875
Iteration 277Q: 16 clusters Score -9.414888e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48032 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 34969 members 
Mstep: Class 11 contains 165366 members 
Mstep: Class 12 contains 328674 members 
Mstep: Class 14 contains 48098 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 80916 members 
Mstep: Class 20 contains 65405 members 
Mstep: Class 21 contains 65614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148920.000000 Penalty: 33526.671875
Iteration 278Q: 16 clusters Score -9.414892e+07 nChanged 104
Entering ConstructFrom: 
Score: -94148920.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (57728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Entering Unmasked Estep 
Score: -5726708.500000 Penalty: 1781.568237
	Iteration 0F: 2 clusters Score -5726708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -5688181.500000 Penalty: 3563.136475
	Iteration 0F: 3 clusters Score -5688182 nChanged 27072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -5703669.000000 Penalty: 3563.136475
	Iteration 1F: 3 clusters Score -5703669 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5704225.500000 Penalty: 3563.136475
	Iteration 2Q: 3 clusters Score -5704226 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -5704851.500000 Penalty: 3563.136475
	Iteration 3Q: 3 clusters Score -5704852 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -5705618.000000 Penalty: 3563.136475
	Iteration 4Q: 3 clusters Score -5705618 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -5706722.000000 Penalty: 3563.136475
	Iteration 5Q: 3 clusters Score -5706722 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -5708342.000000 Penalty: 3563.136475
	Iteration 6Q: 3 clusters Score -5708342 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5710548.500000 Penalty: 3563.136475
	Iteration 7F: 3 clusters Score -5710548 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -5713141.000000 Penalty: 3563.136475
	Iteration 8F: 3 clusters Score -5713141 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -5715698.500000 Penalty: 3563.136475
	Iteration 9F: 3 clusters Score -5715698 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -5717664.000000 Penalty: 3563.136475
	Iteration 10Q: 3 clusters Score -5717664 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -5719167.500000 Penalty: 3563.136475
	Iteration 11Q: 3 clusters Score -5719168 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -5720292.000000 Penalty: 3563.136475
	Iteration 12Q: 3 clusters Score -5720292 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -5721323.500000 Penalty: 3563.136475
	Iteration 13Q: 3 clusters Score -5721324 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -5722224.000000 Penalty: 3563.136475
	Iteration 14Q: 3 clusters Score -5722224 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -5722941.500000 Penalty: 3563.136475
	Iteration 15Q: 3 clusters Score -5722942 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -5723516.000000 Penalty: 3563.136475
	Iteration 16Q: 3 clusters Score -5723516 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -5723934.000000 Penalty: 3563.136475
	Iteration 17Q: 3 clusters Score -5723934 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -5724269.500000 Penalty: 3563.136475
	Iteration 18Q: 3 clusters Score -5724270 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -5724522.000000 Penalty: 3563.136475
	Iteration 19Q: 3 clusters Score -5724522 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -5724671.500000 Penalty: 3563.136475
	Iteration 20F: 3 clusters Score -5724672 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -5724808.000000 Penalty: 3563.136475
	Iteration 21Q: 3 clusters Score -5724808 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -5724899.000000 Penalty: 3563.136475
	Iteration 22Q: 3 clusters Score -5724899 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -5724973.000000 Penalty: 3563.136475
	Iteration 23Q: 3 clusters Score -5724973 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -5725029.500000 Penalty: 3563.136475
	Iteration 24Q: 3 clusters Score -5725030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -5725068.000000 Penalty: 3563.136475
	Iteration 25Q: 3 clusters Score -5725068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -5725098.000000 Penalty: 3563.136475
	Iteration 26Q: 3 clusters Score -5725098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -5725126.500000 Penalty: 3563.136475
	Iteration 27Q: 3 clusters Score -5725126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -5725149.500000 Penalty: 3563.136475
	Iteration 28Q: 3 clusters Score -5725150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -5725161.000000 Penalty: 3563.136475
	Iteration 29Q: 3 clusters Score -5725161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -5725174.000000 Penalty: 3563.136475
	Iteration 30Q: 3 clusters Score -5725174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -5725178.000000 Penalty: 3563.136475
	Iteration 31Q: 3 clusters Score -5725178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -5725189.500000 Penalty: 3563.136475
	Iteration 32Q: 3 clusters Score -5725190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -5725196.500000 Penalty: 3563.136475
	Iteration 33Q: 3 clusters Score -5725196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -5725207.000000 Penalty: 3563.136475
	Iteration 34Q: 3 clusters Score -5725207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -5725215.000000 Penalty: 3563.136475
	Iteration 35Q: 3 clusters Score -5725215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -5725214.500000 Penalty: 3563.136475
	Iteration 36Q: 3 clusters Score -5725214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -5725221.500000 Penalty: 3563.136475
	Iteration 37Q: 3 clusters Score -5725222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -5725220.500000 Penalty: 3563.136475
	Iteration 38Q: 3 clusters Score -5725220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -5725223.500000 Penalty: 3563.136475
	Iteration 39Q: 3 clusters Score -5725224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -5725222.500000 Penalty: 3563.136475
	Iteration 40F: 3 clusters Score -5725222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -5725221.000000 Penalty: 3563.136475
	Iteration 41Q: 3 clusters Score -5725221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -5725226.000000 Penalty: 3563.136475
	Iteration 42Q: 3 clusters Score -5725226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -5725231.000000 Penalty: 3563.136475
	Iteration 43Q: 3 clusters Score -5725231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -5725234.500000 Penalty: 3563.136475
	Iteration 44Q: 3 clusters Score -5725234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -5725238.500000 Penalty: 3563.136475
	Iteration 45Q: 3 clusters Score -5725238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -5725237.500000 Penalty: 3563.136475
	Iteration 46Q: 3 clusters Score -5725238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -5725239.000000 Penalty: 3563.136475
	Iteration 47Q: 3 clusters Score -5725239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -5725236.500000 Penalty: 3563.136475
	Iteration 48Q: 3 clusters Score -5725236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -5725236.500000 Penalty: 3563.136475
	Iteration 49F: 3 clusters Score -5725236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Entering Unmasked Estep 
Score: -2918991.750000 Penalty: 1665.558716
	Iteration 0F: 2 clusters Score -2918992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2900037.750000 Penalty: 3331.117432
	Iteration 0F: 3 clusters Score -2900038 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2907085.250000 Penalty: 3331.117432
	Iteration 1F: 3 clusters Score -2907085 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2907433.250000 Penalty: 3331.117432
	Iteration 2Q: 3 clusters Score -2907433 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2907760.250000 Penalty: 3331.117432
	Iteration 3Q: 3 clusters Score -2907760 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2908075.250000 Penalty: 3331.117432
	Iteration 4Q: 3 clusters Score -2908075 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2908405.250000 Penalty: 3331.117432
	Iteration 5Q: 3 clusters Score -2908405 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2908759.000000 Penalty: 3331.117432
	Iteration 6Q: 3 clusters Score -2908759 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2909161.250000 Penalty: 3331.117432
	Iteration 7Q: 3 clusters Score -2909161 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2909727.250000 Penalty: 3331.117432
	Iteration 8Q: 3 clusters Score -2909727 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2910526.500000 Penalty: 3331.117432
	Iteration 9Q: 3 clusters Score -2910526 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2911552.500000 Penalty: 3331.117432
	Iteration 10F: 3 clusters Score -2911552 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2912523.000000 Penalty: 3331.117432
	Iteration 11F: 3 clusters Score -2912523 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2913160.000000 Penalty: 3331.117432
	Iteration 12Q: 3 clusters Score -2913160 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2913467.000000 Penalty: 3331.117432
	Iteration 13Q: 3 clusters Score -2913467 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2913619.500000 Penalty: 3331.117432
	Iteration 14Q: 3 clusters Score -2913620 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2913737.000000 Penalty: 3331.117432
	Iteration 15Q: 3 clusters Score -2913737 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2913813.250000 Penalty: 3331.117432
	Iteration 16Q: 3 clusters Score -2913813 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2913896.500000 Penalty: 3331.117432
	Iteration 17Q: 3 clusters Score -2913896 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2913991.500000 Penalty: 3331.117432
	Iteration 18Q: 3 clusters Score -2913992 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2914068.250000 Penalty: 3331.117432
	Iteration 19Q: 3 clusters Score -2914068 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2914150.000000 Penalty: 3331.117432
	Iteration 20F: 3 clusters Score -2914150 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2914235.000000 Penalty: 3331.117432
	Iteration 21Q: 3 clusters Score -2914235 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2914308.500000 Penalty: 3331.117432
	Iteration 22Q: 3 clusters Score -2914308 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2914380.000000 Penalty: 3331.117432
	Iteration 23Q: 3 clusters Score -2914380 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2914442.250000 Penalty: 3331.117432
	Iteration 24Q: 3 clusters Score -2914442 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2914514.500000 Penalty: 3331.117432
	Iteration 25Q: 3 clusters Score -2914514 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2914599.750000 Penalty: 3331.117432
	Iteration 26Q: 3 clusters Score -2914600 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2914704.250000 Penalty: 3331.117432
	Iteration 27Q: 3 clusters Score -2914704 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2914789.500000 Penalty: 3331.117432
	Iteration 28Q: 3 clusters Score -2914790 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2914871.500000 Penalty: 3331.117432
	Iteration 29Q: 3 clusters Score -2914872 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2914940.250000 Penalty: 3331.117432
	Iteration 30Q: 3 clusters Score -2914940 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2914997.750000 Penalty: 3331.117432
	Iteration 31Q: 3 clusters Score -2914998 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2915049.750000 Penalty: 3331.117432
	Iteration 32Q: 3 clusters Score -2915050 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2915111.750000 Penalty: 3331.117432
	Iteration 33Q: 3 clusters Score -2915112 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2915177.250000 Penalty: 3331.117432
	Iteration 34Q: 3 clusters Score -2915177 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2915247.000000 Penalty: 3331.117432
	Iteration 35Q: 3 clusters Score -2915247 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2915322.500000 Penalty: 3331.117432
	Iteration 36Q: 3 clusters Score -2915322 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2915369.750000 Penalty: 3331.117432
	Iteration 37Q: 3 clusters Score -2915370 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2915430.250000 Penalty: 3331.117432
	Iteration 38Q: 3 clusters Score -2915430 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2915489.500000 Penalty: 3331.117432
	Iteration 39Q: 3 clusters Score -2915490 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2915542.000000 Penalty: 3331.117432
	Iteration 40F: 3 clusters Score -2915542 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2915581.250000 Penalty: 3331.117432
	Iteration 41Q: 3 clusters Score -2915581 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2915628.000000 Penalty: 3331.117432
	Iteration 42Q: 3 clusters Score -2915628 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2915679.250000 Penalty: 3331.117432
	Iteration 43Q: 3 clusters Score -2915679 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2915741.250000 Penalty: 3331.117432
	Iteration 44Q: 3 clusters Score -2915741 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2915799.500000 Penalty: 3331.117432
	Iteration 45Q: 3 clusters Score -2915800 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2915870.500000 Penalty: 3331.117432
	Iteration 46Q: 3 clusters Score -2915870 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -2915927.500000 Penalty: 3331.117432
	Iteration 47Q: 3 clusters Score -2915928 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2916002.500000 Penalty: 3331.117432
	Iteration 48Q: 3 clusters Score -2916002 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2916083.000000 Penalty: 3331.117432
	Iteration 49Q: 3 clusters Score -2916083 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2916164.000000 Penalty: 3331.117432
	Iteration 50Q: 3 clusters Score -2916164 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2916227.750000 Penalty: 3331.117432
	Iteration 51Q: 3 clusters Score -2916228 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -2916302.500000 Penalty: 3331.117432
	Iteration 52Q: 3 clusters Score -2916302 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2916354.500000 Penalty: 3331.117432
	Iteration 53Q: 3 clusters Score -2916354 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2916413.750000 Penalty: 3331.117432
	Iteration 54Q: 3 clusters Score -2916414 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -2916464.500000 Penalty: 3331.117432
	Iteration 55Q: 3 clusters Score -2916464 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2916521.250000 Penalty: 3331.117432
	Iteration 56Q: 3 clusters Score -2916521 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2916604.500000 Penalty: 3331.117432
	Iteration 57Q: 3 clusters Score -2916604 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -2916666.000000 Penalty: 3331.117432
	Iteration 58Q: 3 clusters Score -2916666 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2916721.000000 Penalty: 3331.117432
	Iteration 59Q: 3 clusters Score -2916721 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2916781.500000 Penalty: 3331.117432
	Iteration 60F: 3 clusters Score -2916782 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -2916840.000000 Penalty: 3331.117432
	Iteration 61Q: 3 clusters Score -2916840 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -2916916.250000 Penalty: 3331.117432
	Iteration 62Q: 3 clusters Score -2916916 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -2916985.500000 Penalty: 3331.117432
	Iteration 63Q: 3 clusters Score -2916986 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2917066.250000 Penalty: 3331.117432
	Iteration 64Q: 3 clusters Score -2917066 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -2917121.000000 Penalty: 3331.117432
	Iteration 65Q: 3 clusters Score -2917121 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -2917163.250000 Penalty: 3331.117432
	Iteration 66Q: 3 clusters Score -2917163 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -2917220.500000 Penalty: 3331.117432
	Iteration 67Q: 3 clusters Score -2917220 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -2917257.750000 Penalty: 3331.117432
	Iteration 68Q: 3 clusters Score -2917258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -2917305.500000 Penalty: 3331.117432
	Iteration 69Q: 3 clusters Score -2917306 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -2917339.500000 Penalty: 3331.117432
	Iteration 70Q: 3 clusters Score -2917340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -2917363.750000 Penalty: 3331.117432
	Iteration 71Q: 3 clusters Score -2917364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -2917385.000000 Penalty: 3331.117432
	Iteration 72Q: 3 clusters Score -2917385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -2917407.500000 Penalty: 3331.117432
	Iteration 73Q: 3 clusters Score -2917408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -2917424.250000 Penalty: 3331.117432
	Iteration 74Q: 3 clusters Score -2917424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -2917431.750000 Penalty: 3331.117432
	Iteration 75Q: 3 clusters Score -2917432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -2917447.500000 Penalty: 3331.117432
	Iteration 76Q: 3 clusters Score -2917448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -2917461.250000 Penalty: 3331.117432
	Iteration 77Q: 3 clusters Score -2917461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -2917475.750000 Penalty: 3331.117432
	Iteration 78Q: 3 clusters Score -2917476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -2917492.000000 Penalty: 3331.117432
	Iteration 79Q: 3 clusters Score -2917492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -2917499.500000 Penalty: 3331.117432
	Iteration 80F: 3 clusters Score -2917500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -2917505.250000 Penalty: 3331.117432
	Iteration 81Q: 3 clusters Score -2917505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -2917512.750000 Penalty: 3331.117432
	Iteration 82Q: 3 clusters Score -2917513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2917517.000000 Penalty: 3331.117432
	Iteration 83Q: 3 clusters Score -2917517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -2917522.500000 Penalty: 3331.117432
	Iteration 84Q: 3 clusters Score -2917522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -2917529.750000 Penalty: 3331.117432
	Iteration 85Q: 3 clusters Score -2917530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2917534.750000 Penalty: 3331.117432
	Iteration 86Q: 3 clusters Score -2917535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -2917534.000000 Penalty: 3331.117432
	Iteration 87Q: 3 clusters Score -2917534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -2917536.000000 Penalty: 3331.117432
	Iteration 88Q: 3 clusters Score -2917536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -2917536.250000 Penalty: 3331.117432
	Iteration 89Q: 3 clusters Score -2917536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -2917536.750000 Penalty: 3331.117432
	Iteration 90Q: 3 clusters Score -2917537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -2917540.750000 Penalty: 3331.117432
	Iteration 91Q: 3 clusters Score -2917541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -2917536.750000 Penalty: 3331.117432
	Iteration 92Q: 3 clusters Score -2917537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -2917537.500000 Penalty: 3331.117432
	Iteration 93Q: 3 clusters Score -2917538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -2917544.250000 Penalty: 3331.117432
	Iteration 94Q: 3 clusters Score -2917544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -2917540.250000 Penalty: 3331.117432
	Iteration 95Q: 3 clusters Score -2917540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -2917545.500000 Penalty: 3331.117432
	Iteration 96Q: 3 clusters Score -2917546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -2917547.750000 Penalty: 3331.117432
	Iteration 97Q: 3 clusters Score -2917548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -2917545.750000 Penalty: 3331.117432
	Iteration 98Q: 3 clusters Score -2917546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -2917545.500000 Penalty: 3331.117432
	Iteration 99Q: 3 clusters Score -2917546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -2917546.000000 Penalty: 3331.117432
	Iteration 100F: 3 clusters Score -2917546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -2917549.000000 Penalty: 3331.117432
	Iteration 101Q: 3 clusters Score -2917549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2917546.500000 Penalty: 3331.117432
	Iteration 102Q: 3 clusters Score -2917546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2917546.500000 Penalty: 3331.117432
	Iteration 103F: 3 clusters Score -2917546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -199835.484375 Penalty: 1239.238525
	Iteration 0F: 2 clusters Score -199835.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -197745.250000 Penalty: 2478.477051
	Iteration 0F: 3 clusters Score -197745.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -198154.421875 Penalty: 2478.477051
	Iteration 1F: 3 clusters Score -198154.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -198256.703125 Penalty: 2478.477051
	Iteration 2F: 3 clusters Score -198256.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -198334.531250 Penalty: 2478.477051
	Iteration 3F: 3 clusters Score -198334.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -198406.437500 Penalty: 2478.477051
	Iteration 4Q: 3 clusters Score -198406.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -198477.968750 Penalty: 2478.477051
	Iteration 5Q: 3 clusters Score -198478 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -198535.234375 Penalty: 2478.477051
	Iteration 6Q: 3 clusters Score -198535.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -198570.359375 Penalty: 2478.477051
	Iteration 7Q: 3 clusters Score -198570.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -198591.312500 Penalty: 2478.477051
	Iteration 8Q: 3 clusters Score -198591.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -198603.765625 Penalty: 2478.477051
	Iteration 9Q: 3 clusters Score -198603.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -198615.484375 Penalty: 2478.477051
	Iteration 10Q: 3 clusters Score -198615.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198625.140625 Penalty: 2478.477051
	Iteration 11Q: 3 clusters Score -198625.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198642.609375 Penalty: 2478.477051
	Iteration 12Q: 3 clusters Score -198642.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198660.890625 Penalty: 2478.477051
	Iteration 13Q: 3 clusters Score -198660.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -198687.000000 Penalty: 2478.477051
	Iteration 14Q: 3 clusters Score -198687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -198709.250000 Penalty: 2478.477051
	Iteration 15Q: 3 clusters Score -198709.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -198726.500000 Penalty: 2478.477051
	Iteration 16Q: 3 clusters Score -198726.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -198751.843750 Penalty: 2478.477051
	Iteration 17Q: 3 clusters Score -198751.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -198772.312500 Penalty: 2478.477051
	Iteration 18Q: 3 clusters Score -198772.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -198790.968750 Penalty: 2478.477051
	Iteration 19Q: 3 clusters Score -198791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -198814.906250 Penalty: 2478.477051
	Iteration 20F: 3 clusters Score -198814.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -198841.937500 Penalty: 2478.477051
	Iteration 21Q: 3 clusters Score -198841.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -198858.000000 Penalty: 2478.477051
	Iteration 22Q: 3 clusters Score -198858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -198870.281250 Penalty: 2478.477051
	Iteration 23Q: 3 clusters Score -198870.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -198876.765625 Penalty: 2478.477051
	Iteration 24Q: 3 clusters Score -198876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -198880.453125 Penalty: 2478.477051
	Iteration 25Q: 3 clusters Score -198880.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -198887.000000 Penalty: 2478.477051
	Iteration 26Q: 3 clusters Score -198887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -198897.203125 Penalty: 2478.477051
	Iteration 27Q: 3 clusters Score -198897.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -198910.937500 Penalty: 2478.477051
	Iteration 28Q: 3 clusters Score -198910.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -198918.937500 Penalty: 2478.477051
	Iteration 29Q: 3 clusters Score -198918.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -198925.593750 Penalty: 2478.477051
	Iteration 30Q: 3 clusters Score -198925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -198933.093750 Penalty: 2478.477051
	Iteration 31Q: 3 clusters Score -198933.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -198938.828125 Penalty: 2478.477051
	Iteration 32Q: 3 clusters Score -198938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -198943.578125 Penalty: 2478.477051
	Iteration 33Q: 3 clusters Score -198943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -198948.171875 Penalty: 2478.477051
	Iteration 34Q: 3 clusters Score -198948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -198955.171875 Penalty: 2478.477051
	Iteration 35Q: 3 clusters Score -198955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -198959.593750 Penalty: 2478.477051
	Iteration 36Q: 3 clusters Score -198959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -198961.953125 Penalty: 2478.477051
	Iteration 37Q: 3 clusters Score -198962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -198963.234375 Penalty: 2478.477051
	Iteration 38Q: 3 clusters Score -198963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -198964.234375 Penalty: 2478.477051
	Iteration 39Q: 3 clusters Score -198964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -198964.890625 Penalty: 2478.477051
	Iteration 40F: 3 clusters Score -198964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Entering Unmasked Estep 
Score: -4945809.500000 Penalty: 1751.692139
	Iteration 0F: 2 clusters Score -4945810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4913607.500000 Penalty: 3503.384277
	Iteration 0F: 3 clusters Score -4913608 nChanged 22654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4926143.500000 Penalty: 3503.384277
	Iteration 1F: 3 clusters Score -4926144 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -4926502.500000 Penalty: 3503.384277
	Iteration 2Q: 3 clusters Score -4926502 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -4926828.000000 Penalty: 3503.384277
	Iteration 3Q: 3 clusters Score -4926828 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -4927214.000000 Penalty: 3503.384277
	Iteration 4Q: 3 clusters Score -4927214 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4927614.500000 Penalty: 3503.384277
	Iteration 5Q: 3 clusters Score -4927614 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -4928235.500000 Penalty: 3503.384277
	Iteration 6Q: 3 clusters Score -4928236 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -4929100.000000 Penalty: 3503.384277
	Iteration 7Q: 3 clusters Score -4929100 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4930350.500000 Penalty: 3503.384277
	Iteration 8F: 3 clusters Score -4930350 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4932430.500000 Penalty: 3503.384277
	Iteration 9F: 3 clusters Score -4932430 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4934891.500000 Penalty: 3503.384277
	Iteration 10F: 3 clusters Score -4934892 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -4937419.500000 Penalty: 3503.384277
	Iteration 11F: 3 clusters Score -4937420 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -4939332.000000 Penalty: 3503.384277
	Iteration 12F: 3 clusters Score -4939332 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -4940683.000000 Penalty: 3503.384277
	Iteration 13Q: 3 clusters Score -4940683 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -4941640.500000 Penalty: 3503.384277
	Iteration 14Q: 3 clusters Score -4941640 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -4942373.000000 Penalty: 3503.384277
	Iteration 15Q: 3 clusters Score -4942373 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -4942906.500000 Penalty: 3503.384277
	Iteration 16Q: 3 clusters Score -4942906 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -4943291.000000 Penalty: 3503.384277
	Iteration 17Q: 3 clusters Score -4943291 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -4943586.000000 Penalty: 3503.384277
	Iteration 18Q: 3 clusters Score -4943586 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -4943827.000000 Penalty: 3503.384277
	Iteration 19Q: 3 clusters Score -4943827 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -4943991.000000 Penalty: 3503.384277
	Iteration 20F: 3 clusters Score -4943991 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -4944102.500000 Penalty: 3503.384277
	Iteration 21Q: 3 clusters Score -4944102 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -4944172.000000 Penalty: 3503.384277
	Iteration 22Q: 3 clusters Score -4944172 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -4944260.000000 Penalty: 3503.384277
	Iteration 23Q: 3 clusters Score -4944260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -4944320.000000 Penalty: 3503.384277
	Iteration 24Q: 3 clusters Score -4944320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -4944380.500000 Penalty: 3503.384277
	Iteration 25Q: 3 clusters Score -4944380 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -4944413.000000 Penalty: 3503.384277
	Iteration 26Q: 3 clusters Score -4944413 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -4944443.500000 Penalty: 3503.384277
	Iteration 27Q: 3 clusters Score -4944444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -4944476.000000 Penalty: 3503.384277
	Iteration 28Q: 3 clusters Score -4944476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -4944486.000000 Penalty: 3503.384277
	Iteration 29Q: 3 clusters Score -4944486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -4944504.500000 Penalty: 3503.384277
	Iteration 30Q: 3 clusters Score -4944504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -4944521.500000 Penalty: 3503.384277
	Iteration 31Q: 3 clusters Score -4944522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -4944546.000000 Penalty: 3503.384277
	Iteration 32Q: 3 clusters Score -4944546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -4944559.500000 Penalty: 3503.384277
	Iteration 33Q: 3 clusters Score -4944560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -4944579.000000 Penalty: 3503.384277
	Iteration 34Q: 3 clusters Score -4944579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -4944592.000000 Penalty: 3503.384277
	Iteration 35Q: 3 clusters Score -4944592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -4944610.500000 Penalty: 3503.384277
	Iteration 36Q: 3 clusters Score -4944610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -4944625.500000 Penalty: 3503.384277
	Iteration 37Q: 3 clusters Score -4944626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -4944630.500000 Penalty: 3503.384277
	Iteration 38Q: 3 clusters Score -4944630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -4944643.000000 Penalty: 3503.384277
	Iteration 39Q: 3 clusters Score -4944643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -4944650.000000 Penalty: 3503.384277
	Iteration 40F: 3 clusters Score -4944650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -4944661.000000 Penalty: 3503.384277
	Iteration 41Q: 3 clusters Score -4944661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -4944661.500000 Penalty: 3503.384277
	Iteration 42Q: 3 clusters Score -4944662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -4944669.500000 Penalty: 3503.384277
	Iteration 43Q: 3 clusters Score -4944670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -4944671.000000 Penalty: 3503.384277
	Iteration 44Q: 3 clusters Score -4944671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -4944672.000000 Penalty: 3503.384277
	Iteration 45Q: 3 clusters Score -4944672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -4944679.500000 Penalty: 3503.384277
	Iteration 46Q: 3 clusters Score -4944680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -4944692.000000 Penalty: 3503.384277
	Iteration 47Q: 3 clusters Score -4944692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -4944692.500000 Penalty: 3503.384277
	Iteration 48Q: 3 clusters Score -4944692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -4944691.500000 Penalty: 3503.384277
	Iteration 49Q: 3 clusters Score -4944692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -4944692.500000 Penalty: 3503.384277
	Iteration 50Q: 3 clusters Score -4944692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -4944694.500000 Penalty: 3503.384277
	Iteration 51Q: 3 clusters Score -4944694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -4944699.000000 Penalty: 3503.384277
	Iteration 52Q: 3 clusters Score -4944699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -4944699.000000 Penalty: 3503.384277
	Iteration 53Q: 3 clusters Score -4944699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -4944699.000000 Penalty: 3503.384277
	Iteration 54F: 3 clusters Score -4944699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -284148.687500 Penalty: 1301.143066
	Iteration 0F: 2 clusters Score -284148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -281465.906250 Penalty: 2602.286133
	Iteration 0F: 3 clusters Score -281465.9 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -282255.968750 Penalty: 2602.286133
	Iteration 1F: 3 clusters Score -282256 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -282527.843750 Penalty: 2602.286133
	Iteration 2F: 3 clusters Score -282527.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -282716.937500 Penalty: 2602.286133
	Iteration 3F: 3 clusters Score -282716.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -282845.375000 Penalty: 2602.286133
	Iteration 4F: 3 clusters Score -282845.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -282964.187500 Penalty: 2602.286133
	Iteration 5Q: 3 clusters Score -282964.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -283071.968750 Penalty: 2602.286133
	Iteration 6Q: 3 clusters Score -283072 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -283175.781250 Penalty: 2602.286133
	Iteration 7Q: 3 clusters Score -283175.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -283277.125000 Penalty: 2602.286133
	Iteration 8Q: 3 clusters Score -283277.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -283350.125000 Penalty: 2602.286133
	Iteration 9Q: 3 clusters Score -283350.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -283434.437500 Penalty: 2602.286133
	Iteration 10Q: 3 clusters Score -283434.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -283494.125000 Penalty: 2602.286133
	Iteration 11Q: 3 clusters Score -283494.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -283539.093750 Penalty: 2602.286133
	Iteration 12Q: 3 clusters Score -283539.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -283614.593750 Penalty: 2602.286133
	Iteration 13Q: 3 clusters Score -283614.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -283671.156250 Penalty: 2602.286133
	Iteration 14Q: 3 clusters Score -283671.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -283712.125000 Penalty: 2602.286133
	Iteration 15Q: 3 clusters Score -283712.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -283736.125000 Penalty: 2602.286133
	Iteration 16Q: 3 clusters Score -283736.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -283761.656250 Penalty: 2602.286133
	Iteration 17Q: 3 clusters Score -283761.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -283790.781250 Penalty: 2602.286133
	Iteration 18Q: 3 clusters Score -283790.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -283808.906250 Penalty: 2602.286133
	Iteration 19Q: 3 clusters Score -283808.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -283849.156250 Penalty: 2602.286133
	Iteration 20F: 3 clusters Score -283849.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -283890.250000 Penalty: 2602.286133
	Iteration 21Q: 3 clusters Score -283890.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -283898.750000 Penalty: 2602.286133
	Iteration 22Q: 3 clusters Score -283898.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -283904.062500 Penalty: 2602.286133
	Iteration 23Q: 3 clusters Score -283904.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -283906.218750 Penalty: 2602.286133
	Iteration 24Q: 3 clusters Score -283906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -283906.812500 Penalty: 2602.286133
	Iteration 25Q: 3 clusters Score -283906.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -283906.812500 Penalty: 2602.286133
	Iteration 26F: 3 clusters Score -283906.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -649968.875000 Penalty: 1433.267578
	Iteration 0F: 2 clusters Score -649968.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -644908.250000 Penalty: 2866.535156
	Iteration 0F: 3 clusters Score -644908.2 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -646830.625000 Penalty: 2866.535156
	Iteration 1F: 3 clusters Score -646830.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -647601.062500 Penalty: 2866.535156
	Iteration 2F: 3 clusters Score -647601.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -648377.250000 Penalty: 2866.535156
	Iteration 3F: 3 clusters Score -648377.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -649006.000000 Penalty: 2866.535156
	Iteration 4F: 3 clusters Score -649006 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -649439.312500 Penalty: 2866.535156
	Iteration 5F: 3 clusters Score -649439.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -649669.125000 Penalty: 2866.535156
	Iteration 6Q: 3 clusters Score -649669.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -649788.000000 Penalty: 2866.535156
	Iteration 7Q: 3 clusters Score -649788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -649857.625000 Penalty: 2866.535156
	Iteration 8Q: 3 clusters Score -649857.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -649892.625000 Penalty: 2866.535156
	Iteration 9Q: 3 clusters Score -649892.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -649920.625000 Penalty: 2866.535156
	Iteration 10Q: 3 clusters Score -649920.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -649946.062500 Penalty: 2866.535156
	Iteration 11Q: 3 clusters Score -649946.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -649968.875000 Penalty: 2866.535156
	Iteration 12Q: 3 clusters Score -649968.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -649985.062500 Penalty: 2866.535156
	Iteration 13Q: 3 clusters Score -649985.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -649996.187500 Penalty: 2866.535156
	Iteration 14Q: 3 clusters Score -649996.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -650004.125000 Penalty: 2866.535156
	Iteration 15Q: 3 clusters Score -650004.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -650013.687500 Penalty: 2866.535156
	Iteration 16Q: 3 clusters Score -650013.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -650021.062500 Penalty: 2866.535156
	Iteration 17Q: 3 clusters Score -650021.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -650027.562500 Penalty: 2866.535156
	Iteration 18Q: 3 clusters Score -650027.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -650035.000000 Penalty: 2866.535156
	Iteration 19Q: 3 clusters Score -650035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -650043.125000 Penalty: 2866.535156
	Iteration 20F: 3 clusters Score -650043.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -650045.000000 Penalty: 2866.535156
	Iteration 21Q: 3 clusters Score -650045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -650048.750000 Penalty: 2866.535156
	Iteration 22Q: 3 clusters Score -650048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -650051.562500 Penalty: 2866.535156
	Iteration 23Q: 3 clusters Score -650051.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -650051.000000 Penalty: 2866.535156
	Iteration 24Q: 3 clusters Score -650051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -650055.000000 Penalty: 2866.535156
	Iteration 25Q: 3 clusters Score -650055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -650056.687500 Penalty: 2866.535156
	Iteration 26Q: 3 clusters Score -650056.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -650057.812500 Penalty: 2866.535156
	Iteration 27Q: 3 clusters Score -650057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -650059.125000 Penalty: 2866.535156
	Iteration 28Q: 3 clusters Score -650059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -650060.750000 Penalty: 2866.535156
	Iteration 29Q: 3 clusters Score -650060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -650063.750000 Penalty: 2866.535156
	Iteration 30Q: 3 clusters Score -650063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -650065.437500 Penalty: 2866.535156
	Iteration 31Q: 3 clusters Score -650065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -650065.500000 Penalty: 2866.535156
	Iteration 32Q: 3 clusters Score -650065.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -650065.500000 Penalty: 2866.535156
	Iteration 33F: 3 clusters Score -650065.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 28271 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48033 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6174 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 34971 members 
Mstep: Class 11 contains 165322 members 
Mstep: Class 12 contains 328679 members 
Mstep: Class 14 contains 48101 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 80925 members 
Mstep: Class 20 contains 65412 members 
Mstep: Class 21 contains 65628 members 
Entering Unmasked Estep 
Score: -94148368.000000 Penalty: 35761.781250
Splitting cluster 7 changes total score from -94148920.000000 to -94148368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -266312.593750 Penalty: 1278.529053
	Iteration 0F: 2 clusters Score -266312.6 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 1287 members 
Entering Unmasked Estep 
Score: -263828.031250 Penalty: 2557.058105
	Iteration 0F: 3 clusters Score -263828 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -264461.093750 Penalty: 2557.058105
	Iteration 1F: 3 clusters Score -264461.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -264645.187500 Penalty: 2557.058105
	Iteration 2F: 3 clusters Score -264645.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -264752.968750 Penalty: 2557.058105
	Iteration 3F: 3 clusters Score -264753 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -264823.656250 Penalty: 2557.058105
	Iteration 4Q: 3 clusters Score -264823.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -264874.687500 Penalty: 2557.058105
	Iteration 5Q: 3 clusters Score -264874.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -264916.406250 Penalty: 2557.058105
	Iteration 6Q: 3 clusters Score -264916.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -264947.906250 Penalty: 2557.058105
	Iteration 7Q: 3 clusters Score -264947.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -264973.812500 Penalty: 2557.058105
	Iteration 8Q: 3 clusters Score -264973.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -264996.500000 Penalty: 2557.058105
	Iteration 9Q: 3 clusters Score -264996.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -265016.281250 Penalty: 2557.058105
	Iteration 10Q: 3 clusters Score -265016.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -265030.250000 Penalty: 2557.058105
	Iteration 11Q: 3 clusters Score -265030.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -265042.968750 Penalty: 2557.058105
	Iteration 12Q: 3 clusters Score -265043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -265057.562500 Penalty: 2557.058105
	Iteration 13Q: 3 clusters Score -265057.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -265068.281250 Penalty: 2557.058105
	Iteration 14Q: 3 clusters Score -265068.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -265078.937500 Penalty: 2557.058105
	Iteration 15Q: 3 clusters Score -265078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -265085.281250 Penalty: 2557.058105
	Iteration 16Q: 3 clusters Score -265085.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -265090.906250 Penalty: 2557.058105
	Iteration 17Q: 3 clusters Score -265090.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -265094.187500 Penalty: 2557.058105
	Iteration 18Q: 3 clusters Score -265094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -265096.718750 Penalty: 2557.058105
	Iteration 19Q: 3 clusters Score -265096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -265099.875000 Penalty: 2557.058105
	Iteration 20F: 3 clusters Score -265099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -265101.531250 Penalty: 2557.058105
	Iteration 21Q: 3 clusters Score -265101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -265102.781250 Penalty: 2557.058105
	Iteration 22Q: 3 clusters Score -265102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -265103.687500 Penalty: 2557.058105
	Iteration 23Q: 3 clusters Score -265103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -265105.031250 Penalty: 2557.058105
	Iteration 24Q: 3 clusters Score -265105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -265105.687500 Penalty: 2557.058105
	Iteration 25Q: 3 clusters Score -265105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -265105.750000 Penalty: 2557.058105
	Iteration 26Q: 3 clusters Score -265105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -265107.406250 Penalty: 2557.058105
	Iteration 27Q: 3 clusters Score -265107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -265110.500000 Penalty: 2557.058105
	Iteration 28Q: 3 clusters Score -265110.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -265114.406250 Penalty: 2557.058105
	Iteration 29Q: 3 clusters Score -265114.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -265116.656250 Penalty: 2557.058105
	Iteration 30Q: 3 clusters Score -265116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -265117.312500 Penalty: 2557.058105
	Iteration 31Q: 3 clusters Score -265117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -265119.593750 Penalty: 2557.058105
	Iteration 32Q: 3 clusters Score -265119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -265120.281250 Penalty: 2557.058105
	Iteration 33Q: 3 clusters Score -265120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -265120.375000 Penalty: 2557.058105
	Iteration 34Q: 3 clusters Score -265120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -265121.687500 Penalty: 2557.058105
	Iteration 35Q: 3 clusters Score -265121.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -265123.062500 Penalty: 2557.058105
	Iteration 36Q: 3 clusters Score -265123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -265123.625000 Penalty: 2557.058105
	Iteration 37Q: 3 clusters Score -265123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -265124.593750 Penalty: 2557.058105
	Iteration 38Q: 3 clusters Score -265124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -265125.062500 Penalty: 2557.058105
	Iteration 39Q: 3 clusters Score -265125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -265125.656250 Penalty: 2557.058105
	Iteration 40F: 3 clusters Score -265125.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -265127.500000 Penalty: 2557.058105
	Iteration 41Q: 3 clusters Score -265127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -265128.125000 Penalty: 2557.058105
	Iteration 42Q: 3 clusters Score -265128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -265128.500000 Penalty: 2557.058105
	Iteration 43Q: 3 clusters Score -265128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -265128.625000 Penalty: 2557.058105
	Iteration 44Q: 3 clusters Score -265128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -265129.250000 Penalty: 2557.058105
	Iteration 45Q: 3 clusters Score -265129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -265130.156250 Penalty: 2557.058105
	Iteration 46Q: 3 clusters Score -265130.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -265130.156250 Penalty: 2557.058105
	Iteration 47F: 3 clusters Score -265130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Entering Unmasked Estep 
Score: -3609191.750000 Penalty: 1700.119629
	Iteration 0F: 2 clusters Score -3609192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3585687.000000 Penalty: 3400.239258
	Iteration 0F: 3 clusters Score -3585687 nChanged 16190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3594587.000000 Penalty: 3400.239258
	Iteration 1F: 3 clusters Score -3594587 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3594933.500000 Penalty: 3400.239258
	Iteration 2Q: 3 clusters Score -3594934 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3595350.250000 Penalty: 3400.239258
	Iteration 3Q: 3 clusters Score -3595350 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3595815.750000 Penalty: 3400.239258
	Iteration 4Q: 3 clusters Score -3595816 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3596335.750000 Penalty: 3400.239258
	Iteration 5Q: 3 clusters Score -3596336 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3596932.250000 Penalty: 3400.239258
	Iteration 6Q: 3 clusters Score -3596932 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3597675.500000 Penalty: 3400.239258
	Iteration 7Q: 3 clusters Score -3597676 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3598478.500000 Penalty: 3400.239258
	Iteration 8Q: 3 clusters Score -3598478 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3599405.750000 Penalty: 3400.239258
	Iteration 9Q: 3 clusters Score -3599406 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3600560.750000 Penalty: 3400.239258
	Iteration 10F: 3 clusters Score -3600561 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3601970.500000 Penalty: 3400.239258
	Iteration 11F: 3 clusters Score -3601970 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3603149.750000 Penalty: 3400.239258
	Iteration 12F: 3 clusters Score -3603150 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3603766.750000 Penalty: 3400.239258
	Iteration 13Q: 3 clusters Score -3603767 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3603981.250000 Penalty: 3400.239258
	Iteration 14Q: 3 clusters Score -3603981 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3604068.000000 Penalty: 3400.239258
	Iteration 15Q: 3 clusters Score -3604068 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3604105.750000 Penalty: 3400.239258
	Iteration 16Q: 3 clusters Score -3604106 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3604141.500000 Penalty: 3400.239258
	Iteration 17Q: 3 clusters Score -3604142 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3604154.750000 Penalty: 3400.239258
	Iteration 18Q: 3 clusters Score -3604155 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3604193.750000 Penalty: 3400.239258
	Iteration 19Q: 3 clusters Score -3604194 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3604221.500000 Penalty: 3400.239258
	Iteration 20F: 3 clusters Score -3604222 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3604253.250000 Penalty: 3400.239258
	Iteration 21Q: 3 clusters Score -3604253 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3604269.250000 Penalty: 3400.239258
	Iteration 22Q: 3 clusters Score -3604269 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3604283.750000 Penalty: 3400.239258
	Iteration 23Q: 3 clusters Score -3604284 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3604294.750000 Penalty: 3400.239258
	Iteration 24Q: 3 clusters Score -3604295 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3604308.750000 Penalty: 3400.239258
	Iteration 25Q: 3 clusters Score -3604309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3604311.750000 Penalty: 3400.239258
	Iteration 26Q: 3 clusters Score -3604312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3604311.000000 Penalty: 3400.239258
	Iteration 27Q: 3 clusters Score -3604311 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3604322.250000 Penalty: 3400.239258
	Iteration 28Q: 3 clusters Score -3604322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3604338.250000 Penalty: 3400.239258
	Iteration 29Q: 3 clusters Score -3604338 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3604345.250000 Penalty: 3400.239258
	Iteration 30Q: 3 clusters Score -3604345 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3604351.750000 Penalty: 3400.239258
	Iteration 31Q: 3 clusters Score -3604352 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3604364.000000 Penalty: 3400.239258
	Iteration 32Q: 3 clusters Score -3604364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3604384.000000 Penalty: 3400.239258
	Iteration 33Q: 3 clusters Score -3604384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3604384.500000 Penalty: 3400.239258
	Iteration 34Q: 3 clusters Score -3604384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3604387.500000 Penalty: 3400.239258
	Iteration 35Q: 3 clusters Score -3604388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3604375.750000 Penalty: 3400.239258
	Iteration 36Q: 3 clusters Score -3604376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3604384.750000 Penalty: 3400.239258
	Iteration 37Q: 3 clusters Score -3604385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3604390.000000 Penalty: 3400.239258
	Iteration 38Q: 3 clusters Score -3604390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3604407.750000 Penalty: 3400.239258
	Iteration 39Q: 3 clusters Score -3604408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3604413.500000 Penalty: 3400.239258
	Iteration 40F: 3 clusters Score -3604414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3604427.500000 Penalty: 3400.239258
	Iteration 41Q: 3 clusters Score -3604428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -3604430.250000 Penalty: 3400.239258
	Iteration 42Q: 3 clusters Score -3604430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3604431.000000 Penalty: 3400.239258
	Iteration 43Q: 3 clusters Score -3604431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3604431.000000 Penalty: 3400.239258
	Iteration 44Q: 3 clusters Score -3604431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3604442.250000 Penalty: 3400.239258
	Iteration 45Q: 3 clusters Score -3604442 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3604440.750000 Penalty: 3400.239258
	Iteration 46Q: 3 clusters Score -3604441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3604456.250000 Penalty: 3400.239258
	Iteration 47Q: 3 clusters Score -3604456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3604458.250000 Penalty: 3400.239258
	Iteration 48Q: 3 clusters Score -3604458 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3604455.000000 Penalty: 3400.239258
	Iteration 49Q: 3 clusters Score -3604455 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3604473.000000 Penalty: 3400.239258
	Iteration 50Q: 3 clusters Score -3604473 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3604474.500000 Penalty: 3400.239258
	Iteration 51Q: 3 clusters Score -3604474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3604488.000000 Penalty: 3400.239258
	Iteration 52Q: 3 clusters Score -3604488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3604491.250000 Penalty: 3400.239258
	Iteration 53Q: 3 clusters Score -3604491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3604498.000000 Penalty: 3400.239258
	Iteration 54Q: 3 clusters Score -3604498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3604505.750000 Penalty: 3400.239258
	Iteration 55Q: 3 clusters Score -3604506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3604508.000000 Penalty: 3400.239258
	Iteration 56Q: 3 clusters Score -3604508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3604521.250000 Penalty: 3400.239258
	Iteration 57Q: 3 clusters Score -3604521 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3604524.500000 Penalty: 3400.239258
	Iteration 58Q: 3 clusters Score -3604524 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3604546.000000 Penalty: 3400.239258
	Iteration 59Q: 3 clusters Score -3604546 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3604560.750000 Penalty: 3400.239258
	Iteration 60F: 3 clusters Score -3604561 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3604575.750000 Penalty: 3400.239258
	Iteration 61Q: 3 clusters Score -3604576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3604597.250000 Penalty: 3400.239258
	Iteration 62Q: 3 clusters Score -3604597 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3604618.750000 Penalty: 3400.239258
	Iteration 63Q: 3 clusters Score -3604619 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3604632.000000 Penalty: 3400.239258
	Iteration 64Q: 3 clusters Score -3604632 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3604637.750000 Penalty: 3400.239258
	Iteration 65Q: 3 clusters Score -3604638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3604651.500000 Penalty: 3400.239258
	Iteration 66Q: 3 clusters Score -3604652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3604675.750000 Penalty: 3400.239258
	Iteration 67Q: 3 clusters Score -3604676 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3604690.500000 Penalty: 3400.239258
	Iteration 68Q: 3 clusters Score -3604690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3604705.000000 Penalty: 3400.239258
	Iteration 69Q: 3 clusters Score -3604705 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3604716.750000 Penalty: 3400.239258
	Iteration 70Q: 3 clusters Score -3604717 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3604721.000000 Penalty: 3400.239258
	Iteration 71Q: 3 clusters Score -3604721 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3604729.750000 Penalty: 3400.239258
	Iteration 72Q: 3 clusters Score -3604730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3604734.000000 Penalty: 3400.239258
	Iteration 73Q: 3 clusters Score -3604734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3604750.000000 Penalty: 3400.239258
	Iteration 74Q: 3 clusters Score -3604750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3604753.250000 Penalty: 3400.239258
	Iteration 75Q: 3 clusters Score -3604753 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3604751.250000 Penalty: 3400.239258
	Iteration 76Q: 3 clusters Score -3604751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3604767.750000 Penalty: 3400.239258
	Iteration 77Q: 3 clusters Score -3604768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3604765.250000 Penalty: 3400.239258
	Iteration 78Q: 3 clusters Score -3604765 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3604771.000000 Penalty: 3400.239258
	Iteration 79Q: 3 clusters Score -3604771 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3604789.500000 Penalty: 3400.239258
	Iteration 80F: 3 clusters Score -3604790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3604795.250000 Penalty: 3400.239258
	Iteration 81Q: 3 clusters Score -3604795 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3604801.000000 Penalty: 3400.239258
	Iteration 82Q: 3 clusters Score -3604801 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3604832.750000 Penalty: 3400.239258
	Iteration 83Q: 3 clusters Score -3604833 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3604828.000000 Penalty: 3400.239258
	Iteration 84Q: 3 clusters Score -3604828 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3604857.750000 Penalty: 3400.239258
	Iteration 85Q: 3 clusters Score -3604858 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3604866.750000 Penalty: 3400.239258
	Iteration 86Q: 3 clusters Score -3604867 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3604877.500000 Penalty: 3400.239258
	Iteration 87Q: 3 clusters Score -3604878 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3604896.250000 Penalty: 3400.239258
	Iteration 88Q: 3 clusters Score -3604896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3604921.500000 Penalty: 3400.239258
	Iteration 89Q: 3 clusters Score -3604922 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3604921.000000 Penalty: 3400.239258
	Iteration 90Q: 3 clusters Score -3604921 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3604946.000000 Penalty: 3400.239258
	Iteration 91Q: 3 clusters Score -3604946 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3604966.750000 Penalty: 3400.239258
	Iteration 92Q: 3 clusters Score -3604967 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3605015.000000 Penalty: 3400.239258
	Iteration 93Q: 3 clusters Score -3605015 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3605055.000000 Penalty: 3400.239258
	Iteration 94Q: 3 clusters Score -3605055 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3605089.000000 Penalty: 3400.239258
	Iteration 95Q: 3 clusters Score -3605089 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3605111.750000 Penalty: 3400.239258
	Iteration 96Q: 3 clusters Score -3605112 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3605141.500000 Penalty: 3400.239258
	Iteration 97Q: 3 clusters Score -3605142 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3605185.750000 Penalty: 3400.239258
	Iteration 98Q: 3 clusters Score -3605186 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3605237.000000 Penalty: 3400.239258
	Iteration 99Q: 3 clusters Score -3605237 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3605294.500000 Penalty: 3400.239258
	Iteration 100F: 3 clusters Score -3605294 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3605327.750000 Penalty: 3400.239258
	Iteration 101Q: 3 clusters Score -3605328 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3605395.000000 Penalty: 3400.239258
	Iteration 102Q: 3 clusters Score -3605395 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3605472.750000 Penalty: 3400.239258
	Iteration 103Q: 3 clusters Score -3605473 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3605528.500000 Penalty: 3400.239258
	Iteration 104Q: 3 clusters Score -3605528 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3605595.500000 Penalty: 3400.239258
	Iteration 105Q: 3 clusters Score -3605596 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3605658.250000 Penalty: 3400.239258
	Iteration 106Q: 3 clusters Score -3605658 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -3605728.500000 Penalty: 3400.239258
	Iteration 107Q: 3 clusters Score -3605728 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3605827.250000 Penalty: 3400.239258
	Iteration 108Q: 3 clusters Score -3605827 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3605898.000000 Penalty: 3400.239258
	Iteration 109Q: 3 clusters Score -3605898 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3605991.000000 Penalty: 3400.239258
	Iteration 110Q: 3 clusters Score -3605991 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3606087.750000 Penalty: 3400.239258
	Iteration 111Q: 3 clusters Score -3606088 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3606166.500000 Penalty: 3400.239258
	Iteration 112Q: 3 clusters Score -3606166 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3606257.750000 Penalty: 3400.239258
	Iteration 113Q: 3 clusters Score -3606258 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3606309.250000 Penalty: 3400.239258
	Iteration 114Q: 3 clusters Score -3606309 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3606357.250000 Penalty: 3400.239258
	Iteration 115Q: 3 clusters Score -3606357 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3606417.250000 Penalty: 3400.239258
	Iteration 116Q: 3 clusters Score -3606417 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3606481.250000 Penalty: 3400.239258
	Iteration 117Q: 3 clusters Score -3606481 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3606557.000000 Penalty: 3400.239258
	Iteration 118Q: 3 clusters Score -3606557 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3606631.000000 Penalty: 3400.239258
	Iteration 119Q: 3 clusters Score -3606631 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3606696.000000 Penalty: 3400.239258
	Iteration 120F: 3 clusters Score -3606696 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3606757.000000 Penalty: 3400.239258
	Iteration 121Q: 3 clusters Score -3606757 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3606827.250000 Penalty: 3400.239258
	Iteration 122Q: 3 clusters Score -3606827 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3606908.250000 Penalty: 3400.239258
	Iteration 123Q: 3 clusters Score -3606908 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3606986.500000 Penalty: 3400.239258
	Iteration 124Q: 3 clusters Score -3606986 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3607055.500000 Penalty: 3400.239258
	Iteration 125Q: 3 clusters Score -3607056 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3607123.000000 Penalty: 3400.239258
	Iteration 126Q: 3 clusters Score -3607123 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3607191.000000 Penalty: 3400.239258
	Iteration 127Q: 3 clusters Score -3607191 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3607271.750000 Penalty: 3400.239258
	Iteration 128Q: 3 clusters Score -3607272 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3607343.000000 Penalty: 3400.239258
	Iteration 129Q: 3 clusters Score -3607343 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3607401.000000 Penalty: 3400.239258
	Iteration 130Q: 3 clusters Score -3607401 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3607487.000000 Penalty: 3400.239258
	Iteration 131Q: 3 clusters Score -3607487 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3607540.750000 Penalty: 3400.239258
	Iteration 132Q: 3 clusters Score -3607541 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3607594.750000 Penalty: 3400.239258
	Iteration 133Q: 3 clusters Score -3607595 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3607656.000000 Penalty: 3400.239258
	Iteration 134Q: 3 clusters Score -3607656 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3607720.750000 Penalty: 3400.239258
	Iteration 135Q: 3 clusters Score -3607721 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3607750.750000 Penalty: 3400.239258
	Iteration 136Q: 3 clusters Score -3607751 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3607785.500000 Penalty: 3400.239258
	Iteration 137Q: 3 clusters Score -3607786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3607817.250000 Penalty: 3400.239258
	Iteration 138Q: 3 clusters Score -3607817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3607841.000000 Penalty: 3400.239258
	Iteration 139Q: 3 clusters Score -3607841 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3607858.750000 Penalty: 3400.239258
	Iteration 140F: 3 clusters Score -3607859 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3607879.000000 Penalty: 3400.239258
	Iteration 141Q: 3 clusters Score -3607879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3607891.750000 Penalty: 3400.239258
	Iteration 142Q: 3 clusters Score -3607892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3607914.500000 Penalty: 3400.239258
	Iteration 143Q: 3 clusters Score -3607914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3607927.000000 Penalty: 3400.239258
	Iteration 144Q: 3 clusters Score -3607927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3607939.000000 Penalty: 3400.239258
	Iteration 145Q: 3 clusters Score -3607939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3607932.750000 Penalty: 3400.239258
	Iteration 146Q: 3 clusters Score -3607933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3607936.750000 Penalty: 3400.239258
	Iteration 147Q: 3 clusters Score -3607937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3607943.750000 Penalty: 3400.239258
	Iteration 148Q: 3 clusters Score -3607944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3607946.750000 Penalty: 3400.239258
	Iteration 149Q: 3 clusters Score -3607947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3607950.250000 Penalty: 3400.239258
	Iteration 150Q: 3 clusters Score -3607950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3607948.000000 Penalty: 3400.239258
	Iteration 151Q: 3 clusters Score -3607948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3607955.750000 Penalty: 3400.239258
	Iteration 152Q: 3 clusters Score -3607956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3607955.250000 Penalty: 3400.239258
	Iteration 153Q: 3 clusters Score -3607955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3607957.750000 Penalty: 3400.239258
	Iteration 154Q: 3 clusters Score -3607958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3607956.500000 Penalty: 3400.239258
	Iteration 155Q: 3 clusters Score -3607956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3607956.500000 Penalty: 3400.239258
	Iteration 156F: 3 clusters Score -3607956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165322 members 
Entering Unmasked Estep 
Score: -16844540.000000 Penalty: 1952.543213
	Iteration 0F: 2 clusters Score -1.684454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82511 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -16733629.000000 Penalty: 3905.086426
	Iteration 0F: 3 clusters Score -1.673363e+07 nChanged 79918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -16781138.000000 Penalty: 3905.086426
	Iteration 1F: 3 clusters Score -1.678114e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -16782488.000000 Penalty: 3905.086426
	Iteration 2Q: 3 clusters Score -1.678249e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 90723 members 
Entering Unmasked Estep 
Score: -16784020.000000 Penalty: 3905.086426
	Iteration 3Q: 3 clusters Score -1.678402e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -16786854.000000 Penalty: 3905.086426
	Iteration 4Q: 3 clusters Score -1.678685e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 100937 members 
Entering Unmasked Estep 
Score: -16791200.000000 Penalty: 3905.086426
	Iteration 5Q: 3 clusters Score -1.67912e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -16797814.000000 Penalty: 3905.086426
	Iteration 6F: 3 clusters Score -1.679781e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 117086 members 
Entering Unmasked Estep 
Score: -16806360.000000 Penalty: 3905.086426
	Iteration 7F: 3 clusters Score -1.680636e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 125480 members 
Entering Unmasked Estep 
Score: -16815372.000000 Penalty: 3905.086426
	Iteration 8F: 3 clusters Score -1.681537e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 132185 members 
Entering Unmasked Estep 
Score: -16822110.000000 Penalty: 3905.086426
	Iteration 9F: 3 clusters Score -1.682211e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 137133 members 
Entering Unmasked Estep 
Score: -16826686.000000 Penalty: 3905.086426
	Iteration 10Q: 3 clusters Score -1.682669e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 140999 members 
Entering Unmasked Estep 
Score: -16829678.000000 Penalty: 3905.086426
	Iteration 11Q: 3 clusters Score -1.682968e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 144353 members 
Entering Unmasked Estep 
Score: -16831718.000000 Penalty: 3905.086426
	Iteration 12Q: 3 clusters Score -1.683172e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 147439 members 
Entering Unmasked Estep 
Score: -16833334.000000 Penalty: 3905.086426
	Iteration 13Q: 3 clusters Score -1.683333e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 150374 members 
Entering Unmasked Estep 
Score: -16834868.000000 Penalty: 3905.086426
	Iteration 14Q: 3 clusters Score -1.683487e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 153124 members 
Entering Unmasked Estep 
Score: -16836368.000000 Penalty: 3905.086426
	Iteration 15Q: 3 clusters Score -1.683637e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -16837776.000000 Penalty: 3905.086426
	Iteration 16Q: 3 clusters Score -1.683778e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 157844 members 
Entering Unmasked Estep 
Score: -16838940.000000 Penalty: 3905.086426
	Iteration 17Q: 3 clusters Score -1.683894e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 159699 members 
Entering Unmasked Estep 
Score: -16839938.000000 Penalty: 3905.086426
	Iteration 18Q: 3 clusters Score -1.683994e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 161167 members 
Entering Unmasked Estep 
Score: -16840738.000000 Penalty: 3905.086426
	Iteration 19Q: 3 clusters Score -1.684074e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 162287 members 
Entering Unmasked Estep 
Score: -16841448.000000 Penalty: 3905.086426
	Iteration 20F: 3 clusters Score -1.684145e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 163076 members 
Entering Unmasked Estep 
Score: -16841908.000000 Penalty: 3905.086426
	Iteration 21Q: 3 clusters Score -1.684191e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 163622 members 
Entering Unmasked Estep 
Score: -16842294.000000 Penalty: 3905.086426
	Iteration 22Q: 3 clusters Score -1.684229e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 163981 members 
Entering Unmasked Estep 
Score: -16842456.000000 Penalty: 3905.086426
	Iteration 23Q: 3 clusters Score -1.684246e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 164240 members 
Entering Unmasked Estep 
Score: -16842588.000000 Penalty: 3905.086426
	Iteration 24Q: 3 clusters Score -1.684259e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 164412 members 
Entering Unmasked Estep 
Score: -16842714.000000 Penalty: 3905.086426
	Iteration 25Q: 3 clusters Score -1.684271e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 164527 members 
Entering Unmasked Estep 
Score: -16842784.000000 Penalty: 3905.086426
	Iteration 26Q: 3 clusters Score -1.684278e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 164610 members 
Entering Unmasked Estep 
Score: -16842850.000000 Penalty: 3905.086426
	Iteration 27Q: 3 clusters Score -1.684285e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 164671 members 
Entering Unmasked Estep 
Score: -16842906.000000 Penalty: 3905.086426
	Iteration 28Q: 3 clusters Score -1.684291e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 164715 members 
Entering Unmasked Estep 
Score: -16842958.000000 Penalty: 3905.086426
	Iteration 29Q: 3 clusters Score -1.684296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 164752 members 
Entering Unmasked Estep 
Score: -16842972.000000 Penalty: 3905.086426
	Iteration 30Q: 3 clusters Score -1.684297e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -16843008.000000 Penalty: 3905.086426
	Iteration 31Q: 3 clusters Score -1.684301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 164789 members 
Entering Unmasked Estep 
Score: -16843014.000000 Penalty: 3905.086426
	Iteration 32Q: 3 clusters Score -1.684301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 164798 members 
Entering Unmasked Estep 
Score: -16843012.000000 Penalty: 3905.086426
	Iteration 33Q: 3 clusters Score -1.684301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 164807 members 
Entering Unmasked Estep 
Score: -16843030.000000 Penalty: 3905.086426
	Iteration 34Q: 3 clusters Score -1.684303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 164823 members 
Entering Unmasked Estep 
Score: -16843034.000000 Penalty: 3905.086426
	Iteration 35Q: 3 clusters Score -1.684303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 164832 members 
Entering Unmasked Estep 
Score: -16843038.000000 Penalty: 3905.086426
	Iteration 36Q: 3 clusters Score -1.684304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 164839 members 
Entering Unmasked Estep 
Score: -16843026.000000 Penalty: 3905.086426
	Iteration 37Q: 3 clusters Score -1.684303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 164845 members 
Entering Unmasked Estep 
Score: -16843042.000000 Penalty: 3905.086426
	Iteration 38Q: 3 clusters Score -1.684304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 164853 members 
Entering Unmasked Estep 
Score: -16843042.000000 Penalty: 3905.086426
	Iteration 39Q: 3 clusters Score -1.684304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 164860 members 
Entering Unmasked Estep 
Score: -16843042.000000 Penalty: 3905.086426
	Iteration 40F: 3 clusters Score -1.684304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 164865 members 
Entering Unmasked Estep 
Score: -16843040.000000 Penalty: 3905.086426
	Iteration 41Q: 3 clusters Score -1.684304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 164868 members 
Entering Unmasked Estep 
Score: -16843044.000000 Penalty: 3905.086426
	Iteration 42Q: 3 clusters Score -1.684304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 164869 members 
Entering Unmasked Estep 
Score: -16843048.000000 Penalty: 3905.086426
	Iteration 43Q: 3 clusters Score -1.684305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 164869 members 
Entering Unmasked Estep 
Score: -16843048.000000 Penalty: 3905.086426
	Iteration 44F: 3 clusters Score -1.684305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328679 members 
Entering Unmasked Estep 
Score: -33359798.000000 Penalty: 2064.210938
	Iteration 0F: 2 clusters Score -3.33598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164002 members 
Mstep: Class 2 contains 164677 members 
Entering Unmasked Estep 
Score: -33152586.000000 Penalty: 4128.421875
	Iteration 0F: 3 clusters Score -3.315259e+07 nChanged 160151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152395 members 
Mstep: Class 2 contains 176284 members 
Entering Unmasked Estep 
Score: -33247994.000000 Penalty: 4128.421875
	Iteration 1F: 3 clusters Score -3.324799e+07 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144768 members 
Mstep: Class 2 contains 183911 members 
Entering Unmasked Estep 
Score: -33249786.000000 Penalty: 4128.421875
	Iteration 2Q: 3 clusters Score -3.324979e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133761 members 
Mstep: Class 2 contains 194918 members 
Entering Unmasked Estep 
Score: -33253794.000000 Penalty: 4128.421875
	Iteration 3Q: 3 clusters Score -3.325379e+07 nChanged 17231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118726 members 
Mstep: Class 2 contains 209953 members 
Entering Unmasked Estep 
Score: -33260668.000000 Penalty: 4128.421875
	Iteration 4F: 3 clusters Score -3.326067e+07 nChanged 20823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100167 members 
Mstep: Class 2 contains 228512 members 
Entering Unmasked Estep 
Score: -33271644.000000 Penalty: 4128.421875
	Iteration 5F: 3 clusters Score -3.327164e+07 nChanged 21996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 247510 members 
Entering Unmasked Estep 
Score: -33287176.000000 Penalty: 4128.421875
	Iteration 6F: 3 clusters Score -3.328718e+07 nChanged 19887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 261993 members 
Entering Unmasked Estep 
Score: -33302922.000000 Penalty: 4128.421875
	Iteration 7F: 3 clusters Score -3.330292e+07 nChanged 16588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 268827 members 
Entering Unmasked Estep 
Score: -33314254.000000 Penalty: 4128.421875
	Iteration 8F: 3 clusters Score -3.331425e+07 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 270229 members 
Entering Unmasked Estep 
Score: -33319350.000000 Penalty: 4128.421875
	Iteration 9Q: 3 clusters Score -3.331935e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 270225 members 
Entering Unmasked Estep 
Score: -33320512.000000 Penalty: 4128.421875
	Iteration 10Q: 3 clusters Score -3.332051e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 270176 members 
Entering Unmasked Estep 
Score: -33321046.000000 Penalty: 4128.421875
	Iteration 11Q: 3 clusters Score -3.332105e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 270041 members 
Entering Unmasked Estep 
Score: -33321188.000000 Penalty: 4128.421875
	Iteration 12Q: 3 clusters Score -3.332119e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 269836 members 
Entering Unmasked Estep 
Score: -33321338.000000 Penalty: 4128.421875
	Iteration 13Q: 3 clusters Score -3.332134e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 269562 members 
Entering Unmasked Estep 
Score: -33321610.000000 Penalty: 4128.421875
	Iteration 14Q: 3 clusters Score -3.332161e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 269192 members 
Entering Unmasked Estep 
Score: -33321764.000000 Penalty: 4128.421875
	Iteration 15Q: 3 clusters Score -3.332176e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 268851 members 
Entering Unmasked Estep 
Score: -33321798.000000 Penalty: 4128.421875
	Iteration 16Q: 3 clusters Score -3.33218e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 268466 members 
Entering Unmasked Estep 
Score: -33322006.000000 Penalty: 4128.421875
	Iteration 17Q: 3 clusters Score -3.332201e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 267977 members 
Entering Unmasked Estep 
Score: -33322396.000000 Penalty: 4128.421875
	Iteration 18Q: 3 clusters Score -3.33224e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 267386 members 
Entering Unmasked Estep 
Score: -33322526.000000 Penalty: 4128.421875
	Iteration 19Q: 3 clusters Score -3.332253e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 266694 members 
Entering Unmasked Estep 
Score: -33322610.000000 Penalty: 4128.421875
	Iteration 20F: 3 clusters Score -3.332261e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 265944 members 
Entering Unmasked Estep 
Score: -33322870.000000 Penalty: 4128.421875
	Iteration 21Q: 3 clusters Score -3.332287e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 265145 members 
Entering Unmasked Estep 
Score: -33323180.000000 Penalty: 4128.421875
	Iteration 22Q: 3 clusters Score -3.332318e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 264279 members 
Entering Unmasked Estep 
Score: -33323498.000000 Penalty: 4128.421875
	Iteration 23Q: 3 clusters Score -3.33235e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 263447 members 
Entering Unmasked Estep 
Score: -33323992.000000 Penalty: 4128.421875
	Iteration 24Q: 3 clusters Score -3.332399e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 262604 members 
Entering Unmasked Estep 
Score: -33324336.000000 Penalty: 4128.421875
	Iteration 25Q: 3 clusters Score -3.332434e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 261785 members 
Entering Unmasked Estep 
Score: -33325026.000000 Penalty: 4128.421875
	Iteration 26Q: 3 clusters Score -3.332503e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67551 members 
Mstep: Class 2 contains 261128 members 
Entering Unmasked Estep 
Score: -33325834.000000 Penalty: 4128.421875
	Iteration 27Q: 3 clusters Score -3.332583e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 260497 members 
Entering Unmasked Estep 
Score: -33326724.000000 Penalty: 4128.421875
	Iteration 28Q: 3 clusters Score -3.332672e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 259958 members 
Entering Unmasked Estep 
Score: -33327434.000000 Penalty: 4128.421875
	Iteration 29Q: 3 clusters Score -3.332743e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 259533 members 
Entering Unmasked Estep 
Score: -33328516.000000 Penalty: 4128.421875
	Iteration 30Q: 3 clusters Score -3.332852e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69439 members 
Mstep: Class 2 contains 259240 members 
Entering Unmasked Estep 
Score: -33329564.000000 Penalty: 4128.421875
	Iteration 31Q: 3 clusters Score -3.332956e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 259166 members 
Entering Unmasked Estep 
Score: -33330688.000000 Penalty: 4128.421875
	Iteration 32Q: 3 clusters Score -3.333069e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 259316 members 
Entering Unmasked Estep 
Score: -33331748.000000 Penalty: 4128.421875
	Iteration 33Q: 3 clusters Score -3.333175e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 259715 members 
Entering Unmasked Estep 
Score: -33332742.000000 Penalty: 4128.421875
	Iteration 34Q: 3 clusters Score -3.333274e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 260349 members 
Entering Unmasked Estep 
Score: -33333630.000000 Penalty: 4128.421875
	Iteration 35Q: 3 clusters Score -3.333363e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 261175 members 
Entering Unmasked Estep 
Score: -33334564.000000 Penalty: 4128.421875
	Iteration 36Q: 3 clusters Score -3.333456e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 262204 members 
Entering Unmasked Estep 
Score: -33335402.000000 Penalty: 4128.421875
	Iteration 37Q: 3 clusters Score -3.33354e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 263345 members 
Entering Unmasked Estep 
Score: -33336274.000000 Penalty: 4128.421875
	Iteration 38Q: 3 clusters Score -3.333627e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 264588 members 
Entering Unmasked Estep 
Score: -33337060.000000 Penalty: 4128.421875
	Iteration 39Q: 3 clusters Score -3.333706e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 265847 members 
Entering Unmasked Estep 
Score: -33337898.000000 Penalty: 4128.421875
	Iteration 40F: 3 clusters Score -3.33379e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 266831 members 
Entering Unmasked Estep 
Score: -33338550.000000 Penalty: 4128.421875
	Iteration 41Q: 3 clusters Score -3.333855e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 267909 members 
Entering Unmasked Estep 
Score: -33339134.000000 Penalty: 4128.421875
	Iteration 42Q: 3 clusters Score -3.333913e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 269020 members 
Entering Unmasked Estep 
Score: -33339800.000000 Penalty: 4128.421875
	Iteration 43Q: 3 clusters Score -3.33398e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 270221 members 
Entering Unmasked Estep 
Score: -33340464.000000 Penalty: 4128.421875
	Iteration 44Q: 3 clusters Score -3.334046e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 271440 members 
Entering Unmasked Estep 
Score: -33341036.000000 Penalty: 4128.421875
	Iteration 45Q: 3 clusters Score -3.334104e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 272628 members 
Entering Unmasked Estep 
Score: -33341650.000000 Penalty: 4128.421875
	Iteration 46Q: 3 clusters Score -3.334165e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 273758 members 
Entering Unmasked Estep 
Score: -33342058.000000 Penalty: 4128.421875
	Iteration 47Q: 3 clusters Score -3.334206e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 274852 members 
Entering Unmasked Estep 
Score: -33342432.000000 Penalty: 4128.421875
	Iteration 48Q: 3 clusters Score -3.334243e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 275908 members 
Entering Unmasked Estep 
Score: -33342888.000000 Penalty: 4128.421875
	Iteration 49Q: 3 clusters Score -3.334289e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 276941 members 
Entering Unmasked Estep 
Score: -33343578.000000 Penalty: 4128.421875
	Iteration 50Q: 3 clusters Score -3.334358e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 278033 members 
Entering Unmasked Estep 
Score: -33344720.000000 Penalty: 4128.421875
	Iteration 51Q: 3 clusters Score -3.334472e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 279189 members 
Entering Unmasked Estep 
Score: -33345778.000000 Penalty: 4128.421875
	Iteration 52Q: 3 clusters Score -3.334578e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 280423 members 
Entering Unmasked Estep 
Score: -33346580.000000 Penalty: 4128.421875
	Iteration 53Q: 3 clusters Score -3.334658e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 281735 members 
Entering Unmasked Estep 
Score: -33347432.000000 Penalty: 4128.421875
	Iteration 54Q: 3 clusters Score -3.334743e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 283045 members 
Entering Unmasked Estep 
Score: -33348332.000000 Penalty: 4128.421875
	Iteration 55Q: 3 clusters Score -3.334833e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 284419 members 
Entering Unmasked Estep 
Score: -33349146.000000 Penalty: 4128.421875
	Iteration 56Q: 3 clusters Score -3.334915e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 285844 members 
Entering Unmasked Estep 
Score: -33350130.000000 Penalty: 4128.421875
	Iteration 57Q: 3 clusters Score -3.335013e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 287332 members 
Entering Unmasked Estep 
Score: -33351092.000000 Penalty: 4128.421875
	Iteration 58Q: 3 clusters Score -3.335109e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 288891 members 
Entering Unmasked Estep 
Score: -33351626.000000 Penalty: 4128.421875
	Iteration 59Q: 3 clusters Score -3.335163e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 290457 members 
Entering Unmasked Estep 
Score: -33352310.000000 Penalty: 4128.421875
	Iteration 60F: 3 clusters Score -3.335231e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 292019 members 
Entering Unmasked Estep 
Score: -33352894.000000 Penalty: 4128.421875
	Iteration 61Q: 3 clusters Score -3.335289e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 293563 members 
Entering Unmasked Estep 
Score: -33353592.000000 Penalty: 4128.421875
	Iteration 62Q: 3 clusters Score -3.335359e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 295047 members 
Entering Unmasked Estep 
Score: -33354486.000000 Penalty: 4128.421875
	Iteration 63Q: 3 clusters Score -3.335449e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 296498 members 
Entering Unmasked Estep 
Score: -33355376.000000 Penalty: 4128.421875
	Iteration 64Q: 3 clusters Score -3.335538e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 297902 members 
Entering Unmasked Estep 
Score: -33355944.000000 Penalty: 4128.421875
	Iteration 65Q: 3 clusters Score -3.335594e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 299281 members 
Entering Unmasked Estep 
Score: -33356640.000000 Penalty: 4128.421875
	Iteration 66Q: 3 clusters Score -3.335664e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 300669 members 
Entering Unmasked Estep 
Score: -33357214.000000 Penalty: 4128.421875
	Iteration 67Q: 3 clusters Score -3.335721e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 302055 members 
Entering Unmasked Estep 
Score: -33357674.000000 Penalty: 4128.421875
	Iteration 68Q: 3 clusters Score -3.335767e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 303368 members 
Entering Unmasked Estep 
Score: -33358010.000000 Penalty: 4128.421875
	Iteration 69Q: 3 clusters Score -3.335801e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 304606 members 
Entering Unmasked Estep 
Score: -33358272.000000 Penalty: 4128.421875
	Iteration 70Q: 3 clusters Score -3.335827e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 305840 members 
Entering Unmasked Estep 
Score: -33358544.000000 Penalty: 4128.421875
	Iteration 71Q: 3 clusters Score -3.335854e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 306969 members 
Entering Unmasked Estep 
Score: -33359178.000000 Penalty: 4128.421875
	Iteration 72Q: 3 clusters Score -3.335918e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 308021 members 
Entering Unmasked Estep 
Score: -33359804.000000 Penalty: 4128.421875
	Iteration 73Q: 3 clusters Score -3.33598e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 309071 members 
Entering Unmasked Estep 
Score: -33360218.000000 Penalty: 4128.421875
	Iteration 74Q: 3 clusters Score -3.336022e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 310082 members 
Entering Unmasked Estep 
Score: -33360544.000000 Penalty: 4128.421875
	Iteration 75Q: 3 clusters Score -3.336054e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 311036 members 
Entering Unmasked Estep 
Score: -33360930.000000 Penalty: 4128.421875
	Iteration 76Q: 3 clusters Score -3.336093e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 311961 members 
Entering Unmasked Estep 
Score: -33360926.000000 Penalty: 4128.421875
	Iteration 77Q: 3 clusters Score -3.336093e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 312857 members 
Entering Unmasked Estep 
Score: -33361058.000000 Penalty: 4128.421875
	Iteration 78Q: 3 clusters Score -3.336106e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 313738 members 
Entering Unmasked Estep 
Score: -33361262.000000 Penalty: 4128.421875
	Iteration 79Q: 3 clusters Score -3.336126e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 314544 members 
Entering Unmasked Estep 
Score: -33361326.000000 Penalty: 4128.421875
	Iteration 80F: 3 clusters Score -3.336133e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 315322 members 
Entering Unmasked Estep 
Score: -33361374.000000 Penalty: 4128.421875
	Iteration 81Q: 3 clusters Score -3.336137e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 316072 members 
Entering Unmasked Estep 
Score: -33361340.000000 Penalty: 4128.421875
	Iteration 82Q: 3 clusters Score -3.336134e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 316762 members 
Entering Unmasked Estep 
Score: -33361282.000000 Penalty: 4128.421875
	Iteration 83Q: 3 clusters Score -3.336128e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 317418 members 
Entering Unmasked Estep 
Score: -33361514.000000 Penalty: 4128.421875
	Iteration 84Q: 3 clusters Score -3.336151e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 318053 members 
Entering Unmasked Estep 
Score: -33361480.000000 Penalty: 4128.421875
	Iteration 85Q: 3 clusters Score -3.336148e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 318695 members 
Entering Unmasked Estep 
Score: -33361278.000000 Penalty: 4128.421875
	Iteration 86Q: 3 clusters Score -3.336128e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 319332 members 
Entering Unmasked Estep 
Score: -33361134.000000 Penalty: 4128.421875
	Iteration 87Q: 3 clusters Score -3.336113e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 319909 members 
Entering Unmasked Estep 
Score: -33361004.000000 Penalty: 4128.421875
	Iteration 88Q: 3 clusters Score -3.3361e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 320442 members 
Entering Unmasked Estep 
Score: -33360902.000000 Penalty: 4128.421875
	Iteration 89Q: 3 clusters Score -3.33609e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 320966 members 
Entering Unmasked Estep 
Score: -33360700.000000 Penalty: 4128.421875
	Iteration 90Q: 3 clusters Score -3.33607e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 321478 members 
Entering Unmasked Estep 
Score: -33360688.000000 Penalty: 4128.421875
	Iteration 91Q: 3 clusters Score -3.336069e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 321937 members 
Entering Unmasked Estep 
Score: -33360534.000000 Penalty: 4128.421875
	Iteration 92Q: 3 clusters Score -3.336053e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 322375 members 
Entering Unmasked Estep 
Score: -33360392.000000 Penalty: 4128.421875
	Iteration 93Q: 3 clusters Score -3.336039e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 322796 members 
Entering Unmasked Estep 
Score: -33360366.000000 Penalty: 4128.421875
	Iteration 94Q: 3 clusters Score -3.336037e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 323208 members 
Entering Unmasked Estep 
Score: -33360332.000000 Penalty: 4128.421875
	Iteration 95Q: 3 clusters Score -3.336033e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 323585 members 
Entering Unmasked Estep 
Score: -33360202.000000 Penalty: 4128.421875
	Iteration 96Q: 3 clusters Score -3.33602e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 323937 members 
Entering Unmasked Estep 
Score: -33360078.000000 Penalty: 4128.421875
	Iteration 97Q: 3 clusters Score -3.336008e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 324265 members 
Entering Unmasked Estep 
Score: -33360032.000000 Penalty: 4128.421875
	Iteration 98Q: 3 clusters Score -3.336003e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 324568 members 
Entering Unmasked Estep 
Score: -33359890.000000 Penalty: 4128.421875
	Iteration 99Q: 3 clusters Score -3.335989e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 324846 members 
Entering Unmasked Estep 
Score: -33359800.000000 Penalty: 4128.421875
	Iteration 100F: 3 clusters Score -3.33598e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 325097 members 
Entering Unmasked Estep 
Score: -33359664.000000 Penalty: 4128.421875
	Iteration 101Q: 3 clusters Score -3.335966e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 325347 members 
Entering Unmasked Estep 
Score: -33359594.000000 Penalty: 4128.421875
	Iteration 102Q: 3 clusters Score -3.335959e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 325579 members 
Entering Unmasked Estep 
Score: -33359460.000000 Penalty: 4128.421875
	Iteration 103Q: 3 clusters Score -3.335946e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 325799 members 
Entering Unmasked Estep 
Score: -33359388.000000 Penalty: 4128.421875
	Iteration 104Q: 3 clusters Score -3.335939e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 325999 members 
Entering Unmasked Estep 
Score: -33359346.000000 Penalty: 4128.421875
	Iteration 105Q: 3 clusters Score -3.335935e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 326181 members 
Entering Unmasked Estep 
Score: -33359250.000000 Penalty: 4128.421875
	Iteration 106Q: 3 clusters Score -3.335925e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 326325 members 
Entering Unmasked Estep 
Score: -33359178.000000 Penalty: 4128.421875
	Iteration 107Q: 3 clusters Score -3.335918e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 326473 members 
Entering Unmasked Estep 
Score: -33359142.000000 Penalty: 4128.421875
	Iteration 108Q: 3 clusters Score -3.335914e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 326619 members 
Entering Unmasked Estep 
Score: -33359092.000000 Penalty: 4128.421875
	Iteration 109Q: 3 clusters Score -3.335909e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 326754 members 
Entering Unmasked Estep 
Score: -33359050.000000 Penalty: 4128.421875
	Iteration 110Q: 3 clusters Score -3.335905e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 326877 members 
Entering Unmasked Estep 
Score: -33359018.000000 Penalty: 4128.421875
	Iteration 111Q: 3 clusters Score -3.335902e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 326988 members 
Entering Unmasked Estep 
Score: -33358970.000000 Penalty: 4128.421875
	Iteration 112Q: 3 clusters Score -3.335897e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 327092 members 
Entering Unmasked Estep 
Score: -33358932.000000 Penalty: 4128.421875
	Iteration 113Q: 3 clusters Score -3.335893e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 327189 members 
Entering Unmasked Estep 
Score: -33358910.000000 Penalty: 4128.421875
	Iteration 114Q: 3 clusters Score -3.335891e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 327261 members 
Entering Unmasked Estep 
Score: -33358874.000000 Penalty: 4128.421875
	Iteration 115Q: 3 clusters Score -3.335887e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 327333 members 
Entering Unmasked Estep 
Score: -33358826.000000 Penalty: 4128.421875
	Iteration 116Q: 3 clusters Score -3.335883e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 327396 members 
Entering Unmasked Estep 
Score: -33358844.000000 Penalty: 4128.421875
	Iteration 117Q: 3 clusters Score -3.335884e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 327454 members 
Entering Unmasked Estep 
Score: -33358822.000000 Penalty: 4128.421875
	Iteration 118Q: 3 clusters Score -3.335882e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 327518 members 
Entering Unmasked Estep 
Score: -33358822.000000 Penalty: 4128.421875
	Iteration 119Q: 3 clusters Score -3.335882e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 327578 members 
Entering Unmasked Estep 
Score: -33358834.000000 Penalty: 4128.421875
	Iteration 120F: 3 clusters Score -3.335883e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 327633 members 
Entering Unmasked Estep 
Score: -33358768.000000 Penalty: 4128.421875
	Iteration 121Q: 3 clusters Score -3.335877e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 327685 members 
Entering Unmasked Estep 
Score: -33358708.000000 Penalty: 4128.421875
	Iteration 122Q: 3 clusters Score -3.335871e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 327728 members 
Entering Unmasked Estep 
Score: -33358752.000000 Penalty: 4128.421875
	Iteration 123Q: 3 clusters Score -3.335875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 327757 members 
Entering Unmasked Estep 
Score: -33358700.000000 Penalty: 4128.421875
	Iteration 124Q: 3 clusters Score -3.33587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 327781 members 
Entering Unmasked Estep 
Score: -33358710.000000 Penalty: 4128.421875
	Iteration 125Q: 3 clusters Score -3.335871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 327802 members 
Entering Unmasked Estep 
Score: -33358692.000000 Penalty: 4128.421875
	Iteration 126Q: 3 clusters Score -3.335869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 327816 members 
Entering Unmasked Estep 
Score: -33358696.000000 Penalty: 4128.421875
	Iteration 127Q: 3 clusters Score -3.33587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 327831 members 
Entering Unmasked Estep 
Score: -33358676.000000 Penalty: 4128.421875
	Iteration 128Q: 3 clusters Score -3.335868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 327840 members 
Entering Unmasked Estep 
Score: -33358672.000000 Penalty: 4128.421875
	Iteration 129Q: 3 clusters Score -3.335867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 327842 members 
Entering Unmasked Estep 
Score: -33358674.000000 Penalty: 4128.421875
	Iteration 130Q: 3 clusters Score -3.335867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 327846 members 
Entering Unmasked Estep 
Score: -33358674.000000 Penalty: 4128.421875
	Iteration 131Q: 3 clusters Score -3.335867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 327854 members 
Entering Unmasked Estep 
Score: -33358662.000000 Penalty: 4128.421875
	Iteration 132Q: 3 clusters Score -3.335866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 327856 members 
Entering Unmasked Estep 
Score: -33358652.000000 Penalty: 4128.421875
	Iteration 133Q: 3 clusters Score -3.335865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 327858 members 
Entering Unmasked Estep 
Score: -33358668.000000 Penalty: 4128.421875
	Iteration 134Q: 3 clusters Score -3.335867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 327860 members 
Entering Unmasked Estep 
Score: -33358668.000000 Penalty: 4128.421875
	Iteration 135Q: 3 clusters Score -3.335867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 327863 members 
Entering Unmasked Estep 
Score: -33358664.000000 Penalty: 4128.421875
	Iteration 136Q: 3 clusters Score -3.335866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 327868 members 
Entering Unmasked Estep 
Score: -33358640.000000 Penalty: 4128.421875
	Iteration 137Q: 3 clusters Score -3.335864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 327872 members 
Entering Unmasked Estep 
Score: -33358660.000000 Penalty: 4128.421875
	Iteration 138Q: 3 clusters Score -3.335866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 327876 members 
Entering Unmasked Estep 
Score: -33358654.000000 Penalty: 4128.421875
	Iteration 139Q: 3 clusters Score -3.335865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 327879 members 
Entering Unmasked Estep 
Score: -33358668.000000 Penalty: 4128.421875
	Iteration 140F: 3 clusters Score -3.335867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 327880 members 
Entering Unmasked Estep 
Score: -33358654.000000 Penalty: 4128.421875
	Iteration 141Q: 3 clusters Score -3.335865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 327882 members 
Entering Unmasked Estep 
Score: -33358656.000000 Penalty: 4128.421875
	Iteration 142Q: 3 clusters Score -3.335866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 327884 members 
Entering Unmasked Estep 
Score: -33358660.000000 Penalty: 4128.421875
	Iteration 143Q: 3 clusters Score -3.335866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 327887 members 
Entering Unmasked Estep 
Score: -33358662.000000 Penalty: 4128.421875
	Iteration 144Q: 3 clusters Score -3.335866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 327895 members 
Entering Unmasked Estep 
Score: -33358630.000000 Penalty: 4128.421875
	Iteration 145Q: 3 clusters Score -3.335863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 327901 members 
Entering Unmasked Estep 
Score: -33358648.000000 Penalty: 4128.421875
	Iteration 146Q: 3 clusters Score -3.335865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 327903 members 
Entering Unmasked Estep 
Score: -33358648.000000 Penalty: 4128.421875
	Iteration 147Q: 3 clusters Score -3.335865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 327906 members 
Entering Unmasked Estep 
Score: -33358646.000000 Penalty: 4128.421875
	Iteration 148Q: 3 clusters Score -3.335865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 327908 members 
Entering Unmasked Estep 
Score: -33358644.000000 Penalty: 4128.421875
	Iteration 149Q: 3 clusters Score -3.335864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 327909 members 
Entering Unmasked Estep 
Score: -33358638.000000 Penalty: 4128.421875
	Iteration 150Q: 3 clusters Score -3.335864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 327909 members 
Entering Unmasked Estep 
Score: -33358634.000000 Penalty: 4128.421875
	Iteration 151Q: 3 clusters Score -3.335863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 327910 members 
Entering Unmasked Estep 
Score: -33358644.000000 Penalty: 4128.421875
	Iteration 152Q: 3 clusters Score -3.335864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 327912 members 
Entering Unmasked Estep 
Score: -33358628.000000 Penalty: 4128.421875
	Iteration 153Q: 3 clusters Score -3.335863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 327918 members 
Entering Unmasked Estep 
Score: -33358640.000000 Penalty: 4128.421875
	Iteration 154Q: 3 clusters Score -3.335864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 327930 members 
Entering Unmasked Estep 
Score: -33358630.000000 Penalty: 4128.421875
	Iteration 155Q: 3 clusters Score -3.335863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 327935 members 
Entering Unmasked Estep 
Score: -33358620.000000 Penalty: 4128.421875
	Iteration 156Q: 3 clusters Score -3.335862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 327941 members 
Entering Unmasked Estep 
Score: -33358628.000000 Penalty: 4128.421875
	Iteration 157Q: 3 clusters Score -3.335863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 327945 members 
Entering Unmasked Estep 
Score: -33358612.000000 Penalty: 4128.421875
	Iteration 158Q: 3 clusters Score -3.335861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 327950 members 
Entering Unmasked Estep 
Score: -33358596.000000 Penalty: 4128.421875
	Iteration 159Q: 3 clusters Score -3.33586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 327952 members 
Entering Unmasked Estep 
Score: -33358596.000000 Penalty: 4128.421875
	Iteration 160F: 3 clusters Score -3.33586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 327954 members 
Entering Unmasked Estep 
Score: -33358600.000000 Penalty: 4128.421875
	Iteration 161Q: 3 clusters Score -3.33586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 327959 members 
Entering Unmasked Estep 
Score: -33358596.000000 Penalty: 4128.421875
	Iteration 162Q: 3 clusters Score -3.33586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 327963 members 
Entering Unmasked Estep 
Score: -33358596.000000 Penalty: 4128.421875
	Iteration 163Q: 3 clusters Score -3.33586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 327965 members 
Entering Unmasked Estep 
Score: -33358602.000000 Penalty: 4128.421875
	Iteration 164Q: 3 clusters Score -3.33586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 327968 members 
Entering Unmasked Estep 
Score: -33358602.000000 Penalty: 4128.421875
	Iteration 165Q: 3 clusters Score -3.33586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 327968 members 
Entering Unmasked Estep 
Score: -33358612.000000 Penalty: 4128.421875
	Iteration 166Q: 3 clusters Score -3.335861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 327971 members 
Entering Unmasked Estep 
Score: -33358610.000000 Penalty: 4128.421875
	Iteration 167Q: 3 clusters Score -3.335861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 327973 members 
Entering Unmasked Estep 
Score: -33358600.000000 Penalty: 4128.421875
	Iteration 168Q: 3 clusters Score -3.33586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 327975 members 
Entering Unmasked Estep 
Score: -33358592.000000 Penalty: 4128.421875
	Iteration 169Q: 3 clusters Score -3.335859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 327976 members 
Entering Unmasked Estep 
Score: -33358588.000000 Penalty: 4128.421875
	Iteration 170Q: 3 clusters Score -3.335859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 327979 members 
Entering Unmasked Estep 
Score: -33358592.000000 Penalty: 4128.421875
	Iteration 171Q: 3 clusters Score -3.335859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 327980 members 
Entering Unmasked Estep 
Score: -33358588.000000 Penalty: 4128.421875
	Iteration 172Q: 3 clusters Score -3.335859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 327981 members 
Entering Unmasked Estep 
Score: -33358614.000000 Penalty: 4128.421875
	Iteration 173Q: 3 clusters Score -3.335861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 327983 members 
Entering Unmasked Estep 
Score: -33358610.000000 Penalty: 4128.421875
	Iteration 174Q: 3 clusters Score -3.335861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 327985 members 
Entering Unmasked Estep 
Score: -33358598.000000 Penalty: 4128.421875
	Iteration 175Q: 3 clusters Score -3.33586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 327985 members 
Entering Unmasked Estep 
Score: -33358598.000000 Penalty: 4128.421875
	Iteration 176F: 3 clusters Score -3.33586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Entering Unmasked Estep 
Score: -4969567.500000 Penalty: 1751.921997
	Iteration 0F: 2 clusters Score -4969568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4937547.000000 Penalty: 3503.843994
	Iteration 0F: 3 clusters Score -4937547 nChanged 22555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -4950058.500000 Penalty: 3503.843994
	Iteration 1F: 3 clusters Score -4950058 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -4950582.000000 Penalty: 3503.843994
	Iteration 2Q: 3 clusters Score -4950582 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -4951211.000000 Penalty: 3503.843994
	Iteration 3Q: 3 clusters Score -4951211 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -4952107.500000 Penalty: 3503.843994
	Iteration 4Q: 3 clusters Score -4952108 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -4953335.500000 Penalty: 3503.843994
	Iteration 5F: 3 clusters Score -4953336 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4955123.500000 Penalty: 3503.843994
	Iteration 6F: 3 clusters Score -4955124 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4957586.000000 Penalty: 3503.843994
	Iteration 7F: 3 clusters Score -4957586 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4960393.500000 Penalty: 3503.843994
	Iteration 8F: 3 clusters Score -4960394 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -4962487.000000 Penalty: 3503.843994
	Iteration 9F: 3 clusters Score -4962487 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4963558.500000 Penalty: 3503.843994
	Iteration 10Q: 3 clusters Score -4963558 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -4964105.000000 Penalty: 3503.843994
	Iteration 11Q: 3 clusters Score -4964105 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4964425.500000 Penalty: 3503.843994
	Iteration 12Q: 3 clusters Score -4964426 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -4964711.500000 Penalty: 3503.843994
	Iteration 13Q: 3 clusters Score -4964712 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4965005.000000 Penalty: 3503.843994
	Iteration 14Q: 3 clusters Score -4965005 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -4965274.000000 Penalty: 3503.843994
	Iteration 15Q: 3 clusters Score -4965274 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4965555.500000 Penalty: 3503.843994
	Iteration 16Q: 3 clusters Score -4965556 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -4965790.500000 Penalty: 3503.843994
	Iteration 17Q: 3 clusters Score -4965790 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -4966016.500000 Penalty: 3503.843994
	Iteration 18Q: 3 clusters Score -4966016 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -4966224.000000 Penalty: 3503.843994
	Iteration 19Q: 3 clusters Score -4966224 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -4966422.500000 Penalty: 3503.843994
	Iteration 20F: 3 clusters Score -4966422 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4966593.000000 Penalty: 3503.843994
	Iteration 21Q: 3 clusters Score -4966593 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4966740.500000 Penalty: 3503.843994
	Iteration 22Q: 3 clusters Score -4966740 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4966903.000000 Penalty: 3503.843994
	Iteration 23Q: 3 clusters Score -4966903 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4967038.000000 Penalty: 3503.843994
	Iteration 24Q: 3 clusters Score -4967038 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4967161.500000 Penalty: 3503.843994
	Iteration 25Q: 3 clusters Score -4967162 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4967235.500000 Penalty: 3503.843994
	Iteration 26Q: 3 clusters Score -4967236 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4967311.500000 Penalty: 3503.843994
	Iteration 27Q: 3 clusters Score -4967312 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4967385.000000 Penalty: 3503.843994
	Iteration 28Q: 3 clusters Score -4967385 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4967457.500000 Penalty: 3503.843994
	Iteration 29Q: 3 clusters Score -4967458 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4967516.500000 Penalty: 3503.843994
	Iteration 30Q: 3 clusters Score -4967516 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4967557.500000 Penalty: 3503.843994
	Iteration 31Q: 3 clusters Score -4967558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4967596.500000 Penalty: 3503.843994
	Iteration 32Q: 3 clusters Score -4967596 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4967655.500000 Penalty: 3503.843994
	Iteration 33Q: 3 clusters Score -4967656 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4967713.500000 Penalty: 3503.843994
	Iteration 34Q: 3 clusters Score -4967714 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4967773.500000 Penalty: 3503.843994
	Iteration 35Q: 3 clusters Score -4967774 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4967797.500000 Penalty: 3503.843994
	Iteration 36Q: 3 clusters Score -4967798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4967823.000000 Penalty: 3503.843994
	Iteration 37Q: 3 clusters Score -4967823 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4967839.500000 Penalty: 3503.843994
	Iteration 38Q: 3 clusters Score -4967840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4967854.500000 Penalty: 3503.843994
	Iteration 39Q: 3 clusters Score -4967854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4967892.000000 Penalty: 3503.843994
	Iteration 40F: 3 clusters Score -4967892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4967918.500000 Penalty: 3503.843994
	Iteration 41Q: 3 clusters Score -4967918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4967944.000000 Penalty: 3503.843994
	Iteration 42Q: 3 clusters Score -4967944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4967959.000000 Penalty: 3503.843994
	Iteration 43Q: 3 clusters Score -4967959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4967991.000000 Penalty: 3503.843994
	Iteration 44Q: 3 clusters Score -4967991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4968009.500000 Penalty: 3503.843994
	Iteration 45Q: 3 clusters Score -4968010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4968024.000000 Penalty: 3503.843994
	Iteration 46Q: 3 clusters Score -4968024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4968032.500000 Penalty: 3503.843994
	Iteration 47Q: 3 clusters Score -4968032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4968045.500000 Penalty: 3503.843994
	Iteration 48Q: 3 clusters Score -4968046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4968057.500000 Penalty: 3503.843994
	Iteration 49Q: 3 clusters Score -4968058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4968076.500000 Penalty: 3503.843994
	Iteration 50Q: 3 clusters Score -4968076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4968092.000000 Penalty: 3503.843994
	Iteration 51Q: 3 clusters Score -4968092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4968104.000000 Penalty: 3503.843994
	Iteration 52Q: 3 clusters Score -4968104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4968110.500000 Penalty: 3503.843994
	Iteration 53Q: 3 clusters Score -4968110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4968121.000000 Penalty: 3503.843994
	Iteration 54Q: 3 clusters Score -4968121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4968144.500000 Penalty: 3503.843994
	Iteration 55Q: 3 clusters Score -4968144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4968154.500000 Penalty: 3503.843994
	Iteration 56Q: 3 clusters Score -4968154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4968165.000000 Penalty: 3503.843994
	Iteration 57Q: 3 clusters Score -4968165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4968165.000000 Penalty: 3503.843994
	Iteration 58Q: 3 clusters Score -4968165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4968165.500000 Penalty: 3503.843994
	Iteration 59Q: 3 clusters Score -4968166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4968172.500000 Penalty: 3503.843994
	Iteration 60F: 3 clusters Score -4968172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4968165.500000 Penalty: 3503.843994
	Iteration 61Q: 3 clusters Score -4968166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4968166.000000 Penalty: 3503.843994
	Iteration 62Q: 3 clusters Score -4968166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4968167.000000 Penalty: 3503.843994
	Iteration 63Q: 3 clusters Score -4968167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4968167.500000 Penalty: 3503.843994
	Iteration 64Q: 3 clusters Score -4968168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4968168.500000 Penalty: 3503.843994
	Iteration 65Q: 3 clusters Score -4968168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4968171.500000 Penalty: 3503.843994
	Iteration 66Q: 3 clusters Score -4968172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4968171.500000 Penalty: 3503.843994
	Iteration 67Q: 3 clusters Score -4968172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4968174.500000 Penalty: 3503.843994
	Iteration 68Q: 3 clusters Score -4968174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4968177.000000 Penalty: 3503.843994
	Iteration 69Q: 3 clusters Score -4968177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4968173.000000 Penalty: 3503.843994
	Iteration 70Q: 3 clusters Score -4968173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4968177.000000 Penalty: 3503.843994
	Iteration 71Q: 3 clusters Score -4968177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4968177.500000 Penalty: 3503.843994
	Iteration 72Q: 3 clusters Score -4968178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4968174.500000 Penalty: 3503.843994
	Iteration 73Q: 3 clusters Score -4968174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4968179.500000 Penalty: 3503.843994
	Iteration 74Q: 3 clusters Score -4968180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4968178.000000 Penalty: 3503.843994
	Iteration 75Q: 3 clusters Score -4968178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4968176.500000 Penalty: 3503.843994
	Iteration 76Q: 3 clusters Score -4968176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4968175.000000 Penalty: 3503.843994
	Iteration 77Q: 3 clusters Score -4968175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4968175.000000 Penalty: 3503.843994
	Iteration 78F: 3 clusters Score -4968175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -348158.812500 Penalty: 1316.768555
	Iteration 0F: 2 clusters Score -348158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -345215.937500 Penalty: 2633.537109
	Iteration 0F: 3 clusters Score -345215.9 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -345938.906250 Penalty: 2633.537109
	Iteration 1F: 3 clusters Score -345938.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -346099.000000 Penalty: 2633.537109
	Iteration 2F: 3 clusters Score -346099 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -346193.000000 Penalty: 2633.537109
	Iteration 3F: 3 clusters Score -346193 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -346240.843750 Penalty: 2633.537109
	Iteration 4Q: 3 clusters Score -346240.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -346264.437500 Penalty: 2633.537109
	Iteration 5Q: 3 clusters Score -346264.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -346287.687500 Penalty: 2633.537109
	Iteration 6Q: 3 clusters Score -346287.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -346306.656250 Penalty: 2633.537109
	Iteration 7Q: 3 clusters Score -346306.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -346324.281250 Penalty: 2633.537109
	Iteration 8Q: 3 clusters Score -346324.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -346344.312500 Penalty: 2633.537109
	Iteration 9Q: 3 clusters Score -346344.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -346362.437500 Penalty: 2633.537109
	Iteration 10Q: 3 clusters Score -346362.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -346377.843750 Penalty: 2633.537109
	Iteration 11Q: 3 clusters Score -346377.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -346395.343750 Penalty: 2633.537109
	Iteration 12Q: 3 clusters Score -346395.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -346411.125000 Penalty: 2633.537109
	Iteration 13Q: 3 clusters Score -346411.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -346426.906250 Penalty: 2633.537109
	Iteration 14Q: 3 clusters Score -346426.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -346444.531250 Penalty: 2633.537109
	Iteration 15Q: 3 clusters Score -346444.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -346462.843750 Penalty: 2633.537109
	Iteration 16Q: 3 clusters Score -346462.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -346486.687500 Penalty: 2633.537109
	Iteration 17Q: 3 clusters Score -346486.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -346512.843750 Penalty: 2633.537109
	Iteration 18Q: 3 clusters Score -346512.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -346541.187500 Penalty: 2633.537109
	Iteration 19Q: 3 clusters Score -346541.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -346570.656250 Penalty: 2633.537109
	Iteration 20F: 3 clusters Score -346570.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -346607.437500 Penalty: 2633.537109
	Iteration 21Q: 3 clusters Score -346607.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -346651.781250 Penalty: 2633.537109
	Iteration 22Q: 3 clusters Score -346651.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -346684.968750 Penalty: 2633.537109
	Iteration 23Q: 3 clusters Score -346685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -346711.218750 Penalty: 2633.537109
	Iteration 24Q: 3 clusters Score -346711.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -346739.625000 Penalty: 2633.537109
	Iteration 25Q: 3 clusters Score -346739.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -346765.625000 Penalty: 2633.537109
	Iteration 26Q: 3 clusters Score -346765.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -346797.250000 Penalty: 2633.537109
	Iteration 27Q: 3 clusters Score -346797.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -346820.218750 Penalty: 2633.537109
	Iteration 28Q: 3 clusters Score -346820.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -346840.843750 Penalty: 2633.537109
	Iteration 29Q: 3 clusters Score -346840.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -346859.656250 Penalty: 2633.537109
	Iteration 30Q: 3 clusters Score -346859.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -346873.593750 Penalty: 2633.537109
	Iteration 31Q: 3 clusters Score -346873.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -346887.343750 Penalty: 2633.537109
	Iteration 32Q: 3 clusters Score -346887.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -346901.312500 Penalty: 2633.537109
	Iteration 33Q: 3 clusters Score -346901.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -346908.656250 Penalty: 2633.537109
	Iteration 34Q: 3 clusters Score -346908.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -346918.468750 Penalty: 2633.537109
	Iteration 35Q: 3 clusters Score -346918.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -346930.781250 Penalty: 2633.537109
	Iteration 36Q: 3 clusters Score -346930.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -346937.156250 Penalty: 2633.537109
	Iteration 37Q: 3 clusters Score -346937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -346940.562500 Penalty: 2633.537109
	Iteration 38Q: 3 clusters Score -346940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -346942.531250 Penalty: 2633.537109
	Iteration 39Q: 3 clusters Score -346942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -346946.125000 Penalty: 2633.537109
	Iteration 40F: 3 clusters Score -346946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -346946.343750 Penalty: 2633.537109
	Iteration 41Q: 3 clusters Score -346946.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -346946.968750 Penalty: 2633.537109
	Iteration 42Q: 3 clusters Score -346947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -346948.843750 Penalty: 2633.537109
	Iteration 43Q: 3 clusters Score -346948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -346950.593750 Penalty: 2633.537109
	Iteration 44Q: 3 clusters Score -346950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -346952.875000 Penalty: 2633.537109
	Iteration 45Q: 3 clusters Score -346952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -346953.593750 Penalty: 2633.537109
	Iteration 46Q: 3 clusters Score -346953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -346954.656250 Penalty: 2633.537109
	Iteration 47Q: 3 clusters Score -346954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -346955.562500 Penalty: 2633.537109
	Iteration 48Q: 3 clusters Score -346955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -346955.562500 Penalty: 2633.537109
	Iteration 49Q: 3 clusters Score -346955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -346955.906250 Penalty: 2633.537109
	Iteration 50Q: 3 clusters Score -346955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -346956.687500 Penalty: 2633.537109
	Iteration 51Q: 3 clusters Score -346956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -346957.656250 Penalty: 2633.537109
	Iteration 52Q: 3 clusters Score -346957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -346959.031250 Penalty: 2633.537109
	Iteration 53Q: 3 clusters Score -346959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -346959.031250 Penalty: 2633.537109
	Iteration 54F: 3 clusters Score -346959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Entering Unmasked Estep 
Score: -8388613.000000 Penalty: 1836.457642
	Iteration 0F: 2 clusters Score -8388613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -8334738.500000 Penalty: 3672.915283
	Iteration 0F: 3 clusters Score -8334738 nChanged 38296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -8356696.000000 Penalty: 3672.915283
	Iteration 1F: 3 clusters Score -8356696 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -8357266.000000 Penalty: 3672.915283
	Iteration 2Q: 3 clusters Score -8357266 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -8358100.500000 Penalty: 3672.915283
	Iteration 3Q: 3 clusters Score -8358100 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -8359282.000000 Penalty: 3672.915283
	Iteration 4Q: 3 clusters Score -8359282 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -8361403.500000 Penalty: 3672.915283
	Iteration 5F: 3 clusters Score -8361404 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -8365329.500000 Penalty: 3672.915283
	Iteration 6F: 3 clusters Score -8365330 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -8370833.500000 Penalty: 3672.915283
	Iteration 7F: 3 clusters Score -8370834 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -8376645.000000 Penalty: 3672.915283
	Iteration 8F: 3 clusters Score -8376645 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -8381121.000000 Penalty: 3672.915283
	Iteration 9F: 3 clusters Score -8381121 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -8383694.000000 Penalty: 3672.915283
	Iteration 10Q: 3 clusters Score -8383694 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -8384905.000000 Penalty: 3672.915283
	Iteration 11Q: 3 clusters Score -8384905 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8385576.500000 Penalty: 3672.915283
	Iteration 12Q: 3 clusters Score -8385576 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8385995.000000 Penalty: 3672.915283
	Iteration 13Q: 3 clusters Score -8385995 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8386209.500000 Penalty: 3672.915283
	Iteration 14Q: 3 clusters Score -8386210 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8386352.000000 Penalty: 3672.915283
	Iteration 15Q: 3 clusters Score -8386352 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8386505.000000 Penalty: 3672.915283
	Iteration 16Q: 3 clusters Score -8386505 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8386589.500000 Penalty: 3672.915283
	Iteration 17Q: 3 clusters Score -8386590 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8386628.000000 Penalty: 3672.915283
	Iteration 18Q: 3 clusters Score -8386628 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8386676.500000 Penalty: 3672.915283
	Iteration 19Q: 3 clusters Score -8386676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8386714.500000 Penalty: 3672.915283
	Iteration 20F: 3 clusters Score -8386714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8386741.500000 Penalty: 3672.915283
	Iteration 21Q: 3 clusters Score -8386742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8386755.000000 Penalty: 3672.915283
	Iteration 22Q: 3 clusters Score -8386755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8386786.500000 Penalty: 3672.915283
	Iteration 23Q: 3 clusters Score -8386786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8386800.500000 Penalty: 3672.915283
	Iteration 24Q: 3 clusters Score -8386800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8386818.500000 Penalty: 3672.915283
	Iteration 25Q: 3 clusters Score -8386818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8386822.500000 Penalty: 3672.915283
	Iteration 26Q: 3 clusters Score -8386822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8386832.500000 Penalty: 3672.915283
	Iteration 27Q: 3 clusters Score -8386832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8386838.000000 Penalty: 3672.915283
	Iteration 28Q: 3 clusters Score -8386838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8386857.000000 Penalty: 3672.915283
	Iteration 29Q: 3 clusters Score -8386857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8386859.000000 Penalty: 3672.915283
	Iteration 30Q: 3 clusters Score -8386859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8386861.500000 Penalty: 3672.915283
	Iteration 31Q: 3 clusters Score -8386862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8386870.500000 Penalty: 3672.915283
	Iteration 32Q: 3 clusters Score -8386870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8386884.500000 Penalty: 3672.915283
	Iteration 33Q: 3 clusters Score -8386884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8386895.500000 Penalty: 3672.915283
	Iteration 34Q: 3 clusters Score -8386896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8386893.000000 Penalty: 3672.915283
	Iteration 35Q: 3 clusters Score -8386893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8386897.000000 Penalty: 3672.915283
	Iteration 36Q: 3 clusters Score -8386897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8386905.500000 Penalty: 3672.915283
	Iteration 37Q: 3 clusters Score -8386906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8386907.000000 Penalty: 3672.915283
	Iteration 38Q: 3 clusters Score -8386907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8386913.000000 Penalty: 3672.915283
	Iteration 39Q: 3 clusters Score -8386913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8386917.500000 Penalty: 3672.915283
	Iteration 40F: 3 clusters Score -8386918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8386925.500000 Penalty: 3672.915283
	Iteration 41Q: 3 clusters Score -8386926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8386931.500000 Penalty: 3672.915283
	Iteration 42Q: 3 clusters Score -8386932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8386940.000000 Penalty: 3672.915283
	Iteration 43Q: 3 clusters Score -8386940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8386944.500000 Penalty: 3672.915283
	Iteration 44Q: 3 clusters Score -8386944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8386961.500000 Penalty: 3672.915283
	Iteration 45Q: 3 clusters Score -8386962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8386972.500000 Penalty: 3672.915283
	Iteration 46Q: 3 clusters Score -8386972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8386979.000000 Penalty: 3672.915283
	Iteration 47Q: 3 clusters Score -8386979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8386978.000000 Penalty: 3672.915283
	Iteration 48Q: 3 clusters Score -8386978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8386988.000000 Penalty: 3672.915283
	Iteration 49Q: 3 clusters Score -8386988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8386988.500000 Penalty: 3672.915283
	Iteration 50Q: 3 clusters Score -8386988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8386996.500000 Penalty: 3672.915283
	Iteration 51Q: 3 clusters Score -8386996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8386993.000000 Penalty: 3672.915283
	Iteration 52Q: 3 clusters Score -8386993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8386996.500000 Penalty: 3672.915283
	Iteration 53Q: 3 clusters Score -8386996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80379 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8387001.500000 Penalty: 3672.915283
	Iteration 54Q: 3 clusters Score -8387002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8387003.500000 Penalty: 3672.915283
	Iteration 55Q: 3 clusters Score -8387004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8387012.500000 Penalty: 3672.915283
	Iteration 56Q: 3 clusters Score -8387012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8387017.500000 Penalty: 3672.915283
	Iteration 57Q: 3 clusters Score -8387018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8387017.500000 Penalty: 3672.915283
	Iteration 58Q: 3 clusters Score -8387018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8387017.000000 Penalty: 3672.915283
	Iteration 59Q: 3 clusters Score -8387017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8387014.000000 Penalty: 3672.915283
	Iteration 60F: 3 clusters Score -8387014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8387017.500000 Penalty: 3672.915283
	Iteration 61Q: 3 clusters Score -8387018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8387016.500000 Penalty: 3672.915283
	Iteration 62Q: 3 clusters Score -8387016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8387016.500000 Penalty: 3672.915283
	Iteration 63F: 3 clusters Score -8387016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (65412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Entering Unmasked Estep 
Score: -6756903.000000 Penalty: 1801.874878
	Iteration 0F: 2 clusters Score -6756903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -6713096.000000 Penalty: 3603.749756
	Iteration 0F: 3 clusters Score -6713096 nChanged 30851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -6731097.500000 Penalty: 3603.749756
	Iteration 1F: 3 clusters Score -6731098 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6732282.500000 Penalty: 3603.749756
	Iteration 2Q: 3 clusters Score -6732282 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -6734193.500000 Penalty: 3603.749756
	Iteration 3F: 3 clusters Score -6734194 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -6737045.500000 Penalty: 3603.749756
	Iteration 4F: 3 clusters Score -6737046 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -6740998.500000 Penalty: 3603.749756
	Iteration 5F: 3 clusters Score -6740998 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -6745185.500000 Penalty: 3603.749756
	Iteration 6F: 3 clusters Score -6745186 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -6748710.000000 Penalty: 3603.749756
	Iteration 7F: 3 clusters Score -6748710 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -6750364.500000 Penalty: 3603.749756
	Iteration 8Q: 3 clusters Score -6750364 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -6751059.000000 Penalty: 3603.749756
	Iteration 9Q: 3 clusters Score -6751059 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -6751522.500000 Penalty: 3603.749756
	Iteration 10Q: 3 clusters Score -6751522 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -6751877.000000 Penalty: 3603.749756
	Iteration 11Q: 3 clusters Score -6751877 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -6752174.000000 Penalty: 3603.749756
	Iteration 12Q: 3 clusters Score -6752174 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -6752442.000000 Penalty: 3603.749756
	Iteration 13Q: 3 clusters Score -6752442 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -6752703.500000 Penalty: 3603.749756
	Iteration 14Q: 3 clusters Score -6752704 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -6752962.500000 Penalty: 3603.749756
	Iteration 15Q: 3 clusters Score -6752962 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -6753184.500000 Penalty: 3603.749756
	Iteration 16Q: 3 clusters Score -6753184 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -6753359.000000 Penalty: 3603.749756
	Iteration 17Q: 3 clusters Score -6753359 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -6753508.500000 Penalty: 3603.749756
	Iteration 18Q: 3 clusters Score -6753508 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -6753686.000000 Penalty: 3603.749756
	Iteration 19Q: 3 clusters Score -6753686 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -6753863.000000 Penalty: 3603.749756
	Iteration 20F: 3 clusters Score -6753863 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -6754018.000000 Penalty: 3603.749756
	Iteration 21Q: 3 clusters Score -6754018 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -6754169.000000 Penalty: 3603.749756
	Iteration 22Q: 3 clusters Score -6754169 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -6754335.000000 Penalty: 3603.749756
	Iteration 23Q: 3 clusters Score -6754335 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -6754440.000000 Penalty: 3603.749756
	Iteration 24Q: 3 clusters Score -6754440 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6754590.000000 Penalty: 3603.749756
	Iteration 25Q: 3 clusters Score -6754590 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6754678.000000 Penalty: 3603.749756
	Iteration 26Q: 3 clusters Score -6754678 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6754785.000000 Penalty: 3603.749756
	Iteration 27Q: 3 clusters Score -6754785 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -6754874.500000 Penalty: 3603.749756
	Iteration 28Q: 3 clusters Score -6754874 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6754983.500000 Penalty: 3603.749756
	Iteration 29Q: 3 clusters Score -6754984 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6755076.000000 Penalty: 3603.749756
	Iteration 30Q: 3 clusters Score -6755076 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6755136.500000 Penalty: 3603.749756
	Iteration 31Q: 3 clusters Score -6755136 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6755188.500000 Penalty: 3603.749756
	Iteration 32Q: 3 clusters Score -6755188 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6755224.000000 Penalty: 3603.749756
	Iteration 33Q: 3 clusters Score -6755224 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6755285.000000 Penalty: 3603.749756
	Iteration 34Q: 3 clusters Score -6755285 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6755326.500000 Penalty: 3603.749756
	Iteration 35Q: 3 clusters Score -6755326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6755358.500000 Penalty: 3603.749756
	Iteration 36Q: 3 clusters Score -6755358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6755387.500000 Penalty: 3603.749756
	Iteration 37Q: 3 clusters Score -6755388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6755407.500000 Penalty: 3603.749756
	Iteration 38Q: 3 clusters Score -6755408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6755406.500000 Penalty: 3603.749756
	Iteration 39Q: 3 clusters Score -6755406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6755415.000000 Penalty: 3603.749756
	Iteration 40F: 3 clusters Score -6755415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6755434.000000 Penalty: 3603.749756
	Iteration 41Q: 3 clusters Score -6755434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6755443.500000 Penalty: 3603.749756
	Iteration 42Q: 3 clusters Score -6755444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6755459.500000 Penalty: 3603.749756
	Iteration 43Q: 3 clusters Score -6755460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6755456.500000 Penalty: 3603.749756
	Iteration 44Q: 3 clusters Score -6755456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6755451.000000 Penalty: 3603.749756
	Iteration 45Q: 3 clusters Score -6755451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6755469.500000 Penalty: 3603.749756
	Iteration 46Q: 3 clusters Score -6755470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6755466.500000 Penalty: 3603.749756
	Iteration 47Q: 3 clusters Score -6755466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6755496.500000 Penalty: 3603.749756
	Iteration 48Q: 3 clusters Score -6755496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6755500.500000 Penalty: 3603.749756
	Iteration 49Q: 3 clusters Score -6755500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6755521.000000 Penalty: 3603.749756
	Iteration 50Q: 3 clusters Score -6755521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6755504.000000 Penalty: 3603.749756
	Iteration 51Q: 3 clusters Score -6755504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6755514.000000 Penalty: 3603.749756
	Iteration 52Q: 3 clusters Score -6755514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6755514.500000 Penalty: 3603.749756
	Iteration 53Q: 3 clusters Score -6755514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6755515.000000 Penalty: 3603.749756
	Iteration 54Q: 3 clusters Score -6755515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6755512.500000 Penalty: 3603.749756
	Iteration 55Q: 3 clusters Score -6755512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6755528.000000 Penalty: 3603.749756
	Iteration 56Q: 3 clusters Score -6755528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6755539.500000 Penalty: 3603.749756
	Iteration 57Q: 3 clusters Score -6755540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6755538.000000 Penalty: 3603.749756
	Iteration 58Q: 3 clusters Score -6755538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6755550.500000 Penalty: 3603.749756
	Iteration 59Q: 3 clusters Score -6755550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6755558.500000 Penalty: 3603.749756
	Iteration 60F: 3 clusters Score -6755558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6755554.500000 Penalty: 3603.749756
	Iteration 61Q: 3 clusters Score -6755554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6755555.000000 Penalty: 3603.749756
	Iteration 62Q: 3 clusters Score -6755555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6755559.500000 Penalty: 3603.749756
	Iteration 63Q: 3 clusters Score -6755560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6755567.000000 Penalty: 3603.749756
	Iteration 64Q: 3 clusters Score -6755567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6755560.500000 Penalty: 3603.749756
	Iteration 65Q: 3 clusters Score -6755560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6755563.500000 Penalty: 3603.749756
	Iteration 66Q: 3 clusters Score -6755564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6755567.000000 Penalty: 3603.749756
	Iteration 67Q: 3 clusters Score -6755567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6755568.000000 Penalty: 3603.749756
	Iteration 68Q: 3 clusters Score -6755568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6755566.000000 Penalty: 3603.749756
	Iteration 69Q: 3 clusters Score -6755566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6755565.000000 Penalty: 3603.749756
	Iteration 70Q: 3 clusters Score -6755565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6755568.500000 Penalty: 3603.749756
	Iteration 71Q: 3 clusters Score -6755568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6755568.000000 Penalty: 3603.749756
	Iteration 72Q: 3 clusters Score -6755568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6755575.500000 Penalty: 3603.749756
	Iteration 73Q: 3 clusters Score -6755576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6755575.500000 Penalty: 3603.749756
	Iteration 74Q: 3 clusters Score -6755576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6755575.500000 Penalty: 3603.749756
	Iteration 75Q: 3 clusters Score -6755576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6755577.500000 Penalty: 3603.749756
	Iteration 76Q: 3 clusters Score -6755578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6755577.500000 Penalty: 3603.749756
	Iteration 77Q: 3 clusters Score -6755578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6755573.500000 Penalty: 3603.749756
	Iteration 78Q: 3 clusters Score -6755574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6755575.000000 Penalty: 3603.749756
	Iteration 79Q: 3 clusters Score -6755575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6755571.500000 Penalty: 3603.749756
	Iteration 80F: 3 clusters Score -6755572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6755576.000000 Penalty: 3603.749756
	Iteration 81Q: 3 clusters Score -6755576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6755579.000000 Penalty: 3603.749756
	Iteration 82Q: 3 clusters Score -6755579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6755581.000000 Penalty: 3603.749756
	Iteration 83Q: 3 clusters Score -6755581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6755575.500000 Penalty: 3603.749756
	Iteration 84Q: 3 clusters Score -6755576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6755575.500000 Penalty: 3603.749756
	Iteration 85F: 3 clusters Score -6755576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (65628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Entering Unmasked Estep 
Score: -6802186.000000 Penalty: 1802.410645
	Iteration 0F: 2 clusters Score -6802186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -6758533.000000 Penalty: 3604.821289
	Iteration 0F: 3 clusters Score -6758533 nChanged 31055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -6775739.500000 Penalty: 3604.821289
	Iteration 1F: 3 clusters Score -6775740 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -6776147.500000 Penalty: 3604.821289
	Iteration 2Q: 3 clusters Score -6776148 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -6776559.500000 Penalty: 3604.821289
	Iteration 3Q: 3 clusters Score -6776560 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -6777110.500000 Penalty: 3604.821289
	Iteration 4Q: 3 clusters Score -6777110 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -6777734.500000 Penalty: 3604.821289
	Iteration 5Q: 3 clusters Score -6777734 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -6778802.000000 Penalty: 3604.821289
	Iteration 6Q: 3 clusters Score -6778802 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -6780717.000000 Penalty: 3604.821289
	Iteration 7F: 3 clusters Score -6780717 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -6783895.000000 Penalty: 3604.821289
	Iteration 8F: 3 clusters Score -6783895 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -6788495.500000 Penalty: 3604.821289
	Iteration 9F: 3 clusters Score -6788496 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -6793180.500000 Penalty: 3604.821289
	Iteration 10F: 3 clusters Score -6793180 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -6796874.000000 Penalty: 3604.821289
	Iteration 11F: 3 clusters Score -6796874 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6798967.000000 Penalty: 3604.821289
	Iteration 12Q: 3 clusters Score -6798967 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6799921.000000 Penalty: 3604.821289
	Iteration 13Q: 3 clusters Score -6799921 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6800320.500000 Penalty: 3604.821289
	Iteration 14Q: 3 clusters Score -6800320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6800485.000000 Penalty: 3604.821289
	Iteration 15Q: 3 clusters Score -6800485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6800540.500000 Penalty: 3604.821289
	Iteration 16Q: 3 clusters Score -6800540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6800550.500000 Penalty: 3604.821289
	Iteration 17Q: 3 clusters Score -6800550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6800566.000000 Penalty: 3604.821289
	Iteration 18Q: 3 clusters Score -6800566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6800575.500000 Penalty: 3604.821289
	Iteration 19Q: 3 clusters Score -6800576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6800582.000000 Penalty: 3604.821289
	Iteration 20F: 3 clusters Score -6800582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6800594.000000 Penalty: 3604.821289
	Iteration 21Q: 3 clusters Score -6800594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6800602.500000 Penalty: 3604.821289
	Iteration 22Q: 3 clusters Score -6800602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6800607.000000 Penalty: 3604.821289
	Iteration 23Q: 3 clusters Score -6800607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6800610.000000 Penalty: 3604.821289
	Iteration 24Q: 3 clusters Score -6800610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6800614.500000 Penalty: 3604.821289
	Iteration 25Q: 3 clusters Score -6800614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6800614.500000 Penalty: 3604.821289
	Iteration 26F: 3 clusters Score -6800614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 28271 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48033 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 34971 members 
Mstep: Class 11 contains 165322 members 
Mstep: Class 12 contains 328679 members 
Mstep: Class 14 contains 48101 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 80925 members 
Mstep: Class 20 contains 65412 members 
Mstep: Class 21 contains 65628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149000.000000 Penalty: 33526.671875
Iteration 279Q: 16 clusters Score -9.4149e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48031 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 34975 members 
Mstep: Class 11 contains 165257 members 
Mstep: Class 12 contains 328702 members 
Mstep: Class 14 contains 48102 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 80931 members 
Mstep: Class 20 contains 65418 members 
Mstep: Class 21 contains 65652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149024.000000 Penalty: 33526.671875
Iteration 280F: 16 clusters Score -9.414902e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48033 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 34975 members 
Mstep: Class 11 contains 165192 members 
Mstep: Class 12 contains 328724 members 
Mstep: Class 14 contains 48107 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 80930 members 
Mstep: Class 20 contains 65426 members 
Mstep: Class 21 contains 65681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148928.000000 Penalty: 33526.671875
Iteration 281Q: 16 clusters Score -9.414893e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48038 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 34980 members 
Mstep: Class 11 contains 165104 members 
Mstep: Class 12 contains 328750 members 
Mstep: Class 14 contains 48110 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 80935 members 
Mstep: Class 20 contains 65439 members 
Mstep: Class 21 contains 65713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148888.000000 Penalty: 33526.671875
Iteration 282Q: 16 clusters Score -9.414889e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 28279 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48048 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 34980 members 
Mstep: Class 11 contains 165015 members 
Mstep: Class 12 contains 328775 members 
Mstep: Class 14 contains 48116 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 80936 members 
Mstep: Class 20 contains 65454 members 
Mstep: Class 21 contains 65742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148896.000000 Penalty: 33526.671875
Iteration 283Q: 16 clusters Score -9.41489e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 28280 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48057 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 34984 members 
Mstep: Class 11 contains 164954 members 
Mstep: Class 12 contains 328779 members 
Mstep: Class 14 contains 48117 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 80935 members 
Mstep: Class 20 contains 65461 members 
Mstep: Class 21 contains 65781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149024.000000 Penalty: 33526.671875
Iteration 284Q: 16 clusters Score -9.414902e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 28279 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48063 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 34988 members 
Mstep: Class 11 contains 164878 members 
Mstep: Class 12 contains 328794 members 
Mstep: Class 14 contains 48119 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 80944 members 
Mstep: Class 20 contains 65464 members 
Mstep: Class 21 contains 65824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149072.000000 Penalty: 33526.671875
Iteration 285Q: 16 clusters Score -9.414907e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 28269 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48072 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 34994 members 
Mstep: Class 11 contains 164808 members 
Mstep: Class 12 contains 328803 members 
Mstep: Class 14 contains 48118 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 80955 members 
Mstep: Class 20 contains 65474 members 
Mstep: Class 21 contains 65865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149048.000000 Penalty: 33526.671875
Iteration 286Q: 16 clusters Score -9.414905e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 28266 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48088 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 34996 members 
Mstep: Class 11 contains 164726 members 
Mstep: Class 12 contains 328821 members 
Mstep: Class 14 contains 48120 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 80967 members 
Mstep: Class 20 contains 65482 members 
Mstep: Class 21 contains 65894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148920.000000 Penalty: 33526.671875
Iteration 287Q: 16 clusters Score -9.414892e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 28267 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48098 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35000 members 
Mstep: Class 11 contains 164620 members 
Mstep: Class 12 contains 328840 members 
Mstep: Class 14 contains 48131 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 80980 members 
Mstep: Class 20 contains 65496 members 
Mstep: Class 21 contains 65931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148808.000000 Penalty: 33526.671875
Iteration 288Q: 16 clusters Score -9.414881e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48105 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35010 members 
Mstep: Class 11 contains 164519 members 
Mstep: Class 12 contains 328865 members 
Mstep: Class 14 contains 48136 members 
Mstep: Class 16 contains 3300 members 
Mstep: Class 17 contains 80988 members 
Mstep: Class 20 contains 65513 members 
Mstep: Class 21 contains 65965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148896.000000 Penalty: 33526.671875
Iteration 289Q: 16 clusters Score -9.41489e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 28272 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48109 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35026 members 
Mstep: Class 11 contains 164381 members 
Mstep: Class 12 contains 328906 members 
Mstep: Class 14 contains 48142 members 
Mstep: Class 16 contains 3298 members 
Mstep: Class 17 contains 80997 members 
Mstep: Class 20 contains 65537 members 
Mstep: Class 21 contains 66010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148768.000000 Penalty: 33526.671875
Iteration 290Q: 16 clusters Score -9.414877e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 28274 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48114 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35039 members 
Mstep: Class 11 contains 164246 members 
Mstep: Class 12 contains 328947 members 
Mstep: Class 14 contains 48150 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 81002 members 
Mstep: Class 20 contains 65554 members 
Mstep: Class 21 contains 66063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148776.000000 Penalty: 33526.671875
Iteration 291Q: 16 clusters Score -9.414878e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 28273 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48116 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35047 members 
Mstep: Class 11 contains 164118 members 
Mstep: Class 12 contains 328989 members 
Mstep: Class 14 contains 48158 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 81007 members 
Mstep: Class 20 contains 65577 members 
Mstep: Class 21 contains 66111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148792.000000 Penalty: 33526.671875
Iteration 292Q: 16 clusters Score -9.414879e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48115 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35050 members 
Mstep: Class 11 contains 163970 members 
Mstep: Class 12 contains 329017 members 
Mstep: Class 14 contains 48174 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 81024 members 
Mstep: Class 20 contains 65605 members 
Mstep: Class 21 contains 66169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148744.000000 Penalty: 33526.671875
Iteration 293Q: 16 clusters Score -9.414874e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 28276 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48119 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35055 members 
Mstep: Class 11 contains 163835 members 
Mstep: Class 12 contains 329035 members 
Mstep: Class 14 contains 48186 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 81033 members 
Mstep: Class 20 contains 65640 members 
Mstep: Class 21 contains 66229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148736.000000 Penalty: 33526.671875
Iteration 294Q: 16 clusters Score -9.414874e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 28279 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48122 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35060 members 
Mstep: Class 11 contains 163705 members 
Mstep: Class 12 contains 329053 members 
Mstep: Class 14 contains 48192 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 81045 members 
Mstep: Class 20 contains 65666 members 
Mstep: Class 21 contains 66287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148776.000000 Penalty: 33526.671875
Iteration 295Q: 16 clusters Score -9.414878e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 28281 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48127 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35065 members 
Mstep: Class 11 contains 163598 members 
Mstep: Class 12 contains 329061 members 
Mstep: Class 14 contains 48206 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 81049 members 
Mstep: Class 20 contains 65687 members 
Mstep: Class 21 contains 66347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148872.000000 Penalty: 33526.671875
Iteration 296Q: 16 clusters Score -9.414887e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 28283 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48141 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35077 members 
Mstep: Class 11 contains 163486 members 
Mstep: Class 12 contains 329070 members 
Mstep: Class 14 contains 48229 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 81059 members 
Mstep: Class 20 contains 65702 members 
Mstep: Class 21 contains 66384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148808.000000 Penalty: 33526.671875
Iteration 297Q: 16 clusters Score -9.414881e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 28284 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48150 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35096 members 
Mstep: Class 11 contains 163374 members 
Mstep: Class 12 contains 329075 members 
Mstep: Class 14 contains 48242 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 81068 members 
Mstep: Class 20 contains 65724 members 
Mstep: Class 21 contains 66426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148856.000000 Penalty: 33526.671875
Iteration 298Q: 16 clusters Score -9.414886e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 28294 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48158 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35109 members 
Mstep: Class 11 contains 163255 members 
Mstep: Class 12 contains 329084 members 
Mstep: Class 14 contains 48250 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 81082 members 
Mstep: Class 20 contains 65744 members 
Mstep: Class 21 contains 66467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149032.000000 Penalty: 33526.671875
Iteration 299Q: 16 clusters Score -9.414903e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 28300 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48163 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35122 members 
Mstep: Class 11 contains 163144 members 
Mstep: Class 12 contains 329105 members 
Mstep: Class 14 contains 48254 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 81091 members 
Mstep: Class 20 contains 65770 members 
Mstep: Class 21 contains 66500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148944.000000 Penalty: 33526.671875
Iteration 300F: 16 clusters Score -9.414894e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 28297 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48166 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35136 members 
Mstep: Class 11 contains 163025 members 
Mstep: Class 12 contains 329125 members 
Mstep: Class 14 contains 48270 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 81107 members 
Mstep: Class 20 contains 65792 members 
Mstep: Class 21 contains 66537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148816.000000 Penalty: 33526.671875
Iteration 301Q: 16 clusters Score -9.414882e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 28301 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48172 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35156 members 
Mstep: Class 11 contains 162904 members 
Mstep: Class 12 contains 329130 members 
Mstep: Class 14 contains 48283 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 81127 members 
Mstep: Class 20 contains 65806 members 
Mstep: Class 21 contains 66584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148840.000000 Penalty: 33526.671875
Iteration 302Q: 16 clusters Score -9.414884e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 28304 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48176 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35175 members 
Mstep: Class 11 contains 162775 members 
Mstep: Class 12 contains 329128 members 
Mstep: Class 14 contains 48293 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 81153 members 
Mstep: Class 20 contains 65828 members 
Mstep: Class 21 contains 66638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148736.000000 Penalty: 33526.671875
Iteration 303Q: 16 clusters Score -9.414874e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 28302 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48188 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35199 members 
Mstep: Class 11 contains 162651 members 
Mstep: Class 12 contains 329130 members 
Mstep: Class 14 contains 48297 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 81173 members 
Mstep: Class 20 contains 65846 members 
Mstep: Class 21 contains 66695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148832.000000 Penalty: 33526.671875
Iteration 304Q: 16 clusters Score -9.414883e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 28304 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48201 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35220 members 
Mstep: Class 11 contains 162537 members 
Mstep: Class 12 contains 329127 members 
Mstep: Class 14 contains 48298 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 81187 members 
Mstep: Class 20 contains 65867 members 
Mstep: Class 21 contains 66754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148960.000000 Penalty: 33526.671875
Iteration 305Q: 16 clusters Score -9.414896e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 28306 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48206 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35233 members 
Mstep: Class 11 contains 162440 members 
Mstep: Class 12 contains 329121 members 
Mstep: Class 14 contains 48299 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 81201 members 
Mstep: Class 20 contains 65889 members 
Mstep: Class 21 contains 66811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148896.000000 Penalty: 33526.671875
Iteration 306Q: 16 clusters Score -9.41489e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 28305 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48211 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35246 members 
Mstep: Class 11 contains 162353 members 
Mstep: Class 12 contains 329118 members 
Mstep: Class 14 contains 48307 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 81218 members 
Mstep: Class 20 contains 65908 members 
Mstep: Class 21 contains 66855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148976.000000 Penalty: 33526.671875
Iteration 307Q: 16 clusters Score -9.414898e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 28307 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48220 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35257 members 
Mstep: Class 11 contains 162261 members 
Mstep: Class 12 contains 329128 members 
Mstep: Class 14 contains 48314 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 81231 members 
Mstep: Class 20 contains 65927 members 
Mstep: Class 21 contains 66887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148944.000000 Penalty: 33526.671875
Iteration 308Q: 16 clusters Score -9.414894e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 28310 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48228 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 35275 members 
Mstep: Class 11 contains 162168 members 
Mstep: Class 12 contains 329128 members 
Mstep: Class 14 contains 48317 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 81252 members 
Mstep: Class 20 contains 65945 members 
Mstep: Class 21 contains 66919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149016.000000 Penalty: 33526.671875
Iteration 309Q: 16 clusters Score -9.414902e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 28310 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48240 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 35296 members 
Mstep: Class 11 contains 162056 members 
Mstep: Class 12 contains 329132 members 
Mstep: Class 14 contains 48327 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 81276 members 
Mstep: Class 20 contains 65960 members 
Mstep: Class 21 contains 66953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148920.000000 Penalty: 33526.671875
Iteration 310Q: 16 clusters Score -9.414892e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 28313 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48250 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 35319 members 
Mstep: Class 11 contains 161931 members 
Mstep: Class 12 contains 329154 members 
Mstep: Class 14 contains 48334 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 81286 members 
Mstep: Class 20 contains 65978 members 
Mstep: Class 21 contains 66988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94149016.000000 Penalty: 33526.671875
Iteration 311Q: 16 clusters Score -9.414902e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 28320 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48260 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 35340 members 
Mstep: Class 11 contains 161790 members 
Mstep: Class 12 contains 329178 members 
Mstep: Class 14 contains 48340 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 81309 members 
Mstep: Class 20 contains 66002 members 
Mstep: Class 21 contains 67021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148976.000000 Penalty: 33526.671875
Iteration 312Q: 16 clusters Score -9.414898e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 28330 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48266 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35358 members 
Mstep: Class 11 contains 161640 members 
Mstep: Class 12 contains 329216 members 
Mstep: Class 14 contains 48348 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 81324 members 
Mstep: Class 20 contains 66030 members 
Mstep: Class 21 contains 67057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148840.000000 Penalty: 33526.671875
Iteration 313Q: 16 clusters Score -9.414884e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 28340 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48273 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35376 members 
Mstep: Class 11 contains 161501 members 
Mstep: Class 12 contains 329248 members 
Mstep: Class 14 contains 48354 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 81339 members 
Mstep: Class 20 contains 66062 members 
Mstep: Class 21 contains 67094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148952.000000 Penalty: 33526.671875
Iteration 314Q: 16 clusters Score -9.414895e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 28349 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48279 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 6765 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35393 members 
Mstep: Class 11 contains 161335 members 
Mstep: Class 12 contains 329291 members 
Mstep: Class 14 contains 48368 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 81362 members 
Mstep: Class 20 contains 66096 members 
Mstep: Class 21 contains 67134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148944.000000 Penalty: 33526.671875
Iteration 315Q: 16 clusters Score -9.414894e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 28356 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48290 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 6765 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 35412 members 
Mstep: Class 11 contains 161175 members 
Mstep: Class 12 contains 329331 members 
Mstep: Class 14 contains 48379 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 81391 members 
Mstep: Class 20 contains 66124 members 
Mstep: Class 21 contains 67168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148920.000000 Penalty: 33526.671875
Iteration 316Q: 16 clusters Score -9.414892e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 28365 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48301 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 35440 members 
Mstep: Class 11 contains 161009 members 
Mstep: Class 12 contains 329363 members 
Mstep: Class 14 contains 48392 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 81423 members 
Mstep: Class 20 contains 66141 members 
Mstep: Class 21 contains 67207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148720.000000 Penalty: 33526.671875
Iteration 317Q: 16 clusters Score -9.414872e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 28376 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48315 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 2606 members 
Mstep: Class 9 contains 35462 members 
Mstep: Class 11 contains 160843 members 
Mstep: Class 12 contains 329395 members 
Mstep: Class 14 contains 48408 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 81445 members 
Mstep: Class 20 contains 66167 members 
Mstep: Class 21 contains 67247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148768.000000 Penalty: 33526.671875
Iteration 318Q: 16 clusters Score -9.414877e+07 nChanged 342
Entering ConstructFrom: 
Score: -94148768.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (57406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Entering Unmasked Estep 
Score: -5694445.000000 Penalty: 1780.659424
	Iteration 0F: 2 clusters Score -5694445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -5656131.000000 Penalty: 3561.318848
	Iteration 0F: 3 clusters Score -5656131 nChanged 26990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -5671682.000000 Penalty: 3561.318848
	Iteration 1F: 3 clusters Score -5671682 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -5672462.000000 Penalty: 3561.318848
	Iteration 2Q: 3 clusters Score -5672462 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -5673322.000000 Penalty: 3561.318848
	Iteration 3Q: 3 clusters Score -5673322 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -5674415.500000 Penalty: 3561.318848
	Iteration 4Q: 3 clusters Score -5674416 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -5675794.000000 Penalty: 3561.318848
	Iteration 5Q: 3 clusters Score -5675794 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -5677411.000000 Penalty: 3561.318848
	Iteration 6F: 3 clusters Score -5677411 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -5679100.000000 Penalty: 3561.318848
	Iteration 7F: 3 clusters Score -5679100 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -5680702.000000 Penalty: 3561.318848
	Iteration 8F: 3 clusters Score -5680702 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -5681865.000000 Penalty: 3561.318848
	Iteration 9Q: 3 clusters Score -5681865 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -5682737.000000 Penalty: 3561.318848
	Iteration 10Q: 3 clusters Score -5682737 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -5683465.500000 Penalty: 3561.318848
	Iteration 11Q: 3 clusters Score -5683466 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5684094.500000 Penalty: 3561.318848
	Iteration 12Q: 3 clusters Score -5684094 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -5684698.500000 Penalty: 3561.318848
	Iteration 13Q: 3 clusters Score -5684698 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5685320.000000 Penalty: 3561.318848
	Iteration 14Q: 3 clusters Score -5685320 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -5685991.500000 Penalty: 3561.318848
	Iteration 15Q: 3 clusters Score -5685992 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -5686664.000000 Penalty: 3561.318848
	Iteration 16Q: 3 clusters Score -5686664 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5687303.500000 Penalty: 3561.318848
	Iteration 17Q: 3 clusters Score -5687304 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -5687983.000000 Penalty: 3561.318848
	Iteration 18Q: 3 clusters Score -5687983 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -5688597.500000 Penalty: 3561.318848
	Iteration 19Q: 3 clusters Score -5688598 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -5689126.000000 Penalty: 3561.318848
	Iteration 20F: 3 clusters Score -5689126 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -5689599.000000 Penalty: 3561.318848
	Iteration 21Q: 3 clusters Score -5689599 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -5690024.000000 Penalty: 3561.318848
	Iteration 22Q: 3 clusters Score -5690024 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -5690429.500000 Penalty: 3561.318848
	Iteration 23Q: 3 clusters Score -5690430 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -5690784.000000 Penalty: 3561.318848
	Iteration 24Q: 3 clusters Score -5690784 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -5691131.000000 Penalty: 3561.318848
	Iteration 25Q: 3 clusters Score -5691131 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -5691420.500000 Penalty: 3561.318848
	Iteration 26Q: 3 clusters Score -5691420 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -5691660.500000 Penalty: 3561.318848
	Iteration 27Q: 3 clusters Score -5691660 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -5691829.500000 Penalty: 3561.318848
	Iteration 28Q: 3 clusters Score -5691830 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -5691980.000000 Penalty: 3561.318848
	Iteration 29Q: 3 clusters Score -5691980 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5692139.500000 Penalty: 3561.318848
	Iteration 30Q: 3 clusters Score -5692140 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5692276.000000 Penalty: 3561.318848
	Iteration 31Q: 3 clusters Score -5692276 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5692375.500000 Penalty: 3561.318848
	Iteration 32Q: 3 clusters Score -5692376 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5692459.500000 Penalty: 3561.318848
	Iteration 33Q: 3 clusters Score -5692460 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5692503.000000 Penalty: 3561.318848
	Iteration 34Q: 3 clusters Score -5692503 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5692565.000000 Penalty: 3561.318848
	Iteration 35Q: 3 clusters Score -5692565 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5692624.000000 Penalty: 3561.318848
	Iteration 36Q: 3 clusters Score -5692624 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5692663.000000 Penalty: 3561.318848
	Iteration 37Q: 3 clusters Score -5692663 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5692696.500000 Penalty: 3561.318848
	Iteration 38Q: 3 clusters Score -5692696 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5692734.000000 Penalty: 3561.318848
	Iteration 39Q: 3 clusters Score -5692734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5692757.000000 Penalty: 3561.318848
	Iteration 40F: 3 clusters Score -5692757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5692798.000000 Penalty: 3561.318848
	Iteration 41Q: 3 clusters Score -5692798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5692823.500000 Penalty: 3561.318848
	Iteration 42Q: 3 clusters Score -5692824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5692854.000000 Penalty: 3561.318848
	Iteration 43Q: 3 clusters Score -5692854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5692872.500000 Penalty: 3561.318848
	Iteration 44Q: 3 clusters Score -5692872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5692893.500000 Penalty: 3561.318848
	Iteration 45Q: 3 clusters Score -5692894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5692908.500000 Penalty: 3561.318848
	Iteration 46Q: 3 clusters Score -5692908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5692925.500000 Penalty: 3561.318848
	Iteration 47Q: 3 clusters Score -5692926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5692941.500000 Penalty: 3561.318848
	Iteration 48Q: 3 clusters Score -5692942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5692947.500000 Penalty: 3561.318848
	Iteration 49Q: 3 clusters Score -5692948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5692968.000000 Penalty: 3561.318848
	Iteration 50Q: 3 clusters Score -5692968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5692969.000000 Penalty: 3561.318848
	Iteration 51Q: 3 clusters Score -5692969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5692969.000000 Penalty: 3561.318848
	Iteration 52Q: 3 clusters Score -5692969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5692983.000000 Penalty: 3561.318848
	Iteration 53Q: 3 clusters Score -5692983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5692987.000000 Penalty: 3561.318848
	Iteration 54Q: 3 clusters Score -5692987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5692997.500000 Penalty: 3561.318848
	Iteration 55Q: 3 clusters Score -5692998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5693011.000000 Penalty: 3561.318848
	Iteration 56Q: 3 clusters Score -5693011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5693006.000000 Penalty: 3561.318848
	Iteration 57Q: 3 clusters Score -5693006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5693004.500000 Penalty: 3561.318848
	Iteration 58Q: 3 clusters Score -5693004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5693008.000000 Penalty: 3561.318848
	Iteration 59Q: 3 clusters Score -5693008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5693012.000000 Penalty: 3561.318848
	Iteration 60F: 3 clusters Score -5693012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5693010.500000 Penalty: 3561.318848
	Iteration 61Q: 3 clusters Score -5693010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5693011.500000 Penalty: 3561.318848
	Iteration 62Q: 3 clusters Score -5693012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5693014.500000 Penalty: 3561.318848
	Iteration 63Q: 3 clusters Score -5693014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5693014.500000 Penalty: 3561.318848
	Iteration 64Q: 3 clusters Score -5693014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5693015.000000 Penalty: 3561.318848
	Iteration 65Q: 3 clusters Score -5693015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5693015.500000 Penalty: 3561.318848
	Iteration 66Q: 3 clusters Score -5693016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5693019.500000 Penalty: 3561.318848
	Iteration 67Q: 3 clusters Score -5693020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5693023.000000 Penalty: 3561.318848
	Iteration 68Q: 3 clusters Score -5693023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5693026.000000 Penalty: 3561.318848
	Iteration 69Q: 3 clusters Score -5693026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5693024.500000 Penalty: 3561.318848
	Iteration 70Q: 3 clusters Score -5693024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5693023.000000 Penalty: 3561.318848
	Iteration 71Q: 3 clusters Score -5693023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5693022.000000 Penalty: 3561.318848
	Iteration 72Q: 3 clusters Score -5693022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5693020.500000 Penalty: 3561.318848
	Iteration 73Q: 3 clusters Score -5693020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5693020.500000 Penalty: 3561.318848
	Iteration 74Q: 3 clusters Score -5693020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5693026.000000 Penalty: 3561.318848
	Iteration 75Q: 3 clusters Score -5693026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5693026.000000 Penalty: 3561.318848
	Iteration 76Q: 3 clusters Score -5693026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5693025.000000 Penalty: 3561.318848
	Iteration 77Q: 3 clusters Score -5693025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5693024.000000 Penalty: 3561.318848
	Iteration 78Q: 3 clusters Score -5693024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5693024.000000 Penalty: 3561.318848
	Iteration 79Q: 3 clusters Score -5693024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5693022.500000 Penalty: 3561.318848
	Iteration 80F: 3 clusters Score -5693022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5693025.500000 Penalty: 3561.318848
	Iteration 81Q: 3 clusters Score -5693026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5693029.500000 Penalty: 3561.318848
	Iteration 82Q: 3 clusters Score -5693030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5693022.000000 Penalty: 3561.318848
	Iteration 83Q: 3 clusters Score -5693022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5693023.500000 Penalty: 3561.318848
	Iteration 84Q: 3 clusters Score -5693024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5693030.000000 Penalty: 3561.318848
	Iteration 85Q: 3 clusters Score -5693030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5693030.000000 Penalty: 3561.318848
	Iteration 86F: 3 clusters Score -5693030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Entering Unmasked Estep 
Score: -2930708.500000 Penalty: 1666.224121
	Iteration 0F: 2 clusters Score -2930708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2911519.250000 Penalty: 3332.448242
	Iteration 0F: 3 clusters Score -2911519 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2918711.750000 Penalty: 3332.448242
	Iteration 1F: 3 clusters Score -2918712 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2919000.000000 Penalty: 3332.448242
	Iteration 2Q: 3 clusters Score -2919000 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2919276.250000 Penalty: 3332.448242
	Iteration 3Q: 3 clusters Score -2919276 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2919516.250000 Penalty: 3332.448242
	Iteration 4Q: 3 clusters Score -2919516 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2919755.250000 Penalty: 3332.448242
	Iteration 5Q: 3 clusters Score -2919755 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2919992.000000 Penalty: 3332.448242
	Iteration 6Q: 3 clusters Score -2919992 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2920282.250000 Penalty: 3332.448242
	Iteration 7Q: 3 clusters Score -2920282 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2920563.500000 Penalty: 3332.448242
	Iteration 8Q: 3 clusters Score -2920564 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2920905.500000 Penalty: 3332.448242
	Iteration 9Q: 3 clusters Score -2920906 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2921284.000000 Penalty: 3332.448242
	Iteration 10Q: 3 clusters Score -2921284 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2921715.250000 Penalty: 3332.448242
	Iteration 11Q: 3 clusters Score -2921715 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2922290.750000 Penalty: 3332.448242
	Iteration 12Q: 3 clusters Score -2922291 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2922989.000000 Penalty: 3332.448242
	Iteration 13Q: 3 clusters Score -2922989 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2923891.000000 Penalty: 3332.448242
	Iteration 14Q: 3 clusters Score -2923891 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2924675.500000 Penalty: 3332.448242
	Iteration 15Q: 3 clusters Score -2924676 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2925169.250000 Penalty: 3332.448242
	Iteration 16Q: 3 clusters Score -2925169 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2925418.250000 Penalty: 3332.448242
	Iteration 17Q: 3 clusters Score -2925418 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2925569.000000 Penalty: 3332.448242
	Iteration 18Q: 3 clusters Score -2925569 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2925673.000000 Penalty: 3332.448242
	Iteration 19Q: 3 clusters Score -2925673 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2925761.000000 Penalty: 3332.448242
	Iteration 20F: 3 clusters Score -2925761 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2925852.500000 Penalty: 3332.448242
	Iteration 21Q: 3 clusters Score -2925852 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2925941.500000 Penalty: 3332.448242
	Iteration 22Q: 3 clusters Score -2925942 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2926020.500000 Penalty: 3332.448242
	Iteration 23Q: 3 clusters Score -2926020 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2926103.250000 Penalty: 3332.448242
	Iteration 24Q: 3 clusters Score -2926103 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2926185.500000 Penalty: 3332.448242
	Iteration 25Q: 3 clusters Score -2926186 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2926252.000000 Penalty: 3332.448242
	Iteration 26Q: 3 clusters Score -2926252 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2926330.000000 Penalty: 3332.448242
	Iteration 27Q: 3 clusters Score -2926330 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2926410.750000 Penalty: 3332.448242
	Iteration 28Q: 3 clusters Score -2926411 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2926489.250000 Penalty: 3332.448242
	Iteration 29Q: 3 clusters Score -2926489 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2926548.750000 Penalty: 3332.448242
	Iteration 30Q: 3 clusters Score -2926549 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2926630.750000 Penalty: 3332.448242
	Iteration 31Q: 3 clusters Score -2926631 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2926715.250000 Penalty: 3332.448242
	Iteration 32Q: 3 clusters Score -2926715 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2926798.500000 Penalty: 3332.448242
	Iteration 33Q: 3 clusters Score -2926798 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2926877.500000 Penalty: 3332.448242
	Iteration 34Q: 3 clusters Score -2926878 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2926962.500000 Penalty: 3332.448242
	Iteration 35Q: 3 clusters Score -2926962 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2927053.250000 Penalty: 3332.448242
	Iteration 36Q: 3 clusters Score -2927053 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2927133.000000 Penalty: 3332.448242
	Iteration 37Q: 3 clusters Score -2927133 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2927208.750000 Penalty: 3332.448242
	Iteration 38Q: 3 clusters Score -2927209 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2927293.000000 Penalty: 3332.448242
	Iteration 39Q: 3 clusters Score -2927293 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2927385.000000 Penalty: 3332.448242
	Iteration 40F: 3 clusters Score -2927385 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2927484.500000 Penalty: 3332.448242
	Iteration 41Q: 3 clusters Score -2927484 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2927570.750000 Penalty: 3332.448242
	Iteration 42Q: 3 clusters Score -2927571 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2927651.250000 Penalty: 3332.448242
	Iteration 43Q: 3 clusters Score -2927651 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2927740.000000 Penalty: 3332.448242
	Iteration 44Q: 3 clusters Score -2927740 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2927815.750000 Penalty: 3332.448242
	Iteration 45Q: 3 clusters Score -2927816 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2927883.500000 Penalty: 3332.448242
	Iteration 46Q: 3 clusters Score -2927884 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2927945.500000 Penalty: 3332.448242
	Iteration 47Q: 3 clusters Score -2927946 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2928014.750000 Penalty: 3332.448242
	Iteration 48Q: 3 clusters Score -2928015 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2928090.000000 Penalty: 3332.448242
	Iteration 49Q: 3 clusters Score -2928090 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2928166.750000 Penalty: 3332.448242
	Iteration 50Q: 3 clusters Score -2928167 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -2928255.000000 Penalty: 3332.448242
	Iteration 51Q: 3 clusters Score -2928255 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2928330.250000 Penalty: 3332.448242
	Iteration 52Q: 3 clusters Score -2928330 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -2928412.500000 Penalty: 3332.448242
	Iteration 53Q: 3 clusters Score -2928412 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -2928483.750000 Penalty: 3332.448242
	Iteration 54Q: 3 clusters Score -2928484 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2928573.750000 Penalty: 3332.448242
	Iteration 55Q: 3 clusters Score -2928574 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -2928614.250000 Penalty: 3332.448242
	Iteration 56Q: 3 clusters Score -2928614 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -2928653.500000 Penalty: 3332.448242
	Iteration 57Q: 3 clusters Score -2928654 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2928690.500000 Penalty: 3332.448242
	Iteration 58Q: 3 clusters Score -2928690 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -2928744.000000 Penalty: 3332.448242
	Iteration 59Q: 3 clusters Score -2928744 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -2928793.500000 Penalty: 3332.448242
	Iteration 60F: 3 clusters Score -2928794 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -2928844.750000 Penalty: 3332.448242
	Iteration 61Q: 3 clusters Score -2928845 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -2928888.250000 Penalty: 3332.448242
	Iteration 62Q: 3 clusters Score -2928888 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -2928935.000000 Penalty: 3332.448242
	Iteration 63Q: 3 clusters Score -2928935 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -2928972.250000 Penalty: 3332.448242
	Iteration 64Q: 3 clusters Score -2928972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -2929011.000000 Penalty: 3332.448242
	Iteration 65Q: 3 clusters Score -2929011 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -2929049.750000 Penalty: 3332.448242
	Iteration 66Q: 3 clusters Score -2929050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -2929082.250000 Penalty: 3332.448242
	Iteration 67Q: 3 clusters Score -2929082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -2929116.750000 Penalty: 3332.448242
	Iteration 68Q: 3 clusters Score -2929117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -2929142.000000 Penalty: 3332.448242
	Iteration 69Q: 3 clusters Score -2929142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -2929162.500000 Penalty: 3332.448242
	Iteration 70Q: 3 clusters Score -2929162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -2929195.250000 Penalty: 3332.448242
	Iteration 71Q: 3 clusters Score -2929195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -2929220.750000 Penalty: 3332.448242
	Iteration 72Q: 3 clusters Score -2929221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -2929239.000000 Penalty: 3332.448242
	Iteration 73Q: 3 clusters Score -2929239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -2929254.000000 Penalty: 3332.448242
	Iteration 74Q: 3 clusters Score -2929254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -2929267.500000 Penalty: 3332.448242
	Iteration 75Q: 3 clusters Score -2929268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -2929279.250000 Penalty: 3332.448242
	Iteration 76Q: 3 clusters Score -2929279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -2929294.500000 Penalty: 3332.448242
	Iteration 77Q: 3 clusters Score -2929294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -2929306.000000 Penalty: 3332.448242
	Iteration 78Q: 3 clusters Score -2929306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2929308.750000 Penalty: 3332.448242
	Iteration 79Q: 3 clusters Score -2929309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -2929307.250000 Penalty: 3332.448242
	Iteration 80F: 3 clusters Score -2929307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -2929310.500000 Penalty: 3332.448242
	Iteration 81Q: 3 clusters Score -2929310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -2929313.000000 Penalty: 3332.448242
	Iteration 82Q: 3 clusters Score -2929313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -2929314.000000 Penalty: 3332.448242
	Iteration 83Q: 3 clusters Score -2929314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -2929311.750000 Penalty: 3332.448242
	Iteration 84Q: 3 clusters Score -2929312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2929311.500000 Penalty: 3332.448242
	Iteration 85Q: 3 clusters Score -2929312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -2929314.750000 Penalty: 3332.448242
	Iteration 86Q: 3 clusters Score -2929315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -2929315.750000 Penalty: 3332.448242
	Iteration 87Q: 3 clusters Score -2929316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -2929316.000000 Penalty: 3332.448242
	Iteration 88Q: 3 clusters Score -2929316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -2929317.750000 Penalty: 3332.448242
	Iteration 89Q: 3 clusters Score -2929318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -2929317.750000 Penalty: 3332.448242
	Iteration 90F: 3 clusters Score -2929318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -200035.437500 Penalty: 1239.396851
	Iteration 0F: 2 clusters Score -200035.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -197922.437500 Penalty: 2478.793701
	Iteration 0F: 3 clusters Score -197922.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -198404.281250 Penalty: 2478.793701
	Iteration 1F: 3 clusters Score -198404.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -198567.406250 Penalty: 2478.793701
	Iteration 2F: 3 clusters Score -198567.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -198690.359375 Penalty: 2478.793701
	Iteration 3F: 3 clusters Score -198690.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -198804.968750 Penalty: 2478.793701
	Iteration 4Q: 3 clusters Score -198805 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -198920.625000 Penalty: 2478.793701
	Iteration 5F: 3 clusters Score -198920.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -198992.875000 Penalty: 2478.793701
	Iteration 6Q: 3 clusters Score -198992.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -199036.062500 Penalty: 2478.793701
	Iteration 7Q: 3 clusters Score -199036.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -199064.640625 Penalty: 2478.793701
	Iteration 8Q: 3 clusters Score -199064.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -199093.203125 Penalty: 2478.793701
	Iteration 9Q: 3 clusters Score -199093.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -199109.953125 Penalty: 2478.793701
	Iteration 10Q: 3 clusters Score -199110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -199118.593750 Penalty: 2478.793701
	Iteration 11Q: 3 clusters Score -199118.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -199125.265625 Penalty: 2478.793701
	Iteration 12Q: 3 clusters Score -199125.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -199130.859375 Penalty: 2478.793701
	Iteration 13Q: 3 clusters Score -199130.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -199136.828125 Penalty: 2478.793701
	Iteration 14Q: 3 clusters Score -199136.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -199142.671875 Penalty: 2478.793701
	Iteration 15Q: 3 clusters Score -199142.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -199145.437500 Penalty: 2478.793701
	Iteration 16Q: 3 clusters Score -199145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -199148.578125 Penalty: 2478.793701
	Iteration 17Q: 3 clusters Score -199148.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -199151.968750 Penalty: 2478.793701
	Iteration 18Q: 3 clusters Score -199152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -199154.984375 Penalty: 2478.793701
	Iteration 19Q: 3 clusters Score -199155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -199155.875000 Penalty: 2478.793701
	Iteration 20F: 3 clusters Score -199155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -199157.109375 Penalty: 2478.793701
	Iteration 21Q: 3 clusters Score -199157.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -199157.109375 Penalty: 2478.793701
	Iteration 22F: 3 clusters Score -199157.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Entering Unmasked Estep 
Score: -4976593.000000 Penalty: 1752.710571
	Iteration 0F: 2 clusters Score -4976593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -4944450.000000 Penalty: 3505.421143
	Iteration 0F: 3 clusters Score -4944450 nChanged 22547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4957005.500000 Penalty: 3505.421143
	Iteration 1F: 3 clusters Score -4957006 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -4957708.000000 Penalty: 3505.421143
	Iteration 2Q: 3 clusters Score -4957708 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -4958651.000000 Penalty: 3505.421143
	Iteration 3Q: 3 clusters Score -4958651 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4959958.000000 Penalty: 3505.421143
	Iteration 4F: 3 clusters Score -4959958 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -4961915.000000 Penalty: 3505.421143
	Iteration 5F: 3 clusters Score -4961915 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -4964584.000000 Penalty: 3505.421143
	Iteration 6F: 3 clusters Score -4964584 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -4967802.000000 Penalty: 3505.421143
	Iteration 7F: 3 clusters Score -4967802 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -4970825.000000 Penalty: 3505.421143
	Iteration 8F: 3 clusters Score -4970825 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4972853.500000 Penalty: 3505.421143
	Iteration 9Q: 3 clusters Score -4972854 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4973961.000000 Penalty: 3505.421143
	Iteration 10Q: 3 clusters Score -4973961 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4974499.500000 Penalty: 3505.421143
	Iteration 11Q: 3 clusters Score -4974500 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4974815.500000 Penalty: 3505.421143
	Iteration 12Q: 3 clusters Score -4974816 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4974966.500000 Penalty: 3505.421143
	Iteration 13Q: 3 clusters Score -4974966 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4975059.000000 Penalty: 3505.421143
	Iteration 14Q: 3 clusters Score -4975059 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4975127.500000 Penalty: 3505.421143
	Iteration 15Q: 3 clusters Score -4975128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4975177.000000 Penalty: 3505.421143
	Iteration 16Q: 3 clusters Score -4975177 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4975210.000000 Penalty: 3505.421143
	Iteration 17Q: 3 clusters Score -4975210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4975229.500000 Penalty: 3505.421143
	Iteration 18Q: 3 clusters Score -4975230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4975235.500000 Penalty: 3505.421143
	Iteration 19Q: 3 clusters Score -4975236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4975255.000000 Penalty: 3505.421143
	Iteration 20F: 3 clusters Score -4975255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4975260.500000 Penalty: 3505.421143
	Iteration 21Q: 3 clusters Score -4975260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4975270.500000 Penalty: 3505.421143
	Iteration 22Q: 3 clusters Score -4975270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4975284.500000 Penalty: 3505.421143
	Iteration 23Q: 3 clusters Score -4975284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4975289.500000 Penalty: 3505.421143
	Iteration 24Q: 3 clusters Score -4975290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4975296.000000 Penalty: 3505.421143
	Iteration 25Q: 3 clusters Score -4975296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4975300.500000 Penalty: 3505.421143
	Iteration 26Q: 3 clusters Score -4975300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4975302.500000 Penalty: 3505.421143
	Iteration 27Q: 3 clusters Score -4975302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4975310.000000 Penalty: 3505.421143
	Iteration 28Q: 3 clusters Score -4975310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4975313.500000 Penalty: 3505.421143
	Iteration 29Q: 3 clusters Score -4975314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4975317.000000 Penalty: 3505.421143
	Iteration 30Q: 3 clusters Score -4975317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4975314.000000 Penalty: 3505.421143
	Iteration 31Q: 3 clusters Score -4975314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4975312.000000 Penalty: 3505.421143
	Iteration 32Q: 3 clusters Score -4975312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4975312.000000 Penalty: 3505.421143
	Iteration 33F: 3 clusters Score -4975312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Entering Unmasked Estep 
Score: -285379.437500 Penalty: 1301.899048
	Iteration 0F: 2 clusters Score -285379.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -282625.187500 Penalty: 2603.798096
	Iteration 0F: 3 clusters Score -282625.2 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -283434.125000 Penalty: 2603.798096
	Iteration 1F: 3 clusters Score -283434.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -283722.250000 Penalty: 2603.798096
	Iteration 2F: 3 clusters Score -283722.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -283979.593750 Penalty: 2603.798096
	Iteration 3F: 3 clusters Score -283979.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284206.937500 Penalty: 2603.798096
	Iteration 4F: 3 clusters Score -284206.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -284406.718750 Penalty: 2603.798096
	Iteration 5F: 3 clusters Score -284406.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -284596.156250 Penalty: 2603.798096
	Iteration 6F: 3 clusters Score -284596.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -284739.312500 Penalty: 2603.798096
	Iteration 7Q: 3 clusters Score -284739.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -284854.156250 Penalty: 2603.798096
	Iteration 8Q: 3 clusters Score -284854.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -284957.531250 Penalty: 2603.798096
	Iteration 9Q: 3 clusters Score -284957.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -285048.375000 Penalty: 2603.798096
	Iteration 10Q: 3 clusters Score -285048.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -285090.125000 Penalty: 2603.798096
	Iteration 11Q: 3 clusters Score -285090.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -285114.125000 Penalty: 2603.798096
	Iteration 12Q: 3 clusters Score -285114.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -285125.093750 Penalty: 2603.798096
	Iteration 13Q: 3 clusters Score -285125.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -285132.531250 Penalty: 2603.798096
	Iteration 14Q: 3 clusters Score -285132.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -285137.562500 Penalty: 2603.798096
	Iteration 15Q: 3 clusters Score -285137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -285140.156250 Penalty: 2603.798096
	Iteration 16Q: 3 clusters Score -285140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -285143.031250 Penalty: 2603.798096
	Iteration 17Q: 3 clusters Score -285143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -285147.406250 Penalty: 2603.798096
	Iteration 18Q: 3 clusters Score -285147.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -285148.343750 Penalty: 2603.798096
	Iteration 19Q: 3 clusters Score -285148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -285151.593750 Penalty: 2603.798096
	Iteration 20F: 3 clusters Score -285151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -285155.218750 Penalty: 2603.798096
	Iteration 21Q: 3 clusters Score -285155.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -285162.375000 Penalty: 2603.798096
	Iteration 22Q: 3 clusters Score -285162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -285165.781250 Penalty: 2603.798096
	Iteration 23Q: 3 clusters Score -285165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -285168.187500 Penalty: 2603.798096
	Iteration 24Q: 3 clusters Score -285168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -285171.375000 Penalty: 2603.798096
	Iteration 25Q: 3 clusters Score -285171.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -285176.281250 Penalty: 2603.798096
	Iteration 26Q: 3 clusters Score -285176.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -285183.468750 Penalty: 2603.798096
	Iteration 27Q: 3 clusters Score -285183.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -285186.812500 Penalty: 2603.798096
	Iteration 28Q: 3 clusters Score -285186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -285191.593750 Penalty: 2603.798096
	Iteration 29Q: 3 clusters Score -285191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -285194.218750 Penalty: 2603.798096
	Iteration 30Q: 3 clusters Score -285194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -285195.562500 Penalty: 2603.798096
	Iteration 31Q: 3 clusters Score -285195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -285196.093750 Penalty: 2603.798096
	Iteration 32Q: 3 clusters Score -285196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -285196.625000 Penalty: 2603.798096
	Iteration 33Q: 3 clusters Score -285196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -285197.218750 Penalty: 2603.798096
	Iteration 34Q: 3 clusters Score -285197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -285197.218750 Penalty: 2603.798096
	Iteration 35F: 3 clusters Score -285197.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Entering Unmasked Estep 
Score: -649576.062500 Penalty: 1433.171509
	Iteration 0F: 2 clusters Score -649576.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -644470.687500 Penalty: 2866.343018
	Iteration 0F: 3 clusters Score -644470.7 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -646299.437500 Penalty: 2866.343018
	Iteration 1F: 3 clusters Score -646299.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -646920.187500 Penalty: 2866.343018
	Iteration 2F: 3 clusters Score -646920.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -647633.500000 Penalty: 2866.343018
	Iteration 3F: 3 clusters Score -647633.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -648248.125000 Penalty: 2866.343018
	Iteration 4F: 3 clusters Score -648248.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -648713.625000 Penalty: 2866.343018
	Iteration 5F: 3 clusters Score -648713.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -649047.875000 Penalty: 2866.343018
	Iteration 6F: 3 clusters Score -649047.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -649227.437500 Penalty: 2866.343018
	Iteration 7Q: 3 clusters Score -649227.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -649328.875000 Penalty: 2866.343018
	Iteration 8Q: 3 clusters Score -649328.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -649396.500000 Penalty: 2866.343018
	Iteration 9Q: 3 clusters Score -649396.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -649443.875000 Penalty: 2866.343018
	Iteration 10Q: 3 clusters Score -649443.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -649477.625000 Penalty: 2866.343018
	Iteration 11Q: 3 clusters Score -649477.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -649492.437500 Penalty: 2866.343018
	Iteration 12Q: 3 clusters Score -649492.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -649502.625000 Penalty: 2866.343018
	Iteration 13Q: 3 clusters Score -649502.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -649512.812500 Penalty: 2866.343018
	Iteration 14Q: 3 clusters Score -649512.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -649524.500000 Penalty: 2866.343018
	Iteration 15Q: 3 clusters Score -649524.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -649532.500000 Penalty: 2866.343018
	Iteration 16Q: 3 clusters Score -649532.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -649539.187500 Penalty: 2866.343018
	Iteration 17Q: 3 clusters Score -649539.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -649545.562500 Penalty: 2866.343018
	Iteration 18Q: 3 clusters Score -649545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -649545.937500 Penalty: 2866.343018
	Iteration 19Q: 3 clusters Score -649545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -649547.937500 Penalty: 2866.343018
	Iteration 20F: 3 clusters Score -649547.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -265592.062500 Penalty: 1278.093018
	Iteration 0F: 2 clusters Score -265592.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -263171.156250 Penalty: 2556.186035
	Iteration 0F: 3 clusters Score -263171.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -263736.531250 Penalty: 2556.186035
	Iteration 1F: 3 clusters Score -263736.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -263878.093750 Penalty: 2556.186035
	Iteration 2F: 3 clusters Score -263878.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -263958.156250 Penalty: 2556.186035
	Iteration 3Q: 3 clusters Score -263958.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -264030.812500 Penalty: 2556.186035
	Iteration 4Q: 3 clusters Score -264030.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -264080.781250 Penalty: 2556.186035
	Iteration 5Q: 3 clusters Score -264080.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -264119.031250 Penalty: 2556.186035
	Iteration 6Q: 3 clusters Score -264119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -264156.031250 Penalty: 2556.186035
	Iteration 7Q: 3 clusters Score -264156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -264193.000000 Penalty: 2556.186035
	Iteration 8Q: 3 clusters Score -264193 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -264227.843750 Penalty: 2556.186035
	Iteration 9Q: 3 clusters Score -264227.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -264257.031250 Penalty: 2556.186035
	Iteration 10Q: 3 clusters Score -264257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -264279.093750 Penalty: 2556.186035
	Iteration 11Q: 3 clusters Score -264279.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -264298.937500 Penalty: 2556.186035
	Iteration 12Q: 3 clusters Score -264298.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -264313.968750 Penalty: 2556.186035
	Iteration 13Q: 3 clusters Score -264314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -264325.031250 Penalty: 2556.186035
	Iteration 14Q: 3 clusters Score -264325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -264341.718750 Penalty: 2556.186035
	Iteration 15Q: 3 clusters Score -264341.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -264349.625000 Penalty: 2556.186035
	Iteration 16Q: 3 clusters Score -264349.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -264361.750000 Penalty: 2556.186035
	Iteration 17Q: 3 clusters Score -264361.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -264373.500000 Penalty: 2556.186035
	Iteration 18Q: 3 clusters Score -264373.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -264380.656250 Penalty: 2556.186035
	Iteration 19Q: 3 clusters Score -264380.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -264385.406250 Penalty: 2556.186035
	Iteration 20F: 3 clusters Score -264385.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -264393.812500 Penalty: 2556.186035
	Iteration 21Q: 3 clusters Score -264393.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -264404.250000 Penalty: 2556.186035
	Iteration 22Q: 3 clusters Score -264404.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -264411.937500 Penalty: 2556.186035
	Iteration 23Q: 3 clusters Score -264411.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -264419.750000 Penalty: 2556.186035
	Iteration 24Q: 3 clusters Score -264419.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -264427.531250 Penalty: 2556.186035
	Iteration 25Q: 3 clusters Score -264427.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -264439.156250 Penalty: 2556.186035
	Iteration 26Q: 3 clusters Score -264439.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -264450.000000 Penalty: 2556.186035
	Iteration 27Q: 3 clusters Score -264450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -264457.406250 Penalty: 2556.186035
	Iteration 28Q: 3 clusters Score -264457.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -264467.000000 Penalty: 2556.186035
	Iteration 29Q: 3 clusters Score -264467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -264476.343750 Penalty: 2556.186035
	Iteration 30Q: 3 clusters Score -264476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -264484.156250 Penalty: 2556.186035
	Iteration 31Q: 3 clusters Score -264484.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -264489.812500 Penalty: 2556.186035
	Iteration 32Q: 3 clusters Score -264489.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -264493.531250 Penalty: 2556.186035
	Iteration 33Q: 3 clusters Score -264493.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -264499.718750 Penalty: 2556.186035
	Iteration 34Q: 3 clusters Score -264499.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -264503.875000 Penalty: 2556.186035
	Iteration 35Q: 3 clusters Score -264503.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -264508.093750 Penalty: 2556.186035
	Iteration 36Q: 3 clusters Score -264508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -264510.968750 Penalty: 2556.186035
	Iteration 37Q: 3 clusters Score -264511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -264520.031250 Penalty: 2556.186035
	Iteration 38Q: 3 clusters Score -264520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -264528.250000 Penalty: 2556.186035
	Iteration 39Q: 3 clusters Score -264528.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -264537.625000 Penalty: 2556.186035
	Iteration 40F: 3 clusters Score -264537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -264544.343750 Penalty: 2556.186035
	Iteration 41Q: 3 clusters Score -264544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -264552.906250 Penalty: 2556.186035
	Iteration 42Q: 3 clusters Score -264552.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -264562.031250 Penalty: 2556.186035
	Iteration 43Q: 3 clusters Score -264562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -264565.906250 Penalty: 2556.186035
	Iteration 44Q: 3 clusters Score -264565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -264569.437500 Penalty: 2556.186035
	Iteration 45Q: 3 clusters Score -264569.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -264574.218750 Penalty: 2556.186035
	Iteration 46Q: 3 clusters Score -264574.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -264575.437500 Penalty: 2556.186035
	Iteration 47Q: 3 clusters Score -264575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -264577.312500 Penalty: 2556.186035
	Iteration 48Q: 3 clusters Score -264577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -264578.906250 Penalty: 2556.186035
	Iteration 49Q: 3 clusters Score -264578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -264583.406250 Penalty: 2556.186035
	Iteration 50Q: 3 clusters Score -264583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -264586.031250 Penalty: 2556.186035
	Iteration 51Q: 3 clusters Score -264586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -264588.593750 Penalty: 2556.186035
	Iteration 52Q: 3 clusters Score -264588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -264591.156250 Penalty: 2556.186035
	Iteration 53Q: 3 clusters Score -264591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -264592.062500 Penalty: 2556.186035
	Iteration 54Q: 3 clusters Score -264592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -264593.437500 Penalty: 2556.186035
	Iteration 55Q: 3 clusters Score -264593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -264593.875000 Penalty: 2556.186035
	Iteration 56Q: 3 clusters Score -264593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -264593.875000 Penalty: 2556.186035
	Iteration 57F: 3 clusters Score -264593.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Entering Unmasked Estep 
Score: -3660704.750000 Penalty: 1702.453979
	Iteration 0F: 2 clusters Score -3660705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3636741.500000 Penalty: 3404.907959
	Iteration 0F: 3 clusters Score -3636742 nChanged 16525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3645869.000000 Penalty: 3404.907959
	Iteration 1F: 3 clusters Score -3645869 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3646249.750000 Penalty: 3404.907959
	Iteration 2Q: 3 clusters Score -3646250 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3646634.250000 Penalty: 3404.907959
	Iteration 3Q: 3 clusters Score -3646634 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3647030.750000 Penalty: 3404.907959
	Iteration 4Q: 3 clusters Score -3647031 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3647485.750000 Penalty: 3404.907959
	Iteration 5Q: 3 clusters Score -3647486 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3647991.500000 Penalty: 3404.907959
	Iteration 6Q: 3 clusters Score -3647992 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3648589.000000 Penalty: 3404.907959
	Iteration 7Q: 3 clusters Score -3648589 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3649415.250000 Penalty: 3404.907959
	Iteration 8Q: 3 clusters Score -3649415 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3650497.500000 Penalty: 3404.907959
	Iteration 9F: 3 clusters Score -3650498 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3651953.250000 Penalty: 3404.907959
	Iteration 10F: 3 clusters Score -3651953 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3653630.750000 Penalty: 3404.907959
	Iteration 11F: 3 clusters Score -3653631 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3655230.750000 Penalty: 3404.907959
	Iteration 12F: 3 clusters Score -3655231 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3656564.000000 Penalty: 3404.907959
	Iteration 13Q: 3 clusters Score -3656564 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3657653.000000 Penalty: 3404.907959
	Iteration 14Q: 3 clusters Score -3657653 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3658364.250000 Penalty: 3404.907959
	Iteration 15Q: 3 clusters Score -3658364 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3658776.250000 Penalty: 3404.907959
	Iteration 16Q: 3 clusters Score -3658776 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3658988.750000 Penalty: 3404.907959
	Iteration 17Q: 3 clusters Score -3658989 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3659089.750000 Penalty: 3404.907959
	Iteration 18Q: 3 clusters Score -3659090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3659155.250000 Penalty: 3404.907959
	Iteration 19Q: 3 clusters Score -3659155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3659193.500000 Penalty: 3404.907959
	Iteration 20F: 3 clusters Score -3659194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3659209.000000 Penalty: 3404.907959
	Iteration 21Q: 3 clusters Score -3659209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3659234.250000 Penalty: 3404.907959
	Iteration 22Q: 3 clusters Score -3659234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3659244.500000 Penalty: 3404.907959
	Iteration 23Q: 3 clusters Score -3659244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3659250.250000 Penalty: 3404.907959
	Iteration 24Q: 3 clusters Score -3659250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3659249.250000 Penalty: 3404.907959
	Iteration 25Q: 3 clusters Score -3659249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3659247.750000 Penalty: 3404.907959
	Iteration 26Q: 3 clusters Score -3659248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3659250.250000 Penalty: 3404.907959
	Iteration 27Q: 3 clusters Score -3659250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3659254.000000 Penalty: 3404.907959
	Iteration 28Q: 3 clusters Score -3659254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3659254.000000 Penalty: 3404.907959
	Iteration 29F: 3 clusters Score -3659254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (160678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160678 members 
Entering Unmasked Estep 
Score: -16377111.000000 Penalty: 1947.913086
	Iteration 0F: 2 clusters Score -1.637711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -16269623.000000 Penalty: 3895.826172
	Iteration 0F: 3 clusters Score -1.626962e+07 nChanged 77593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -16316555.000000 Penalty: 3895.826172
	Iteration 1F: 3 clusters Score -1.631656e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94628 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -16319305.000000 Penalty: 3895.826172
	Iteration 2Q: 3 clusters Score -1.63193e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102717 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -16324179.000000 Penalty: 3895.826172
	Iteration 3F: 3 clusters Score -1.632418e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -16332525.000000 Penalty: 3895.826172
	Iteration 4F: 3 clusters Score -1.633252e+07 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126998 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -16344642.000000 Penalty: 3895.826172
	Iteration 5F: 3 clusters Score -1.634464e+07 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139733 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -16357265.000000 Penalty: 3895.826172
	Iteration 6F: 3 clusters Score -1.635726e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149061 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -16366333.000000 Penalty: 3895.826172
	Iteration 7F: 3 clusters Score -1.636633e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154292 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -16371312.000000 Penalty: 3895.826172
	Iteration 8Q: 3 clusters Score -1.637131e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156781 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -16373455.000000 Penalty: 3895.826172
	Iteration 9Q: 3 clusters Score -1.637346e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157929 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -16374476.000000 Penalty: 3895.826172
	Iteration 10Q: 3 clusters Score -1.637448e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158501 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -16375008.000000 Penalty: 3895.826172
	Iteration 11Q: 3 clusters Score -1.637501e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158775 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -16375233.000000 Penalty: 3895.826172
	Iteration 12Q: 3 clusters Score -1.637523e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158923 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -16375395.000000 Penalty: 3895.826172
	Iteration 13Q: 3 clusters Score -1.63754e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159025 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -16375514.000000 Penalty: 3895.826172
	Iteration 14Q: 3 clusters Score -1.637551e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159084 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -16375585.000000 Penalty: 3895.826172
	Iteration 15Q: 3 clusters Score -1.637558e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159119 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -16375611.000000 Penalty: 3895.826172
	Iteration 16Q: 3 clusters Score -1.637561e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159141 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -16375655.000000 Penalty: 3895.826172
	Iteration 17Q: 3 clusters Score -1.637566e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159154 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -16375696.000000 Penalty: 3895.826172
	Iteration 18Q: 3 clusters Score -1.63757e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159168 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -16375740.000000 Penalty: 3895.826172
	Iteration 19Q: 3 clusters Score -1.637574e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159191 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -16375770.000000 Penalty: 3895.826172
	Iteration 20F: 3 clusters Score -1.637577e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159213 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -16375813.000000 Penalty: 3895.826172
	Iteration 21Q: 3 clusters Score -1.637581e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16375810.000000 Penalty: 3895.826172
	Iteration 22Q: 3 clusters Score -1.637581e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159252 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16375846.000000 Penalty: 3895.826172
	Iteration 23Q: 3 clusters Score -1.637585e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159276 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -16375859.000000 Penalty: 3895.826172
	Iteration 24Q: 3 clusters Score -1.637586e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159282 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -16375875.000000 Penalty: 3895.826172
	Iteration 25Q: 3 clusters Score -1.637588e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159286 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -16375893.000000 Penalty: 3895.826172
	Iteration 26Q: 3 clusters Score -1.637589e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159274 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -16375894.000000 Penalty: 3895.826172
	Iteration 27Q: 3 clusters Score -1.637589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159264 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -16375908.000000 Penalty: 3895.826172
	Iteration 28Q: 3 clusters Score -1.637591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159257 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16375907.000000 Penalty: 3895.826172
	Iteration 29Q: 3 clusters Score -1.637591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159256 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16375923.000000 Penalty: 3895.826172
	Iteration 30Q: 3 clusters Score -1.637592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159253 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -16375920.000000 Penalty: 3895.826172
	Iteration 31Q: 3 clusters Score -1.637592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159253 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -16375910.000000 Penalty: 3895.826172
	Iteration 32Q: 3 clusters Score -1.637591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159250 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -16375915.000000 Penalty: 3895.826172
	Iteration 33Q: 3 clusters Score -1.637592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159251 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16375913.000000 Penalty: 3895.826172
	Iteration 34Q: 3 clusters Score -1.637591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159250 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -16375914.000000 Penalty: 3895.826172
	Iteration 35Q: 3 clusters Score -1.637591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16375921.000000 Penalty: 3895.826172
	Iteration 36Q: 3 clusters Score -1.637592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159247 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16375918.000000 Penalty: 3895.826172
	Iteration 37Q: 3 clusters Score -1.637592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16375923.000000 Penalty: 3895.826172
	Iteration 38Q: 3 clusters Score -1.637592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16375923.000000 Penalty: 3895.826172
	Iteration 39F: 3 clusters Score -1.637592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (329430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329430 members 
Entering Unmasked Estep 
Score: -33434212.000000 Penalty: 2064.581787
	Iteration 0F: 2 clusters Score -3.343421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164804 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -33226770.000000 Penalty: 4129.163574
	Iteration 0F: 3 clusters Score -3.322677e+07 nChanged 160576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169436 members 
Mstep: Class 2 contains 159994 members 
Entering Unmasked Estep 
Score: -33321328.000000 Penalty: 4129.163574
	Iteration 1F: 3 clusters Score -3.332133e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -33322536.000000 Penalty: 4129.163574
	Iteration 2Q: 3 clusters Score -3.332254e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180148 members 
Mstep: Class 2 contains 149282 members 
Entering Unmasked Estep 
Score: -33323812.000000 Penalty: 4129.163574
	Iteration 3Q: 3 clusters Score -3.332381e+07 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190418 members 
Mstep: Class 2 contains 139012 members 
Entering Unmasked Estep 
Score: -33326926.000000 Penalty: 4129.163574
	Iteration 4Q: 3 clusters Score -3.332693e+07 nChanged 16713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206463 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -33333170.000000 Penalty: 4129.163574
	Iteration 5F: 3 clusters Score -3.333317e+07 nChanged 23164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229307 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -33345466.000000 Penalty: 4129.163574
	Iteration 6F: 3 clusters Score -3.334547e+07 nChanged 29298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258459 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -33366536.000000 Penalty: 4129.163574
	Iteration 7F: 3 clusters Score -3.336654e+07 nChanged 29742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288131 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -33394830.000000 Penalty: 4129.163574
	Iteration 8F: 3 clusters Score -3.339483e+07 nChanged 23308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311435 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -33421534.000000 Penalty: 4129.163574
	Iteration 9F: 3 clusters Score -3.342153e+07 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324468 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -33430526.000000 Penalty: 4129.163574
	Iteration 10Q: 3 clusters Score -3.343053e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328515 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -33431912.000000 Penalty: 4129.163574
	Iteration 11Q: 3 clusters Score -3.343191e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33432246.000000 Penalty: 4129.163574
	Iteration 12Q: 3 clusters Score -3.343225e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329301 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33432304.000000 Penalty: 4129.163574
	Iteration 13Q: 3 clusters Score -3.34323e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329308 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33432344.000000 Penalty: 4129.163574
	Iteration 14Q: 3 clusters Score -3.343234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329310 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33432376.000000 Penalty: 4129.163574
	Iteration 15Q: 3 clusters Score -3.343238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329311 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33432376.000000 Penalty: 4129.163574
	Iteration 16Q: 3 clusters Score -3.343238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329312 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33432380.000000 Penalty: 4129.163574
	Iteration 17Q: 3 clusters Score -3.343238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329311 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33432382.000000 Penalty: 4129.163574
	Iteration 18Q: 3 clusters Score -3.343238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329311 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33432382.000000 Penalty: 4129.163574
	Iteration 19F: 3 clusters Score -3.343238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Entering Unmasked Estep 
Score: -5003117.000000 Penalty: 1753.032959
	Iteration 0F: 2 clusters Score -5003117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4970815.000000 Penalty: 3506.065918
	Iteration 0F: 3 clusters Score -4970815 nChanged 22640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -4983573.000000 Penalty: 3506.065918
	Iteration 1F: 3 clusters Score -4983573 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -4984077.500000 Penalty: 3506.065918
	Iteration 2Q: 3 clusters Score -4984078 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4984693.000000 Penalty: 3506.065918
	Iteration 3Q: 3 clusters Score -4984693 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4985545.500000 Penalty: 3506.065918
	Iteration 4Q: 3 clusters Score -4985546 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -4986911.500000 Penalty: 3506.065918
	Iteration 5F: 3 clusters Score -4986912 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4989063.500000 Penalty: 3506.065918
	Iteration 6F: 3 clusters Score -4989064 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -4992359.500000 Penalty: 3506.065918
	Iteration 7F: 3 clusters Score -4992360 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -4996085.000000 Penalty: 3506.065918
	Iteration 8F: 3 clusters Score -4996085 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4999078.500000 Penalty: 3506.065918
	Iteration 9F: 3 clusters Score -4999078 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5000682.000000 Penalty: 3506.065918
	Iteration 10Q: 3 clusters Score -5000682 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5001275.500000 Penalty: 3506.065918
	Iteration 11Q: 3 clusters Score -5001276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5001439.500000 Penalty: 3506.065918
	Iteration 12Q: 3 clusters Score -5001440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5001500.500000 Penalty: 3506.065918
	Iteration 13Q: 3 clusters Score -5001500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5001530.500000 Penalty: 3506.065918
	Iteration 14Q: 3 clusters Score -5001530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5001550.500000 Penalty: 3506.065918
	Iteration 15Q: 3 clusters Score -5001550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5001562.000000 Penalty: 3506.065918
	Iteration 16Q: 3 clusters Score -5001562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5001574.500000 Penalty: 3506.065918
	Iteration 17Q: 3 clusters Score -5001574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5001579.500000 Penalty: 3506.065918
	Iteration 18Q: 3 clusters Score -5001580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5001578.500000 Penalty: 3506.065918
	Iteration 19Q: 3 clusters Score -5001578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5001584.500000 Penalty: 3506.065918
	Iteration 20F: 3 clusters Score -5001584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5001590.000000 Penalty: 3506.065918
	Iteration 21Q: 3 clusters Score -5001590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5001589.500000 Penalty: 3506.065918
	Iteration 22Q: 3 clusters Score -5001590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5001589.500000 Penalty: 3506.065918
	Iteration 23Q: 3 clusters Score -5001590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5001589.500000 Penalty: 3506.065918
	Iteration 24F: 3 clusters Score -5001590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Entering Unmasked Estep 
Score: -346663.468750 Penalty: 1316.029541
	Iteration 0F: 2 clusters Score -346663.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -343735.000000 Penalty: 2632.059082
	Iteration 0F: 3 clusters Score -343735 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -344449.687500 Penalty: 2632.059082
	Iteration 1F: 3 clusters Score -344449.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -344579.843750 Penalty: 2632.059082
	Iteration 2F: 3 clusters Score -344579.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -344670.093750 Penalty: 2632.059082
	Iteration 3F: 3 clusters Score -344670.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -344744.125000 Penalty: 2632.059082
	Iteration 4Q: 3 clusters Score -344744.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -344798.843750 Penalty: 2632.059082
	Iteration 5Q: 3 clusters Score -344798.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -344835.156250 Penalty: 2632.059082
	Iteration 6Q: 3 clusters Score -344835.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -344861.187500 Penalty: 2632.059082
	Iteration 7Q: 3 clusters Score -344861.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -344877.281250 Penalty: 2632.059082
	Iteration 8Q: 3 clusters Score -344877.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -344892.343750 Penalty: 2632.059082
	Iteration 9Q: 3 clusters Score -344892.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -344907.312500 Penalty: 2632.059082
	Iteration 10Q: 3 clusters Score -344907.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -344919.718750 Penalty: 2632.059082
	Iteration 11Q: 3 clusters Score -344919.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -344928.250000 Penalty: 2632.059082
	Iteration 12Q: 3 clusters Score -344928.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -344936.781250 Penalty: 2632.059082
	Iteration 13Q: 3 clusters Score -344936.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -344943.906250 Penalty: 2632.059082
	Iteration 14Q: 3 clusters Score -344943.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -344950.000000 Penalty: 2632.059082
	Iteration 15Q: 3 clusters Score -344950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -344953.937500 Penalty: 2632.059082
	Iteration 16Q: 3 clusters Score -344953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -344956.187500 Penalty: 2632.059082
	Iteration 17Q: 3 clusters Score -344956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -344958.500000 Penalty: 2632.059082
	Iteration 18Q: 3 clusters Score -344958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -344960.687500 Penalty: 2632.059082
	Iteration 19Q: 3 clusters Score -344960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -344962.093750 Penalty: 2632.059082
	Iteration 20F: 3 clusters Score -344962.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -344963.437500 Penalty: 2632.059082
	Iteration 21Q: 3 clusters Score -344963.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -344966.750000 Penalty: 2632.059082
	Iteration 22Q: 3 clusters Score -344966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -344969.031250 Penalty: 2632.059082
	Iteration 23Q: 3 clusters Score -344969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -344971.375000 Penalty: 2632.059082
	Iteration 24Q: 3 clusters Score -344971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -344973.000000 Penalty: 2632.059082
	Iteration 25Q: 3 clusters Score -344973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -344975.375000 Penalty: 2632.059082
	Iteration 26Q: 3 clusters Score -344975.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -344978.906250 Penalty: 2632.059082
	Iteration 27Q: 3 clusters Score -344978.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -344981.656250 Penalty: 2632.059082
	Iteration 28Q: 3 clusters Score -344981.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -344983.750000 Penalty: 2632.059082
	Iteration 29Q: 3 clusters Score -344983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -344985.062500 Penalty: 2632.059082
	Iteration 30Q: 3 clusters Score -344985.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -344986.125000 Penalty: 2632.059082
	Iteration 31Q: 3 clusters Score -344986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -344986.843750 Penalty: 2632.059082
	Iteration 32Q: 3 clusters Score -344986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -344986.843750 Penalty: 2632.059082
	Iteration 33F: 3 clusters Score -344986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Entering Unmasked Estep 
Score: -8442990.000000 Penalty: 1837.538452
	Iteration 0F: 2 clusters Score -8442990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -8388323.500000 Penalty: 3675.076904
	Iteration 0F: 3 clusters Score -8388324 nChanged 38718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -8411158.000000 Penalty: 3675.076904
	Iteration 1F: 3 clusters Score -8411158 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -8412445.000000 Penalty: 3675.076904
	Iteration 2Q: 3 clusters Score -8412445 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -8414783.000000 Penalty: 3675.076904
	Iteration 3F: 3 clusters Score -8414783 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -8419467.000000 Penalty: 3675.076904
	Iteration 4F: 3 clusters Score -8419467 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -8426673.000000 Penalty: 3675.076904
	Iteration 5F: 3 clusters Score -8426673 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -8433952.000000 Penalty: 3675.076904
	Iteration 6F: 3 clusters Score -8433952 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -8438460.000000 Penalty: 3675.076904
	Iteration 7F: 3 clusters Score -8438460 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8440346.000000 Penalty: 3675.076904
	Iteration 8Q: 3 clusters Score -8440346 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8440948.000000 Penalty: 3675.076904
	Iteration 9Q: 3 clusters Score -8440948 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8441140.000000 Penalty: 3675.076904
	Iteration 10Q: 3 clusters Score -8441140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8441213.000000 Penalty: 3675.076904
	Iteration 11Q: 3 clusters Score -8441213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8441260.000000 Penalty: 3675.076904
	Iteration 12Q: 3 clusters Score -8441260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8441298.000000 Penalty: 3675.076904
	Iteration 13Q: 3 clusters Score -8441298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8441317.000000 Penalty: 3675.076904
	Iteration 14Q: 3 clusters Score -8441317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8441320.000000 Penalty: 3675.076904
	Iteration 15Q: 3 clusters Score -8441320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81271 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8441323.000000 Penalty: 3675.076904
	Iteration 16Q: 3 clusters Score -8441323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8441344.000000 Penalty: 3675.076904
	Iteration 17Q: 3 clusters Score -8441344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8441360.000000 Penalty: 3675.076904
	Iteration 18Q: 3 clusters Score -8441360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8441373.000000 Penalty: 3675.076904
	Iteration 19Q: 3 clusters Score -8441373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8441372.000000 Penalty: 3675.076904
	Iteration 20F: 3 clusters Score -8441372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8441379.000000 Penalty: 3675.076904
	Iteration 21Q: 3 clusters Score -8441379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8441383.000000 Penalty: 3675.076904
	Iteration 22Q: 3 clusters Score -8441383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8441384.000000 Penalty: 3675.076904
	Iteration 23Q: 3 clusters Score -8441384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8441390.000000 Penalty: 3675.076904
	Iteration 24Q: 3 clusters Score -8441390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8441395.000000 Penalty: 3675.076904
	Iteration 25Q: 3 clusters Score -8441395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8441394.000000 Penalty: 3675.076904
	Iteration 26Q: 3 clusters Score -8441394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8441394.000000 Penalty: 3675.076904
	Iteration 27F: 3 clusters Score -8441394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (66193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Entering Unmasked Estep 
Score: -6836760.500000 Penalty: 1803.803711
	Iteration 0F: 2 clusters Score -6836760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -6792664.500000 Penalty: 3607.607422
	Iteration 0F: 3 clusters Score -6792664 nChanged 31231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -6810953.500000 Penalty: 3607.607422
	Iteration 1F: 3 clusters Score -6810954 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -6812539.500000 Penalty: 3607.607422
	Iteration 2F: 3 clusters Score -6812540 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -6815197.000000 Penalty: 3607.607422
	Iteration 3F: 3 clusters Score -6815197 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -6819325.500000 Penalty: 3607.607422
	Iteration 4F: 3 clusters Score -6819326 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -6824797.000000 Penalty: 3607.607422
	Iteration 5F: 3 clusters Score -6824797 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -6829805.000000 Penalty: 3607.607422
	Iteration 6F: 3 clusters Score -6829805 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -6832737.000000 Penalty: 3607.607422
	Iteration 7Q: 3 clusters Score -6832737 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -6833921.500000 Penalty: 3607.607422
	Iteration 8Q: 3 clusters Score -6833922 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -6834386.500000 Penalty: 3607.607422
	Iteration 9Q: 3 clusters Score -6834386 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -6834621.500000 Penalty: 3607.607422
	Iteration 10Q: 3 clusters Score -6834622 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -6834785.500000 Penalty: 3607.607422
	Iteration 11Q: 3 clusters Score -6834786 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -6834898.500000 Penalty: 3607.607422
	Iteration 12Q: 3 clusters Score -6834898 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -6834987.000000 Penalty: 3607.607422
	Iteration 13Q: 3 clusters Score -6834987 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -6835031.000000 Penalty: 3607.607422
	Iteration 14Q: 3 clusters Score -6835031 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -6835100.000000 Penalty: 3607.607422
	Iteration 15Q: 3 clusters Score -6835100 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -6835160.000000 Penalty: 3607.607422
	Iteration 16Q: 3 clusters Score -6835160 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -6835183.500000 Penalty: 3607.607422
	Iteration 17Q: 3 clusters Score -6835184 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -6835216.500000 Penalty: 3607.607422
	Iteration 18Q: 3 clusters Score -6835216 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -6835250.500000 Penalty: 3607.607422
	Iteration 19Q: 3 clusters Score -6835250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -6835258.500000 Penalty: 3607.607422
	Iteration 20F: 3 clusters Score -6835258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -6835259.500000 Penalty: 3607.607422
	Iteration 21Q: 3 clusters Score -6835260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -6835293.000000 Penalty: 3607.607422
	Iteration 22Q: 3 clusters Score -6835293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -6835306.500000 Penalty: 3607.607422
	Iteration 23Q: 3 clusters Score -6835306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -6835308.500000 Penalty: 3607.607422
	Iteration 24Q: 3 clusters Score -6835308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -6835312.500000 Penalty: 3607.607422
	Iteration 25Q: 3 clusters Score -6835312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -6835316.500000 Penalty: 3607.607422
	Iteration 26Q: 3 clusters Score -6835316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -6835337.000000 Penalty: 3607.607422
	Iteration 27Q: 3 clusters Score -6835337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -6835342.500000 Penalty: 3607.607422
	Iteration 28Q: 3 clusters Score -6835342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -6835348.000000 Penalty: 3607.607422
	Iteration 29Q: 3 clusters Score -6835348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -6835351.000000 Penalty: 3607.607422
	Iteration 30Q: 3 clusters Score -6835351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -6835354.000000 Penalty: 3607.607422
	Iteration 31Q: 3 clusters Score -6835354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -6835361.500000 Penalty: 3607.607422
	Iteration 32Q: 3 clusters Score -6835362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 64956 members 
Entering Unmasked Estep 
Score: -6835368.500000 Penalty: 3607.607422
	Iteration 33Q: 3 clusters Score -6835368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -6835372.500000 Penalty: 3607.607422
	Iteration 34Q: 3 clusters Score -6835372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -6835378.000000 Penalty: 3607.607422
	Iteration 35Q: 3 clusters Score -6835378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -6835372.500000 Penalty: 3607.607422
	Iteration 36Q: 3 clusters Score -6835372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -6835380.000000 Penalty: 3607.607422
	Iteration 37Q: 3 clusters Score -6835380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -6835395.500000 Penalty: 3607.607422
	Iteration 38Q: 3 clusters Score -6835396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -6835393.500000 Penalty: 3607.607422
	Iteration 39Q: 3 clusters Score -6835394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -6835394.500000 Penalty: 3607.607422
	Iteration 40F: 3 clusters Score -6835394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -6835388.500000 Penalty: 3607.607422
	Iteration 41Q: 3 clusters Score -6835388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -6835403.500000 Penalty: 3607.607422
	Iteration 42Q: 3 clusters Score -6835404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -6835406.000000 Penalty: 3607.607422
	Iteration 43Q: 3 clusters Score -6835406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -6835419.500000 Penalty: 3607.607422
	Iteration 44Q: 3 clusters Score -6835420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -6835416.000000 Penalty: 3607.607422
	Iteration 45Q: 3 clusters Score -6835416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -6835409.000000 Penalty: 3607.607422
	Iteration 46Q: 3 clusters Score -6835409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -6835408.500000 Penalty: 3607.607422
	Iteration 47Q: 3 clusters Score -6835408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -6835403.500000 Penalty: 3607.607422
	Iteration 48Q: 3 clusters Score -6835404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -6835406.500000 Penalty: 3607.607422
	Iteration 49Q: 3 clusters Score -6835406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -6835405.500000 Penalty: 3607.607422
	Iteration 50Q: 3 clusters Score -6835406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -6835407.500000 Penalty: 3607.607422
	Iteration 51Q: 3 clusters Score -6835408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -6835413.000000 Penalty: 3607.607422
	Iteration 52Q: 3 clusters Score -6835413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -6835422.500000 Penalty: 3607.607422
	Iteration 53Q: 3 clusters Score -6835422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -6835426.500000 Penalty: 3607.607422
	Iteration 54Q: 3 clusters Score -6835426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -6835424.000000 Penalty: 3607.607422
	Iteration 55Q: 3 clusters Score -6835424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -6835430.000000 Penalty: 3607.607422
	Iteration 56Q: 3 clusters Score -6835430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -6835443.000000 Penalty: 3607.607422
	Iteration 57Q: 3 clusters Score -6835443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -6835440.000000 Penalty: 3607.607422
	Iteration 58Q: 3 clusters Score -6835440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -6835450.000000 Penalty: 3607.607422
	Iteration 59Q: 3 clusters Score -6835450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -6835450.000000 Penalty: 3607.607422
	Iteration 60F: 3 clusters Score -6835450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -6835453.000000 Penalty: 3607.607422
	Iteration 61Q: 3 clusters Score -6835453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -6835447.500000 Penalty: 3607.607422
	Iteration 62Q: 3 clusters Score -6835448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -6835448.000000 Penalty: 3607.607422
	Iteration 63Q: 3 clusters Score -6835448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -6835442.000000 Penalty: 3607.607422
	Iteration 64Q: 3 clusters Score -6835442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -6835442.000000 Penalty: 3607.607422
	Iteration 65F: 3 clusters Score -6835442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Entering Unmasked Estep 
Score: -6970237.500000 Penalty: 1806.445679
	Iteration 0F: 2 clusters Score -6970238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -6925318.500000 Penalty: 3612.891357
	Iteration 0F: 3 clusters Score -6925318 nChanged 31864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -6943256.000000 Penalty: 3612.891357
	Iteration 1F: 3 clusters Score -6943256 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -6943677.500000 Penalty: 3612.891357
	Iteration 2Q: 3 clusters Score -6943678 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -6944267.000000 Penalty: 3612.891357
	Iteration 3Q: 3 clusters Score -6944267 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -6944924.000000 Penalty: 3612.891357
	Iteration 4Q: 3 clusters Score -6944924 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -6945906.000000 Penalty: 3612.891357
	Iteration 5Q: 3 clusters Score -6945906 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -6947593.000000 Penalty: 3612.891357
	Iteration 6Q: 3 clusters Score -6947593 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -6950340.000000 Penalty: 3612.891357
	Iteration 7F: 3 clusters Score -6950340 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -6954199.000000 Penalty: 3612.891357
	Iteration 8F: 3 clusters Score -6954199 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -6958414.000000 Penalty: 3612.891357
	Iteration 9F: 3 clusters Score -6958414 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -6961996.500000 Penalty: 3612.891357
	Iteration 10F: 3 clusters Score -6961996 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -6964651.000000 Penalty: 3612.891357
	Iteration 11Q: 3 clusters Score -6964651 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -6966289.500000 Penalty: 3612.891357
	Iteration 12Q: 3 clusters Score -6966290 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6967225.500000 Penalty: 3612.891357
	Iteration 13Q: 3 clusters Score -6967226 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6967792.500000 Penalty: 3612.891357
	Iteration 14Q: 3 clusters Score -6967792 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6968133.000000 Penalty: 3612.891357
	Iteration 15Q: 3 clusters Score -6968133 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6968339.000000 Penalty: 3612.891357
	Iteration 16Q: 3 clusters Score -6968339 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6968461.500000 Penalty: 3612.891357
	Iteration 17Q: 3 clusters Score -6968462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6968556.000000 Penalty: 3612.891357
	Iteration 18Q: 3 clusters Score -6968556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6968608.000000 Penalty: 3612.891357
	Iteration 19Q: 3 clusters Score -6968608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6968645.000000 Penalty: 3612.891357
	Iteration 20F: 3 clusters Score -6968645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6968669.000000 Penalty: 3612.891357
	Iteration 21Q: 3 clusters Score -6968669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6968667.000000 Penalty: 3612.891357
	Iteration 22Q: 3 clusters Score -6968667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6968673.500000 Penalty: 3612.891357
	Iteration 23Q: 3 clusters Score -6968674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6968687.000000 Penalty: 3612.891357
	Iteration 24Q: 3 clusters Score -6968687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6968697.000000 Penalty: 3612.891357
	Iteration 25Q: 3 clusters Score -6968697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6968698.500000 Penalty: 3612.891357
	Iteration 26Q: 3 clusters Score -6968698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6968705.500000 Penalty: 3612.891357
	Iteration 27Q: 3 clusters Score -6968706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6968703.000000 Penalty: 3612.891357
	Iteration 28Q: 3 clusters Score -6968703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6968706.000000 Penalty: 3612.891357
	Iteration 29Q: 3 clusters Score -6968706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6968704.000000 Penalty: 3612.891357
	Iteration 30Q: 3 clusters Score -6968704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6968701.500000 Penalty: 3612.891357
	Iteration 31Q: 3 clusters Score -6968702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6968706.500000 Penalty: 3612.891357
	Iteration 32Q: 3 clusters Score -6968706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6968713.500000 Penalty: 3612.891357
	Iteration 33Q: 3 clusters Score -6968714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6968718.500000 Penalty: 3612.891357
	Iteration 34Q: 3 clusters Score -6968718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6968716.000000 Penalty: 3612.891357
	Iteration 35Q: 3 clusters Score -6968716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6968716.000000 Penalty: 3612.891357
	Iteration 36F: 3 clusters Score -6968716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 28387 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48335 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 6765 members 
Mstep: Class 8 contains 2605 members 
Mstep: Class 9 contains 35477 members 
Mstep: Class 11 contains 160678 members 
Mstep: Class 12 contains 329430 members 
Mstep: Class 14 contains 48431 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 81465 members 
Mstep: Class 20 contains 66193 members 
Mstep: Class 21 contains 67278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148856.000000 Penalty: 33526.671875
Iteration 319Q: 16 clusters Score -9.414886e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 28401 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48342 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 9 contains 35502 members 
Mstep: Class 11 contains 160526 members 
Mstep: Class 12 contains 329468 members 
Mstep: Class 14 contains 48451 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 20 contains 66221 members 
Mstep: Class 21 contains 67299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148760.000000 Penalty: 33526.671875
Iteration 320F: 16 clusters Score -9.414876e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 28414 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48350 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 35529 members 
Mstep: Class 11 contains 160376 members 
Mstep: Class 12 contains 329513 members 
Mstep: Class 14 contains 48469 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 81499 members 
Mstep: Class 20 contains 66250 members 
Mstep: Class 21 contains 67326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148792.000000 Penalty: 33526.671875
Iteration 321Q: 16 clusters Score -9.414879e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 28435 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48357 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 6765 members 
Mstep: Class 8 contains 2601 members 
Mstep: Class 9 contains 35553 members 
Mstep: Class 11 contains 160227 members 
Mstep: Class 12 contains 329524 members 
Mstep: Class 14 contains 48483 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 81523 members 
Mstep: Class 20 contains 66289 members 
Mstep: Class 21 contains 67362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148864.000000 Penalty: 33526.671875
Iteration 322Q: 16 clusters Score -9.414886e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 28455 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48376 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 2600 members 
Mstep: Class 9 contains 35572 members 
Mstep: Class 11 contains 160079 members 
Mstep: Class 12 contains 329528 members 
Mstep: Class 14 contains 48496 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 81542 members 
Mstep: Class 20 contains 66326 members 
Mstep: Class 21 contains 67404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148792.000000 Penalty: 33526.671875
Iteration 323Q: 16 clusters Score -9.414879e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 28470 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48386 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 9 contains 35593 members 
Mstep: Class 11 contains 159929 members 
Mstep: Class 12 contains 329545 members 
Mstep: Class 14 contains 48514 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 81566 members 
Mstep: Class 20 contains 66359 members 
Mstep: Class 21 contains 67436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148712.000000 Penalty: 33526.671875
Iteration 324Q: 16 clusters Score -9.414871e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 28488 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48396 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 9 contains 35609 members 
Mstep: Class 11 contains 159802 members 
Mstep: Class 12 contains 329546 members 
Mstep: Class 14 contains 48531 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 81588 members 
Mstep: Class 20 contains 66382 members 
Mstep: Class 21 contains 67478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148608.000000 Penalty: 33526.671875
Iteration 325Q: 16 clusters Score -9.414861e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 28503 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 48407 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 9 contains 35617 members 
Mstep: Class 11 contains 159672 members 
Mstep: Class 12 contains 329548 members 
Mstep: Class 14 contains 48551 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 81616 members 
Mstep: Class 20 contains 66412 members 
Mstep: Class 21 contains 67514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148472.000000 Penalty: 33526.671875
Iteration 326Q: 16 clusters Score -9.414847e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 28520 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 48416 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 9 contains 35630 members 
Mstep: Class 11 contains 159559 members 
Mstep: Class 12 contains 329545 members 
Mstep: Class 14 contains 48565 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 81641 members 
Mstep: Class 20 contains 66435 members 
Mstep: Class 21 contains 67542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148552.000000 Penalty: 33526.671875
Iteration 327Q: 16 clusters Score -9.414855e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 48422 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 9 contains 35649 members 
Mstep: Class 11 contains 159440 members 
Mstep: Class 12 contains 329528 members 
Mstep: Class 14 contains 48576 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 81667 members 
Mstep: Class 20 contains 66480 members 
Mstep: Class 21 contains 67574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148512.000000 Penalty: 33526.671875
Iteration 328Q: 16 clusters Score -9.414851e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 28542 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 48419 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 9 contains 35667 members 
Mstep: Class 11 contains 159308 members 
Mstep: Class 12 contains 329541 members 
Mstep: Class 14 contains 48580 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 81689 members 
Mstep: Class 20 contains 66518 members 
Mstep: Class 21 contains 67613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148656.000000 Penalty: 33526.671875
Iteration 329Q: 16 clusters Score -9.414866e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 28554 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 48423 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 6763 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 35683 members 
Mstep: Class 11 contains 159181 members 
Mstep: Class 12 contains 329555 members 
Mstep: Class 14 contains 48589 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 81708 members 
Mstep: Class 20 contains 66556 members 
Mstep: Class 21 contains 67645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148712.000000 Penalty: 33526.671875
Iteration 330Q: 16 clusters Score -9.414871e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 28572 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 48437 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 6760 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 35703 members 
Mstep: Class 11 contains 159039 members 
Mstep: Class 12 contains 329554 members 
Mstep: Class 14 contains 48604 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 81732 members 
Mstep: Class 20 contains 66593 members 
Mstep: Class 21 contains 67678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148632.000000 Penalty: 33526.671875
Iteration 331Q: 16 clusters Score -9.414863e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 28588 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 48455 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 35719 members 
Mstep: Class 11 contains 158884 members 
Mstep: Class 12 contains 329563 members 
Mstep: Class 14 contains 48618 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 81757 members 
Mstep: Class 20 contains 66635 members 
Mstep: Class 21 contains 67705 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 332Q: 16 clusters Score -9.414862e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 28602 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 48474 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 35739 members 
Mstep: Class 11 contains 158703 members 
Mstep: Class 12 contains 329592 members 
Mstep: Class 14 contains 48642 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 81779 members 
Mstep: Class 20 contains 66679 members 
Mstep: Class 21 contains 67733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148616.000000 Penalty: 33526.671875
Iteration 333Q: 16 clusters Score -9.414862e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 28619 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48492 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 35756 members 
Mstep: Class 11 contains 158515 members 
Mstep: Class 12 contains 329627 members 
Mstep: Class 14 contains 48668 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 81803 members 
Mstep: Class 20 contains 66722 members 
Mstep: Class 21 contains 67757 members 
Entering Unmasked Estep 
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Iteration 334Q: 16 clusters Score -9.414871e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 28635 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48511 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 6757 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 35777 members 
Mstep: Class 11 contains 158323 members 
Mstep: Class 12 contains 329643 members 
Mstep: Class 14 contains 48696 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 81830 members 
Mstep: Class 20 contains 66774 members 
Mstep: Class 21 contains 67788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148616.000000 Penalty: 33526.671875
Iteration 335Q: 16 clusters Score -9.414862e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 28654 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 48530 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 6755 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 35805 members 
Mstep: Class 11 contains 158115 members 
Mstep: Class 12 contains 329676 members 
Mstep: Class 14 contains 48712 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 81846 members 
Mstep: Class 20 contains 66820 members 
Mstep: Class 21 contains 67837 members 
Entering Unmasked Estep 
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Iteration 336Q: 16 clusters Score -9.414861e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 28667 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 48551 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 6754 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 35837 members 
Mstep: Class 11 contains 157892 members 
Mstep: Class 12 contains 329715 members 
Mstep: Class 14 contains 48726 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 81867 members 
Mstep: Class 20 contains 66875 members 
Mstep: Class 21 contains 67875 members 
Entering Unmasked Estep 
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Iteration 337Q: 16 clusters Score -9.414842e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 28674 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48572 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 35860 members 
Mstep: Class 11 contains 157650 members 
Mstep: Class 12 contains 329737 members 
Mstep: Class 14 contains 48746 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 81901 members 
Mstep: Class 20 contains 66940 members 
Mstep: Class 21 contains 67931 members 
Entering Unmasked Estep 
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Iteration 338Q: 16 clusters Score -9.414828e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 28677 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48584 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 6750 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 35882 members 
Mstep: Class 11 contains 157418 members 
Mstep: Class 12 contains 329772 members 
Mstep: Class 14 contains 48772 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 81930 members 
Mstep: Class 20 contains 67010 members 
Mstep: Class 21 contains 67982 members 
Entering Unmasked Estep 
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Iteration 339Q: 16 clusters Score -9.414826e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 28682 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48601 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 6747 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 35903 members 
Mstep: Class 11 contains 157179 members 
Mstep: Class 12 contains 329799 members 
Mstep: Class 14 contains 48798 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 81972 members 
Mstep: Class 20 contains 67075 members 
Mstep: Class 21 contains 68027 members 
Entering Unmasked Estep 
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Score: -94148280.000000 Penalty: 33526.671875
Iteration 340F: 16 clusters Score -9.414828e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 28693 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 48622 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 6746 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 35923 members 
Mstep: Class 11 contains 156892 members 
Mstep: Class 12 contains 329846 members 
Mstep: Class 14 contains 48830 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 82030 members 
Mstep: Class 20 contains 67142 members 
Mstep: Class 21 contains 68078 members 
Entering Unmasked Estep 
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Iteration 341Q: 16 clusters Score -9.414821e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 28707 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48646 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 35946 members 
Mstep: Class 11 contains 156593 members 
Mstep: Class 12 contains 329904 members 
Mstep: Class 14 contains 48864 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 82073 members 
Mstep: Class 20 contains 67209 members 
Mstep: Class 21 contains 68130 members 
Entering Unmasked Estep 
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Score: -94148224.000000 Penalty: 33526.671875
Iteration 342Q: 16 clusters Score -9.414822e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 28723 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 48668 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 6738 members 
Mstep: Class 8 contains 2591 members 
Mstep: Class 9 contains 35988 members 
Mstep: Class 11 contains 156255 members 
Mstep: Class 12 contains 329962 members 
Mstep: Class 14 contains 48893 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 82125 members 
Mstep: Class 20 contains 67297 members 
Mstep: Class 21 contains 68181 members 
Entering Unmasked Estep 
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Score: -94148128.000000 Penalty: 33526.671875
Iteration 343Q: 16 clusters Score -9.414813e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 28738 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 48683 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 6732 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 36032 members 
Mstep: Class 11 contains 155916 members 
Mstep: Class 12 contains 330026 members 
Mstep: Class 14 contains 48913 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 82181 members 
Mstep: Class 20 contains 67385 members 
Mstep: Class 21 contains 68239 members 
Entering Unmasked Estep 
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Iteration 344Q: 16 clusters Score -9.414786e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 48712 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 6730 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 36073 members 
Mstep: Class 11 contains 155522 members 
Mstep: Class 12 contains 330075 members 
Mstep: Class 14 contains 48943 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 82247 members 
Mstep: Class 20 contains 67488 members 
Mstep: Class 21 contains 68305 members 
Entering Unmasked Estep 
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Score: -94147904.000000 Penalty: 33526.671875
Iteration 345Q: 16 clusters Score -9.41479e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 28774 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 48733 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 36110 members 
Mstep: Class 11 contains 155126 members 
Mstep: Class 12 contains 330137 members 
Mstep: Class 14 contains 48970 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 82337 members 
Mstep: Class 20 contains 67583 members 
Mstep: Class 21 contains 68381 members 
Entering Unmasked Estep 
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Score: -94147920.000000 Penalty: 33526.671875
Iteration 346Q: 16 clusters Score -9.414792e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 48752 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 6725 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 36154 members 
Mstep: Class 11 contains 154737 members 
Mstep: Class 12 contains 330165 members 
Mstep: Class 14 contains 48995 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 82442 members 
Mstep: Class 20 contains 67679 members 
Mstep: Class 21 contains 68470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148024.000000 Penalty: 33526.671875
Iteration 347Q: 16 clusters Score -9.414802e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 28798 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 48774 members 
Mstep: Class 6 contains 3037 members 
Mstep: Class 7 contains 6722 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 36205 members 
Mstep: Class 11 contains 154310 members 
Mstep: Class 12 contains 330228 members 
Mstep: Class 14 contains 49026 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 82542 members 
Mstep: Class 20 contains 67769 members 
Mstep: Class 21 contains 68548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94148016.000000 Penalty: 33526.671875
Iteration 348Q: 16 clusters Score -9.414802e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 28818 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 48804 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 6717 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 36259 members 
Mstep: Class 11 contains 153836 members 
Mstep: Class 12 contains 330316 members 
Mstep: Class 14 contains 49075 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 82642 members 
Mstep: Class 20 contains 67851 members 
Mstep: Class 21 contains 68633 members 
Entering Unmasked Estep 
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Score: -94147952.000000 Penalty: 33526.671875
Iteration 349Q: 16 clusters Score -9.414795e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 28841 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 48831 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 6712 members 
Mstep: Class 8 contains 2573 members 
Mstep: Class 9 contains 36306 members 
Mstep: Class 11 contains 153361 members 
Mstep: Class 12 contains 330414 members 
Mstep: Class 14 contains 49122 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 82730 members 
Mstep: Class 20 contains 67941 members 
Mstep: Class 21 contains 68724 members 
Entering Unmasked Estep 
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Score: -94148032.000000 Penalty: 33526.671875
Iteration 350Q: 16 clusters Score -9.414803e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 28859 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 48861 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 6710 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 36362 members 
Mstep: Class 11 contains 152903 members 
Mstep: Class 12 contains 330474 members 
Mstep: Class 14 contains 49178 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 82804 members 
Mstep: Class 20 contains 68028 members 
Mstep: Class 21 contains 68826 members 
Entering Unmasked Estep 
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Iteration 351Q: 16 clusters Score -9.414808e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 48899 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 6706 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 36423 members 
Mstep: Class 11 contains 152439 members 
Mstep: Class 12 contains 330537 members 
Mstep: Class 14 contains 49215 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 82867 members 
Mstep: Class 20 contains 68131 members 
Mstep: Class 21 contains 68938 members 
Entering Unmasked Estep 
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Score: -94148048.000000 Penalty: 33526.671875
Iteration 352Q: 16 clusters Score -9.414805e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 28896 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 48920 members 
Mstep: Class 6 contains 3039 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 36484 members 
Mstep: Class 11 contains 151927 members 
Mstep: Class 12 contains 330610 members 
Mstep: Class 14 contains 49268 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 82942 members 
Mstep: Class 20 contains 68238 members 
Mstep: Class 21 contains 69056 members 
Entering Unmasked Estep 
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Score: -94147968.000000 Penalty: 33526.671875
Iteration 353Q: 16 clusters Score -9.414797e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 28927 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 48944 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 36535 members 
Mstep: Class 11 contains 151379 members 
Mstep: Class 12 contains 330716 members 
Mstep: Class 14 contains 49315 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 83021 members 
Mstep: Class 20 contains 68331 members 
Mstep: Class 21 contains 69181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147912.000000 Penalty: 33526.671875
Iteration 354Q: 16 clusters Score -9.414791e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 48970 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 36588 members 
Mstep: Class 11 contains 150816 members 
Mstep: Class 12 contains 330826 members 
Mstep: Class 14 contains 49368 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 83093 members 
Mstep: Class 20 contains 68436 members 
Mstep: Class 21 contains 69327 members 
Entering Unmasked Estep 
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Iteration 355Q: 16 clusters Score -9.414822e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 28988 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 48994 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 36633 members 
Mstep: Class 11 contains 150203 members 
Mstep: Class 12 contains 330955 members 
Mstep: Class 14 contains 49441 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 83174 members 
Mstep: Class 20 contains 68551 members 
Mstep: Class 21 contains 69472 members 
Entering Unmasked Estep 
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Score: -94148064.000000 Penalty: 33526.671875
Iteration 356Q: 16 clusters Score -9.414806e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 29018 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 49011 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 6690 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 36689 members 
Mstep: Class 11 contains 149633 members 
Mstep: Class 12 contains 331044 members 
Mstep: Class 14 contains 49510 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 83248 members 
Mstep: Class 20 contains 68675 members 
Mstep: Class 21 contains 69620 members 
Entering Unmasked Estep 
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Iteration 357Q: 16 clusters Score -9.414799e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 29056 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 49041 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 36754 members 
Mstep: Class 11 contains 149050 members 
Mstep: Class 12 contains 331128 members 
Mstep: Class 14 contains 49578 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 83328 members 
Mstep: Class 20 contains 68796 members 
Mstep: Class 21 contains 69756 members 
Entering Unmasked Estep 
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Iteration 358Q: 16 clusters Score -9.414781e+07 nChanged 1090
Entering ConstructFrom: 
Score: -94147808.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (56636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Entering Unmasked Estep 
Score: -5617107.500000 Penalty: 1778.464966
	Iteration 0F: 2 clusters Score -5617108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5579458.500000 Penalty: 3556.929932
	Iteration 0F: 3 clusters Score -5579458 nChanged 26527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -5594492.500000 Penalty: 3556.929932
	Iteration 1F: 3 clusters Score -5594492 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -5594945.500000 Penalty: 3556.929932
	Iteration 2Q: 3 clusters Score -5594946 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5595533.500000 Penalty: 3556.929932
	Iteration 3Q: 3 clusters Score -5595534 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -5596356.000000 Penalty: 3556.929932
	Iteration 4Q: 3 clusters Score -5596356 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -5597407.000000 Penalty: 3556.929932
	Iteration 5Q: 3 clusters Score -5597407 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5599112.000000 Penalty: 3556.929932
	Iteration 6F: 3 clusters Score -5599112 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5601768.500000 Penalty: 3556.929932
	Iteration 7F: 3 clusters Score -5601768 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -5605123.000000 Penalty: 3556.929932
	Iteration 8F: 3 clusters Score -5605123 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -5609108.000000 Penalty: 3556.929932
	Iteration 9F: 3 clusters Score -5609108 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5612540.000000 Penalty: 3556.929932
	Iteration 10F: 3 clusters Score -5612540 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5614525.500000 Penalty: 3556.929932
	Iteration 11Q: 3 clusters Score -5614526 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5615316.000000 Penalty: 3556.929932
	Iteration 12Q: 3 clusters Score -5615316 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5615606.000000 Penalty: 3556.929932
	Iteration 13Q: 3 clusters Score -5615606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5615791.000000 Penalty: 3556.929932
	Iteration 14Q: 3 clusters Score -5615791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5616010.000000 Penalty: 3556.929932
	Iteration 15Q: 3 clusters Score -5616010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5616203.500000 Penalty: 3556.929932
	Iteration 16Q: 3 clusters Score -5616204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5616327.500000 Penalty: 3556.929932
	Iteration 17Q: 3 clusters Score -5616328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5616376.500000 Penalty: 3556.929932
	Iteration 18Q: 3 clusters Score -5616376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5616401.000000 Penalty: 3556.929932
	Iteration 19Q: 3 clusters Score -5616401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5616423.000000 Penalty: 3556.929932
	Iteration 20F: 3 clusters Score -5616423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5616427.500000 Penalty: 3556.929932
	Iteration 21Q: 3 clusters Score -5616428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5616428.000000 Penalty: 3556.929932
	Iteration 22Q: 3 clusters Score -5616428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5616431.000000 Penalty: 3556.929932
	Iteration 23Q: 3 clusters Score -5616431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5616433.500000 Penalty: 3556.929932
	Iteration 24Q: 3 clusters Score -5616434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5616433.500000 Penalty: 3556.929932
	Iteration 25F: 3 clusters Score -5616434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Entering Unmasked Estep 
Score: -3003098.750000 Penalty: 1670.238403
	Iteration 0F: 2 clusters Score -3003099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2983309.500000 Penalty: 3340.476807
	Iteration 0F: 3 clusters Score -2983310 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2990921.250000 Penalty: 3340.476807
	Iteration 1F: 3 clusters Score -2990921 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2991503.500000 Penalty: 3340.476807
	Iteration 2Q: 3 clusters Score -2991504 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2992265.750000 Penalty: 3340.476807
	Iteration 3F: 3 clusters Score -2992266 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2993431.000000 Penalty: 3340.476807
	Iteration 4F: 3 clusters Score -2993431 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2995033.500000 Penalty: 3340.476807
	Iteration 5F: 3 clusters Score -2995034 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2997031.500000 Penalty: 3340.476807
	Iteration 6F: 3 clusters Score -2997032 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2998896.500000 Penalty: 3340.476807
	Iteration 7F: 3 clusters Score -2998896 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3000131.500000 Penalty: 3340.476807
	Iteration 8Q: 3 clusters Score -3000132 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3000703.000000 Penalty: 3340.476807
	Iteration 9Q: 3 clusters Score -3000703 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3000978.000000 Penalty: 3340.476807
	Iteration 10Q: 3 clusters Score -3000978 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3001106.250000 Penalty: 3340.476807
	Iteration 11Q: 3 clusters Score -3001106 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3001203.000000 Penalty: 3340.476807
	Iteration 12Q: 3 clusters Score -3001203 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3001269.500000 Penalty: 3340.476807
	Iteration 13Q: 3 clusters Score -3001270 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3001296.250000 Penalty: 3340.476807
	Iteration 14Q: 3 clusters Score -3001296 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3001349.750000 Penalty: 3340.476807
	Iteration 15Q: 3 clusters Score -3001350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3001403.500000 Penalty: 3340.476807
	Iteration 16Q: 3 clusters Score -3001404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3001447.250000 Penalty: 3340.476807
	Iteration 17Q: 3 clusters Score -3001447 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3001480.000000 Penalty: 3340.476807
	Iteration 18Q: 3 clusters Score -3001480 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3001522.500000 Penalty: 3340.476807
	Iteration 19Q: 3 clusters Score -3001522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3001562.500000 Penalty: 3340.476807
	Iteration 20F: 3 clusters Score -3001562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3001579.000000 Penalty: 3340.476807
	Iteration 21Q: 3 clusters Score -3001579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3001591.250000 Penalty: 3340.476807
	Iteration 22Q: 3 clusters Score -3001591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3001597.250000 Penalty: 3340.476807
	Iteration 23Q: 3 clusters Score -3001597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3001607.000000 Penalty: 3340.476807
	Iteration 24Q: 3 clusters Score -3001607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3001614.250000 Penalty: 3340.476807
	Iteration 25Q: 3 clusters Score -3001614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3001630.750000 Penalty: 3340.476807
	Iteration 26Q: 3 clusters Score -3001631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3001633.250000 Penalty: 3340.476807
	Iteration 27Q: 3 clusters Score -3001633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3001634.000000 Penalty: 3340.476807
	Iteration 28Q: 3 clusters Score -3001634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3001636.500000 Penalty: 3340.476807
	Iteration 29Q: 3 clusters Score -3001636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3001642.000000 Penalty: 3340.476807
	Iteration 30Q: 3 clusters Score -3001642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3001642.250000 Penalty: 3340.476807
	Iteration 31Q: 3 clusters Score -3001642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3001651.000000 Penalty: 3340.476807
	Iteration 32Q: 3 clusters Score -3001651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3001649.750000 Penalty: 3340.476807
	Iteration 33Q: 3 clusters Score -3001650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3001650.500000 Penalty: 3340.476807
	Iteration 34Q: 3 clusters Score -3001650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3001653.750000 Penalty: 3340.476807
	Iteration 35Q: 3 clusters Score -3001654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3001655.250000 Penalty: 3340.476807
	Iteration 36Q: 3 clusters Score -3001655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3001652.500000 Penalty: 3340.476807
	Iteration 37Q: 3 clusters Score -3001652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3001660.000000 Penalty: 3340.476807
	Iteration 38Q: 3 clusters Score -3001660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3001655.500000 Penalty: 3340.476807
	Iteration 39Q: 3 clusters Score -3001656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3001656.000000 Penalty: 3340.476807
	Iteration 40F: 3 clusters Score -3001656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3001659.250000 Penalty: 3340.476807
	Iteration 41Q: 3 clusters Score -3001659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3001661.750000 Penalty: 3340.476807
	Iteration 42Q: 3 clusters Score -3001662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3001664.250000 Penalty: 3340.476807
	Iteration 43Q: 3 clusters Score -3001664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3001667.750000 Penalty: 3340.476807
	Iteration 44Q: 3 clusters Score -3001668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3001676.250000 Penalty: 3340.476807
	Iteration 45Q: 3 clusters Score -3001676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3001671.750000 Penalty: 3340.476807
	Iteration 46Q: 3 clusters Score -3001672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3001676.750000 Penalty: 3340.476807
	Iteration 47Q: 3 clusters Score -3001677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3001673.000000 Penalty: 3340.476807
	Iteration 48Q: 3 clusters Score -3001673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3001678.500000 Penalty: 3340.476807
	Iteration 49Q: 3 clusters Score -3001678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3001681.000000 Penalty: 3340.476807
	Iteration 50Q: 3 clusters Score -3001681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3001682.500000 Penalty: 3340.476807
	Iteration 51Q: 3 clusters Score -3001682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3001686.000000 Penalty: 3340.476807
	Iteration 52Q: 3 clusters Score -3001686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3001693.250000 Penalty: 3340.476807
	Iteration 53Q: 3 clusters Score -3001693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3001691.250000 Penalty: 3340.476807
	Iteration 54Q: 3 clusters Score -3001691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3001695.750000 Penalty: 3340.476807
	Iteration 55Q: 3 clusters Score -3001696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3001695.250000 Penalty: 3340.476807
	Iteration 56Q: 3 clusters Score -3001695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3001700.750000 Penalty: 3340.476807
	Iteration 57Q: 3 clusters Score -3001701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3001700.000000 Penalty: 3340.476807
	Iteration 58Q: 3 clusters Score -3001700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3001700.250000 Penalty: 3340.476807
	Iteration 59Q: 3 clusters Score -3001700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3001703.000000 Penalty: 3340.476807
	Iteration 60F: 3 clusters Score -3001703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3001701.250000 Penalty: 3340.476807
	Iteration 61Q: 3 clusters Score -3001701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3001701.500000 Penalty: 3340.476807
	Iteration 62Q: 3 clusters Score -3001702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3001703.500000 Penalty: 3340.476807
	Iteration 63Q: 3 clusters Score -3001704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3001703.500000 Penalty: 3340.476807
	Iteration 64F: 3 clusters Score -3001704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -200853.234375 Penalty: 1240.107666
	Iteration 0F: 2 clusters Score -200853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -198718.468750 Penalty: 2480.215332
	Iteration 0F: 3 clusters Score -198718.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -199220.968750 Penalty: 2480.215332
	Iteration 1F: 3 clusters Score -199221 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -199381.046875 Penalty: 2480.215332
	Iteration 2F: 3 clusters Score -199381 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -199524.812500 Penalty: 2480.215332
	Iteration 3F: 3 clusters Score -199524.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -199632.250000 Penalty: 2480.215332
	Iteration 4F: 3 clusters Score -199632.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -199699.015625 Penalty: 2480.215332
	Iteration 5Q: 3 clusters Score -199699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -199749.968750 Penalty: 2480.215332
	Iteration 6Q: 3 clusters Score -199750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -199783.562500 Penalty: 2480.215332
	Iteration 7Q: 3 clusters Score -199783.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -199809.265625 Penalty: 2480.215332
	Iteration 8Q: 3 clusters Score -199809.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -199832.031250 Penalty: 2480.215332
	Iteration 9Q: 3 clusters Score -199832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -199854.062500 Penalty: 2480.215332
	Iteration 10Q: 3 clusters Score -199854.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -199867.031250 Penalty: 2480.215332
	Iteration 11Q: 3 clusters Score -199867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -199883.406250 Penalty: 2480.215332
	Iteration 12Q: 3 clusters Score -199883.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -199898.250000 Penalty: 2480.215332
	Iteration 13Q: 3 clusters Score -199898.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -199907.171875 Penalty: 2480.215332
	Iteration 14Q: 3 clusters Score -199907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -199912.656250 Penalty: 2480.215332
	Iteration 15Q: 3 clusters Score -199912.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -199916.796875 Penalty: 2480.215332
	Iteration 16Q: 3 clusters Score -199916.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -199924.656250 Penalty: 2480.215332
	Iteration 17Q: 3 clusters Score -199924.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -199927.046875 Penalty: 2480.215332
	Iteration 18Q: 3 clusters Score -199927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -199929.015625 Penalty: 2480.215332
	Iteration 19Q: 3 clusters Score -199929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -199930.218750 Penalty: 2480.215332
	Iteration 20F: 3 clusters Score -199930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -199930.312500 Penalty: 2480.215332
	Iteration 21Q: 3 clusters Score -199930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -199930.671875 Penalty: 2480.215332
	Iteration 22Q: 3 clusters Score -199930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -199931.218750 Penalty: 2480.215332
	Iteration 23Q: 3 clusters Score -199931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -199932.437500 Penalty: 2480.215332
	Iteration 24Q: 3 clusters Score -199932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -199934.156250 Penalty: 2480.215332
	Iteration 25Q: 3 clusters Score -199934.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -199935.687500 Penalty: 2480.215332
	Iteration 26Q: 3 clusters Score -199935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -199937.234375 Penalty: 2480.215332
	Iteration 27Q: 3 clusters Score -199937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -199938.890625 Penalty: 2480.215332
	Iteration 28Q: 3 clusters Score -199938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -199941.765625 Penalty: 2480.215332
	Iteration 29Q: 3 clusters Score -199941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -199942.796875 Penalty: 2480.215332
	Iteration 30Q: 3 clusters Score -199942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -199944.109375 Penalty: 2480.215332
	Iteration 31Q: 3 clusters Score -199944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -199945.296875 Penalty: 2480.215332
	Iteration 32Q: 3 clusters Score -199945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -199946.187500 Penalty: 2480.215332
	Iteration 33Q: 3 clusters Score -199946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -199947.453125 Penalty: 2480.215332
	Iteration 34Q: 3 clusters Score -199947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -199947.453125 Penalty: 2480.215332
	Iteration 35F: 3 clusters Score -199947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Entering Unmasked Estep 
Score: -5051373.000000 Penalty: 1755.179688
	Iteration 0F: 2 clusters Score -5051373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -5018470.500000 Penalty: 3510.359375
	Iteration 0F: 3 clusters Score -5018470 nChanged 22987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -5031234.000000 Penalty: 3510.359375
	Iteration 1F: 3 clusters Score -5031234 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -5031773.000000 Penalty: 3510.359375
	Iteration 2Q: 3 clusters Score -5031773 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -5032511.000000 Penalty: 3510.359375
	Iteration 3Q: 3 clusters Score -5032511 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -5033695.000000 Penalty: 3510.359375
	Iteration 4F: 3 clusters Score -5033695 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -5036035.000000 Penalty: 3510.359375
	Iteration 5F: 3 clusters Score -5036035 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -5039672.500000 Penalty: 3510.359375
	Iteration 6F: 3 clusters Score -5039672 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -5043845.000000 Penalty: 3510.359375
	Iteration 7F: 3 clusters Score -5043845 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -5047104.500000 Penalty: 3510.359375
	Iteration 8F: 3 clusters Score -5047104 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -5048822.500000 Penalty: 3510.359375
	Iteration 9Q: 3 clusters Score -5048822 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -5049520.500000 Penalty: 3510.359375
	Iteration 10Q: 3 clusters Score -5049520 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -5049775.500000 Penalty: 3510.359375
	Iteration 11Q: 3 clusters Score -5049776 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -5049914.500000 Penalty: 3510.359375
	Iteration 12Q: 3 clusters Score -5049914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -5049980.500000 Penalty: 3510.359375
	Iteration 13Q: 3 clusters Score -5049980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -5050057.500000 Penalty: 3510.359375
	Iteration 14Q: 3 clusters Score -5050058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -5050099.000000 Penalty: 3510.359375
	Iteration 15Q: 3 clusters Score -5050099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -5050144.000000 Penalty: 3510.359375
	Iteration 16Q: 3 clusters Score -5050144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -5050164.000000 Penalty: 3510.359375
	Iteration 17Q: 3 clusters Score -5050164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -5050174.500000 Penalty: 3510.359375
	Iteration 18Q: 3 clusters Score -5050174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -5050187.000000 Penalty: 3510.359375
	Iteration 19Q: 3 clusters Score -5050187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -5050234.000000 Penalty: 3510.359375
	Iteration 20F: 3 clusters Score -5050234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -5050266.000000 Penalty: 3510.359375
	Iteration 21Q: 3 clusters Score -5050266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -5050271.000000 Penalty: 3510.359375
	Iteration 22Q: 3 clusters Score -5050271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -5050284.000000 Penalty: 3510.359375
	Iteration 23Q: 3 clusters Score -5050284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -5050284.000000 Penalty: 3510.359375
	Iteration 24Q: 3 clusters Score -5050284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -5050286.500000 Penalty: 3510.359375
	Iteration 25Q: 3 clusters Score -5050286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -5050283.500000 Penalty: 3510.359375
	Iteration 26Q: 3 clusters Score -5050284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -5050285.000000 Penalty: 3510.359375
	Iteration 27Q: 3 clusters Score -5050285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -5050286.000000 Penalty: 3510.359375
	Iteration 28Q: 3 clusters Score -5050286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -5050286.000000 Penalty: 3510.359375
	Iteration 29F: 3 clusters Score -5050286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -289115.468750 Penalty: 1303.933716
	Iteration 0F: 2 clusters Score -289115.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -286365.093750 Penalty: 2607.867432
	Iteration 0F: 3 clusters Score -286365.1 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -287138.343750 Penalty: 2607.867432
	Iteration 1F: 3 clusters Score -287138.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -287407.718750 Penalty: 2607.867432
	Iteration 2F: 3 clusters Score -287407.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -287701.062500 Penalty: 2607.867432
	Iteration 3F: 3 clusters Score -287701.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -287984.281250 Penalty: 2607.867432
	Iteration 4F: 3 clusters Score -287984.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -288211.343750 Penalty: 2607.867432
	Iteration 5F: 3 clusters Score -288211.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -288379.562500 Penalty: 2607.867432
	Iteration 6F: 3 clusters Score -288379.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -288485.781250 Penalty: 2607.867432
	Iteration 7Q: 3 clusters Score -288485.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -288599.593750 Penalty: 2607.867432
	Iteration 8Q: 3 clusters Score -288599.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -288707.593750 Penalty: 2607.867432
	Iteration 9Q: 3 clusters Score -288707.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -288766.031250 Penalty: 2607.867432
	Iteration 10Q: 3 clusters Score -288766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -288813.687500 Penalty: 2607.867432
	Iteration 11Q: 3 clusters Score -288813.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -288841.968750 Penalty: 2607.867432
	Iteration 12Q: 3 clusters Score -288842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -288859.093750 Penalty: 2607.867432
	Iteration 13Q: 3 clusters Score -288859.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -288867.593750 Penalty: 2607.867432
	Iteration 14Q: 3 clusters Score -288867.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -288874.562500 Penalty: 2607.867432
	Iteration 15Q: 3 clusters Score -288874.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -288879.437500 Penalty: 2607.867432
	Iteration 16Q: 3 clusters Score -288879.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -288882.031250 Penalty: 2607.867432
	Iteration 17Q: 3 clusters Score -288882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -288884.843750 Penalty: 2607.867432
	Iteration 18Q: 3 clusters Score -288884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -288885.937500 Penalty: 2607.867432
	Iteration 19Q: 3 clusters Score -288885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -288892.687500 Penalty: 2607.867432
	Iteration 20F: 3 clusters Score -288892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -288897.000000 Penalty: 2607.867432
	Iteration 21Q: 3 clusters Score -288897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -288898.625000 Penalty: 2607.867432
	Iteration 22Q: 3 clusters Score -288898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -288899.937500 Penalty: 2607.867432
	Iteration 23Q: 3 clusters Score -288899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -288900.843750 Penalty: 2607.867432
	Iteration 24Q: 3 clusters Score -288900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -288904.375000 Penalty: 2607.867432
	Iteration 25Q: 3 clusters Score -288904.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -288906.656250 Penalty: 2607.867432
	Iteration 26Q: 3 clusters Score -288906.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -288907.656250 Penalty: 2607.867432
	Iteration 27Q: 3 clusters Score -288907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -288908.218750 Penalty: 2607.867432
	Iteration 28Q: 3 clusters Score -288908.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -288908.531250 Penalty: 2607.867432
	Iteration 29Q: 3 clusters Score -288908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -288908.218750 Penalty: 2607.867432
	Iteration 30Q: 3 clusters Score -288908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -288909.250000 Penalty: 2607.867432
	Iteration 31Q: 3 clusters Score -288909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -288909.937500 Penalty: 2607.867432
	Iteration 32Q: 3 clusters Score -288909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -288909.937500 Penalty: 2607.867432
	Iteration 33F: 3 clusters Score -288909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -641803.562500 Penalty: 1431.262695
	Iteration 0F: 2 clusters Score -641803.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -636738.125000 Penalty: 2862.525391
	Iteration 0F: 3 clusters Score -636738.1 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -638347.375000 Penalty: 2862.525391
	Iteration 1F: 3 clusters Score -638347.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -638659.000000 Penalty: 2862.525391
	Iteration 2F: 3 clusters Score -638659 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -639001.812500 Penalty: 2862.525391
	Iteration 3F: 3 clusters Score -639001.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -639511.062500 Penalty: 2862.525391
	Iteration 4F: 3 clusters Score -639511.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -640084.750000 Penalty: 2862.525391
	Iteration 5F: 3 clusters Score -640084.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -640635.312500 Penalty: 2862.525391
	Iteration 6F: 3 clusters Score -640635.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -641127.937500 Penalty: 2862.525391
	Iteration 7F: 3 clusters Score -641127.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -641452.812500 Penalty: 2862.525391
	Iteration 8F: 3 clusters Score -641452.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -641621.125000 Penalty: 2862.525391
	Iteration 9Q: 3 clusters Score -641621.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -641716.437500 Penalty: 2862.525391
	Iteration 10Q: 3 clusters Score -641716.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -641771.312500 Penalty: 2862.525391
	Iteration 11Q: 3 clusters Score -641771.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -641800.875000 Penalty: 2862.525391
	Iteration 12Q: 3 clusters Score -641800.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -641826.187500 Penalty: 2862.525391
	Iteration 13Q: 3 clusters Score -641826.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -641840.687500 Penalty: 2862.525391
	Iteration 14Q: 3 clusters Score -641840.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -641848.687500 Penalty: 2862.525391
	Iteration 15Q: 3 clusters Score -641848.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -641856.062500 Penalty: 2862.525391
	Iteration 16Q: 3 clusters Score -641856.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -641860.187500 Penalty: 2862.525391
	Iteration 17Q: 3 clusters Score -641860.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -641863.250000 Penalty: 2862.525391
	Iteration 18Q: 3 clusters Score -641863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -641866.062500 Penalty: 2862.525391
	Iteration 19Q: 3 clusters Score -641866.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -641867.937500 Penalty: 2862.525391
	Iteration 20F: 3 clusters Score -641867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -641872.125000 Penalty: 2862.525391
	Iteration 21Q: 3 clusters Score -641872.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -641876.062500 Penalty: 2862.525391
	Iteration 22Q: 3 clusters Score -641876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -641879.375000 Penalty: 2862.525391
	Iteration 23Q: 3 clusters Score -641879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -641882.000000 Penalty: 2862.525391
	Iteration 24Q: 3 clusters Score -641882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -641882.687500 Penalty: 2862.525391
	Iteration 25Q: 3 clusters Score -641882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -641883.312500 Penalty: 2862.525391
	Iteration 26Q: 3 clusters Score -641883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -641884.875000 Penalty: 2862.525391
	Iteration 27Q: 3 clusters Score -641884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -641885.000000 Penalty: 2862.525391
	Iteration 28Q: 3 clusters Score -641885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -641884.750000 Penalty: 2862.525391
	Iteration 29Q: 3 clusters Score -641884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -641885.250000 Penalty: 2862.525391
	Iteration 30Q: 3 clusters Score -641885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -641885.250000 Penalty: 2862.525391
	Iteration 31F: 3 clusters Score -641885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 29097 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 36798 members 
Mstep: Class 11 contains 148418 members 
Mstep: Class 12 contains 331234 members 
Mstep: Class 14 contains 49644 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 83417 members 
Mstep: Class 20 contains 68924 members 
Mstep: Class 21 contains 69918 members 
Entering Unmasked Estep 
Score: -94146944.000000 Penalty: 35761.781250
Splitting cluster 7 changes total score from -94147808.000000 to -94146944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -261253.062500 Penalty: 1275.451782
	Iteration 0F: 2 clusters Score -261253.1 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 1277 members 
Entering Unmasked Estep 
Score: -258812.625000 Penalty: 2550.903564
	Iteration 0F: 3 clusters Score -258812.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -259350.843750 Penalty: 2550.903564
	Iteration 1F: 3 clusters Score -259350.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -259468.640625 Penalty: 2550.903564
	Iteration 2F: 3 clusters Score -259468.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -259517.812500 Penalty: 2550.903564
	Iteration 3Q: 3 clusters Score -259517.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -259543.781250 Penalty: 2550.903564
	Iteration 4Q: 3 clusters Score -259543.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -259567.156250 Penalty: 2550.903564
	Iteration 5Q: 3 clusters Score -259567.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -259587.031250 Penalty: 2550.903564
	Iteration 6Q: 3 clusters Score -259587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -259601.468750 Penalty: 2550.903564
	Iteration 7Q: 3 clusters Score -259601.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -259614.484375 Penalty: 2550.903564
	Iteration 8Q: 3 clusters Score -259614.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -259630.171875 Penalty: 2550.903564
	Iteration 9Q: 3 clusters Score -259630.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -259644.656250 Penalty: 2550.903564
	Iteration 10Q: 3 clusters Score -259644.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -259650.515625 Penalty: 2550.903564
	Iteration 11Q: 3 clusters Score -259650.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -259654.187500 Penalty: 2550.903564
	Iteration 12Q: 3 clusters Score -259654.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -259655.703125 Penalty: 2550.903564
	Iteration 13Q: 3 clusters Score -259655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -259658.953125 Penalty: 2550.903564
	Iteration 14Q: 3 clusters Score -259659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -259661.906250 Penalty: 2550.903564
	Iteration 15Q: 3 clusters Score -259661.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -259668.500000 Penalty: 2550.903564
	Iteration 16Q: 3 clusters Score -259668.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -259675.734375 Penalty: 2550.903564
	Iteration 17Q: 3 clusters Score -259675.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -259683.359375 Penalty: 2550.903564
	Iteration 18Q: 3 clusters Score -259683.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -259689.140625 Penalty: 2550.903564
	Iteration 19Q: 3 clusters Score -259689.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -259695.812500 Penalty: 2550.903564
	Iteration 20F: 3 clusters Score -259695.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -259699.468750 Penalty: 2550.903564
	Iteration 21Q: 3 clusters Score -259699.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -259701.921875 Penalty: 2550.903564
	Iteration 22Q: 3 clusters Score -259701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -259704.312500 Penalty: 2550.903564
	Iteration 23Q: 3 clusters Score -259704.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -259705.515625 Penalty: 2550.903564
	Iteration 24Q: 3 clusters Score -259705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -259707.187500 Penalty: 2550.903564
	Iteration 25Q: 3 clusters Score -259707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -259709.843750 Penalty: 2550.903564
	Iteration 26Q: 3 clusters Score -259709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -259712.203125 Penalty: 2550.903564
	Iteration 27Q: 3 clusters Score -259712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -259717.140625 Penalty: 2550.903564
	Iteration 28Q: 3 clusters Score -259717.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -259724.546875 Penalty: 2550.903564
	Iteration 29Q: 3 clusters Score -259724.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -259733.281250 Penalty: 2550.903564
	Iteration 30Q: 3 clusters Score -259733.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -259738.500000 Penalty: 2550.903564
	Iteration 31Q: 3 clusters Score -259738.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -259741.937500 Penalty: 2550.903564
	Iteration 32Q: 3 clusters Score -259741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -259743.765625 Penalty: 2550.903564
	Iteration 33Q: 3 clusters Score -259743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -259747.609375 Penalty: 2550.903564
	Iteration 34Q: 3 clusters Score -259747.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -259749.859375 Penalty: 2550.903564
	Iteration 35Q: 3 clusters Score -259749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -259750.921875 Penalty: 2550.903564
	Iteration 36Q: 3 clusters Score -259750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -259751.703125 Penalty: 2550.903564
	Iteration 37Q: 3 clusters Score -259751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -259752.046875 Penalty: 2550.903564
	Iteration 38Q: 3 clusters Score -259752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -259752.578125 Penalty: 2550.903564
	Iteration 39Q: 3 clusters Score -259752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -259752.984375 Penalty: 2550.903564
	Iteration 40F: 3 clusters Score -259753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -259754.234375 Penalty: 2550.903564
	Iteration 41Q: 3 clusters Score -259754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -259754.718750 Penalty: 2550.903564
	Iteration 42Q: 3 clusters Score -259754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -259755.812500 Penalty: 2550.903564
	Iteration 43Q: 3 clusters Score -259755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -259756.750000 Penalty: 2550.903564
	Iteration 44Q: 3 clusters Score -259756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -259757.000000 Penalty: 2550.903564
	Iteration 45Q: 3 clusters Score -259757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -259757.187500 Penalty: 2550.903564
	Iteration 46Q: 3 clusters Score -259757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -259757.328125 Penalty: 2550.903564
	Iteration 47Q: 3 clusters Score -259757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -259757.453125 Penalty: 2550.903564
	Iteration 48Q: 3 clusters Score -259757.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -259757.453125 Penalty: 2550.903564
	Iteration 49F: 3 clusters Score -259757.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Entering Unmasked Estep 
Score: -3795159.500000 Penalty: 1708.394775
	Iteration 0F: 2 clusters Score -3795160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3770502.000000 Penalty: 3416.789551
	Iteration 0F: 3 clusters Score -3770502 nChanged 17050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3780020.250000 Penalty: 3416.789551
	Iteration 1F: 3 clusters Score -3780020 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3780545.750000 Penalty: 3416.789551
	Iteration 2Q: 3 clusters Score -3780546 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3781122.250000 Penalty: 3416.789551
	Iteration 3Q: 3 clusters Score -3781122 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3781808.000000 Penalty: 3416.789551
	Iteration 4Q: 3 clusters Score -3781808 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3782712.000000 Penalty: 3416.789551
	Iteration 5F: 3 clusters Score -3782712 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3784032.750000 Penalty: 3416.789551
	Iteration 6F: 3 clusters Score -3784033 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3785878.750000 Penalty: 3416.789551
	Iteration 7F: 3 clusters Score -3785879 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -3787982.500000 Penalty: 3416.789551
	Iteration 8F: 3 clusters Score -3787982 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3789939.750000 Penalty: 3416.789551
	Iteration 9F: 3 clusters Score -3789940 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -3791450.750000 Penalty: 3416.789551
	Iteration 10Q: 3 clusters Score -3791451 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -3792397.750000 Penalty: 3416.789551
	Iteration 11Q: 3 clusters Score -3792398 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -3792917.250000 Penalty: 3416.789551
	Iteration 12Q: 3 clusters Score -3792917 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -3793174.000000 Penalty: 3416.789551
	Iteration 13Q: 3 clusters Score -3793174 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -3793353.500000 Penalty: 3416.789551
	Iteration 14Q: 3 clusters Score -3793354 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -3793456.750000 Penalty: 3416.789551
	Iteration 15Q: 3 clusters Score -3793457 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -3793532.000000 Penalty: 3416.789551
	Iteration 16Q: 3 clusters Score -3793532 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -3793593.250000 Penalty: 3416.789551
	Iteration 17Q: 3 clusters Score -3793593 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -3793636.750000 Penalty: 3416.789551
	Iteration 18Q: 3 clusters Score -3793637 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -3793677.750000 Penalty: 3416.789551
	Iteration 19Q: 3 clusters Score -3793678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -3793700.750000 Penalty: 3416.789551
	Iteration 20F: 3 clusters Score -3793701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -3793720.000000 Penalty: 3416.789551
	Iteration 21Q: 3 clusters Score -3793720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -3793725.250000 Penalty: 3416.789551
	Iteration 22Q: 3 clusters Score -3793725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3793731.500000 Penalty: 3416.789551
	Iteration 23Q: 3 clusters Score -3793732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -3793737.750000 Penalty: 3416.789551
	Iteration 24Q: 3 clusters Score -3793738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -3793737.500000 Penalty: 3416.789551
	Iteration 25Q: 3 clusters Score -3793738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -3793739.250000 Penalty: 3416.789551
	Iteration 26Q: 3 clusters Score -3793739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -3793741.000000 Penalty: 3416.789551
	Iteration 27Q: 3 clusters Score -3793741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -3793753.500000 Penalty: 3416.789551
	Iteration 28Q: 3 clusters Score -3793754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -3793754.000000 Penalty: 3416.789551
	Iteration 29Q: 3 clusters Score -3793754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -3793761.500000 Penalty: 3416.789551
	Iteration 30Q: 3 clusters Score -3793762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -3793764.750000 Penalty: 3416.789551
	Iteration 31Q: 3 clusters Score -3793765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -3793778.500000 Penalty: 3416.789551
	Iteration 32Q: 3 clusters Score -3793778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -3793780.000000 Penalty: 3416.789551
	Iteration 33Q: 3 clusters Score -3793780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -3793780.750000 Penalty: 3416.789551
	Iteration 34Q: 3 clusters Score -3793781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -3793783.500000 Penalty: 3416.789551
	Iteration 35Q: 3 clusters Score -3793784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -3793785.000000 Penalty: 3416.789551
	Iteration 36Q: 3 clusters Score -3793785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -3793787.250000 Penalty: 3416.789551
	Iteration 37Q: 3 clusters Score -3793787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -3793789.250000 Penalty: 3416.789551
	Iteration 38Q: 3 clusters Score -3793789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -3793795.000000 Penalty: 3416.789551
	Iteration 39Q: 3 clusters Score -3793795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -3793795.250000 Penalty: 3416.789551
	Iteration 40F: 3 clusters Score -3793795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -3793795.250000 Penalty: 3416.789551
	Iteration 41Q: 3 clusters Score -3793795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -3793802.250000 Penalty: 3416.789551
	Iteration 42Q: 3 clusters Score -3793802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -3793802.000000 Penalty: 3416.789551
	Iteration 43Q: 3 clusters Score -3793802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -3793801.250000 Penalty: 3416.789551
	Iteration 44Q: 3 clusters Score -3793801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -3793804.250000 Penalty: 3416.789551
	Iteration 45Q: 3 clusters Score -3793804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -3793804.000000 Penalty: 3416.789551
	Iteration 46Q: 3 clusters Score -3793804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -3793804.750000 Penalty: 3416.789551
	Iteration 47Q: 3 clusters Score -3793805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -3793805.500000 Penalty: 3416.789551
	Iteration 48Q: 3 clusters Score -3793806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -3793814.500000 Penalty: 3416.789551
	Iteration 49Q: 3 clusters Score -3793814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -3793817.500000 Penalty: 3416.789551
	Iteration 50Q: 3 clusters Score -3793818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -3793820.250000 Penalty: 3416.789551
	Iteration 51Q: 3 clusters Score -3793820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -3793814.250000 Penalty: 3416.789551
	Iteration 52Q: 3 clusters Score -3793814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -3793814.250000 Penalty: 3416.789551
	Iteration 53Q: 3 clusters Score -3793814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -3793814.250000 Penalty: 3416.789551
	Iteration 54F: 3 clusters Score -3793814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (148418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148418 members 
Entering Unmasked Estep 
Score: -15144905.000000 Penalty: 1935.015625
	Iteration 0F: 2 clusters Score -1.51449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -15045392.000000 Penalty: 3870.031250
	Iteration 0F: 3 clusters Score -1.504539e+07 nChanged 71808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71552 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -15088081.000000 Penalty: 3870.031250
	Iteration 1F: 3 clusters Score -1.508808e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 78389 members 
Entering Unmasked Estep 
Score: -15089355.000000 Penalty: 3870.031250
	Iteration 2Q: 3 clusters Score -1.508936e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -15091162.000000 Penalty: 3870.031250
	Iteration 3Q: 3 clusters Score -1.509116e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -15093905.000000 Penalty: 3870.031250
	Iteration 4Q: 3 clusters Score -1.50939e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -15098468.000000 Penalty: 3870.031250
	Iteration 5F: 3 clusters Score -1.509847e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 97844 members 
Entering Unmasked Estep 
Score: -15105988.000000 Penalty: 3870.031250
	Iteration 6F: 3 clusters Score -1.510599e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 107013 members 
Entering Unmasked Estep 
Score: -15116343.000000 Penalty: 3870.031250
	Iteration 7F: 3 clusters Score -1.511634e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -15126670.000000 Penalty: 3870.031250
	Iteration 8F: 3 clusters Score -1.512667e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 120183 members 
Entering Unmasked Estep 
Score: -15133229.000000 Penalty: 3870.031250
	Iteration 9F: 3 clusters Score -1.513323e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 123235 members 
Entering Unmasked Estep 
Score: -15136367.000000 Penalty: 3870.031250
	Iteration 10Q: 3 clusters Score -1.513637e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -15137900.000000 Penalty: 3870.031250
	Iteration 11Q: 3 clusters Score -1.51379e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 127292 members 
Entering Unmasked Estep 
Score: -15138894.000000 Penalty: 3870.031250
	Iteration 12Q: 3 clusters Score -1.513889e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 128851 members 
Entering Unmasked Estep 
Score: -15139596.000000 Penalty: 3870.031250
	Iteration 13Q: 3 clusters Score -1.51396e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 130231 members 
Entering Unmasked Estep 
Score: -15140153.000000 Penalty: 3870.031250
	Iteration 14Q: 3 clusters Score -1.514015e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -15140535.000000 Penalty: 3870.031250
	Iteration 15Q: 3 clusters Score -1.514054e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 132558 members 
Entering Unmasked Estep 
Score: -15140857.000000 Penalty: 3870.031250
	Iteration 16Q: 3 clusters Score -1.514086e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 133568 members 
Entering Unmasked Estep 
Score: -15141158.000000 Penalty: 3870.031250
	Iteration 17Q: 3 clusters Score -1.514116e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 134515 members 
Entering Unmasked Estep 
Score: -15141411.000000 Penalty: 3870.031250
	Iteration 18Q: 3 clusters Score -1.514141e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 135412 members 
Entering Unmasked Estep 
Score: -15141675.000000 Penalty: 3870.031250
	Iteration 19Q: 3 clusters Score -1.514168e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 136235 members 
Entering Unmasked Estep 
Score: -15141909.000000 Penalty: 3870.031250
	Iteration 20F: 3 clusters Score -1.514191e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 137029 members 
Entering Unmasked Estep 
Score: -15142120.000000 Penalty: 3870.031250
	Iteration 21Q: 3 clusters Score -1.514212e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 137754 members 
Entering Unmasked Estep 
Score: -15142285.000000 Penalty: 3870.031250
	Iteration 22Q: 3 clusters Score -1.514228e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 138436 members 
Entering Unmasked Estep 
Score: -15142514.000000 Penalty: 3870.031250
	Iteration 23Q: 3 clusters Score -1.514251e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 139052 members 
Entering Unmasked Estep 
Score: -15142652.000000 Penalty: 3870.031250
	Iteration 24Q: 3 clusters Score -1.514265e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 139583 members 
Entering Unmasked Estep 
Score: -15142775.000000 Penalty: 3870.031250
	Iteration 25Q: 3 clusters Score -1.514278e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 140094 members 
Entering Unmasked Estep 
Score: -15142903.000000 Penalty: 3870.031250
	Iteration 26Q: 3 clusters Score -1.51429e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 140574 members 
Entering Unmasked Estep 
Score: -15143005.000000 Penalty: 3870.031250
	Iteration 27Q: 3 clusters Score -1.5143e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -15143100.000000 Penalty: 3870.031250
	Iteration 28Q: 3 clusters Score -1.51431e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 141402 members 
Entering Unmasked Estep 
Score: -15143171.000000 Penalty: 3870.031250
	Iteration 29Q: 3 clusters Score -1.514317e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 141728 members 
Entering Unmasked Estep 
Score: -15143210.000000 Penalty: 3870.031250
	Iteration 30Q: 3 clusters Score -1.514321e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 142027 members 
Entering Unmasked Estep 
Score: -15143271.000000 Penalty: 3870.031250
	Iteration 31Q: 3 clusters Score -1.514327e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 142313 members 
Entering Unmasked Estep 
Score: -15143299.000000 Penalty: 3870.031250
	Iteration 32Q: 3 clusters Score -1.51433e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 142549 members 
Entering Unmasked Estep 
Score: -15143303.000000 Penalty: 3870.031250
	Iteration 33Q: 3 clusters Score -1.51433e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 142771 members 
Entering Unmasked Estep 
Score: -15143309.000000 Penalty: 3870.031250
	Iteration 34Q: 3 clusters Score -1.514331e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 142968 members 
Entering Unmasked Estep 
Score: -15143352.000000 Penalty: 3870.031250
	Iteration 35Q: 3 clusters Score -1.514335e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 143155 members 
Entering Unmasked Estep 
Score: -15143396.000000 Penalty: 3870.031250
	Iteration 36Q: 3 clusters Score -1.51434e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 143309 members 
Entering Unmasked Estep 
Score: -15143418.000000 Penalty: 3870.031250
	Iteration 37Q: 3 clusters Score -1.514342e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 143445 members 
Entering Unmasked Estep 
Score: -15143436.000000 Penalty: 3870.031250
	Iteration 38Q: 3 clusters Score -1.514344e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 143581 members 
Entering Unmasked Estep 
Score: -15143452.000000 Penalty: 3870.031250
	Iteration 39Q: 3 clusters Score -1.514345e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 143721 members 
Entering Unmasked Estep 
Score: -15143485.000000 Penalty: 3870.031250
	Iteration 40F: 3 clusters Score -1.514348e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 143839 members 
Entering Unmasked Estep 
Score: -15143526.000000 Penalty: 3870.031250
	Iteration 41Q: 3 clusters Score -1.514353e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 143947 members 
Entering Unmasked Estep 
Score: -15143510.000000 Penalty: 3870.031250
	Iteration 42Q: 3 clusters Score -1.514351e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 144058 members 
Entering Unmasked Estep 
Score: -15143535.000000 Penalty: 3870.031250
	Iteration 43Q: 3 clusters Score -1.514354e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 144164 members 
Entering Unmasked Estep 
Score: -15143559.000000 Penalty: 3870.031250
	Iteration 44Q: 3 clusters Score -1.514356e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 144258 members 
Entering Unmasked Estep 
Score: -15143562.000000 Penalty: 3870.031250
	Iteration 45Q: 3 clusters Score -1.514356e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 144337 members 
Entering Unmasked Estep 
Score: -15143555.000000 Penalty: 3870.031250
	Iteration 46Q: 3 clusters Score -1.514356e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 144406 members 
Entering Unmasked Estep 
Score: -15143563.000000 Penalty: 3870.031250
	Iteration 47Q: 3 clusters Score -1.514356e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 144459 members 
Entering Unmasked Estep 
Score: -15143546.000000 Penalty: 3870.031250
	Iteration 48Q: 3 clusters Score -1.514355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 144505 members 
Entering Unmasked Estep 
Score: -15143561.000000 Penalty: 3870.031250
	Iteration 49Q: 3 clusters Score -1.514356e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 144550 members 
Entering Unmasked Estep 
Score: -15143551.000000 Penalty: 3870.031250
	Iteration 50Q: 3 clusters Score -1.514355e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 144592 members 
Entering Unmasked Estep 
Score: -15143586.000000 Penalty: 3870.031250
	Iteration 51Q: 3 clusters Score -1.514359e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -15143609.000000 Penalty: 3870.031250
	Iteration 52Q: 3 clusters Score -1.514361e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 144718 members 
Entering Unmasked Estep 
Score: -15143603.000000 Penalty: 3870.031250
	Iteration 53Q: 3 clusters Score -1.51436e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 144770 members 
Entering Unmasked Estep 
Score: -15143609.000000 Penalty: 3870.031250
	Iteration 54Q: 3 clusters Score -1.514361e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 144815 members 
Entering Unmasked Estep 
Score: -15143632.000000 Penalty: 3870.031250
	Iteration 55Q: 3 clusters Score -1.514363e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 144850 members 
Entering Unmasked Estep 
Score: -15143635.000000 Penalty: 3870.031250
	Iteration 56Q: 3 clusters Score -1.514364e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 144888 members 
Entering Unmasked Estep 
Score: -15143652.000000 Penalty: 3870.031250
	Iteration 57Q: 3 clusters Score -1.514365e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -15143662.000000 Penalty: 3870.031250
	Iteration 58Q: 3 clusters Score -1.514366e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 144958 members 
Entering Unmasked Estep 
Score: -15143658.000000 Penalty: 3870.031250
	Iteration 59Q: 3 clusters Score -1.514366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 144981 members 
Entering Unmasked Estep 
Score: -15143680.000000 Penalty: 3870.031250
	Iteration 60F: 3 clusters Score -1.514368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 145005 members 
Entering Unmasked Estep 
Score: -15143675.000000 Penalty: 3870.031250
	Iteration 61Q: 3 clusters Score -1.514368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 145026 members 
Entering Unmasked Estep 
Score: -15143683.000000 Penalty: 3870.031250
	Iteration 62Q: 3 clusters Score -1.514368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 145051 members 
Entering Unmasked Estep 
Score: -15143681.000000 Penalty: 3870.031250
	Iteration 63Q: 3 clusters Score -1.514368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 145071 members 
Entering Unmasked Estep 
Score: -15143646.000000 Penalty: 3870.031250
	Iteration 64Q: 3 clusters Score -1.514365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -15143645.000000 Penalty: 3870.031250
	Iteration 65Q: 3 clusters Score -1.514364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -15143645.000000 Penalty: 3870.031250
	Iteration 66Q: 3 clusters Score -1.514364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 145125 members 
Entering Unmasked Estep 
Score: -15143647.000000 Penalty: 3870.031250
	Iteration 67Q: 3 clusters Score -1.514365e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 145149 members 
Entering Unmasked Estep 
Score: -15143654.000000 Penalty: 3870.031250
	Iteration 68Q: 3 clusters Score -1.514365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 145169 members 
Entering Unmasked Estep 
Score: -15143650.000000 Penalty: 3870.031250
	Iteration 69Q: 3 clusters Score -1.514365e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -15143651.000000 Penalty: 3870.031250
	Iteration 70Q: 3 clusters Score -1.514365e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -15143643.000000 Penalty: 3870.031250
	Iteration 71Q: 3 clusters Score -1.514364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -15143649.000000 Penalty: 3870.031250
	Iteration 72Q: 3 clusters Score -1.514365e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 145263 members 
Entering Unmasked Estep 
Score: -15143671.000000 Penalty: 3870.031250
	Iteration 73Q: 3 clusters Score -1.514367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 145274 members 
Entering Unmasked Estep 
Score: -15143686.000000 Penalty: 3870.031250
	Iteration 74Q: 3 clusters Score -1.514369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -15143688.000000 Penalty: 3870.031250
	Iteration 75Q: 3 clusters Score -1.514369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 145290 members 
Entering Unmasked Estep 
Score: -15143680.000000 Penalty: 3870.031250
	Iteration 76Q: 3 clusters Score -1.514368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 145294 members 
Entering Unmasked Estep 
Score: -15143685.000000 Penalty: 3870.031250
	Iteration 77Q: 3 clusters Score -1.514368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 145300 members 
Entering Unmasked Estep 
Score: -15143669.000000 Penalty: 3870.031250
	Iteration 78Q: 3 clusters Score -1.514367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 145305 members 
Entering Unmasked Estep 
Score: -15143674.000000 Penalty: 3870.031250
	Iteration 79Q: 3 clusters Score -1.514367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 145311 members 
Entering Unmasked Estep 
Score: -15143679.000000 Penalty: 3870.031250
	Iteration 80F: 3 clusters Score -1.514368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 145317 members 
Entering Unmasked Estep 
Score: -15143689.000000 Penalty: 3870.031250
	Iteration 81Q: 3 clusters Score -1.514369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 145324 members 
Entering Unmasked Estep 
Score: -15143685.000000 Penalty: 3870.031250
	Iteration 82Q: 3 clusters Score -1.514368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 145328 members 
Entering Unmasked Estep 
Score: -15143681.000000 Penalty: 3870.031250
	Iteration 83Q: 3 clusters Score -1.514368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 145330 members 
Entering Unmasked Estep 
Score: -15143680.000000 Penalty: 3870.031250
	Iteration 84Q: 3 clusters Score -1.514368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 145331 members 
Entering Unmasked Estep 
Score: -15143679.000000 Penalty: 3870.031250
	Iteration 85Q: 3 clusters Score -1.514368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 145332 members 
Entering Unmasked Estep 
Score: -15143680.000000 Penalty: 3870.031250
	Iteration 86Q: 3 clusters Score -1.514368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 145333 members 
Entering Unmasked Estep 
Score: -15143679.000000 Penalty: 3870.031250
	Iteration 87Q: 3 clusters Score -1.514368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 145336 members 
Entering Unmasked Estep 
Score: -15143686.000000 Penalty: 3870.031250
	Iteration 88Q: 3 clusters Score -1.514369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 145342 members 
Entering Unmasked Estep 
Score: -15143677.000000 Penalty: 3870.031250
	Iteration 89Q: 3 clusters Score -1.514368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 145347 members 
Entering Unmasked Estep 
Score: -15143683.000000 Penalty: 3870.031250
	Iteration 90Q: 3 clusters Score -1.514368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 145354 members 
Entering Unmasked Estep 
Score: -15143696.000000 Penalty: 3870.031250
	Iteration 91Q: 3 clusters Score -1.51437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 145361 members 
Entering Unmasked Estep 
Score: -15143704.000000 Penalty: 3870.031250
	Iteration 92Q: 3 clusters Score -1.51437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 145369 members 
Entering Unmasked Estep 
Score: -15143702.000000 Penalty: 3870.031250
	Iteration 93Q: 3 clusters Score -1.51437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 145374 members 
Entering Unmasked Estep 
Score: -15143703.000000 Penalty: 3870.031250
	Iteration 94Q: 3 clusters Score -1.51437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 145378 members 
Entering Unmasked Estep 
Score: -15143702.000000 Penalty: 3870.031250
	Iteration 95Q: 3 clusters Score -1.51437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 145383 members 
Entering Unmasked Estep 
Score: -15143709.000000 Penalty: 3870.031250
	Iteration 96Q: 3 clusters Score -1.514371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 145391 members 
Entering Unmasked Estep 
Score: -15143710.000000 Penalty: 3870.031250
	Iteration 97Q: 3 clusters Score -1.514371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 145397 members 
Entering Unmasked Estep 
Score: -15143703.000000 Penalty: 3870.031250
	Iteration 98Q: 3 clusters Score -1.51437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 145407 members 
Entering Unmasked Estep 
Score: -15143688.000000 Penalty: 3870.031250
	Iteration 99Q: 3 clusters Score -1.514369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 145423 members 
Entering Unmasked Estep 
Score: -15143687.000000 Penalty: 3870.031250
	Iteration 100F: 3 clusters Score -1.514369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 145441 members 
Entering Unmasked Estep 
Score: -15143690.000000 Penalty: 3870.031250
	Iteration 101Q: 3 clusters Score -1.514369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 145460 members 
Entering Unmasked Estep 
Score: -15143680.000000 Penalty: 3870.031250
	Iteration 102Q: 3 clusters Score -1.514368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 145479 members 
Entering Unmasked Estep 
Score: -15143689.000000 Penalty: 3870.031250
	Iteration 103Q: 3 clusters Score -1.514369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 145496 members 
Entering Unmasked Estep 
Score: -15143701.000000 Penalty: 3870.031250
	Iteration 104Q: 3 clusters Score -1.51437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 145513 members 
Entering Unmasked Estep 
Score: -15143700.000000 Penalty: 3870.031250
	Iteration 105Q: 3 clusters Score -1.51437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 145530 members 
Entering Unmasked Estep 
Score: -15143686.000000 Penalty: 3870.031250
	Iteration 106Q: 3 clusters Score -1.514369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 145545 members 
Entering Unmasked Estep 
Score: -15143691.000000 Penalty: 3870.031250
	Iteration 107Q: 3 clusters Score -1.514369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 145557 members 
Entering Unmasked Estep 
Score: -15143693.000000 Penalty: 3870.031250
	Iteration 108Q: 3 clusters Score -1.514369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 145574 members 
Entering Unmasked Estep 
Score: -15143698.000000 Penalty: 3870.031250
	Iteration 109Q: 3 clusters Score -1.51437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 145593 members 
Entering Unmasked Estep 
Score: -15143698.000000 Penalty: 3870.031250
	Iteration 110Q: 3 clusters Score -1.51437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 145615 members 
Entering Unmasked Estep 
Score: -15143699.000000 Penalty: 3870.031250
	Iteration 111Q: 3 clusters Score -1.51437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 145634 members 
Entering Unmasked Estep 
Score: -15143699.000000 Penalty: 3870.031250
	Iteration 112Q: 3 clusters Score -1.51437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 145643 members 
Entering Unmasked Estep 
Score: -15143696.000000 Penalty: 3870.031250
	Iteration 113Q: 3 clusters Score -1.51437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 145650 members 
Entering Unmasked Estep 
Score: -15143701.000000 Penalty: 3870.031250
	Iteration 114Q: 3 clusters Score -1.51437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 145660 members 
Entering Unmasked Estep 
Score: -15143709.000000 Penalty: 3870.031250
	Iteration 115Q: 3 clusters Score -1.514371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 145665 members 
Entering Unmasked Estep 
Score: -15143705.000000 Penalty: 3870.031250
	Iteration 116Q: 3 clusters Score -1.51437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 145670 members 
Entering Unmasked Estep 
Score: -15143700.000000 Penalty: 3870.031250
	Iteration 117Q: 3 clusters Score -1.51437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 145677 members 
Entering Unmasked Estep 
Score: -15143696.000000 Penalty: 3870.031250
	Iteration 118Q: 3 clusters Score -1.51437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 145681 members 
Entering Unmasked Estep 
Score: -15143697.000000 Penalty: 3870.031250
	Iteration 119Q: 3 clusters Score -1.51437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 145686 members 
Entering Unmasked Estep 
Score: -15143700.000000 Penalty: 3870.031250
	Iteration 120F: 3 clusters Score -1.51437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 145696 members 
Entering Unmasked Estep 
Score: -15143704.000000 Penalty: 3870.031250
	Iteration 121Q: 3 clusters Score -1.51437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 145705 members 
Entering Unmasked Estep 
Score: -15143697.000000 Penalty: 3870.031250
	Iteration 122Q: 3 clusters Score -1.51437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 145714 members 
Entering Unmasked Estep 
Score: -15143698.000000 Penalty: 3870.031250
	Iteration 123Q: 3 clusters Score -1.51437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -15143709.000000 Penalty: 3870.031250
	Iteration 124Q: 3 clusters Score -1.514371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 145734 members 
Entering Unmasked Estep 
Score: -15143715.000000 Penalty: 3870.031250
	Iteration 125Q: 3 clusters Score -1.514372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 145742 members 
Entering Unmasked Estep 
Score: -15143719.000000 Penalty: 3870.031250
	Iteration 126Q: 3 clusters Score -1.514372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 145748 members 
Entering Unmasked Estep 
Score: -15143721.000000 Penalty: 3870.031250
	Iteration 127Q: 3 clusters Score -1.514372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 145750 members 
Entering Unmasked Estep 
Score: -15143721.000000 Penalty: 3870.031250
	Iteration 128Q: 3 clusters Score -1.514372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 145752 members 
Entering Unmasked Estep 
Score: -15143727.000000 Penalty: 3870.031250
	Iteration 129Q: 3 clusters Score -1.514373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -15143722.000000 Penalty: 3870.031250
	Iteration 130Q: 3 clusters Score -1.514372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -15143722.000000 Penalty: 3870.031250
	Iteration 131F: 3 clusters Score -1.514372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (331234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331234 members 
Entering Unmasked Estep 
Score: -33610392.000000 Penalty: 2065.469482
	Iteration 0F: 2 clusters Score -3.361039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -33403420.000000 Penalty: 4130.938965
	Iteration 0F: 3 clusters Score -3.340342e+07 nChanged 161580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179129 members 
Mstep: Class 2 contains 152105 members 
Entering Unmasked Estep 
Score: -33502476.000000 Penalty: 4130.938965
	Iteration 1F: 3 clusters Score -3.350248e+07 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186952 members 
Mstep: Class 2 contains 144282 members 
Entering Unmasked Estep 
Score: -33506358.000000 Penalty: 4130.938965
	Iteration 2Q: 3 clusters Score -3.350636e+07 nChanged 15356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198212 members 
Mstep: Class 2 contains 133022 members 
Entering Unmasked Estep 
Score: -33512446.000000 Penalty: 4130.938965
	Iteration 3Q: 3 clusters Score -3.351245e+07 nChanged 19048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213362 members 
Mstep: Class 2 contains 117872 members 
Entering Unmasked Estep 
Score: -33522830.000000 Penalty: 4130.938965
	Iteration 4F: 3 clusters Score -3.352283e+07 nChanged 22183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231451 members 
Mstep: Class 2 contains 99783 members 
Entering Unmasked Estep 
Score: -33538500.000000 Penalty: 4130.938965
	Iteration 5F: 3 clusters Score -3.35385e+07 nChanged 22653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248462 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -33556620.000000 Penalty: 4130.938965
	Iteration 6F: 3 clusters Score -3.355662e+07 nChanged 18977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259709 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -33570880.000000 Penalty: 4130.938965
	Iteration 7F: 3 clusters Score -3.357088e+07 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265985 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -33578220.000000 Penalty: 4130.938965
	Iteration 8Q: 3 clusters Score -3.357822e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270375 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -33581464.000000 Penalty: 4130.938965
	Iteration 9Q: 3 clusters Score -3.358146e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274269 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -33583400.000000 Penalty: 4130.938965
	Iteration 10Q: 3 clusters Score -3.35834e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277876 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -33584912.000000 Penalty: 4130.938965
	Iteration 11Q: 3 clusters Score -3.358491e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281297 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -33586428.000000 Penalty: 4130.938965
	Iteration 12Q: 3 clusters Score -3.358643e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284505 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -33587988.000000 Penalty: 4130.938965
	Iteration 13Q: 3 clusters Score -3.358799e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287504 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -33589340.000000 Penalty: 4130.938965
	Iteration 14Q: 3 clusters Score -3.358934e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290420 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -33590528.000000 Penalty: 4130.938965
	Iteration 15Q: 3 clusters Score -3.359053e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293178 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -33591788.000000 Penalty: 4130.938965
	Iteration 16Q: 3 clusters Score -3.359179e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295805 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -33593300.000000 Penalty: 4130.938965
	Iteration 17Q: 3 clusters Score -3.35933e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298492 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -33594920.000000 Penalty: 4130.938965
	Iteration 18Q: 3 clusters Score -3.359492e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301232 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -33596644.000000 Penalty: 4130.938965
	Iteration 19Q: 3 clusters Score -3.359664e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303962 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -33598028.000000 Penalty: 4130.938965
	Iteration 20F: 3 clusters Score -3.359803e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306642 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -33599684.000000 Penalty: 4130.938965
	Iteration 21Q: 3 clusters Score -3.359968e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309320 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -33602064.000000 Penalty: 4130.938965
	Iteration 22Q: 3 clusters Score -3.360206e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311973 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -33603408.000000 Penalty: 4130.938965
	Iteration 23Q: 3 clusters Score -3.360341e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314417 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -33604660.000000 Penalty: 4130.938965
	Iteration 24Q: 3 clusters Score -3.360466e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316756 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -33605844.000000 Penalty: 4130.938965
	Iteration 25Q: 3 clusters Score -3.360584e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318841 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -33606892.000000 Penalty: 4130.938965
	Iteration 26Q: 3 clusters Score -3.360689e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320700 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -33607368.000000 Penalty: 4130.938965
	Iteration 27Q: 3 clusters Score -3.360737e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322408 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -33607880.000000 Penalty: 4130.938965
	Iteration 28Q: 3 clusters Score -3.360788e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323871 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -33608196.000000 Penalty: 4130.938965
	Iteration 29Q: 3 clusters Score -3.36082e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325126 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -33608576.000000 Penalty: 4130.938965
	Iteration 30Q: 3 clusters Score -3.360858e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326159 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -33608728.000000 Penalty: 4130.938965
	Iteration 31Q: 3 clusters Score -3.360873e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327014 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -33608736.000000 Penalty: 4130.938965
	Iteration 32Q: 3 clusters Score -3.360874e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327724 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -33608760.000000 Penalty: 4130.938965
	Iteration 33Q: 3 clusters Score -3.360876e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328255 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -33608832.000000 Penalty: 4130.938965
	Iteration 34Q: 3 clusters Score -3.360883e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328682 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -33608740.000000 Penalty: 4130.938965
	Iteration 35Q: 3 clusters Score -3.360874e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329017 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -33608920.000000 Penalty: 4130.938965
	Iteration 36Q: 3 clusters Score -3.360892e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329262 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -33608884.000000 Penalty: 4130.938965
	Iteration 37Q: 3 clusters Score -3.360888e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329431 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -33608960.000000 Penalty: 4130.938965
	Iteration 38Q: 3 clusters Score -3.360896e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329584 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -33608944.000000 Penalty: 4130.938965
	Iteration 39Q: 3 clusters Score -3.360894e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329715 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -33609004.000000 Penalty: 4130.938965
	Iteration 40F: 3 clusters Score -3.3609e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329811 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -33608992.000000 Penalty: 4130.938965
	Iteration 41Q: 3 clusters Score -3.360899e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329878 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -33608976.000000 Penalty: 4130.938965
	Iteration 42Q: 3 clusters Score -3.360898e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329934 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -33608976.000000 Penalty: 4130.938965
	Iteration 43Q: 3 clusters Score -3.360898e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329976 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -33608972.000000 Penalty: 4130.938965
	Iteration 44Q: 3 clusters Score -3.360897e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330012 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -33608976.000000 Penalty: 4130.938965
	Iteration 45Q: 3 clusters Score -3.360898e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330038 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -33608988.000000 Penalty: 4130.938965
	Iteration 46Q: 3 clusters Score -3.360899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330067 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -33608972.000000 Penalty: 4130.938965
	Iteration 47Q: 3 clusters Score -3.360897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330093 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -33608960.000000 Penalty: 4130.938965
	Iteration 48Q: 3 clusters Score -3.360896e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330116 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -33608916.000000 Penalty: 4130.938965
	Iteration 49Q: 3 clusters Score -3.360892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330136 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -33608924.000000 Penalty: 4130.938965
	Iteration 50Q: 3 clusters Score -3.360892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330152 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -33608912.000000 Penalty: 4130.938965
	Iteration 51Q: 3 clusters Score -3.360891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330163 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -33608916.000000 Penalty: 4130.938965
	Iteration 52Q: 3 clusters Score -3.360892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330177 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -33608916.000000 Penalty: 4130.938965
	Iteration 53Q: 3 clusters Score -3.360892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330182 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -33608896.000000 Penalty: 4130.938965
	Iteration 54Q: 3 clusters Score -3.36089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330194 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -33608904.000000 Penalty: 4130.938965
	Iteration 55Q: 3 clusters Score -3.36089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330205 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -33608916.000000 Penalty: 4130.938965
	Iteration 56Q: 3 clusters Score -3.360892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330215 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -33608924.000000 Penalty: 4130.938965
	Iteration 57Q: 3 clusters Score -3.360892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330219 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -33608936.000000 Penalty: 4130.938965
	Iteration 58Q: 3 clusters Score -3.360894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330227 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -33608952.000000 Penalty: 4130.938965
	Iteration 59Q: 3 clusters Score -3.360895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330231 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -33608936.000000 Penalty: 4130.938965
	Iteration 60F: 3 clusters Score -3.360894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330237 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -33608944.000000 Penalty: 4130.938965
	Iteration 61Q: 3 clusters Score -3.360894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330244 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -33608936.000000 Penalty: 4130.938965
	Iteration 62Q: 3 clusters Score -3.360894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330247 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -33608964.000000 Penalty: 4130.938965
	Iteration 63Q: 3 clusters Score -3.360896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330249 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -33608948.000000 Penalty: 4130.938965
	Iteration 64Q: 3 clusters Score -3.360895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330247 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -33608972.000000 Penalty: 4130.938965
	Iteration 65Q: 3 clusters Score -3.360897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330250 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -33608996.000000 Penalty: 4130.938965
	Iteration 66Q: 3 clusters Score -3.3609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330251 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -33608988.000000 Penalty: 4130.938965
	Iteration 67Q: 3 clusters Score -3.360899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330251 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -33608992.000000 Penalty: 4130.938965
	Iteration 68Q: 3 clusters Score -3.360899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330252 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -33608988.000000 Penalty: 4130.938965
	Iteration 69Q: 3 clusters Score -3.360899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330251 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -33608980.000000 Penalty: 4130.938965
	Iteration 70Q: 3 clusters Score -3.360898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330251 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -33608980.000000 Penalty: 4130.938965
	Iteration 71F: 3 clusters Score -3.360898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Entering Unmasked Estep 
Score: -5125899.500000 Penalty: 1757.052734
	Iteration 0F: 2 clusters Score -5125900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -5092607.000000 Penalty: 3514.105469
	Iteration 0F: 3 clusters Score -5092607 nChanged 23338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -5105626.500000 Penalty: 3514.105469
	Iteration 1F: 3 clusters Score -5105626 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -5105995.000000 Penalty: 3514.105469
	Iteration 2Q: 3 clusters Score -5105995 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -5106483.000000 Penalty: 3514.105469
	Iteration 3Q: 3 clusters Score -5106483 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5107299.000000 Penalty: 3514.105469
	Iteration 4Q: 3 clusters Score -5107299 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -5108741.000000 Penalty: 3514.105469
	Iteration 5F: 3 clusters Score -5108741 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -5110977.500000 Penalty: 3514.105469
	Iteration 6F: 3 clusters Score -5110978 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -5114448.000000 Penalty: 3514.105469
	Iteration 7F: 3 clusters Score -5114448 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -5118615.000000 Penalty: 3514.105469
	Iteration 8F: 3 clusters Score -5118615 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5121819.000000 Penalty: 3514.105469
	Iteration 9F: 3 clusters Score -5121819 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5123408.000000 Penalty: 3514.105469
	Iteration 10Q: 3 clusters Score -5123408 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5123973.500000 Penalty: 3514.105469
	Iteration 11Q: 3 clusters Score -5123974 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5124177.000000 Penalty: 3514.105469
	Iteration 12Q: 3 clusters Score -5124177 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5124265.500000 Penalty: 3514.105469
	Iteration 13Q: 3 clusters Score -5124266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5124287.500000 Penalty: 3514.105469
	Iteration 14Q: 3 clusters Score -5124288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5124314.500000 Penalty: 3514.105469
	Iteration 15Q: 3 clusters Score -5124314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5124323.000000 Penalty: 3514.105469
	Iteration 16Q: 3 clusters Score -5124323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5124332.000000 Penalty: 3514.105469
	Iteration 17Q: 3 clusters Score -5124332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5124338.500000 Penalty: 3514.105469
	Iteration 18Q: 3 clusters Score -5124338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5124338.500000 Penalty: 3514.105469
	Iteration 19Q: 3 clusters Score -5124338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5124338.000000 Penalty: 3514.105469
	Iteration 20F: 3 clusters Score -5124338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -346027.343750 Penalty: 1315.683350
	Iteration 0F: 2 clusters Score -346027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -343143.125000 Penalty: 2631.366699
	Iteration 0F: 3 clusters Score -343143.1 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -343813.343750 Penalty: 2631.366699
	Iteration 1F: 3 clusters Score -343813.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -343941.375000 Penalty: 2631.366699
	Iteration 2F: 3 clusters Score -343941.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -344011.062500 Penalty: 2631.366699
	Iteration 3Q: 3 clusters Score -344011.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -344049.343750 Penalty: 2631.366699
	Iteration 4Q: 3 clusters Score -344049.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -344078.843750 Penalty: 2631.366699
	Iteration 5Q: 3 clusters Score -344078.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -344109.031250 Penalty: 2631.366699
	Iteration 6Q: 3 clusters Score -344109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -344140.906250 Penalty: 2631.366699
	Iteration 7Q: 3 clusters Score -344140.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -344165.093750 Penalty: 2631.366699
	Iteration 8Q: 3 clusters Score -344165.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -344182.375000 Penalty: 2631.366699
	Iteration 9Q: 3 clusters Score -344182.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -344195.781250 Penalty: 2631.366699
	Iteration 10Q: 3 clusters Score -344195.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -344210.281250 Penalty: 2631.366699
	Iteration 11Q: 3 clusters Score -344210.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -344226.281250 Penalty: 2631.366699
	Iteration 12Q: 3 clusters Score -344226.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -344246.906250 Penalty: 2631.366699
	Iteration 13Q: 3 clusters Score -344246.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -344264.718750 Penalty: 2631.366699
	Iteration 14Q: 3 clusters Score -344264.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -344282.843750 Penalty: 2631.366699
	Iteration 15Q: 3 clusters Score -344282.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -344297.000000 Penalty: 2631.366699
	Iteration 16Q: 3 clusters Score -344297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -344310.343750 Penalty: 2631.366699
	Iteration 17Q: 3 clusters Score -344310.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -344322.500000 Penalty: 2631.366699
	Iteration 18Q: 3 clusters Score -344322.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -344337.812500 Penalty: 2631.366699
	Iteration 19Q: 3 clusters Score -344337.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -344348.281250 Penalty: 2631.366699
	Iteration 20F: 3 clusters Score -344348.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -344355.875000 Penalty: 2631.366699
	Iteration 21Q: 3 clusters Score -344355.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -344366.093750 Penalty: 2631.366699
	Iteration 22Q: 3 clusters Score -344366.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -344377.343750 Penalty: 2631.366699
	Iteration 23Q: 3 clusters Score -344377.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -344387.625000 Penalty: 2631.366699
	Iteration 24Q: 3 clusters Score -344387.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -344394.187500 Penalty: 2631.366699
	Iteration 25Q: 3 clusters Score -344394.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -344400.093750 Penalty: 2631.366699
	Iteration 26Q: 3 clusters Score -344400.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -344405.875000 Penalty: 2631.366699
	Iteration 27Q: 3 clusters Score -344405.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -344412.437500 Penalty: 2631.366699
	Iteration 28Q: 3 clusters Score -344412.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -344417.906250 Penalty: 2631.366699
	Iteration 29Q: 3 clusters Score -344417.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -344423.343750 Penalty: 2631.366699
	Iteration 30Q: 3 clusters Score -344423.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -344428.281250 Penalty: 2631.366699
	Iteration 31Q: 3 clusters Score -344428.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -344433.781250 Penalty: 2631.366699
	Iteration 32Q: 3 clusters Score -344433.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -344437.968750 Penalty: 2631.366699
	Iteration 33Q: 3 clusters Score -344438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -344445.531250 Penalty: 2631.366699
	Iteration 34Q: 3 clusters Score -344445.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -344453.000000 Penalty: 2631.366699
	Iteration 35Q: 3 clusters Score -344453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -344460.468750 Penalty: 2631.366699
	Iteration 36Q: 3 clusters Score -344460.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -344472.093750 Penalty: 2631.366699
	Iteration 37Q: 3 clusters Score -344472.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -344478.562500 Penalty: 2631.366699
	Iteration 38Q: 3 clusters Score -344478.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -344483.781250 Penalty: 2631.366699
	Iteration 39Q: 3 clusters Score -344483.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -344488.906250 Penalty: 2631.366699
	Iteration 40F: 3 clusters Score -344488.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -344494.343750 Penalty: 2631.366699
	Iteration 41Q: 3 clusters Score -344494.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -344501.687500 Penalty: 2631.366699
	Iteration 42Q: 3 clusters Score -344501.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -344510.312500 Penalty: 2631.366699
	Iteration 43Q: 3 clusters Score -344510.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -344525.187500 Penalty: 2631.366699
	Iteration 44Q: 3 clusters Score -344525.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -344547.375000 Penalty: 2631.366699
	Iteration 45Q: 3 clusters Score -344547.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -344570.343750 Penalty: 2631.366699
	Iteration 46Q: 3 clusters Score -344570.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -344589.406250 Penalty: 2631.366699
	Iteration 47Q: 3 clusters Score -344589.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -344606.843750 Penalty: 2631.366699
	Iteration 48Q: 3 clusters Score -344606.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -344624.406250 Penalty: 2631.366699
	Iteration 49Q: 3 clusters Score -344624.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -344641.937500 Penalty: 2631.366699
	Iteration 50Q: 3 clusters Score -344641.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -344654.125000 Penalty: 2631.366699
	Iteration 51Q: 3 clusters Score -344654.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -344665.250000 Penalty: 2631.366699
	Iteration 52Q: 3 clusters Score -344665.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -344673.375000 Penalty: 2631.366699
	Iteration 53Q: 3 clusters Score -344673.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -344679.593750 Penalty: 2631.366699
	Iteration 54Q: 3 clusters Score -344679.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -344687.000000 Penalty: 2631.366699
	Iteration 55Q: 3 clusters Score -344687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -344693.343750 Penalty: 2631.366699
	Iteration 56Q: 3 clusters Score -344693.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -344699.375000 Penalty: 2631.366699
	Iteration 57Q: 3 clusters Score -344699.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -344706.312500 Penalty: 2631.366699
	Iteration 58Q: 3 clusters Score -344706.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -344716.781250 Penalty: 2631.366699
	Iteration 59Q: 3 clusters Score -344716.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -344725.562500 Penalty: 2631.366699
	Iteration 60F: 3 clusters Score -344725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -344731.000000 Penalty: 2631.366699
	Iteration 61Q: 3 clusters Score -344731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -344736.375000 Penalty: 2631.366699
	Iteration 62Q: 3 clusters Score -344736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -344740.562500 Penalty: 2631.366699
	Iteration 63Q: 3 clusters Score -344740.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -344748.125000 Penalty: 2631.366699
	Iteration 64Q: 3 clusters Score -344748.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -344755.906250 Penalty: 2631.366699
	Iteration 65Q: 3 clusters Score -344755.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -344766.031250 Penalty: 2631.366699
	Iteration 66Q: 3 clusters Score -344766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -344774.156250 Penalty: 2631.366699
	Iteration 67Q: 3 clusters Score -344774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -344782.906250 Penalty: 2631.366699
	Iteration 68Q: 3 clusters Score -344782.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -344792.937500 Penalty: 2631.366699
	Iteration 69Q: 3 clusters Score -344792.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -344803.531250 Penalty: 2631.366699
	Iteration 70Q: 3 clusters Score -344803.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -344808.718750 Penalty: 2631.366699
	Iteration 71Q: 3 clusters Score -344808.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -344811.875000 Penalty: 2631.366699
	Iteration 72Q: 3 clusters Score -344811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -344815.562500 Penalty: 2631.366699
	Iteration 73Q: 3 clusters Score -344815.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -344821.625000 Penalty: 2631.366699
	Iteration 74Q: 3 clusters Score -344821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -344829.250000 Penalty: 2631.366699
	Iteration 75Q: 3 clusters Score -344829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -344834.000000 Penalty: 2631.366699
	Iteration 76Q: 3 clusters Score -344834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -344838.593750 Penalty: 2631.366699
	Iteration 77Q: 3 clusters Score -344838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -344841.593750 Penalty: 2631.366699
	Iteration 78Q: 3 clusters Score -344841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -344843.218750 Penalty: 2631.366699
	Iteration 79Q: 3 clusters Score -344843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -344843.218750 Penalty: 2631.366699
	Iteration 80F: 3 clusters Score -344843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (83417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Entering Unmasked Estep 
Score: -8640721.000000 Penalty: 1841.386230
	Iteration 0F: 2 clusters Score -8640721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8584437.000000 Penalty: 3682.772461
	Iteration 0F: 3 clusters Score -8584437 nChanged 39919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -8607615.000000 Penalty: 3682.772461
	Iteration 1F: 3 clusters Score -8607615 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -8608161.000000 Penalty: 3682.772461
	Iteration 2Q: 3 clusters Score -8608161 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8608800 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8609592.000000 Penalty: 3682.772461
	Iteration 4Q: 3 clusters Score -8609592 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8610577.000000 Penalty: 3682.772461
	Iteration 5Q: 3 clusters Score -8610577 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -8611896.000000 Penalty: 3682.772461
	Iteration 6Q: 3 clusters Score -8611896 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -8613702.000000 Penalty: 3682.772461
	Iteration 7Q: 3 clusters Score -8613702 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -8616133.000000 Penalty: 3682.772461
	Iteration 8F: 3 clusters Score -8616133 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -8619274.000000 Penalty: 3682.772461
	Iteration 9F: 3 clusters Score -8619274 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -8622524.000000 Penalty: 3682.772461
	Iteration 10F: 3 clusters Score -8622524 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -8624444.000000 Penalty: 3682.772461
	Iteration 11Q: 3 clusters Score -8624444 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -8625207.000000 Penalty: 3682.772461
	Iteration 12Q: 3 clusters Score -8625207 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -8625474.000000 Penalty: 3682.772461
	Iteration 13Q: 3 clusters Score -8625474 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -8625675.000000 Penalty: 3682.772461
	Iteration 14Q: 3 clusters Score -8625675 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -8625839.000000 Penalty: 3682.772461
	Iteration 15Q: 3 clusters Score -8625839 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -8625971.000000 Penalty: 3682.772461
	Iteration 16Q: 3 clusters Score -8625971 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -8626132.000000 Penalty: 3682.772461
	Iteration 17Q: 3 clusters Score -8626132 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8626241.000000 Penalty: 3682.772461
	Iteration 18Q: 3 clusters Score -8626241 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -8626344.000000 Penalty: 3682.772461
	Iteration 19Q: 3 clusters Score -8626344 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -8626486.000000 Penalty: 3682.772461
	Iteration 20F: 3 clusters Score -8626486 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -8626613.000000 Penalty: 3682.772461
	Iteration 21Q: 3 clusters Score -8626613 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -8626753.000000 Penalty: 3682.772461
	Iteration 22Q: 3 clusters Score -8626753 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -8626900.000000 Penalty: 3682.772461
	Iteration 23Q: 3 clusters Score -8626900 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -8627060.000000 Penalty: 3682.772461
	Iteration 24Q: 3 clusters Score -8627060 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -8627246.000000 Penalty: 3682.772461
	Iteration 25Q: 3 clusters Score -8627246 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -8627411.000000 Penalty: 3682.772461
	Iteration 26Q: 3 clusters Score -8627411 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -8627586.000000 Penalty: 3682.772461
	Iteration 27Q: 3 clusters Score -8627586 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -8627834.000000 Penalty: 3682.772461
	Iteration 28Q: 3 clusters Score -8627834 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -8628099.000000 Penalty: 3682.772461
	Iteration 29Q: 3 clusters Score -8628099 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -8628440.000000 Penalty: 3682.772461
	Iteration 30Q: 3 clusters Score -8628440 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -8628778.000000 Penalty: 3682.772461
	Iteration 31Q: 3 clusters Score -8628778 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -8629091.000000 Penalty: 3682.772461
	Iteration 32Q: 3 clusters Score -8629091 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -8629440.000000 Penalty: 3682.772461
	Iteration 33Q: 3 clusters Score -8629440 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -8629834.000000 Penalty: 3682.772461
	Iteration 34Q: 3 clusters Score -8629834 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -8630215.000000 Penalty: 3682.772461
	Iteration 35Q: 3 clusters Score -8630215 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -8630584.000000 Penalty: 3682.772461
	Iteration 36Q: 3 clusters Score -8630584 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -8630978.000000 Penalty: 3682.772461
	Iteration 37Q: 3 clusters Score -8630978 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -8631396.000000 Penalty: 3682.772461
	Iteration 38Q: 3 clusters Score -8631396 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -8631844.000000 Penalty: 3682.772461
	Iteration 39Q: 3 clusters Score -8631844 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -8632242.000000 Penalty: 3682.772461
	Iteration 40F: 3 clusters Score -8632242 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -8632693.000000 Penalty: 3682.772461
	Iteration 41Q: 3 clusters Score -8632693 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -8633165.000000 Penalty: 3682.772461
	Iteration 42Q: 3 clusters Score -8633165 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -8633579.000000 Penalty: 3682.772461
	Iteration 43Q: 3 clusters Score -8633579 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -8633984.000000 Penalty: 3682.772461
	Iteration 44Q: 3 clusters Score -8633984 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -8634441.000000 Penalty: 3682.772461
	Iteration 45Q: 3 clusters Score -8634441 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -8634919.000000 Penalty: 3682.772461
	Iteration 46Q: 3 clusters Score -8634919 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -8635380.000000 Penalty: 3682.772461
	Iteration 47Q: 3 clusters Score -8635380 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -8635815.000000 Penalty: 3682.772461
	Iteration 48Q: 3 clusters Score -8635815 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -8636283.000000 Penalty: 3682.772461
	Iteration 49Q: 3 clusters Score -8636283 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -8636708.000000 Penalty: 3682.772461
	Iteration 50Q: 3 clusters Score -8636708 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -8637084.000000 Penalty: 3682.772461
	Iteration 51Q: 3 clusters Score -8637084 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -8637374.000000 Penalty: 3682.772461
	Iteration 52Q: 3 clusters Score -8637374 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -8637650.000000 Penalty: 3682.772461
	Iteration 53Q: 3 clusters Score -8637650 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -8637921.000000 Penalty: 3682.772461
	Iteration 54Q: 3 clusters Score -8637921 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -8638085.000000 Penalty: 3682.772461
	Iteration 55Q: 3 clusters Score -8638085 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 81170 members 
Entering Unmasked Estep 
Score: -8638239.000000 Penalty: 3682.772461
	Iteration 56Q: 3 clusters Score -8638239 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -8638398.000000 Penalty: 3682.772461
	Iteration 57Q: 3 clusters Score -8638398 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 81730 members 
Entering Unmasked Estep 
Score: -8638523.000000 Penalty: 3682.772461
	Iteration 58Q: 3 clusters Score -8638523 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 81932 members 
Entering Unmasked Estep 
Score: -8638623.000000 Penalty: 3682.772461
	Iteration 59Q: 3 clusters Score -8638623 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -8638677.000000 Penalty: 3682.772461
	Iteration 60F: 3 clusters Score -8638677 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -8638723.000000 Penalty: 3682.772461
	Iteration 61Q: 3 clusters Score -8638723 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -8638807.000000 Penalty: 3682.772461
	Iteration 62Q: 3 clusters Score -8638807 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -8638853.000000 Penalty: 3682.772461
	Iteration 63Q: 3 clusters Score -8638853 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -8638881.000000 Penalty: 3682.772461
	Iteration 64Q: 3 clusters Score -8638881 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -8638914.000000 Penalty: 3682.772461
	Iteration 65Q: 3 clusters Score -8638914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -8638932.000000 Penalty: 3682.772461
	Iteration 66Q: 3 clusters Score -8638932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -8638968.000000 Penalty: 3682.772461
	Iteration 67Q: 3 clusters Score -8638968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -8638996.000000 Penalty: 3682.772461
	Iteration 68Q: 3 clusters Score -8638996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -8639023.000000 Penalty: 3682.772461
	Iteration 69Q: 3 clusters Score -8639023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -8639039.000000 Penalty: 3682.772461
	Iteration 70Q: 3 clusters Score -8639039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -8639047.000000 Penalty: 3682.772461
	Iteration 71Q: 3 clusters Score -8639047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -8639057.000000 Penalty: 3682.772461
	Iteration 72Q: 3 clusters Score -8639057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -8639063.000000 Penalty: 3682.772461
	Iteration 73Q: 3 clusters Score -8639063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -8639080.000000 Penalty: 3682.772461
	Iteration 74Q: 3 clusters Score -8639080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -8639077.000000 Penalty: 3682.772461
	Iteration 75Q: 3 clusters Score -8639077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -8639073.000000 Penalty: 3682.772461
	Iteration 76Q: 3 clusters Score -8639073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -8639077.000000 Penalty: 3682.772461
	Iteration 77Q: 3 clusters Score -8639077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 82886 members 
Entering Unmasked Estep 
Score: -8639082.000000 Penalty: 3682.772461
	Iteration 78Q: 3 clusters Score -8639082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -8639088.000000 Penalty: 3682.772461
	Iteration 79Q: 3 clusters Score -8639088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -8639096.000000 Penalty: 3682.772461
	Iteration 80F: 3 clusters Score -8639096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 82908 members 
Entering Unmasked Estep 
Score: -8639098.000000 Penalty: 3682.772461
	Iteration 81Q: 3 clusters Score -8639098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -8639095.000000 Penalty: 3682.772461
	Iteration 82Q: 3 clusters Score -8639095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -8639097.000000 Penalty: 3682.772461
	Iteration 83Q: 3 clusters Score -8639097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -8639102.000000 Penalty: 3682.772461
	Iteration 84Q: 3 clusters Score -8639102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -8639109.000000 Penalty: 3682.772461
	Iteration 85Q: 3 clusters Score -8639109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -8639102.000000 Penalty: 3682.772461
	Iteration 86Q: 3 clusters Score -8639102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -8639102.000000 Penalty: 3682.772461
	Iteration 87F: 3 clusters Score -8639102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Entering Unmasked Estep 
Score: -7114974.000000 Penalty: 1810.373413
	Iteration 0F: 2 clusters Score -7114974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -7068913.000000 Penalty: 3620.746826
	Iteration 0F: 3 clusters Score -7068913 nChanged 32620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -7087480.000000 Penalty: 3620.746826
	Iteration 1F: 3 clusters Score -7087480 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -7087977.000000 Penalty: 3620.746826
	Iteration 2Q: 3 clusters Score -7087977 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -7088836.000000 Penalty: 3620.746826
	Iteration 3Q: 3 clusters Score -7088836 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -7089921.000000 Penalty: 3620.746826
	Iteration 4Q: 3 clusters Score -7089921 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -7091464.500000 Penalty: 3620.746826
	Iteration 5Q: 3 clusters Score -7091464 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -7093581.000000 Penalty: 3620.746826
	Iteration 6Q: 3 clusters Score -7093581 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -7096454.500000 Penalty: 3620.746826
	Iteration 7F: 3 clusters Score -7096454 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -7099607.000000 Penalty: 3620.746826
	Iteration 8F: 3 clusters Score -7099607 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -7102489.000000 Penalty: 3620.746826
	Iteration 9F: 3 clusters Score -7102489 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -7104353.500000 Penalty: 3620.746826
	Iteration 10Q: 3 clusters Score -7104354 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -7105322.000000 Penalty: 3620.746826
	Iteration 11Q: 3 clusters Score -7105322 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -7105797.500000 Penalty: 3620.746826
	Iteration 12Q: 3 clusters Score -7105798 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -7106068.500000 Penalty: 3620.746826
	Iteration 13Q: 3 clusters Score -7106068 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -7106376.000000 Penalty: 3620.746826
	Iteration 14Q: 3 clusters Score -7106376 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -7106602.000000 Penalty: 3620.746826
	Iteration 15Q: 3 clusters Score -7106602 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -7106909.500000 Penalty: 3620.746826
	Iteration 16Q: 3 clusters Score -7106910 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -7107214.000000 Penalty: 3620.746826
	Iteration 17Q: 3 clusters Score -7107214 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -7107586.500000 Penalty: 3620.746826
	Iteration 18Q: 3 clusters Score -7107586 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -7107975.500000 Penalty: 3620.746826
	Iteration 19Q: 3 clusters Score -7107976 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -7108368.500000 Penalty: 3620.746826
	Iteration 20F: 3 clusters Score -7108368 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -7108787.500000 Penalty: 3620.746826
	Iteration 21Q: 3 clusters Score -7108788 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -7109190.500000 Penalty: 3620.746826
	Iteration 22Q: 3 clusters Score -7109190 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -7109620.500000 Penalty: 3620.746826
	Iteration 23Q: 3 clusters Score -7109620 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -7109988.500000 Penalty: 3620.746826
	Iteration 24Q: 3 clusters Score -7109988 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -7110381.000000 Penalty: 3620.746826
	Iteration 25Q: 3 clusters Score -7110381 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -7110755.500000 Penalty: 3620.746826
	Iteration 26Q: 3 clusters Score -7110756 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -7111127.500000 Penalty: 3620.746826
	Iteration 27Q: 3 clusters Score -7111128 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -7111484.000000 Penalty: 3620.746826
	Iteration 28Q: 3 clusters Score -7111484 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -7111801.500000 Penalty: 3620.746826
	Iteration 29Q: 3 clusters Score -7111802 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -7112095.500000 Penalty: 3620.746826
	Iteration 30Q: 3 clusters Score -7112096 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -7112411.500000 Penalty: 3620.746826
	Iteration 31Q: 3 clusters Score -7112412 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -7112626.500000 Penalty: 3620.746826
	Iteration 32Q: 3 clusters Score -7112626 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -7112846.000000 Penalty: 3620.746826
	Iteration 33Q: 3 clusters Score -7112846 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -7112994.000000 Penalty: 3620.746826
	Iteration 34Q: 3 clusters Score -7112994 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -7113108.000000 Penalty: 3620.746826
	Iteration 35Q: 3 clusters Score -7113108 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -7113186.500000 Penalty: 3620.746826
	Iteration 36Q: 3 clusters Score -7113186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -7113253.000000 Penalty: 3620.746826
	Iteration 37Q: 3 clusters Score -7113253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -7113300.000000 Penalty: 3620.746826
	Iteration 38Q: 3 clusters Score -7113300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -7113344.500000 Penalty: 3620.746826
	Iteration 39Q: 3 clusters Score -7113344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -7113376.000000 Penalty: 3620.746826
	Iteration 40F: 3 clusters Score -7113376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -7113384.500000 Penalty: 3620.746826
	Iteration 41Q: 3 clusters Score -7113384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 68391 members 
Entering Unmasked Estep 
Score: -7113394.000000 Penalty: 3620.746826
	Iteration 42Q: 3 clusters Score -7113394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
Score: -7113414.500000 Penalty: 3620.746826
	Iteration 43Q: 3 clusters Score -7113414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -7113434.500000 Penalty: 3620.746826
	Iteration 44Q: 3 clusters Score -7113434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -7113446.000000 Penalty: 3620.746826
	Iteration 45Q: 3 clusters Score -7113446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -7113452.000000 Penalty: 3620.746826
	Iteration 46Q: 3 clusters Score -7113452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -7113451.500000 Penalty: 3620.746826
	Iteration 47Q: 3 clusters Score -7113452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -7113451.500000 Penalty: 3620.746826
	Iteration 48Q: 3 clusters Score -7113452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -7113449.000000 Penalty: 3620.746826
	Iteration 49Q: 3 clusters Score -7113449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -7113451.000000 Penalty: 3620.746826
	Iteration 50Q: 3 clusters Score -7113451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -7113451.500000 Penalty: 3620.746826
	Iteration 51Q: 3 clusters Score -7113452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -7113452.000000 Penalty: 3620.746826
	Iteration 52Q: 3 clusters Score -7113452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -7113455.500000 Penalty: 3620.746826
	Iteration 53Q: 3 clusters Score -7113456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -7113456.500000 Penalty: 3620.746826
	Iteration 54Q: 3 clusters Score -7113456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -7113455.500000 Penalty: 3620.746826
	Iteration 55Q: 3 clusters Score -7113456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -7113455.500000 Penalty: 3620.746826
	Iteration 56F: 3 clusters Score -7113456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Entering Unmasked Estep 
Score: -7239045.000000 Penalty: 1812.700195
	Iteration 0F: 2 clusters Score -7239045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -7192231.000000 Penalty: 3625.400391
	Iteration 0F: 3 clusters Score -7192231 nChanged 33125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -7211444.000000 Penalty: 3625.400391
	Iteration 1F: 3 clusters Score -7211444 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -7212063.000000 Penalty: 3625.400391
	Iteration 2Q: 3 clusters Score -7212063 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -7212810.500000 Penalty: 3625.400391
	Iteration 3Q: 3 clusters Score -7212810 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -7213901.500000 Penalty: 3625.400391
	Iteration 4Q: 3 clusters Score -7213902 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -7215474.500000 Penalty: 3625.400391
	Iteration 5Q: 3 clusters Score -7215474 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -7217874.500000 Penalty: 3625.400391
	Iteration 6F: 3 clusters Score -7217874 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -7221134.000000 Penalty: 3625.400391
	Iteration 7F: 3 clusters Score -7221134 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -7224897.500000 Penalty: 3625.400391
	Iteration 8F: 3 clusters Score -7224898 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -7228159.000000 Penalty: 3625.400391
	Iteration 9F: 3 clusters Score -7228159 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -7230476.500000 Penalty: 3625.400391
	Iteration 10Q: 3 clusters Score -7230476 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -7232046.000000 Penalty: 3625.400391
	Iteration 11Q: 3 clusters Score -7232046 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -7232984.000000 Penalty: 3625.400391
	Iteration 12Q: 3 clusters Score -7232984 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -7233741.500000 Penalty: 3625.400391
	Iteration 13Q: 3 clusters Score -7233742 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -7234343.500000 Penalty: 3625.400391
	Iteration 14Q: 3 clusters Score -7234344 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -7234843.500000 Penalty: 3625.400391
	Iteration 15Q: 3 clusters Score -7234844 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7235274.000000 Penalty: 3625.400391
	Iteration 16Q: 3 clusters Score -7235274 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -7235673.000000 Penalty: 3625.400391
	Iteration 17Q: 3 clusters Score -7235673 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7236045.000000 Penalty: 3625.400391
	Iteration 18Q: 3 clusters Score -7236045 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7236313.500000 Penalty: 3625.400391
	Iteration 19Q: 3 clusters Score -7236314 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7236565.000000 Penalty: 3625.400391
	Iteration 20F: 3 clusters Score -7236565 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7236744.500000 Penalty: 3625.400391
	Iteration 21Q: 3 clusters Score -7236744 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7236931.500000 Penalty: 3625.400391
	Iteration 22Q: 3 clusters Score -7236932 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7237056.000000 Penalty: 3625.400391
	Iteration 23Q: 3 clusters Score -7237056 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7237174.500000 Penalty: 3625.400391
	Iteration 24Q: 3 clusters Score -7237174 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7237267.500000 Penalty: 3625.400391
	Iteration 25Q: 3 clusters Score -7237268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7237335.500000 Penalty: 3625.400391
	Iteration 26Q: 3 clusters Score -7237336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7237385.000000 Penalty: 3625.400391
	Iteration 27Q: 3 clusters Score -7237385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7237406.500000 Penalty: 3625.400391
	Iteration 28Q: 3 clusters Score -7237406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7237418.000000 Penalty: 3625.400391
	Iteration 29Q: 3 clusters Score -7237418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7237435.500000 Penalty: 3625.400391
	Iteration 30Q: 3 clusters Score -7237436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7237440.000000 Penalty: 3625.400391
	Iteration 31Q: 3 clusters Score -7237440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7237443.500000 Penalty: 3625.400391
	Iteration 32Q: 3 clusters Score -7237444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7237464.000000 Penalty: 3625.400391
	Iteration 33Q: 3 clusters Score -7237464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7237465.500000 Penalty: 3625.400391
	Iteration 34Q: 3 clusters Score -7237466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7237466.000000 Penalty: 3625.400391
	Iteration 35Q: 3 clusters Score -7237466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7237477.500000 Penalty: 3625.400391
	Iteration 36Q: 3 clusters Score -7237478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7237466.000000 Penalty: 3625.400391
	Iteration 37Q: 3 clusters Score -7237466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7237472.500000 Penalty: 3625.400391
	Iteration 38Q: 3 clusters Score -7237472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7237480.500000 Penalty: 3625.400391
	Iteration 39Q: 3 clusters Score -7237480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7237475.500000 Penalty: 3625.400391
	Iteration 40F: 3 clusters Score -7237476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7237473.500000 Penalty: 3625.400391
	Iteration 41Q: 3 clusters Score -7237474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7237471.500000 Penalty: 3625.400391
	Iteration 42Q: 3 clusters Score -7237472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7237477.000000 Penalty: 3625.400391
	Iteration 43Q: 3 clusters Score -7237477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7237472.500000 Penalty: 3625.400391
	Iteration 44Q: 3 clusters Score -7237472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7237477.500000 Penalty: 3625.400391
	Iteration 45Q: 3 clusters Score -7237478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7237479.000000 Penalty: 3625.400391
	Iteration 46Q: 3 clusters Score -7237479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7237485.000000 Penalty: 3625.400391
	Iteration 47Q: 3 clusters Score -7237485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7237479.500000 Penalty: 3625.400391
	Iteration 48Q: 3 clusters Score -7237480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7237487.000000 Penalty: 3625.400391
	Iteration 49Q: 3 clusters Score -7237487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7237486.000000 Penalty: 3625.400391
	Iteration 50Q: 3 clusters Score -7237486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7237486.500000 Penalty: 3625.400391
	Iteration 51Q: 3 clusters Score -7237486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7237487.500000 Penalty: 3625.400391
	Iteration 52Q: 3 clusters Score -7237488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7237485.500000 Penalty: 3625.400391
	Iteration 53Q: 3 clusters Score -7237486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7237487.500000 Penalty: 3625.400391
	Iteration 54Q: 3 clusters Score -7237488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7237491.000000 Penalty: 3625.400391
	Iteration 55Q: 3 clusters Score -7237491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7237491.000000 Penalty: 3625.400391
	Iteration 56F: 3 clusters Score -7237491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 29097 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 36798 members 
Mstep: Class 11 contains 148418 members 
Mstep: Class 12 contains 331234 members 
Mstep: Class 14 contains 49644 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 83417 members 
Mstep: Class 20 contains 68924 members 
Mstep: Class 21 contains 69918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147576.000000 Penalty: 33526.671875
Iteration 359Q: 16 clusters Score -9.414758e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 29147 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 49108 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 6681 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 9 contains 36833 members 
Mstep: Class 11 contains 147760 members 
Mstep: Class 12 contains 331354 members 
Mstep: Class 14 contains 49716 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 83514 members 
Mstep: Class 20 contains 69046 members 
Mstep: Class 21 contains 70097 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 360F: 16 clusters Score -9.414757e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 29202 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 49151 members 
Mstep: Class 6 contains 3059 members 
Mstep: Class 7 contains 6674 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 36868 members 
Mstep: Class 11 contains 147064 members 
Mstep: Class 12 contains 331482 members 
Mstep: Class 14 contains 49779 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 83614 members 
Mstep: Class 20 contains 69180 members 
Mstep: Class 21 contains 70292 members 
Entering Unmasked Estep 
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Iteration 361Q: 16 clusters Score -9.414746e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 29266 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 49206 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 36909 members 
Mstep: Class 11 contains 146322 members 
Mstep: Class 12 contains 331633 members 
Mstep: Class 14 contains 49849 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 83711 members 
Mstep: Class 20 contains 69311 members 
Mstep: Class 21 contains 70485 members 
Entering Unmasked Estep 
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Iteration 362Q: 16 clusters Score -9.414724e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 29302 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 49260 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 2547 members 
Mstep: Class 9 contains 36965 members 
Mstep: Class 11 contains 145561 members 
Mstep: Class 12 contains 331788 members 
Mstep: Class 14 contains 49920 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 83801 members 
Mstep: Class 20 contains 69451 members 
Mstep: Class 21 contains 70705 members 
Entering Unmasked Estep 
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Iteration 363Q: 16 clusters Score -9.414708e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 29347 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 6651 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 37026 members 
Mstep: Class 11 contains 144773 members 
Mstep: Class 12 contains 331921 members 
Mstep: Class 14 contains 50002 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 83899 members 
Mstep: Class 20 contains 69588 members 
Mstep: Class 21 contains 70908 members 
Entering Unmasked Estep 
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Iteration 364Q: 16 clusters Score -9.414679e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 29397 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 49417 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 6642 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 9 contains 37105 members 
Mstep: Class 11 contains 143979 members 
Mstep: Class 12 contains 332030 members 
Mstep: Class 14 contains 50083 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 83992 members 
Mstep: Class 20 contains 69746 members 
Mstep: Class 21 contains 71105 members 
Entering Unmasked Estep 
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Iteration 365Q: 16 clusters Score -9.414673e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 29443 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 49498 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 6635 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 37189 members 
Mstep: Class 11 contains 143091 members 
Mstep: Class 12 contains 332226 members 
Mstep: Class 14 contains 50166 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 84090 members 
Mstep: Class 20 contains 69915 members 
Mstep: Class 21 contains 71319 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 366Q: 16 clusters Score -9.414702e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 29509 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 49581 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 6627 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 37285 members 
Mstep: Class 11 contains 142101 members 
Mstep: Class 12 contains 332426 members 
Mstep: Class 14 contains 50253 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 84207 members 
Mstep: Class 20 contains 70082 members 
Mstep: Class 21 contains 71563 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 367Q: 16 clusters Score -9.41468e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 29564 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 49669 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 37374 members 
Mstep: Class 11 contains 141117 members 
Mstep: Class 12 contains 332655 members 
Mstep: Class 14 contains 50357 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 84294 members 
Mstep: Class 20 contains 70240 members 
Mstep: Class 21 contains 71797 members 
Entering Unmasked Estep 
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Iteration 368Q: 16 clusters Score -9.414662e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 29631 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 49771 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 6609 members 
Mstep: Class 8 contains 2527 members 
Mstep: Class 9 contains 37478 members 
Mstep: Class 11 contains 140045 members 
Mstep: Class 12 contains 332859 members 
Mstep: Class 14 contains 50465 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 84406 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 72041 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 369Q: 16 clusters Score -9.414641e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 29695 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 49907 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 6605 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 37569 members 
Mstep: Class 11 contains 138994 members 
Mstep: Class 12 contains 333037 members 
Mstep: Class 14 contains 50600 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 84518 members 
Mstep: Class 20 contains 70589 members 
Mstep: Class 21 contains 72272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146360.000000 Penalty: 33526.671875
Iteration 370Q: 16 clusters Score -9.414636e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 29752 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 50070 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 6600 members 
Mstep: Class 8 contains 2518 members 
Mstep: Class 9 contains 37660 members 
Mstep: Class 11 contains 137894 members 
Mstep: Class 12 contains 333187 members 
Mstep: Class 14 contains 50745 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 84648 members 
Mstep: Class 20 contains 70772 members 
Mstep: Class 21 contains 72509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146320.000000 Penalty: 33526.671875
Iteration 371Q: 16 clusters Score -9.414632e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 29819 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 50251 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 6591 members 
Mstep: Class 8 contains 2514 members 
Mstep: Class 9 contains 37746 members 
Mstep: Class 11 contains 136744 members 
Mstep: Class 12 contains 333351 members 
Mstep: Class 14 contains 50889 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 84777 members 
Mstep: Class 20 contains 70972 members 
Mstep: Class 21 contains 72732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146176.000000 Penalty: 33526.671875
Iteration 372Q: 16 clusters Score -9.414618e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 29893 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 50408 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 6580 members 
Mstep: Class 8 contains 2510 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 11 contains 135575 members 
Mstep: Class 12 contains 333566 members 
Mstep: Class 14 contains 51035 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 84895 members 
Mstep: Class 20 contains 71182 members 
Mstep: Class 21 contains 72969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146024.000000 Penalty: 33526.671875
Iteration 373Q: 16 clusters Score -9.414602e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 29972 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 50562 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 6569 members 
Mstep: Class 8 contains 2506 members 
Mstep: Class 9 contains 37868 members 
Mstep: Class 11 contains 134383 members 
Mstep: Class 12 contains 333773 members 
Mstep: Class 14 contains 51206 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 85027 members 
Mstep: Class 20 contains 71402 members 
Mstep: Class 21 contains 73217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145768.000000 Penalty: 33526.671875
Iteration 374Q: 16 clusters Score -9.414577e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 30033 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 50725 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 6562 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 37924 members 
Mstep: Class 11 contains 133168 members 
Mstep: Class 12 contains 333959 members 
Mstep: Class 14 contains 51356 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 85173 members 
Mstep: Class 20 contains 71619 members 
Mstep: Class 21 contains 73503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145760.000000 Penalty: 33526.671875
Iteration 375Q: 16 clusters Score -9.414576e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 30099 members 
Mstep: Class 3 contains 2033 members 
Mstep: Class 4 contains 50869 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 6554 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 38009 members 
Mstep: Class 11 contains 131982 members 
Mstep: Class 12 contains 334085 members 
Mstep: Class 14 contains 51512 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 85318 members 
Mstep: Class 20 contains 71860 members 
Mstep: Class 21 contains 73779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145632.000000 Penalty: 33526.671875
Iteration 376Q: 16 clusters Score -9.414563e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 30164 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 51019 members 
Mstep: Class 6 contains 3111 members 
Mstep: Class 7 contains 6546 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 38108 members 
Mstep: Class 11 contains 130825 members 
Mstep: Class 12 contains 334183 members 
Mstep: Class 14 contains 51677 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 85460 members 
Mstep: Class 20 contains 72083 members 
Mstep: Class 21 contains 74037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145632.000000 Penalty: 33526.671875
Iteration 377Q: 16 clusters Score -9.414563e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 30231 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 51182 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 6540 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 38203 members 
Mstep: Class 11 contains 129631 members 
Mstep: Class 12 contains 334318 members 
Mstep: Class 14 contains 51838 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 85621 members 
Mstep: Class 20 contains 72295 members 
Mstep: Class 21 contains 74282 members 
Entering Unmasked Estep 
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Score: -94145624.000000 Penalty: 33526.671875
Iteration 378Q: 16 clusters Score -9.414562e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 30293 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 51353 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 6534 members 
Mstep: Class 8 contains 2490 members 
Mstep: Class 9 contains 38285 members 
Mstep: Class 11 contains 128461 members 
Mstep: Class 12 contains 334425 members 
Mstep: Class 14 contains 52001 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 85784 members 
Mstep: Class 20 contains 72529 members 
Mstep: Class 21 contains 74524 members 
Entering Unmasked Estep 
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Iteration 379Q: 16 clusters Score -9.414546e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 30366 members 
Mstep: Class 3 contains 2023 members 
Mstep: Class 4 contains 51538 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 2487 members 
Mstep: Class 9 contains 38363 members 
Mstep: Class 11 contains 127256 members 
Mstep: Class 12 contains 334525 members 
Mstep: Class 14 contains 52180 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 85928 members 
Mstep: Class 20 contains 72760 members 
Mstep: Class 21 contains 74792 members 
Entering Unmasked Estep 
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Score: -94145640.000000 Penalty: 33526.671875
Iteration 380F: 16 clusters Score -9.414564e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 30445 members 
Mstep: Class 3 contains 2021 members 
Mstep: Class 4 contains 51702 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 2486 members 
Mstep: Class 9 contains 38439 members 
Mstep: Class 11 contains 126026 members 
Mstep: Class 12 contains 334661 members 
Mstep: Class 14 contains 52351 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 86071 members 
Mstep: Class 20 contains 73005 members 
Mstep: Class 21 contains 75073 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 381Q: 16 clusters Score -9.414574e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 30510 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 51853 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6507 members 
Mstep: Class 8 contains 2483 members 
Mstep: Class 9 contains 38514 members 
Mstep: Class 11 contains 124839 members 
Mstep: Class 12 contains 334770 members 
Mstep: Class 14 contains 52524 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 86229 members 
Mstep: Class 20 contains 73265 members 
Mstep: Class 21 contains 75340 members 
Entering Unmasked Estep 
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Iteration 382Q: 16 clusters Score -9.414561e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 30588 members 
Mstep: Class 3 contains 2015 members 
Mstep: Class 4 contains 51998 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 6500 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 38600 members 
Mstep: Class 11 contains 123643 members 
Mstep: Class 12 contains 334863 members 
Mstep: Class 14 contains 52698 members 
Mstep: Class 16 contains 3340 members 
Mstep: Class 17 contains 86405 members 
Mstep: Class 20 contains 73535 members 
Mstep: Class 21 contains 75596 members 
Entering Unmasked Estep 
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Iteration 383Q: 16 clusters Score -9.414557e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 30670 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 52144 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 2475 members 
Mstep: Class 9 contains 38678 members 
Mstep: Class 11 contains 122469 members 
Mstep: Class 12 contains 334948 members 
Mstep: Class 14 contains 52848 members 
Mstep: Class 16 contains 3360 members 
Mstep: Class 17 contains 86575 members 
Mstep: Class 20 contains 73811 members 
Mstep: Class 21 contains 75837 members 
Entering Unmasked Estep 
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Iteration 384Q: 16 clusters Score -9.414566e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 30766 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 52295 members 
Mstep: Class 6 contains 3195 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 38745 members 
Mstep: Class 11 contains 121220 members 
Mstep: Class 12 contains 335051 members 
Mstep: Class 14 contains 53021 members 
Mstep: Class 16 contains 3364 members 
Mstep: Class 17 contains 86780 members 
Mstep: Class 20 contains 74096 members 
Mstep: Class 21 contains 76084 members 
Entering Unmasked Estep 
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Iteration 385Q: 16 clusters Score -9.414548e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 30882 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 52447 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 38822 members 
Mstep: Class 11 contains 119913 members 
Mstep: Class 12 contains 335104 members 
Mstep: Class 14 contains 53185 members 
Mstep: Class 16 contains 3368 members 
Mstep: Class 17 contains 86988 members 
Mstep: Class 20 contains 74419 members 
Mstep: Class 21 contains 76375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145520.000000 Penalty: 33526.671875
Iteration 386Q: 16 clusters Score -9.414552e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 30997 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 52588 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 2457 members 
Mstep: Class 9 contains 38880 members 
Mstep: Class 11 contains 118570 members 
Mstep: Class 12 contains 335156 members 
Mstep: Class 14 contains 53364 members 
Mstep: Class 16 contains 3370 members 
Mstep: Class 17 contains 87174 members 
Mstep: Class 20 contains 74755 members 
Mstep: Class 21 contains 76711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145536.000000 Penalty: 33526.671875
Iteration 387Q: 16 clusters Score -9.414554e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 31082 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 52727 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 38950 members 
Mstep: Class 11 contains 117204 members 
Mstep: Class 12 contains 335254 members 
Mstep: Class 14 contains 53534 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 87374 members 
Mstep: Class 20 contains 75079 members 
Mstep: Class 21 contains 77064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145576.000000 Penalty: 33526.671875
Iteration 388Q: 16 clusters Score -9.414558e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 31178 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 52844 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 39021 members 
Mstep: Class 11 contains 115801 members 
Mstep: Class 12 contains 335408 members 
Mstep: Class 14 contains 53717 members 
Mstep: Class 16 contains 3369 members 
Mstep: Class 17 contains 87560 members 
Mstep: Class 20 contains 75413 members 
Mstep: Class 21 contains 77423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145408.000000 Penalty: 33526.671875
Iteration 389Q: 16 clusters Score -9.414541e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 31282 members 
Mstep: Class 3 contains 2005 members 
Mstep: Class 4 contains 52998 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 6388 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 39071 members 
Mstep: Class 11 contains 114412 members 
Mstep: Class 12 contains 335533 members 
Mstep: Class 14 contains 53886 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 87744 members 
Mstep: Class 20 contains 75730 members 
Mstep: Class 21 contains 77825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145424.000000 Penalty: 33526.671875
Iteration 390Q: 16 clusters Score -9.414542e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 31400 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 53147 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 39121 members 
Mstep: Class 11 contains 112981 members 
Mstep: Class 12 contains 335663 members 
Mstep: Class 14 contains 54082 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 17 contains 87934 members 
Mstep: Class 20 contains 76050 members 
Mstep: Class 21 contains 78204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145184.000000 Penalty: 33526.671875
Iteration 391Q: 16 clusters Score -9.414518e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 31518 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 53301 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 39182 members 
Mstep: Class 11 contains 111594 members 
Mstep: Class 12 contains 335727 members 
Mstep: Class 14 contains 54284 members 
Mstep: Class 16 contains 3331 members 
Mstep: Class 17 contains 88133 members 
Mstep: Class 20 contains 76370 members 
Mstep: Class 21 contains 78581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145352.000000 Penalty: 33526.671875
Iteration 392Q: 16 clusters Score -9.414535e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 31613 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 39242 members 
Mstep: Class 11 contains 110203 members 
Mstep: Class 12 contains 335783 members 
Mstep: Class 14 contains 54471 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 88353 members 
Mstep: Class 20 contains 76708 members 
Mstep: Class 21 contains 78975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145336.000000 Penalty: 33526.671875
Iteration 393Q: 16 clusters Score -9.414534e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 31728 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 53590 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 7 contains 6340 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 39293 members 
Mstep: Class 11 contains 108828 members 
Mstep: Class 12 contains 335865 members 
Mstep: Class 14 contains 54659 members 
Mstep: Class 16 contains 3298 members 
Mstep: Class 17 contains 88573 members 
Mstep: Class 20 contains 77025 members 
Mstep: Class 21 contains 79380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145240.000000 Penalty: 33526.671875
Iteration 394Q: 16 clusters Score -9.414524e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 31816 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 53705 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 6332 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 39344 members 
Mstep: Class 11 contains 107437 members 
Mstep: Class 12 contains 336000 members 
Mstep: Class 14 contains 54840 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 88789 members 
Mstep: Class 20 contains 77320 members 
Mstep: Class 21 contains 79819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145272.000000 Penalty: 33526.671875
Iteration 395Q: 16 clusters Score -9.414527e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 53842 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 6320 members 
Mstep: Class 8 contains 2401 members 
Mstep: Class 9 contains 39410 members 
Mstep: Class 11 contains 106087 members 
Mstep: Class 12 contains 336137 members 
Mstep: Class 14 contains 55008 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 89007 members 
Mstep: Class 20 contains 77574 members 
Mstep: Class 21 contains 80252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145224.000000 Penalty: 33526.671875
Iteration 396Q: 16 clusters Score -9.414522e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 31968 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 53964 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 6309 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 39480 members 
Mstep: Class 11 contains 104772 members 
Mstep: Class 12 contains 336259 members 
Mstep: Class 14 contains 55201 members 
Mstep: Class 16 contains 3242 members 
Mstep: Class 17 contains 89230 members 
Mstep: Class 20 contains 77820 members 
Mstep: Class 21 contains 80644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145408.000000 Penalty: 33526.671875
Iteration 397Q: 16 clusters Score -9.414541e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 32048 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 54123 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 6296 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 9 contains 39540 members 
Mstep: Class 11 contains 103498 members 
Mstep: Class 12 contains 336382 members 
Mstep: Class 14 contains 55370 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 17 contains 89424 members 
Mstep: Class 20 contains 78059 members 
Mstep: Class 21 contains 81031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145544.000000 Penalty: 33526.671875
Iteration 398Q: 16 clusters Score -9.414554e+07 nChanged 1935
Entering ConstructFrom: 
Score: -94145544.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (54036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Entering Unmasked Estep 
Score: -5355514.500000 Penalty: 1770.828369
	Iteration 0F: 2 clusters Score -5355514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5319159.000000 Penalty: 3541.656738
	Iteration 0F: 3 clusters Score -5319159 nChanged 25570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5333680.500000 Penalty: 3541.656738
	Iteration 1F: 3 clusters Score -5333680 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -5334024.500000 Penalty: 3541.656738
	Iteration 2Q: 3 clusters Score -5334024 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -5334382.000000 Penalty: 3541.656738
	Iteration 3Q: 3 clusters Score -5334382 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -5334818.000000 Penalty: 3541.656738
	Iteration 4Q: 3 clusters Score -5334818 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5335310.500000 Penalty: 3541.656738
	Iteration 5Q: 3 clusters Score -5335310 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -5335973.500000 Penalty: 3541.656738
	Iteration 6Q: 3 clusters Score -5335974 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -5336934.500000 Penalty: 3541.656738
	Iteration 7Q: 3 clusters Score -5336934 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5338401.500000 Penalty: 3541.656738
	Iteration 8Q: 3 clusters Score -5338402 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5340575.000000 Penalty: 3541.656738
	Iteration 9F: 3 clusters Score -5340575 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5343469.000000 Penalty: 3541.656738
	Iteration 10F: 3 clusters Score -5343469 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -5346421.500000 Penalty: 3541.656738
	Iteration 11F: 3 clusters Score -5346422 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -5348946.500000 Penalty: 3541.656738
	Iteration 12F: 3 clusters Score -5348946 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -5350692.000000 Penalty: 3541.656738
	Iteration 13Q: 3 clusters Score -5350692 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -5351904.500000 Penalty: 3541.656738
	Iteration 14Q: 3 clusters Score -5351904 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -5352620.500000 Penalty: 3541.656738
	Iteration 15Q: 3 clusters Score -5352620 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -5353064.000000 Penalty: 3541.656738
	Iteration 16Q: 3 clusters Score -5353064 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -5353402.000000 Penalty: 3541.656738
	Iteration 17Q: 3 clusters Score -5353402 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -5353607.000000 Penalty: 3541.656738
	Iteration 18Q: 3 clusters Score -5353607 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -5353749.500000 Penalty: 3541.656738
	Iteration 19Q: 3 clusters Score -5353750 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -5353806.500000 Penalty: 3541.656738
	Iteration 20F: 3 clusters Score -5353806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -5353850.500000 Penalty: 3541.656738
	Iteration 21Q: 3 clusters Score -5353850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -5353889.500000 Penalty: 3541.656738
	Iteration 22Q: 3 clusters Score -5353890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -5353912.000000 Penalty: 3541.656738
	Iteration 23Q: 3 clusters Score -5353912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -5353942.000000 Penalty: 3541.656738
	Iteration 24Q: 3 clusters Score -5353942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -5353951.500000 Penalty: 3541.656738
	Iteration 25Q: 3 clusters Score -5353952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -5353971.500000 Penalty: 3541.656738
	Iteration 26Q: 3 clusters Score -5353972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -5353991.000000 Penalty: 3541.656738
	Iteration 27Q: 3 clusters Score -5353991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -5353993.500000 Penalty: 3541.656738
	Iteration 28Q: 3 clusters Score -5353994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -5354006.500000 Penalty: 3541.656738
	Iteration 29Q: 3 clusters Score -5354006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -5354013.500000 Penalty: 3541.656738
	Iteration 30Q: 3 clusters Score -5354014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -5354026.500000 Penalty: 3541.656738
	Iteration 31Q: 3 clusters Score -5354026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -5354023.000000 Penalty: 3541.656738
	Iteration 32Q: 3 clusters Score -5354023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -5354038.500000 Penalty: 3541.656738
	Iteration 33Q: 3 clusters Score -5354038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -5354046.000000 Penalty: 3541.656738
	Iteration 34Q: 3 clusters Score -5354046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -5354055.000000 Penalty: 3541.656738
	Iteration 35Q: 3 clusters Score -5354055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -5354052.000000 Penalty: 3541.656738
	Iteration 36Q: 3 clusters Score -5354052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -5354060.000000 Penalty: 3541.656738
	Iteration 37Q: 3 clusters Score -5354060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -5354067.000000 Penalty: 3541.656738
	Iteration 38Q: 3 clusters Score -5354067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -5354075.000000 Penalty: 3541.656738
	Iteration 39Q: 3 clusters Score -5354075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -5354078.500000 Penalty: 3541.656738
	Iteration 40F: 3 clusters Score -5354078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -5354082.000000 Penalty: 3541.656738
	Iteration 41Q: 3 clusters Score -5354082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -5354089.000000 Penalty: 3541.656738
	Iteration 42Q: 3 clusters Score -5354089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -5354089.000000 Penalty: 3541.656738
	Iteration 43Q: 3 clusters Score -5354089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -5354089.000000 Penalty: 3541.656738
	Iteration 44F: 3 clusters Score -5354089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Entering Unmasked Estep 
Score: -3313300.500000 Penalty: 1686.437134
	Iteration 0F: 2 clusters Score -3313300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3291714.500000 Penalty: 3372.874268
	Iteration 0F: 3 clusters Score -3291714 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3299961.500000 Penalty: 3372.874268
	Iteration 1F: 3 clusters Score -3299962 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3300419.250000 Penalty: 3372.874268
	Iteration 2Q: 3 clusters Score -3300419 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3300980.750000 Penalty: 3372.874268
	Iteration 3Q: 3 clusters Score -3300981 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3301581.250000 Penalty: 3372.874268
	Iteration 4Q: 3 clusters Score -3301581 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3302480.500000 Penalty: 3372.874268
	Iteration 5F: 3 clusters Score -3302480 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3303765.000000 Penalty: 3372.874268
	Iteration 6F: 3 clusters Score -3303765 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3305496.500000 Penalty: 3372.874268
	Iteration 7F: 3 clusters Score -3305496 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3307461.500000 Penalty: 3372.874268
	Iteration 8F: 3 clusters Score -3307462 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3308731.000000 Penalty: 3372.874268
	Iteration 9F: 3 clusters Score -3308731 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3309248.250000 Penalty: 3372.874268
	Iteration 10Q: 3 clusters Score -3309248 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -3309463.750000 Penalty: 3372.874268
	Iteration 11Q: 3 clusters Score -3309464 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3309583.500000 Penalty: 3372.874268
	Iteration 12Q: 3 clusters Score -3309584 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3309686.750000 Penalty: 3372.874268
	Iteration 13Q: 3 clusters Score -3309687 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3309770.250000 Penalty: 3372.874268
	Iteration 14Q: 3 clusters Score -3309770 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3309862.500000 Penalty: 3372.874268
	Iteration 15Q: 3 clusters Score -3309862 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3309935.250000 Penalty: 3372.874268
	Iteration 16Q: 3 clusters Score -3309935 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3310012.250000 Penalty: 3372.874268
	Iteration 17Q: 3 clusters Score -3310012 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3310079.500000 Penalty: 3372.874268
	Iteration 18Q: 3 clusters Score -3310080 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3310131.000000 Penalty: 3372.874268
	Iteration 19Q: 3 clusters Score -3310131 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3310207.250000 Penalty: 3372.874268
	Iteration 20F: 3 clusters Score -3310207 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3310258.000000 Penalty: 3372.874268
	Iteration 21Q: 3 clusters Score -3310258 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3310311.000000 Penalty: 3372.874268
	Iteration 22Q: 3 clusters Score -3310311 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3310356.750000 Penalty: 3372.874268
	Iteration 23Q: 3 clusters Score -3310357 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3310402.250000 Penalty: 3372.874268
	Iteration 24Q: 3 clusters Score -3310402 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3310460.250000 Penalty: 3372.874268
	Iteration 25Q: 3 clusters Score -3310460 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3310504.000000 Penalty: 3372.874268
	Iteration 26Q: 3 clusters Score -3310504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3310530.250000 Penalty: 3372.874268
	Iteration 27Q: 3 clusters Score -3310530 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3310576.250000 Penalty: 3372.874268
	Iteration 28Q: 3 clusters Score -3310576 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3310615.750000 Penalty: 3372.874268
	Iteration 29Q: 3 clusters Score -3310616 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3310655.000000 Penalty: 3372.874268
	Iteration 30Q: 3 clusters Score -3310655 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3310686.000000 Penalty: 3372.874268
	Iteration 31Q: 3 clusters Score -3310686 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3310732.500000 Penalty: 3372.874268
	Iteration 32Q: 3 clusters Score -3310732 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -3310749.000000 Penalty: 3372.874268
	Iteration 33Q: 3 clusters Score -3310749 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3310798.250000 Penalty: 3372.874268
	Iteration 34Q: 3 clusters Score -3310798 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3310833.000000 Penalty: 3372.874268
	Iteration 35Q: 3 clusters Score -3310833 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3310855.250000 Penalty: 3372.874268
	Iteration 36Q: 3 clusters Score -3310855 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3310877.750000 Penalty: 3372.874268
	Iteration 37Q: 3 clusters Score -3310878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3310903.750000 Penalty: 3372.874268
	Iteration 38Q: 3 clusters Score -3310904 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3310937.250000 Penalty: 3372.874268
	Iteration 39Q: 3 clusters Score -3310937 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -3310946.000000 Penalty: 3372.874268
	Iteration 40F: 3 clusters Score -3310946 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3310992.250000 Penalty: 3372.874268
	Iteration 41Q: 3 clusters Score -3310992 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3311018.500000 Penalty: 3372.874268
	Iteration 42Q: 3 clusters Score -3311018 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3311044.250000 Penalty: 3372.874268
	Iteration 43Q: 3 clusters Score -3311044 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3311060.500000 Penalty: 3372.874268
	Iteration 44Q: 3 clusters Score -3311060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3311103.500000 Penalty: 3372.874268
	Iteration 45Q: 3 clusters Score -3311104 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3311135.500000 Penalty: 3372.874268
	Iteration 46Q: 3 clusters Score -3311136 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3311158.250000 Penalty: 3372.874268
	Iteration 47Q: 3 clusters Score -3311158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3311189.000000 Penalty: 3372.874268
	Iteration 48Q: 3 clusters Score -3311189 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -3311223.250000 Penalty: 3372.874268
	Iteration 49Q: 3 clusters Score -3311223 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3311268.250000 Penalty: 3372.874268
	Iteration 50Q: 3 clusters Score -3311268 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3311302.000000 Penalty: 3372.874268
	Iteration 51Q: 3 clusters Score -3311302 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3311340.250000 Penalty: 3372.874268
	Iteration 52Q: 3 clusters Score -3311340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3311374.000000 Penalty: 3372.874268
	Iteration 53Q: 3 clusters Score -3311374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3311408.750000 Penalty: 3372.874268
	Iteration 54Q: 3 clusters Score -3311409 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3311432.750000 Penalty: 3372.874268
	Iteration 55Q: 3 clusters Score -3311433 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3311473.000000 Penalty: 3372.874268
	Iteration 56Q: 3 clusters Score -3311473 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3311510.000000 Penalty: 3372.874268
	Iteration 57Q: 3 clusters Score -3311510 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3311549.250000 Penalty: 3372.874268
	Iteration 58Q: 3 clusters Score -3311549 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3311581.000000 Penalty: 3372.874268
	Iteration 59Q: 3 clusters Score -3311581 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3311615.500000 Penalty: 3372.874268
	Iteration 60F: 3 clusters Score -3311616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3311637.750000 Penalty: 3372.874268
	Iteration 61Q: 3 clusters Score -3311638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3311667.250000 Penalty: 3372.874268
	Iteration 62Q: 3 clusters Score -3311667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3311693.750000 Penalty: 3372.874268
	Iteration 63Q: 3 clusters Score -3311694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3311715.500000 Penalty: 3372.874268
	Iteration 64Q: 3 clusters Score -3311716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3311735.750000 Penalty: 3372.874268
	Iteration 65Q: 3 clusters Score -3311736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -3311744.750000 Penalty: 3372.874268
	Iteration 66Q: 3 clusters Score -3311745 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -3311755.750000 Penalty: 3372.874268
	Iteration 67Q: 3 clusters Score -3311756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3311768.500000 Penalty: 3372.874268
	Iteration 68Q: 3 clusters Score -3311768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -3311782.500000 Penalty: 3372.874268
	Iteration 69Q: 3 clusters Score -3311782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3311794.750000 Penalty: 3372.874268
	Iteration 70Q: 3 clusters Score -3311795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3311793.000000 Penalty: 3372.874268
	Iteration 71Q: 3 clusters Score -3311793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -3311800.750000 Penalty: 3372.874268
	Iteration 72Q: 3 clusters Score -3311801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -3311803.500000 Penalty: 3372.874268
	Iteration 73Q: 3 clusters Score -3311804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3311812.750000 Penalty: 3372.874268
	Iteration 74Q: 3 clusters Score -3311813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -3311817.250000 Penalty: 3372.874268
	Iteration 75Q: 3 clusters Score -3311817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -3311823.750000 Penalty: 3372.874268
	Iteration 76Q: 3 clusters Score -3311824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -3311831.500000 Penalty: 3372.874268
	Iteration 77Q: 3 clusters Score -3311832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -3311847.000000 Penalty: 3372.874268
	Iteration 78Q: 3 clusters Score -3311847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -3311858.750000 Penalty: 3372.874268
	Iteration 79Q: 3 clusters Score -3311859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -3311868.250000 Penalty: 3372.874268
	Iteration 80F: 3 clusters Score -3311868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -3311871.250000 Penalty: 3372.874268
	Iteration 81Q: 3 clusters Score -3311871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -3311880.000000 Penalty: 3372.874268
	Iteration 82Q: 3 clusters Score -3311880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3311880.250000 Penalty: 3372.874268
	Iteration 83Q: 3 clusters Score -3311880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -3311884.000000 Penalty: 3372.874268
	Iteration 84Q: 3 clusters Score -3311884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3311883.750000 Penalty: 3372.874268
	Iteration 85Q: 3 clusters Score -3311884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3311885.250000 Penalty: 3372.874268
	Iteration 86Q: 3 clusters Score -3311885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -3311884.500000 Penalty: 3372.874268
	Iteration 87Q: 3 clusters Score -3311884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -3311885.250000 Penalty: 3372.874268
	Iteration 88Q: 3 clusters Score -3311885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3311889.500000 Penalty: 3372.874268
	Iteration 89Q: 3 clusters Score -3311890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3311892.750000 Penalty: 3372.874268
	Iteration 90Q: 3 clusters Score -3311893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3311892.750000 Penalty: 3372.874268
	Iteration 91F: 3 clusters Score -3311893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -193612.343750 Penalty: 1234.250488
	Iteration 0F: 2 clusters Score -193612.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -191516.406250 Penalty: 2468.500977
	Iteration 0F: 3 clusters Score -191516.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -191960.546875 Penalty: 2468.500977
	Iteration 1F: 3 clusters Score -191960.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -192141.171875 Penalty: 2468.500977
	Iteration 2F: 3 clusters Score -192141.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -192273.515625 Penalty: 2468.500977
	Iteration 3F: 3 clusters Score -192273.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -192379.453125 Penalty: 2468.500977
	Iteration 4F: 3 clusters Score -192379.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -192444.796875 Penalty: 2468.500977
	Iteration 5Q: 3 clusters Score -192444.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -192486.843750 Penalty: 2468.500977
	Iteration 6Q: 3 clusters Score -192486.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -192532.921875 Penalty: 2468.500977
	Iteration 7Q: 3 clusters Score -192532.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -192581.453125 Penalty: 2468.500977
	Iteration 8Q: 3 clusters Score -192581.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -192622.734375 Penalty: 2468.500977
	Iteration 9Q: 3 clusters Score -192622.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -192652.046875 Penalty: 2468.500977
	Iteration 10Q: 3 clusters Score -192652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -192678.609375 Penalty: 2468.500977
	Iteration 11Q: 3 clusters Score -192678.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -192698.687500 Penalty: 2468.500977
	Iteration 12Q: 3 clusters Score -192698.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -192718.312500 Penalty: 2468.500977
	Iteration 13Q: 3 clusters Score -192718.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -192730.109375 Penalty: 2468.500977
	Iteration 14Q: 3 clusters Score -192730.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -192736.531250 Penalty: 2468.500977
	Iteration 15Q: 3 clusters Score -192736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -192741.500000 Penalty: 2468.500977
	Iteration 16Q: 3 clusters Score -192741.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -192750.328125 Penalty: 2468.500977
	Iteration 17Q: 3 clusters Score -192750.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -192756.156250 Penalty: 2468.500977
	Iteration 18Q: 3 clusters Score -192756.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -192760.781250 Penalty: 2468.500977
	Iteration 19Q: 3 clusters Score -192760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -192763.250000 Penalty: 2468.500977
	Iteration 20F: 3 clusters Score -192763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -192763.562500 Penalty: 2468.500977
	Iteration 21Q: 3 clusters Score -192763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -192763.562500 Penalty: 2468.500977
	Iteration 22F: 3 clusters Score -192763.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Entering Unmasked Estep 
Score: -5578946.000000 Penalty: 1771.545654
	Iteration 0F: 2 clusters Score -5578946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -5542656.000000 Penalty: 3543.091309
	Iteration 0F: 3 clusters Score -5542656 nChanged 25394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5556855.500000 Penalty: 3543.091309
	Iteration 1F: 3 clusters Score -5556856 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -5557258.000000 Penalty: 3543.091309
	Iteration 2Q: 3 clusters Score -5557258 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5557716.000000 Penalty: 3543.091309
	Iteration 3Q: 3 clusters Score -5557716 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -5558209.000000 Penalty: 3543.091309
	Iteration 4Q: 3 clusters Score -5558209 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -5558807.000000 Penalty: 3543.091309
	Iteration 5Q: 3 clusters Score -5558807 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -5559648.500000 Penalty: 3543.091309
	Iteration 6Q: 3 clusters Score -5559648 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -5560824.000000 Penalty: 3543.091309
	Iteration 7Q: 3 clusters Score -5560824 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -5562569.500000 Penalty: 3543.091309
	Iteration 8F: 3 clusters Score -5562570 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -5565085.500000 Penalty: 3543.091309
	Iteration 9F: 3 clusters Score -5565086 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5567624.500000 Penalty: 3543.091309
	Iteration 10F: 3 clusters Score -5567624 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -5569202.500000 Penalty: 3543.091309
	Iteration 11F: 3 clusters Score -5569202 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -5569836.000000 Penalty: 3543.091309
	Iteration 12Q: 3 clusters Score -5569836 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -5570204.000000 Penalty: 3543.091309
	Iteration 13Q: 3 clusters Score -5570204 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -5570483.500000 Penalty: 3543.091309
	Iteration 14Q: 3 clusters Score -5570484 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5570717.500000 Penalty: 3543.091309
	Iteration 15Q: 3 clusters Score -5570718 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -5570974.000000 Penalty: 3543.091309
	Iteration 16Q: 3 clusters Score -5570974 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -5571222.000000 Penalty: 3543.091309
	Iteration 17Q: 3 clusters Score -5571222 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -5571484.000000 Penalty: 3543.091309
	Iteration 18Q: 3 clusters Score -5571484 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -5571693.500000 Penalty: 3543.091309
	Iteration 19Q: 3 clusters Score -5571694 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -5571879.000000 Penalty: 3543.091309
	Iteration 20F: 3 clusters Score -5571879 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -5572109.000000 Penalty: 3543.091309
	Iteration 21Q: 3 clusters Score -5572109 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -5572279.500000 Penalty: 3543.091309
	Iteration 22Q: 3 clusters Score -5572280 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5572418.500000 Penalty: 3543.091309
	Iteration 23Q: 3 clusters Score -5572418 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5572575.500000 Penalty: 3543.091309
	Iteration 24Q: 3 clusters Score -5572576 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5572715.500000 Penalty: 3543.091309
	Iteration 25Q: 3 clusters Score -5572716 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -5572852.500000 Penalty: 3543.091309
	Iteration 26Q: 3 clusters Score -5572852 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -5572998.500000 Penalty: 3543.091309
	Iteration 27Q: 3 clusters Score -5572998 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -5573139.500000 Penalty: 3543.091309
	Iteration 28Q: 3 clusters Score -5573140 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -5573229.000000 Penalty: 3543.091309
	Iteration 29Q: 3 clusters Score -5573229 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5573374.500000 Penalty: 3543.091309
	Iteration 30Q: 3 clusters Score -5573374 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -5573512.000000 Penalty: 3543.091309
	Iteration 31Q: 3 clusters Score -5573512 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -5573662.500000 Penalty: 3543.091309
	Iteration 32Q: 3 clusters Score -5573662 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -5573840.500000 Penalty: 3543.091309
	Iteration 33Q: 3 clusters Score -5573840 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -5574018.500000 Penalty: 3543.091309
	Iteration 34Q: 3 clusters Score -5574018 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -5574215.500000 Penalty: 3543.091309
	Iteration 35Q: 3 clusters Score -5574216 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -5574393.500000 Penalty: 3543.091309
	Iteration 36Q: 3 clusters Score -5574394 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -5574707.000000 Penalty: 3543.091309
	Iteration 37Q: 3 clusters Score -5574707 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -5574951.500000 Penalty: 3543.091309
	Iteration 38Q: 3 clusters Score -5574952 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -5575217.500000 Penalty: 3543.091309
	Iteration 39Q: 3 clusters Score -5575218 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -5575495.500000 Penalty: 3543.091309
	Iteration 40F: 3 clusters Score -5575496 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -5575709.500000 Penalty: 3543.091309
	Iteration 41Q: 3 clusters Score -5575710 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -5575933.000000 Penalty: 3543.091309
	Iteration 42Q: 3 clusters Score -5575933 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -5576136.500000 Penalty: 3543.091309
	Iteration 43Q: 3 clusters Score -5576136 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5576313.500000 Penalty: 3543.091309
	Iteration 44Q: 3 clusters Score -5576314 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -5576451.000000 Penalty: 3543.091309
	Iteration 45Q: 3 clusters Score -5576451 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5576569.000000 Penalty: 3543.091309
	Iteration 46Q: 3 clusters Score -5576569 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5576710.000000 Penalty: 3543.091309
	Iteration 47Q: 3 clusters Score -5576710 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5576813.000000 Penalty: 3543.091309
	Iteration 48Q: 3 clusters Score -5576813 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5576903.000000 Penalty: 3543.091309
	Iteration 49Q: 3 clusters Score -5576903 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5577009.000000 Penalty: 3543.091309
	Iteration 50Q: 3 clusters Score -5577009 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5577072.500000 Penalty: 3543.091309
	Iteration 51Q: 3 clusters Score -5577072 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -5577148.500000 Penalty: 3543.091309
	Iteration 52Q: 3 clusters Score -5577148 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5577171.500000 Penalty: 3543.091309
	Iteration 53Q: 3 clusters Score -5577172 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5577249.500000 Penalty: 3543.091309
	Iteration 54Q: 3 clusters Score -5577250 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5577290.000000 Penalty: 3543.091309
	Iteration 55Q: 3 clusters Score -5577290 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5577349.000000 Penalty: 3543.091309
	Iteration 56Q: 3 clusters Score -5577349 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5577379.500000 Penalty: 3543.091309
	Iteration 57Q: 3 clusters Score -5577380 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5577410.000000 Penalty: 3543.091309
	Iteration 58Q: 3 clusters Score -5577410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5577418.500000 Penalty: 3543.091309
	Iteration 59Q: 3 clusters Score -5577418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5577437.500000 Penalty: 3543.091309
	Iteration 60F: 3 clusters Score -5577438 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5577464.500000 Penalty: 3543.091309
	Iteration 61Q: 3 clusters Score -5577464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5577498.000000 Penalty: 3543.091309
	Iteration 62Q: 3 clusters Score -5577498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5577521.500000 Penalty: 3543.091309
	Iteration 63Q: 3 clusters Score -5577522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5577555.000000 Penalty: 3543.091309
	Iteration 64Q: 3 clusters Score -5577555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5577598.000000 Penalty: 3543.091309
	Iteration 65Q: 3 clusters Score -5577598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5577615.000000 Penalty: 3543.091309
	Iteration 66Q: 3 clusters Score -5577615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5577626.500000 Penalty: 3543.091309
	Iteration 67Q: 3 clusters Score -5577626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5577649.000000 Penalty: 3543.091309
	Iteration 68Q: 3 clusters Score -5577649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5577669.000000 Penalty: 3543.091309
	Iteration 69Q: 3 clusters Score -5577669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5577685.500000 Penalty: 3543.091309
	Iteration 70Q: 3 clusters Score -5577686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5577702.000000 Penalty: 3543.091309
	Iteration 71Q: 3 clusters Score -5577702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5577716.500000 Penalty: 3543.091309
	Iteration 72Q: 3 clusters Score -5577716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5577728.500000 Penalty: 3543.091309
	Iteration 73Q: 3 clusters Score -5577728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5577741.500000 Penalty: 3543.091309
	Iteration 74Q: 3 clusters Score -5577742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5577753.500000 Penalty: 3543.091309
	Iteration 75Q: 3 clusters Score -5577754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5577767.000000 Penalty: 3543.091309
	Iteration 76Q: 3 clusters Score -5577767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5577788.500000 Penalty: 3543.091309
	Iteration 77Q: 3 clusters Score -5577788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5577804.500000 Penalty: 3543.091309
	Iteration 78Q: 3 clusters Score -5577804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5577807.500000 Penalty: 3543.091309
	Iteration 79Q: 3 clusters Score -5577808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5577807.000000 Penalty: 3543.091309
	Iteration 80F: 3 clusters Score -5577807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5577805.500000 Penalty: 3543.091309
	Iteration 81Q: 3 clusters Score -5577806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5577798.500000 Penalty: 3543.091309
	Iteration 82Q: 3 clusters Score -5577798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5577800.000000 Penalty: 3543.091309
	Iteration 83Q: 3 clusters Score -5577800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5577801.500000 Penalty: 3543.091309
	Iteration 84Q: 3 clusters Score -5577802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5577801.500000 Penalty: 3543.091309
	Iteration 85Q: 3 clusters Score -5577802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5577806.500000 Penalty: 3543.091309
	Iteration 86Q: 3 clusters Score -5577806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5577804.500000 Penalty: 3543.091309
	Iteration 87Q: 3 clusters Score -5577804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5577807.000000 Penalty: 3543.091309
	Iteration 88Q: 3 clusters Score -5577807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5577809.000000 Penalty: 3543.091309
	Iteration 89Q: 3 clusters Score -5577809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5577807.000000 Penalty: 3543.091309
	Iteration 90Q: 3 clusters Score -5577807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5577809.000000 Penalty: 3543.091309
	Iteration 91Q: 3 clusters Score -5577809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5577807.500000 Penalty: 3543.091309
	Iteration 92Q: 3 clusters Score -5577808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5577818.000000 Penalty: 3543.091309
	Iteration 93Q: 3 clusters Score -5577818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5577809.000000 Penalty: 3543.091309
	Iteration 94Q: 3 clusters Score -5577809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5577808.000000 Penalty: 3543.091309
	Iteration 95Q: 3 clusters Score -5577808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5577812.500000 Penalty: 3543.091309
	Iteration 96Q: 3 clusters Score -5577812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5577813.500000 Penalty: 3543.091309
	Iteration 97Q: 3 clusters Score -5577814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5577813.500000 Penalty: 3543.091309
	Iteration 98Q: 3 clusters Score -5577814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5577811.000000 Penalty: 3543.091309
	Iteration 99Q: 3 clusters Score -5577811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5577809.500000 Penalty: 3543.091309
	Iteration 100F: 3 clusters Score -5577810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5577813.000000 Penalty: 3543.091309
	Iteration 101Q: 3 clusters Score -5577813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5577813.000000 Penalty: 3543.091309
	Iteration 102F: 3 clusters Score -5577813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -314238.718750 Penalty: 1317.063354
	Iteration 0F: 2 clusters Score -314238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -311366.812500 Penalty: 2634.126709
	Iteration 0F: 3 clusters Score -311366.8 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -312390.031250 Penalty: 2634.126709
	Iteration 1F: 3 clusters Score -312390 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -312752.031250 Penalty: 2634.126709
	Iteration 2F: 3 clusters Score -312752 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -312966.718750 Penalty: 2634.126709
	Iteration 3F: 3 clusters Score -312966.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -313155.531250 Penalty: 2634.126709
	Iteration 4F: 3 clusters Score -313155.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -313324.843750 Penalty: 2634.126709
	Iteration 5F: 3 clusters Score -313324.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -313440.468750 Penalty: 2634.126709
	Iteration 6Q: 3 clusters Score -313440.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -313554.437500 Penalty: 2634.126709
	Iteration 7Q: 3 clusters Score -313554.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -313640.812500 Penalty: 2634.126709
	Iteration 8Q: 3 clusters Score -313640.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -313714.468750 Penalty: 2634.126709
	Iteration 9Q: 3 clusters Score -313714.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -313768.343750 Penalty: 2634.126709
	Iteration 10Q: 3 clusters Score -313768.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -313807.937500 Penalty: 2634.126709
	Iteration 11Q: 3 clusters Score -313807.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -313841.437500 Penalty: 2634.126709
	Iteration 12Q: 3 clusters Score -313841.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -313865.375000 Penalty: 2634.126709
	Iteration 13Q: 3 clusters Score -313865.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -313886.781250 Penalty: 2634.126709
	Iteration 14Q: 3 clusters Score -313886.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -313901.718750 Penalty: 2634.126709
	Iteration 15Q: 3 clusters Score -313901.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -313909.968750 Penalty: 2634.126709
	Iteration 16Q: 3 clusters Score -313910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -313918.906250 Penalty: 2634.126709
	Iteration 17Q: 3 clusters Score -313918.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -313923.875000 Penalty: 2634.126709
	Iteration 18Q: 3 clusters Score -313923.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -313927.750000 Penalty: 2634.126709
	Iteration 19Q: 3 clusters Score -313927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -313930.500000 Penalty: 2634.126709
	Iteration 20F: 3 clusters Score -313930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -313934.343750 Penalty: 2634.126709
	Iteration 21Q: 3 clusters Score -313934.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -313935.562500 Penalty: 2634.126709
	Iteration 22Q: 3 clusters Score -313935.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -313938.406250 Penalty: 2634.126709
	Iteration 23Q: 3 clusters Score -313938.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -313943.062500 Penalty: 2634.126709
	Iteration 24Q: 3 clusters Score -313943.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -313948.031250 Penalty: 2634.126709
	Iteration 25Q: 3 clusters Score -313948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -313951.062500 Penalty: 2634.126709
	Iteration 26Q: 3 clusters Score -313951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -313953.656250 Penalty: 2634.126709
	Iteration 27Q: 3 clusters Score -313953.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -313954.437500 Penalty: 2634.126709
	Iteration 28Q: 3 clusters Score -313954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -313955.031250 Penalty: 2634.126709
	Iteration 29Q: 3 clusters Score -313955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -313955.031250 Penalty: 2634.126709
	Iteration 30F: 3 clusters Score -313955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Entering Unmasked Estep 
Score: -602857.062500 Penalty: 1421.212158
	Iteration 0F: 2 clusters Score -602857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -598076.437500 Penalty: 2842.424316
	Iteration 0F: 3 clusters Score -598076.4 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -599717.625000 Penalty: 2842.424316
	Iteration 1F: 3 clusters Score -599717.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -600501.375000 Penalty: 2842.424316
	Iteration 2F: 3 clusters Score -600501.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -601274.312500 Penalty: 2842.424316
	Iteration 3F: 3 clusters Score -601274.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -601896.812500 Penalty: 2842.424316
	Iteration 4F: 3 clusters Score -601896.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -602320.687500 Penalty: 2842.424316
	Iteration 5F: 3 clusters Score -602320.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -602543.625000 Penalty: 2842.424316
	Iteration 6Q: 3 clusters Score -602543.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -602625.937500 Penalty: 2842.424316
	Iteration 7Q: 3 clusters Score -602625.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -602697.500000 Penalty: 2842.424316
	Iteration 8Q: 3 clusters Score -602697.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -602749.375000 Penalty: 2842.424316
	Iteration 9Q: 3 clusters Score -602749.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -602774.062500 Penalty: 2842.424316
	Iteration 10Q: 3 clusters Score -602774.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -602794.812500 Penalty: 2842.424316
	Iteration 11Q: 3 clusters Score -602794.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -602816.375000 Penalty: 2842.424316
	Iteration 12Q: 3 clusters Score -602816.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -602830.625000 Penalty: 2842.424316
	Iteration 13Q: 3 clusters Score -602830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -602839.750000 Penalty: 2842.424316
	Iteration 14Q: 3 clusters Score -602839.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -602840.312500 Penalty: 2842.424316
	Iteration 15Q: 3 clusters Score -602840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -602842.625000 Penalty: 2842.424316
	Iteration 16Q: 3 clusters Score -602842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -602843.062500 Penalty: 2842.424316
	Iteration 17Q: 3 clusters Score -602843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -602842.562500 Penalty: 2842.424316
	Iteration 18Q: 3 clusters Score -602842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -602844.375000 Penalty: 2842.424316
	Iteration 19Q: 3 clusters Score -602844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -602858.250000 Penalty: 2842.424316
	Iteration 20F: 3 clusters Score -602858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -602871.562500 Penalty: 2842.424316
	Iteration 21Q: 3 clusters Score -602871.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -602879.125000 Penalty: 2842.424316
	Iteration 22Q: 3 clusters Score -602879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -602881.375000 Penalty: 2842.424316
	Iteration 23Q: 3 clusters Score -602881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -602882.875000 Penalty: 2842.424316
	Iteration 24Q: 3 clusters Score -602882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -602884.125000 Penalty: 2842.424316
	Iteration 25Q: 3 clusters Score -602884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -602883.500000 Penalty: 2842.424316
	Iteration 26Q: 3 clusters Score -602883.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -602883.500000 Penalty: 2842.424316
	Iteration 27F: 3 clusters Score -602883.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 32147 members 
Mstep: Class 3 contains 1989 members 
Mstep: Class 4 contains 54275 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 5739 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 9 contains 39623 members 
Mstep: Class 11 contains 102289 members 
Mstep: Class 12 contains 336441 members 
Mstep: Class 14 contains 55538 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 17 contains 89587 members 
Mstep: Class 20 contains 78284 members 
Mstep: Class 21 contains 81396 members 
Entering Unmasked Estep 
Score: -94144792.000000 Penalty: 35761.781250
Splitting cluster 7 changes total score from -94145544.000000 to -94144792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -243010.437500 Penalty: 1263.755005
	Iteration 0F: 2 clusters Score -243010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -240697.968750 Penalty: 2527.510010
	Iteration 0F: 3 clusters Score -240698 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -241203.000000 Penalty: 2527.510010
	Iteration 1F: 3 clusters Score -241203 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -241321.359375 Penalty: 2527.510010
	Iteration 2F: 3 clusters Score -241321.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -241384.343750 Penalty: 2527.510010
	Iteration 3Q: 3 clusters Score -241384.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -241423.468750 Penalty: 2527.510010
	Iteration 4Q: 3 clusters Score -241423.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -241461.609375 Penalty: 2527.510010
	Iteration 5Q: 3 clusters Score -241461.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -241489.812500 Penalty: 2527.510010
	Iteration 6Q: 3 clusters Score -241489.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241507.468750 Penalty: 2527.510010
	Iteration 7Q: 3 clusters Score -241507.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -241521.140625 Penalty: 2527.510010
	Iteration 8Q: 3 clusters Score -241521.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -241531.968750 Penalty: 2527.510010
	Iteration 9Q: 3 clusters Score -241532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -241538.640625 Penalty: 2527.510010
	Iteration 10Q: 3 clusters Score -241538.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241545.265625 Penalty: 2527.510010
	Iteration 11Q: 3 clusters Score -241545.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -241555.046875 Penalty: 2527.510010
	Iteration 12Q: 3 clusters Score -241555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -241565.828125 Penalty: 2527.510010
	Iteration 13Q: 3 clusters Score -241565.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -241574.781250 Penalty: 2527.510010
	Iteration 14Q: 3 clusters Score -241574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -241582.937500 Penalty: 2527.510010
	Iteration 15Q: 3 clusters Score -241582.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -241590.406250 Penalty: 2527.510010
	Iteration 16Q: 3 clusters Score -241590.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241592.984375 Penalty: 2527.510010
	Iteration 17Q: 3 clusters Score -241593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -241594.812500 Penalty: 2527.510010
	Iteration 18Q: 3 clusters Score -241594.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -241597.640625 Penalty: 2527.510010
	Iteration 19Q: 3 clusters Score -241597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241599.078125 Penalty: 2527.510010
	Iteration 20F: 3 clusters Score -241599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -241600.812500 Penalty: 2527.510010
	Iteration 21Q: 3 clusters Score -241600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -241600.781250 Penalty: 2527.510010
	Iteration 22Q: 3 clusters Score -241600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -241601.234375 Penalty: 2527.510010
	Iteration 23Q: 3 clusters Score -241601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -241601.234375 Penalty: 2527.510010
	Iteration 24F: 3 clusters Score -241601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Entering Unmasked Estep 
Score: -4081749.000000 Penalty: 1720.414307
	Iteration 0F: 2 clusters Score -4081749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4055312.500000 Penalty: 3440.828613
	Iteration 0F: 3 clusters Score -4055312 nChanged 18373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -4065689.500000 Penalty: 3440.828613
	Iteration 1F: 3 clusters Score -4065690 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4066573.500000 Penalty: 3440.828613
	Iteration 2F: 3 clusters Score -4066574 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -4067695.000000 Penalty: 3440.828613
	Iteration 3F: 3 clusters Score -4067695 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4069261.500000 Penalty: 3440.828613
	Iteration 4F: 3 clusters Score -4069262 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -4071438.750000 Penalty: 3440.828613
	Iteration 5F: 3 clusters Score -4071439 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -4074076.500000 Penalty: 3440.828613
	Iteration 6F: 3 clusters Score -4074076 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -4076026.500000 Penalty: 3440.828613
	Iteration 7F: 3 clusters Score -4076026 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -4076921.750000 Penalty: 3440.828613
	Iteration 8Q: 3 clusters Score -4076922 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4077335.250000 Penalty: 3440.828613
	Iteration 9Q: 3 clusters Score -4077335 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4077593.750000 Penalty: 3440.828613
	Iteration 10Q: 3 clusters Score -4077594 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4077800.750000 Penalty: 3440.828613
	Iteration 11Q: 3 clusters Score -4077801 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4078008.000000 Penalty: 3440.828613
	Iteration 12Q: 3 clusters Score -4078008 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4078211.750000 Penalty: 3440.828613
	Iteration 13Q: 3 clusters Score -4078212 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4078377.250000 Penalty: 3440.828613
	Iteration 14Q: 3 clusters Score -4078377 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4078532.000000 Penalty: 3440.828613
	Iteration 15Q: 3 clusters Score -4078532 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4078686.250000 Penalty: 3440.828613
	Iteration 16Q: 3 clusters Score -4078686 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4078833.000000 Penalty: 3440.828613
	Iteration 17Q: 3 clusters Score -4078833 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -4078980.250000 Penalty: 3440.828613
	Iteration 18Q: 3 clusters Score -4078980 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4079088.250000 Penalty: 3440.828613
	Iteration 19Q: 3 clusters Score -4079088 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4079214.500000 Penalty: 3440.828613
	Iteration 20F: 3 clusters Score -4079214 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -4079309.500000 Penalty: 3440.828613
	Iteration 21Q: 3 clusters Score -4079310 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4079369.500000 Penalty: 3440.828613
	Iteration 22Q: 3 clusters Score -4079370 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -4079447.500000 Penalty: 3440.828613
	Iteration 23Q: 3 clusters Score -4079448 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -4079517.750000 Penalty: 3440.828613
	Iteration 24Q: 3 clusters Score -4079518 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -4079621.000000 Penalty: 3440.828613
	Iteration 25Q: 3 clusters Score -4079621 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4079705.500000 Penalty: 3440.828613
	Iteration 26Q: 3 clusters Score -4079706 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -4079796.500000 Penalty: 3440.828613
	Iteration 27Q: 3 clusters Score -4079796 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -4079881.000000 Penalty: 3440.828613
	Iteration 28Q: 3 clusters Score -4079881 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -4079945.000000 Penalty: 3440.828613
	Iteration 29Q: 3 clusters Score -4079945 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4080018.000000 Penalty: 3440.828613
	Iteration 30Q: 3 clusters Score -4080018 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -4080096.000000 Penalty: 3440.828613
	Iteration 31Q: 3 clusters Score -4080096 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -4080140.750000 Penalty: 3440.828613
	Iteration 32Q: 3 clusters Score -4080141 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4080199.250000 Penalty: 3440.828613
	Iteration 33Q: 3 clusters Score -4080199 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -4080260.250000 Penalty: 3440.828613
	Iteration 34Q: 3 clusters Score -4080260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -4080316.000000 Penalty: 3440.828613
	Iteration 35Q: 3 clusters Score -4080316 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -4080338.500000 Penalty: 3440.828613
	Iteration 36Q: 3 clusters Score -4080338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -4080343.250000 Penalty: 3440.828613
	Iteration 37Q: 3 clusters Score -4080343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -4080358.000000 Penalty: 3440.828613
	Iteration 38Q: 3 clusters Score -4080358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -4080371.500000 Penalty: 3440.828613
	Iteration 39Q: 3 clusters Score -4080372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -4080385.000000 Penalty: 3440.828613
	Iteration 40F: 3 clusters Score -4080385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -4080395.750000 Penalty: 3440.828613
	Iteration 41Q: 3 clusters Score -4080396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -4080413.250000 Penalty: 3440.828613
	Iteration 42Q: 3 clusters Score -4080413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -4080434.250000 Penalty: 3440.828613
	Iteration 43Q: 3 clusters Score -4080434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -4080457.750000 Penalty: 3440.828613
	Iteration 44Q: 3 clusters Score -4080458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -4080468.250000 Penalty: 3440.828613
	Iteration 45Q: 3 clusters Score -4080468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -4080471.250000 Penalty: 3440.828613
	Iteration 46Q: 3 clusters Score -4080471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -4080484.000000 Penalty: 3440.828613
	Iteration 47Q: 3 clusters Score -4080484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -4080496.500000 Penalty: 3440.828613
	Iteration 48Q: 3 clusters Score -4080496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4080500.000000 Penalty: 3440.828613
	Iteration 49Q: 3 clusters Score -4080500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -4080510.000000 Penalty: 3440.828613
	Iteration 50Q: 3 clusters Score -4080510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -4080511.250000 Penalty: 3440.828613
	Iteration 51Q: 3 clusters Score -4080511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -4080516.000000 Penalty: 3440.828613
	Iteration 52Q: 3 clusters Score -4080516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -4080514.250000 Penalty: 3440.828613
	Iteration 53Q: 3 clusters Score -4080514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -4080513.750000 Penalty: 3440.828613
	Iteration 54Q: 3 clusters Score -4080514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -4080510.000000 Penalty: 3440.828613
	Iteration 55Q: 3 clusters Score -4080510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -4080514.250000 Penalty: 3440.828613
	Iteration 56Q: 3 clusters Score -4080514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -4080510.750000 Penalty: 3440.828613
	Iteration 57Q: 3 clusters Score -4080511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -4080511.750000 Penalty: 3440.828613
	Iteration 58Q: 3 clusters Score -4080512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -4080513.500000 Penalty: 3440.828613
	Iteration 59Q: 3 clusters Score -4080514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -4080515.000000 Penalty: 3440.828613
	Iteration 60F: 3 clusters Score -4080515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102289 members 
Entering Unmasked Estep 
Score: -10496820.000000 Penalty: 1874.528076
	Iteration 0F: 2 clusters Score -1.049682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -10428395.000000 Penalty: 3749.056152
	Iteration 0F: 3 clusters Score -1.04284e+07 nChanged 48857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -10456323.000000 Penalty: 3749.056152
	Iteration 1F: 3 clusters Score -1.045632e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -10457055.000000 Penalty: 3749.056152
	Iteration 2Q: 3 clusters Score -1.045706e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -10457793.000000 Penalty: 3749.056152
	Iteration 3Q: 3 clusters Score -1.045779e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -10458842.000000 Penalty: 3749.056152
	Iteration 4Q: 3 clusters Score -1.045884e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -10460236.000000 Penalty: 3749.056152
	Iteration 5Q: 3 clusters Score -1.046024e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -10462657.000000 Penalty: 3749.056152
	Iteration 6Q: 3 clusters Score -1.046266e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -10466416.000000 Penalty: 3749.056152
	Iteration 7F: 3 clusters Score -1.046642e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -10471631.000000 Penalty: 3749.056152
	Iteration 8F: 3 clusters Score -1.047163e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -10477476.000000 Penalty: 3749.056152
	Iteration 9F: 3 clusters Score -1.047748e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -10483083.000000 Penalty: 3749.056152
	Iteration 10F: 3 clusters Score -1.048308e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 92028 members 
Entering Unmasked Estep 
Score: -10487383.000000 Penalty: 3749.056152
	Iteration 11F: 3 clusters Score -1.048738e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -10490432.000000 Penalty: 3749.056152
	Iteration 12Q: 3 clusters Score -1.049043e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -10492458.000000 Penalty: 3749.056152
	Iteration 13Q: 3 clusters Score -1.049246e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -10493656.000000 Penalty: 3749.056152
	Iteration 14Q: 3 clusters Score -1.049366e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -10494422.000000 Penalty: 3749.056152
	Iteration 15Q: 3 clusters Score -1.049442e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -10494755.000000 Penalty: 3749.056152
	Iteration 16Q: 3 clusters Score -1.049476e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -10494946.000000 Penalty: 3749.056152
	Iteration 17Q: 3 clusters Score -1.049495e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -10495038.000000 Penalty: 3749.056152
	Iteration 18Q: 3 clusters Score -1.049504e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 101880 members 
Entering Unmasked Estep 
Score: -10495098.000000 Penalty: 3749.056152
	Iteration 19Q: 3 clusters Score -1.04951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -10495127.000000 Penalty: 3749.056152
	Iteration 20F: 3 clusters Score -1.049513e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 101943 members 
Entering Unmasked Estep 
Score: -10495153.000000 Penalty: 3749.056152
	Iteration 21Q: 3 clusters Score -1.049515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 101958 members 
Entering Unmasked Estep 
Score: -10495173.000000 Penalty: 3749.056152
	Iteration 22Q: 3 clusters Score -1.049517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 101968 members 
Entering Unmasked Estep 
Score: -10495190.000000 Penalty: 3749.056152
	Iteration 23Q: 3 clusters Score -1.049519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -10495201.000000 Penalty: 3749.056152
	Iteration 24Q: 3 clusters Score -1.04952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -10495209.000000 Penalty: 3749.056152
	Iteration 25Q: 3 clusters Score -1.049521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 101987 members 
Entering Unmasked Estep 
Score: -10495223.000000 Penalty: 3749.056152
	Iteration 26Q: 3 clusters Score -1.049522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -10495227.000000 Penalty: 3749.056152
	Iteration 27Q: 3 clusters Score -1.049523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -10495241.000000 Penalty: 3749.056152
	Iteration 28Q: 3 clusters Score -1.049524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 102010 members 
Entering Unmasked Estep 
Score: -10495249.000000 Penalty: 3749.056152
	Iteration 29Q: 3 clusters Score -1.049525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -10495251.000000 Penalty: 3749.056152
	Iteration 30Q: 3 clusters Score -1.049525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 102010 members 
Entering Unmasked Estep 
Score: -10495247.000000 Penalty: 3749.056152
	Iteration 31Q: 3 clusters Score -1.049525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 102010 members 
Entering Unmasked Estep 
Score: -10495247.000000 Penalty: 3749.056152
	Iteration 32F: 3 clusters Score -1.049525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (336441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336441 members 
Entering Unmasked Estep 
Score: -34118644.000000 Penalty: 2068.003906
	Iteration 0F: 2 clusters Score -3.411864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 168399 members 
Entering Unmasked Estep 
Score: -33912284.000000 Penalty: 4136.007812
	Iteration 0F: 3 clusters Score -3.391228e+07 nChanged 164290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162778 members 
Mstep: Class 2 contains 173663 members 
Entering Unmasked Estep 
Score: -34010036.000000 Penalty: 4136.007812
	Iteration 1F: 3 clusters Score -3.401004e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 176116 members 
Entering Unmasked Estep 
Score: -34011208.000000 Penalty: 4136.007812
	Iteration 2Q: 3 clusters Score -3.401121e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156516 members 
Mstep: Class 2 contains 179925 members 
Entering Unmasked Estep 
Score: -34013084.000000 Penalty: 4136.007812
	Iteration 3Q: 3 clusters Score -3.401308e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150873 members 
Mstep: Class 2 contains 185568 members 
Entering Unmasked Estep 
Score: -34016100.000000 Penalty: 4136.007812
	Iteration 4Q: 3 clusters Score -3.40161e+07 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142741 members 
Mstep: Class 2 contains 193700 members 
Entering Unmasked Estep 
Score: -34021220.000000 Penalty: 4136.007812
	Iteration 5Q: 3 clusters Score -3.402122e+07 nChanged 16013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130992 members 
Mstep: Class 2 contains 205449 members 
Entering Unmasked Estep 
Score: -34029560.000000 Penalty: 4136.007812
	Iteration 6Q: 3 clusters Score -3.402956e+07 nChanged 19674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116256 members 
Mstep: Class 2 contains 220185 members 
Entering Unmasked Estep 
Score: -34042024.000000 Penalty: 4136.007812
	Iteration 7F: 3 clusters Score -3.404202e+07 nChanged 21522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 235221 members 
Entering Unmasked Estep 
Score: -34057692.000000 Penalty: 4136.007812
	Iteration 8F: 3 clusters Score -3.405769e+07 nChanged 20539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 247322 members 
Entering Unmasked Estep 
Score: -34071564.000000 Penalty: 4136.007812
	Iteration 9F: 3 clusters Score -3.407156e+07 nChanged 16540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 255166 members 
Entering Unmasked Estep 
Score: -34080352.000000 Penalty: 4136.007812
	Iteration 10Q: 3 clusters Score -3.408035e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 260130 members 
Entering Unmasked Estep 
Score: -34084340.000000 Penalty: 4136.007812
	Iteration 11Q: 3 clusters Score -3.408434e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 263839 members 
Entering Unmasked Estep 
Score: -34086088.000000 Penalty: 4136.007812
	Iteration 12Q: 3 clusters Score -3.408609e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 266967 members 
Entering Unmasked Estep 
Score: -34087044.000000 Penalty: 4136.007812
	Iteration 13Q: 3 clusters Score -3.408704e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 269733 members 
Entering Unmasked Estep 
Score: -34087892.000000 Penalty: 4136.007812
	Iteration 14Q: 3 clusters Score -3.408789e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 272306 members 
Entering Unmasked Estep 
Score: -34088660.000000 Penalty: 4136.007812
	Iteration 15Q: 3 clusters Score -3.408866e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 274785 members 
Entering Unmasked Estep 
Score: -34089536.000000 Penalty: 4136.007812
	Iteration 16Q: 3 clusters Score -3.408954e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 277165 members 
Entering Unmasked Estep 
Score: -34090492.000000 Penalty: 4136.007812
	Iteration 17Q: 3 clusters Score -3.409049e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 279440 members 
Entering Unmasked Estep 
Score: -34091600.000000 Penalty: 4136.007812
	Iteration 18Q: 3 clusters Score -3.40916e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 281878 members 
Entering Unmasked Estep 
Score: -34092712.000000 Penalty: 4136.007812
	Iteration 19Q: 3 clusters Score -3.409271e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 284496 members 
Entering Unmasked Estep 
Score: -34094048.000000 Penalty: 4136.007812
	Iteration 20F: 3 clusters Score -3.409405e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 287314 members 
Entering Unmasked Estep 
Score: -34095332.000000 Penalty: 4136.007812
	Iteration 21Q: 3 clusters Score -3.409533e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 290238 members 
Entering Unmasked Estep 
Score: -34096704.000000 Penalty: 4136.007812
	Iteration 22Q: 3 clusters Score -3.40967e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 293336 members 
Entering Unmasked Estep 
Score: -34098156.000000 Penalty: 4136.007812
	Iteration 23Q: 3 clusters Score -3.409816e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 296477 members 
Entering Unmasked Estep 
Score: -34100368.000000 Penalty: 4136.007812
	Iteration 24Q: 3 clusters Score -3.410037e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 299847 members 
Entering Unmasked Estep 
Score: -34102572.000000 Penalty: 4136.007812
	Iteration 25Q: 3 clusters Score -3.410257e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 303441 members 
Entering Unmasked Estep 
Score: -34104840.000000 Penalty: 4136.007812
	Iteration 26Q: 3 clusters Score -3.410484e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 307158 members 
Entering Unmasked Estep 
Score: -34107248.000000 Penalty: 4136.007812
	Iteration 27Q: 3 clusters Score -3.410725e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 310916 members 
Entering Unmasked Estep 
Score: -34110156.000000 Penalty: 4136.007812
	Iteration 28Q: 3 clusters Score -3.411016e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 314867 members 
Entering Unmasked Estep 
Score: -34112356.000000 Penalty: 4136.007812
	Iteration 29Q: 3 clusters Score -3.411236e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 318816 members 
Entering Unmasked Estep 
Score: -34114568.000000 Penalty: 4136.007812
	Iteration 30Q: 3 clusters Score -3.411457e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 322635 members 
Entering Unmasked Estep 
Score: -34115828.000000 Penalty: 4136.007812
	Iteration 31Q: 3 clusters Score -3.411583e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 325970 members 
Entering Unmasked Estep 
Score: -34116624.000000 Penalty: 4136.007812
	Iteration 32Q: 3 clusters Score -3.411662e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 328786 members 
Entering Unmasked Estep 
Score: -34116952.000000 Penalty: 4136.007812
	Iteration 33Q: 3 clusters Score -3.411695e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 330984 members 
Entering Unmasked Estep 
Score: -34116960.000000 Penalty: 4136.007812
	Iteration 34Q: 3 clusters Score -3.411696e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 332635 members 
Entering Unmasked Estep 
Score: -34117000.000000 Penalty: 4136.007812
	Iteration 35Q: 3 clusters Score -3.4117e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 333780 members 
Entering Unmasked Estep 
Score: -34117096.000000 Penalty: 4136.007812
	Iteration 36Q: 3 clusters Score -3.41171e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 334487 members 
Entering Unmasked Estep 
Score: -34117172.000000 Penalty: 4136.007812
	Iteration 37Q: 3 clusters Score -3.411717e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 334914 members 
Entering Unmasked Estep 
Score: -34117188.000000 Penalty: 4136.007812
	Iteration 38Q: 3 clusters Score -3.411719e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 335185 members 
Entering Unmasked Estep 
Score: -34117116.000000 Penalty: 4136.007812
	Iteration 39Q: 3 clusters Score -3.411712e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 335355 members 
Entering Unmasked Estep 
Score: -34117180.000000 Penalty: 4136.007812
	Iteration 40F: 3 clusters Score -3.411718e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 335453 members 
Entering Unmasked Estep 
Score: -34117188.000000 Penalty: 4136.007812
	Iteration 41Q: 3 clusters Score -3.411719e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 335516 members 
Entering Unmasked Estep 
Score: -34117136.000000 Penalty: 4136.007812
	Iteration 42Q: 3 clusters Score -3.411714e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 335558 members 
Entering Unmasked Estep 
Score: -34117164.000000 Penalty: 4136.007812
	Iteration 43Q: 3 clusters Score -3.411716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 335582 members 
Entering Unmasked Estep 
Score: -34117144.000000 Penalty: 4136.007812
	Iteration 44Q: 3 clusters Score -3.411714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 335604 members 
Entering Unmasked Estep 
Score: -34117156.000000 Penalty: 4136.007812
	Iteration 45Q: 3 clusters Score -3.411716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 335622 members 
Entering Unmasked Estep 
Score: -34117140.000000 Penalty: 4136.007812
	Iteration 46Q: 3 clusters Score -3.411714e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 335639 members 
Entering Unmasked Estep 
Score: -34117164.000000 Penalty: 4136.007812
	Iteration 47Q: 3 clusters Score -3.411716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 335646 members 
Entering Unmasked Estep 
Score: -34117176.000000 Penalty: 4136.007812
	Iteration 48Q: 3 clusters Score -3.411718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 335657 members 
Entering Unmasked Estep 
Score: -34117192.000000 Penalty: 4136.007812
	Iteration 49Q: 3 clusters Score -3.411719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 335662 members 
Entering Unmasked Estep 
Score: -34117192.000000 Penalty: 4136.007812
	Iteration 50Q: 3 clusters Score -3.411719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 335658 members 
Entering Unmasked Estep 
Score: -34117212.000000 Penalty: 4136.007812
	Iteration 51Q: 3 clusters Score -3.411721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 335658 members 
Entering Unmasked Estep 
Score: -34117192.000000 Penalty: 4136.007812
	Iteration 52Q: 3 clusters Score -3.411719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 335662 members 
Entering Unmasked Estep 
Score: -34117180.000000 Penalty: 4136.007812
	Iteration 53Q: 3 clusters Score -3.411718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 335667 members 
Entering Unmasked Estep 
Score: -34117164.000000 Penalty: 4136.007812
	Iteration 54Q: 3 clusters Score -3.411716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 335670 members 
Entering Unmasked Estep 
Score: -34117216.000000 Penalty: 4136.007812
	Iteration 55Q: 3 clusters Score -3.411722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 335670 members 
Entering Unmasked Estep 
Score: -34117200.000000 Penalty: 4136.007812
	Iteration 56Q: 3 clusters Score -3.41172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 335671 members 
Entering Unmasked Estep 
Score: -34117200.000000 Penalty: 4136.007812
	Iteration 57Q: 3 clusters Score -3.41172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 335677 members 
Entering Unmasked Estep 
Score: -34117228.000000 Penalty: 4136.007812
	Iteration 58Q: 3 clusters Score -3.411723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 335680 members 
Entering Unmasked Estep 
Score: -34117196.000000 Penalty: 4136.007812
	Iteration 59Q: 3 clusters Score -3.41172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 335687 members 
Entering Unmasked Estep 
Score: -34117180.000000 Penalty: 4136.007812
	Iteration 60F: 3 clusters Score -3.411718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 335688 members 
Entering Unmasked Estep 
Score: -34117184.000000 Penalty: 4136.007812
	Iteration 61Q: 3 clusters Score -3.411718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 335691 members 
Entering Unmasked Estep 
Score: -34117180.000000 Penalty: 4136.007812
	Iteration 62Q: 3 clusters Score -3.411718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 335693 members 
Entering Unmasked Estep 
Score: -34117164.000000 Penalty: 4136.007812
	Iteration 63Q: 3 clusters Score -3.411716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 335694 members 
Entering Unmasked Estep 
Score: -34117160.000000 Penalty: 4136.007812
	Iteration 64Q: 3 clusters Score -3.411716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 335692 members 
Entering Unmasked Estep 
Score: -34117164.000000 Penalty: 4136.007812
	Iteration 65Q: 3 clusters Score -3.411716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 335692 members 
Entering Unmasked Estep 
Score: -34117184.000000 Penalty: 4136.007812
	Iteration 66Q: 3 clusters Score -3.411718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 335690 members 
Entering Unmasked Estep 
Score: -34117192.000000 Penalty: 4136.007812
	Iteration 67Q: 3 clusters Score -3.411719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 335688 members 
Entering Unmasked Estep 
Score: -34117184.000000 Penalty: 4136.007812
	Iteration 68Q: 3 clusters Score -3.411718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 335686 members 
Entering Unmasked Estep 
Score: -34117200.000000 Penalty: 4136.007812
	Iteration 69Q: 3 clusters Score -3.41172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 335686 members 
Entering Unmasked Estep 
Score: -34117192.000000 Penalty: 4136.007812
	Iteration 70Q: 3 clusters Score -3.411719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 335686 members 
Entering Unmasked Estep 
Score: -34117204.000000 Penalty: 4136.007812
	Iteration 71Q: 3 clusters Score -3.41172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 335685 members 
Entering Unmasked Estep 
Score: -34117204.000000 Penalty: 4136.007812
	Iteration 72Q: 3 clusters Score -3.41172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 335685 members 
Entering Unmasked Estep 
Score: -34117200.000000 Penalty: 4136.007812
	Iteration 73Q: 3 clusters Score -3.41172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 335685 members 
Entering Unmasked Estep 
Score: -34117204.000000 Penalty: 4136.007812
	Iteration 74Q: 3 clusters Score -3.41172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 335681 members 
Entering Unmasked Estep 
Score: -34117228.000000 Penalty: 4136.007812
	Iteration 75Q: 3 clusters Score -3.411723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 335681 members 
Entering Unmasked Estep 
Score: -34117232.000000 Penalty: 4136.007812
	Iteration 76Q: 3 clusters Score -3.411723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 335679 members 
Entering Unmasked Estep 
Score: -34117244.000000 Penalty: 4136.007812
	Iteration 77Q: 3 clusters Score -3.411724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 335678 members 
Entering Unmasked Estep 
Score: -34117244.000000 Penalty: 4136.007812
	Iteration 78Q: 3 clusters Score -3.411724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 335677 members 
Entering Unmasked Estep 
Score: -34117244.000000 Penalty: 4136.007812
	Iteration 79Q: 3 clusters Score -3.411724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 335677 members 
Entering Unmasked Estep 
Score: -34117236.000000 Penalty: 4136.007812
	Iteration 80F: 3 clusters Score -3.411724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 335675 members 
Entering Unmasked Estep 
Score: -34117236.000000 Penalty: 4136.007812
	Iteration 81Q: 3 clusters Score -3.411724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 335674 members 
Entering Unmasked Estep 
Score: -34117236.000000 Penalty: 4136.007812
	Iteration 82Q: 3 clusters Score -3.411724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 335675 members 
Entering Unmasked Estep 
Score: -34117232.000000 Penalty: 4136.007812
	Iteration 83Q: 3 clusters Score -3.411723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 335675 members 
Entering Unmasked Estep 
Score: -34117232.000000 Penalty: 4136.007812
	Iteration 84F: 3 clusters Score -3.411723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Entering Unmasked Estep 
Score: -5724386.500000 Penalty: 1775.283691
	Iteration 0F: 2 clusters Score -5724386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -5687344.000000 Penalty: 3550.567383
	Iteration 0F: 3 clusters Score -5687344 nChanged 26201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5702333.000000 Penalty: 3550.567383
	Iteration 1F: 3 clusters Score -5702333 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -5703069.500000 Penalty: 3550.567383
	Iteration 2Q: 3 clusters Score -5703070 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -5703861.000000 Penalty: 3550.567383
	Iteration 3Q: 3 clusters Score -5703861 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5704890.000000 Penalty: 3550.567383
	Iteration 4Q: 3 clusters Score -5704890 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -5706133.000000 Penalty: 3550.567383
	Iteration 5Q: 3 clusters Score -5706133 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -5707776.000000 Penalty: 3550.567383
	Iteration 6F: 3 clusters Score -5707776 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -5710046.000000 Penalty: 3550.567383
	Iteration 7F: 3 clusters Score -5710046 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5712661.000000 Penalty: 3550.567383
	Iteration 8F: 3 clusters Score -5712661 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -5715183.000000 Penalty: 3550.567383
	Iteration 9F: 3 clusters Score -5715183 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -5716928.500000 Penalty: 3550.567383
	Iteration 10Q: 3 clusters Score -5716928 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -5717934.500000 Penalty: 3550.567383
	Iteration 11Q: 3 clusters Score -5717934 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -5718528.000000 Penalty: 3550.567383
	Iteration 12Q: 3 clusters Score -5718528 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -5718967.500000 Penalty: 3550.567383
	Iteration 13Q: 3 clusters Score -5718968 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -5719321.500000 Penalty: 3550.567383
	Iteration 14Q: 3 clusters Score -5719322 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -5719698.000000 Penalty: 3550.567383
	Iteration 15Q: 3 clusters Score -5719698 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -5720007.000000 Penalty: 3550.567383
	Iteration 16Q: 3 clusters Score -5720007 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -5720262.500000 Penalty: 3550.567383
	Iteration 17Q: 3 clusters Score -5720262 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -5720505.000000 Penalty: 3550.567383
	Iteration 18Q: 3 clusters Score -5720505 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5720715.000000 Penalty: 3550.567383
	Iteration 19Q: 3 clusters Score -5720715 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5720951.000000 Penalty: 3550.567383
	Iteration 20F: 3 clusters Score -5720951 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5721154.000000 Penalty: 3550.567383
	Iteration 21Q: 3 clusters Score -5721154 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5721368.500000 Penalty: 3550.567383
	Iteration 22Q: 3 clusters Score -5721368 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5721597.500000 Penalty: 3550.567383
	Iteration 23Q: 3 clusters Score -5721598 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5721797.000000 Penalty: 3550.567383
	Iteration 24Q: 3 clusters Score -5721797 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5722009.000000 Penalty: 3550.567383
	Iteration 25Q: 3 clusters Score -5722009 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5722203.000000 Penalty: 3550.567383
	Iteration 26Q: 3 clusters Score -5722203 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5722339.500000 Penalty: 3550.567383
	Iteration 27Q: 3 clusters Score -5722340 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5722447.000000 Penalty: 3550.567383
	Iteration 28Q: 3 clusters Score -5722447 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5722566.000000 Penalty: 3550.567383
	Iteration 29Q: 3 clusters Score -5722566 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5722675.000000 Penalty: 3550.567383
	Iteration 30Q: 3 clusters Score -5722675 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5722743.000000 Penalty: 3550.567383
	Iteration 31Q: 3 clusters Score -5722743 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5722780.500000 Penalty: 3550.567383
	Iteration 32Q: 3 clusters Score -5722780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5722812.000000 Penalty: 3550.567383
	Iteration 33Q: 3 clusters Score -5722812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5722832.000000 Penalty: 3550.567383
	Iteration 34Q: 3 clusters Score -5722832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5722850.000000 Penalty: 3550.567383
	Iteration 35Q: 3 clusters Score -5722850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5722873.500000 Penalty: 3550.567383
	Iteration 36Q: 3 clusters Score -5722874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5722892.500000 Penalty: 3550.567383
	Iteration 37Q: 3 clusters Score -5722892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5722903.000000 Penalty: 3550.567383
	Iteration 38Q: 3 clusters Score -5722903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5722908.000000 Penalty: 3550.567383
	Iteration 39Q: 3 clusters Score -5722908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5722918.500000 Penalty: 3550.567383
	Iteration 40F: 3 clusters Score -5722918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5722926.000000 Penalty: 3550.567383
	Iteration 41Q: 3 clusters Score -5722926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5722933.500000 Penalty: 3550.567383
	Iteration 42Q: 3 clusters Score -5722934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5722931.500000 Penalty: 3550.567383
	Iteration 43Q: 3 clusters Score -5722932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5722935.500000 Penalty: 3550.567383
	Iteration 44Q: 3 clusters Score -5722936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5722941.500000 Penalty: 3550.567383
	Iteration 45Q: 3 clusters Score -5722942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5722941.000000 Penalty: 3550.567383
	Iteration 46Q: 3 clusters Score -5722941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5722951.500000 Penalty: 3550.567383
	Iteration 47Q: 3 clusters Score -5722952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5722953.000000 Penalty: 3550.567383
	Iteration 48Q: 3 clusters Score -5722953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5722952.000000 Penalty: 3550.567383
	Iteration 49Q: 3 clusters Score -5722952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5722954.500000 Penalty: 3550.567383
	Iteration 50Q: 3 clusters Score -5722954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5722956.500000 Penalty: 3550.567383
	Iteration 51Q: 3 clusters Score -5722956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5722959.500000 Penalty: 3550.567383
	Iteration 52Q: 3 clusters Score -5722960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5722971.500000 Penalty: 3550.567383
	Iteration 53Q: 3 clusters Score -5722972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5722966.000000 Penalty: 3550.567383
	Iteration 54Q: 3 clusters Score -5722966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5722968.000000 Penalty: 3550.567383
	Iteration 55Q: 3 clusters Score -5722968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5722966.500000 Penalty: 3550.567383
	Iteration 56Q: 3 clusters Score -5722966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5722966.000000 Penalty: 3550.567383
	Iteration 57Q: 3 clusters Score -5722966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5722963.500000 Penalty: 3550.567383
	Iteration 58Q: 3 clusters Score -5722964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5722967.000000 Penalty: 3550.567383
	Iteration 59Q: 3 clusters Score -5722967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5722967.000000 Penalty: 3550.567383
	Iteration 60F: 3 clusters Score -5722967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Entering Unmasked Estep 
Score: -339215.531250 Penalty: 1312.686035
	Iteration 0F: 2 clusters Score -339215.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -336307.593750 Penalty: 2625.372070
	Iteration 0F: 3 clusters Score -336307.6 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -336953.218750 Penalty: 2625.372070
	Iteration 1F: 3 clusters Score -336953.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -337085.031250 Penalty: 2625.372070
	Iteration 2F: 3 clusters Score -337085 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -337174.062500 Penalty: 2625.372070
	Iteration 3F: 3 clusters Score -337174.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -337242.531250 Penalty: 2625.372070
	Iteration 4Q: 3 clusters Score -337242.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -337297.562500 Penalty: 2625.372070
	Iteration 5Q: 3 clusters Score -337297.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -337332.312500 Penalty: 2625.372070
	Iteration 6Q: 3 clusters Score -337332.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -337355.625000 Penalty: 2625.372070
	Iteration 7Q: 3 clusters Score -337355.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -337376.218750 Penalty: 2625.372070
	Iteration 8Q: 3 clusters Score -337376.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -337396.812500 Penalty: 2625.372070
	Iteration 9Q: 3 clusters Score -337396.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -337412.687500 Penalty: 2625.372070
	Iteration 10Q: 3 clusters Score -337412.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -337430.218750 Penalty: 2625.372070
	Iteration 11Q: 3 clusters Score -337430.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -337444.093750 Penalty: 2625.372070
	Iteration 12Q: 3 clusters Score -337444.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -337453.031250 Penalty: 2625.372070
	Iteration 13Q: 3 clusters Score -337453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -337464.343750 Penalty: 2625.372070
	Iteration 14Q: 3 clusters Score -337464.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -337476.406250 Penalty: 2625.372070
	Iteration 15Q: 3 clusters Score -337476.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -337488.593750 Penalty: 2625.372070
	Iteration 16Q: 3 clusters Score -337488.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -337496.812500 Penalty: 2625.372070
	Iteration 17Q: 3 clusters Score -337496.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -337505.156250 Penalty: 2625.372070
	Iteration 18Q: 3 clusters Score -337505.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -337515.718750 Penalty: 2625.372070
	Iteration 19Q: 3 clusters Score -337515.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -337527.750000 Penalty: 2625.372070
	Iteration 20F: 3 clusters Score -337527.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -337535.656250 Penalty: 2625.372070
	Iteration 21Q: 3 clusters Score -337535.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -337544.843750 Penalty: 2625.372070
	Iteration 22Q: 3 clusters Score -337544.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -337555.593750 Penalty: 2625.372070
	Iteration 23Q: 3 clusters Score -337555.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -337567.281250 Penalty: 2625.372070
	Iteration 24Q: 3 clusters Score -337567.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -337582.968750 Penalty: 2625.372070
	Iteration 25Q: 3 clusters Score -337583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -337598.468750 Penalty: 2625.372070
	Iteration 26Q: 3 clusters Score -337598.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -337606.531250 Penalty: 2625.372070
	Iteration 27Q: 3 clusters Score -337606.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -337616.406250 Penalty: 2625.372070
	Iteration 28Q: 3 clusters Score -337616.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -337630.781250 Penalty: 2625.372070
	Iteration 29Q: 3 clusters Score -337630.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -337644.656250 Penalty: 2625.372070
	Iteration 30Q: 3 clusters Score -337644.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -337653.250000 Penalty: 2625.372070
	Iteration 31Q: 3 clusters Score -337653.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -337667.875000 Penalty: 2625.372070
	Iteration 32Q: 3 clusters Score -337667.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -337676.593750 Penalty: 2625.372070
	Iteration 33Q: 3 clusters Score -337676.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -337691.000000 Penalty: 2625.372070
	Iteration 34Q: 3 clusters Score -337691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -337702.750000 Penalty: 2625.372070
	Iteration 35Q: 3 clusters Score -337702.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -337711.687500 Penalty: 2625.372070
	Iteration 36Q: 3 clusters Score -337711.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -337729.031250 Penalty: 2625.372070
	Iteration 37Q: 3 clusters Score -337729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -337755.656250 Penalty: 2625.372070
	Iteration 38Q: 3 clusters Score -337755.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -337787.031250 Penalty: 2625.372070
	Iteration 39Q: 3 clusters Score -337787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -337813.093750 Penalty: 2625.372070
	Iteration 40F: 3 clusters Score -337813.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -337833.156250 Penalty: 2625.372070
	Iteration 41Q: 3 clusters Score -337833.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -337857.312500 Penalty: 2625.372070
	Iteration 42Q: 3 clusters Score -337857.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -337872.625000 Penalty: 2625.372070
	Iteration 43Q: 3 clusters Score -337872.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -337885.468750 Penalty: 2625.372070
	Iteration 44Q: 3 clusters Score -337885.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -337896.218750 Penalty: 2625.372070
	Iteration 45Q: 3 clusters Score -337896.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -337909.218750 Penalty: 2625.372070
	Iteration 46Q: 3 clusters Score -337909.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -337921.750000 Penalty: 2625.372070
	Iteration 47Q: 3 clusters Score -337921.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -337932.812500 Penalty: 2625.372070
	Iteration 48Q: 3 clusters Score -337932.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -337947.031250 Penalty: 2625.372070
	Iteration 49Q: 3 clusters Score -337947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -337966.218750 Penalty: 2625.372070
	Iteration 50Q: 3 clusters Score -337966.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -337981.562500 Penalty: 2625.372070
	Iteration 51Q: 3 clusters Score -337981.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -337996.000000 Penalty: 2625.372070
	Iteration 52Q: 3 clusters Score -337996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -338011.875000 Penalty: 2625.372070
	Iteration 53Q: 3 clusters Score -338011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -338018.843750 Penalty: 2625.372070
	Iteration 54Q: 3 clusters Score -338018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -338018.843750 Penalty: 2625.372070
	Iteration 55F: 3 clusters Score -338018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89587 members 
Entering Unmasked Estep 
Score: -9265560.000000 Penalty: 1852.981934
	Iteration 0F: 2 clusters Score -9265560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -9205538.000000 Penalty: 3705.963867
	Iteration 0F: 3 clusters Score -9205538 nChanged 42806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -9230133.000000 Penalty: 3705.963867
	Iteration 1F: 3 clusters Score -9230133 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -9230554.000000 Penalty: 3705.963867
	Iteration 2Q: 3 clusters Score -9230554 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -9231027.000000 Penalty: 3705.963867
	Iteration 3Q: 3 clusters Score -9231027 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -9231417.000000 Penalty: 3705.963867
	Iteration 4Q: 3 clusters Score -9231417 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -9231877.000000 Penalty: 3705.963867
	Iteration 5Q: 3 clusters Score -9231877 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -9232430.000000 Penalty: 3705.963867
	Iteration 6Q: 3 clusters Score -9232430 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -9233496.000000 Penalty: 3705.963867
	Iteration 7Q: 3 clusters Score -9233496 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -9235531.000000 Penalty: 3705.963867
	Iteration 8Q: 3 clusters Score -9235531 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -9239154.000000 Penalty: 3705.963867
	Iteration 9F: 3 clusters Score -9239154 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -9245022.000000 Penalty: 3705.963867
	Iteration 10F: 3 clusters Score -9245022 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -9251963.000000 Penalty: 3705.963867
	Iteration 11F: 3 clusters Score -9251963 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -9257718.000000 Penalty: 3705.963867
	Iteration 12F: 3 clusters Score -9257718 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -9261309.000000 Penalty: 3705.963867
	Iteration 13Q: 3 clusters Score -9261309 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -9262923.000000 Penalty: 3705.963867
	Iteration 14Q: 3 clusters Score -9262923 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -9263476.000000 Penalty: 3705.963867
	Iteration 15Q: 3 clusters Score -9263476 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -9263697.000000 Penalty: 3705.963867
	Iteration 16Q: 3 clusters Score -9263697 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -9263803.000000 Penalty: 3705.963867
	Iteration 17Q: 3 clusters Score -9263803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -9263852.000000 Penalty: 3705.963867
	Iteration 18Q: 3 clusters Score -9263852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -9263888.000000 Penalty: 3705.963867
	Iteration 19Q: 3 clusters Score -9263888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -9263905.000000 Penalty: 3705.963867
	Iteration 20F: 3 clusters Score -9263905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -9263922.000000 Penalty: 3705.963867
	Iteration 21Q: 3 clusters Score -9263922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -9263928.000000 Penalty: 3705.963867
	Iteration 22Q: 3 clusters Score -9263928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -9263928.000000 Penalty: 3705.963867
	Iteration 23Q: 3 clusters Score -9263928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -9263929.000000 Penalty: 3705.963867
	Iteration 24Q: 3 clusters Score -9263929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -9263936.000000 Penalty: 3705.963867
	Iteration 25Q: 3 clusters Score -9263936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -9263936.000000 Penalty: 3705.963867
	Iteration 26Q: 3 clusters Score -9263936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -9263939.000000 Penalty: 3705.963867
	Iteration 27Q: 3 clusters Score -9263939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -9263941.000000 Penalty: 3705.963867
	Iteration 28Q: 3 clusters Score -9263941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -9263941.000000 Penalty: 3705.963867
	Iteration 29Q: 3 clusters Score -9263941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -9263951.000000 Penalty: 3705.963867
	Iteration 30Q: 3 clusters Score -9263951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -9263946.000000 Penalty: 3705.963867
	Iteration 31Q: 3 clusters Score -9263946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -9263950.000000 Penalty: 3705.963867
	Iteration 32Q: 3 clusters Score -9263950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -9263950.000000 Penalty: 3705.963867
	Iteration 33F: 3 clusters Score -9263950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Entering Unmasked Estep 
Score: -8066256.000000 Penalty: 1831.066040
	Iteration 0F: 2 clusters Score -8066256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -8013832.000000 Penalty: 3662.132080
	Iteration 0F: 3 clusters Score -8013832 nChanged 37095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -8034738.000000 Penalty: 3662.132080
	Iteration 1F: 3 clusters Score -8034738 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -8035266.500000 Penalty: 3662.132080
	Iteration 2Q: 3 clusters Score -8035266 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -8035835.500000 Penalty: 3662.132080
	Iteration 3Q: 3 clusters Score -8035836 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -8036698.500000 Penalty: 3662.132080
	Iteration 4Q: 3 clusters Score -8036698 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -8038187.500000 Penalty: 3662.132080
	Iteration 5Q: 3 clusters Score -8038188 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -8041120.000000 Penalty: 3662.132080
	Iteration 6F: 3 clusters Score -8041120 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -8046209.000000 Penalty: 3662.132080
	Iteration 7F: 3 clusters Score -8046209 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -8053075.500000 Penalty: 3662.132080
	Iteration 8F: 3 clusters Score -8053076 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -8059175.000000 Penalty: 3662.132080
	Iteration 9F: 3 clusters Score -8059175 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -8062659.500000 Penalty: 3662.132080
	Iteration 10Q: 3 clusters Score -8062660 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8063966.000000 Penalty: 3662.132080
	Iteration 11Q: 3 clusters Score -8063966 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8064436.000000 Penalty: 3662.132080
	Iteration 12Q: 3 clusters Score -8064436 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8064660.500000 Penalty: 3662.132080
	Iteration 13Q: 3 clusters Score -8064660 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8064755.000000 Penalty: 3662.132080
	Iteration 14Q: 3 clusters Score -8064755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8064804.500000 Penalty: 3662.132080
	Iteration 15Q: 3 clusters Score -8064804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8064831.000000 Penalty: 3662.132080
	Iteration 16Q: 3 clusters Score -8064831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8064843.500000 Penalty: 3662.132080
	Iteration 17Q: 3 clusters Score -8064844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8064841.500000 Penalty: 3662.132080
	Iteration 18Q: 3 clusters Score -8064842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8064857.500000 Penalty: 3662.132080
	Iteration 19Q: 3 clusters Score -8064858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8064858.000000 Penalty: 3662.132080
	Iteration 20F: 3 clusters Score -8064858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8064876.500000 Penalty: 3662.132080
	Iteration 21Q: 3 clusters Score -8064876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8064886.500000 Penalty: 3662.132080
	Iteration 22Q: 3 clusters Score -8064886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8064893.500000 Penalty: 3662.132080
	Iteration 23Q: 3 clusters Score -8064894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8064894.000000 Penalty: 3662.132080
	Iteration 24Q: 3 clusters Score -8064894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8064896.500000 Penalty: 3662.132080
	Iteration 25Q: 3 clusters Score -8064896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8064900.000000 Penalty: 3662.132080
	Iteration 26Q: 3 clusters Score -8064900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8064906.500000 Penalty: 3662.132080
	Iteration 27Q: 3 clusters Score -8064906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8064904.500000 Penalty: 3662.132080
	Iteration 28Q: 3 clusters Score -8064904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8064902.000000 Penalty: 3662.132080
	Iteration 29Q: 3 clusters Score -8064902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8064907.500000 Penalty: 3662.132080
	Iteration 30Q: 3 clusters Score -8064908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8064917.500000 Penalty: 3662.132080
	Iteration 31Q: 3 clusters Score -8064918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8064925.000000 Penalty: 3662.132080
	Iteration 32Q: 3 clusters Score -8064925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8064927.000000 Penalty: 3662.132080
	Iteration 33Q: 3 clusters Score -8064927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8064924.000000 Penalty: 3662.132080
	Iteration 34Q: 3 clusters Score -8064924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8064926.000000 Penalty: 3662.132080
	Iteration 35Q: 3 clusters Score -8064926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8064924.500000 Penalty: 3662.132080
	Iteration 36Q: 3 clusters Score -8064924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8064924.000000 Penalty: 3662.132080
	Iteration 37Q: 3 clusters Score -8064924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8064924.000000 Penalty: 3662.132080
	Iteration 38Q: 3 clusters Score -8064924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8064927.500000 Penalty: 3662.132080
	Iteration 39Q: 3 clusters Score -8064928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8064927.500000 Penalty: 3662.132080
	Iteration 40F: 3 clusters Score -8064928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (81396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Entering Unmasked Estep 
Score: -8406739.000000 Penalty: 1837.400757
	Iteration 0F: 2 clusters Score -8406739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -8352415.500000 Penalty: 3674.801514
	Iteration 0F: 3 clusters Score -8352416 nChanged 38524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -8374663.000000 Penalty: 3674.801514
	Iteration 1F: 3 clusters Score -8374663 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -8375348.000000 Penalty: 3674.801514
	Iteration 2Q: 3 clusters Score -8375348 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8376167.000000 Penalty: 3674.801514
	Iteration 3Q: 3 clusters Score -8376167 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -8377276.500000 Penalty: 3674.801514
	Iteration 4Q: 3 clusters Score -8377276 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -8378856.000000 Penalty: 3674.801514
	Iteration 5Q: 3 clusters Score -8378856 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -8381130.500000 Penalty: 3674.801514
	Iteration 6F: 3 clusters Score -8381130 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -8384439.000000 Penalty: 3674.801514
	Iteration 7F: 3 clusters Score -8384439 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -8388859.000000 Penalty: 3674.801514
	Iteration 8F: 3 clusters Score -8388859 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -8393519.000000 Penalty: 3674.801514
	Iteration 9F: 3 clusters Score -8393519 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -8397507.000000 Penalty: 3674.801514
	Iteration 10F: 3 clusters Score -8397507 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -8400123.000000 Penalty: 3674.801514
	Iteration 11Q: 3 clusters Score -8400123 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -8401626.000000 Penalty: 3674.801514
	Iteration 12Q: 3 clusters Score -8401626 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -8402435.000000 Penalty: 3674.801514
	Iteration 13Q: 3 clusters Score -8402435 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -8403020.000000 Penalty: 3674.801514
	Iteration 14Q: 3 clusters Score -8403020 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -8403499.000000 Penalty: 3674.801514
	Iteration 15Q: 3 clusters Score -8403499 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -8403840.000000 Penalty: 3674.801514
	Iteration 16Q: 3 clusters Score -8403840 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 76601 members 
Entering Unmasked Estep 
Score: -8404059.000000 Penalty: 3674.801514
	Iteration 17Q: 3 clusters Score -8404059 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -8404317.000000 Penalty: 3674.801514
	Iteration 18Q: 3 clusters Score -8404317 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -8404489.000000 Penalty: 3674.801514
	Iteration 19Q: 3 clusters Score -8404489 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 78036 members 
Entering Unmasked Estep 
Score: -8404662.000000 Penalty: 3674.801514
	Iteration 20F: 3 clusters Score -8404662 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -8404811.000000 Penalty: 3674.801514
	Iteration 21Q: 3 clusters Score -8404811 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -8404870.000000 Penalty: 3674.801514
	Iteration 22Q: 3 clusters Score -8404870 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -8404945.000000 Penalty: 3674.801514
	Iteration 23Q: 3 clusters Score -8404945 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -8405029.000000 Penalty: 3674.801514
	Iteration 24Q: 3 clusters Score -8405029 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -8405071.000000 Penalty: 3674.801514
	Iteration 25Q: 3 clusters Score -8405071 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -8405115.000000 Penalty: 3674.801514
	Iteration 26Q: 3 clusters Score -8405115 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -8405134.000000 Penalty: 3674.801514
	Iteration 27Q: 3 clusters Score -8405134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -8405154.000000 Penalty: 3674.801514
	Iteration 28Q: 3 clusters Score -8405154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -8405173.000000 Penalty: 3674.801514
	Iteration 29Q: 3 clusters Score -8405173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -8405190.000000 Penalty: 3674.801514
	Iteration 30Q: 3 clusters Score -8405190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -8405203.000000 Penalty: 3674.801514
	Iteration 31Q: 3 clusters Score -8405203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -8405219.000000 Penalty: 3674.801514
	Iteration 32Q: 3 clusters Score -8405219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -8405221.000000 Penalty: 3674.801514
	Iteration 33Q: 3 clusters Score -8405221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -8405232.000000 Penalty: 3674.801514
	Iteration 34Q: 3 clusters Score -8405232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -8405249.000000 Penalty: 3674.801514
	Iteration 35Q: 3 clusters Score -8405249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -8405248.000000 Penalty: 3674.801514
	Iteration 36Q: 3 clusters Score -8405248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -8405255.000000 Penalty: 3674.801514
	Iteration 37Q: 3 clusters Score -8405255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -8405261.000000 Penalty: 3674.801514
	Iteration 38Q: 3 clusters Score -8405261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -8405259.000000 Penalty: 3674.801514
	Iteration 39Q: 3 clusters Score -8405259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -8405261.000000 Penalty: 3674.801514
	Iteration 40F: 3 clusters Score -8405261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -8405269.000000 Penalty: 3674.801514
	Iteration 41Q: 3 clusters Score -8405269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -8405277.000000 Penalty: 3674.801514
	Iteration 42Q: 3 clusters Score -8405277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -8405285.000000 Penalty: 3674.801514
	Iteration 43Q: 3 clusters Score -8405285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
Score: -8405290.000000 Penalty: 3674.801514
	Iteration 44Q: 3 clusters Score -8405290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
Score: -8405291.000000 Penalty: 3674.801514
	Iteration 45Q: 3 clusters Score -8405291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -8405294.000000 Penalty: 3674.801514
	Iteration 46Q: 3 clusters Score -8405294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -8405298.000000 Penalty: 3674.801514
	Iteration 47Q: 3 clusters Score -8405298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -8405298.000000 Penalty: 3674.801514
	Iteration 48Q: 3 clusters Score -8405298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -8405300.000000 Penalty: 3674.801514
	Iteration 49Q: 3 clusters Score -8405300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -8405300.000000 Penalty: 3674.801514
	Iteration 50Q: 3 clusters Score -8405300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -8405299.000000 Penalty: 3674.801514
	Iteration 51Q: 3 clusters Score -8405299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -8405300.000000 Penalty: 3674.801514
	Iteration 52Q: 3 clusters Score -8405300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -8405304.000000 Penalty: 3674.801514
	Iteration 53Q: 3 clusters Score -8405304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -8405305.000000 Penalty: 3674.801514
	Iteration 54Q: 3 clusters Score -8405305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -8405302.000000 Penalty: 3674.801514
	Iteration 55Q: 3 clusters Score -8405302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -8405302.000000 Penalty: 3674.801514
	Iteration 56Q: 3 clusters Score -8405302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -8405302.000000 Penalty: 3674.801514
	Iteration 57F: 3 clusters Score -8405302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 32147 members 
Mstep: Class 3 contains 1989 members 
Mstep: Class 4 contains 54275 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 6285 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 9 contains 39623 members 
Mstep: Class 11 contains 102289 members 
Mstep: Class 12 contains 336441 members 
Mstep: Class 14 contains 55538 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 17 contains 89587 members 
Mstep: Class 20 contains 78284 members 
Mstep: Class 21 contains 81396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145688.000000 Penalty: 33526.671875
Iteration 399Q: 16 clusters Score -9.414569e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 32272 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 54411 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 39701 members 
Mstep: Class 11 contains 101087 members 
Mstep: Class 12 contains 336536 members 
Mstep: Class 14 contains 55694 members 
Mstep: Class 16 contains 3206 members 
Mstep: Class 17 contains 89736 members 
Mstep: Class 20 contains 78490 members 
Mstep: Class 21 contains 81771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145224.000000 Penalty: 33526.671875
Iteration 400F: 16 clusters Score -9.414522e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 32375 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 54529 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 6267 members 
Mstep: Class 8 contains 2373 members 
Mstep: Class 9 contains 39767 members 
Mstep: Class 11 contains 99926 members 
Mstep: Class 12 contains 336654 members 
Mstep: Class 14 contains 55836 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 89885 members 
Mstep: Class 20 contains 78695 members 
Mstep: Class 21 contains 82145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145136.000000 Penalty: 33526.671875
Iteration 401Q: 16 clusters Score -9.414514e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 32469 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 54634 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 2369 members 
Mstep: Class 9 contains 39833 members 
Mstep: Class 11 contains 98755 members 
Mstep: Class 12 contains 336797 members 
Mstep: Class 14 contains 55978 members 
Mstep: Class 16 contains 3180 members 
Mstep: Class 17 contains 90009 members 
Mstep: Class 20 contains 78905 members 
Mstep: Class 21 contains 82501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145040.000000 Penalty: 33526.671875
Iteration 402Q: 16 clusters Score -9.414504e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 54742 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 2364 members 
Mstep: Class 9 contains 39882 members 
Mstep: Class 11 contains 97704 members 
Mstep: Class 12 contains 336910 members 
Mstep: Class 14 contains 56107 members 
Mstep: Class 16 contains 3178 members 
Mstep: Class 17 contains 90123 members 
Mstep: Class 20 contains 79106 members 
Mstep: Class 21 contains 82839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145144.000000 Penalty: 33526.671875
Iteration 403Q: 16 clusters Score -9.414514e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 32609 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 54828 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 39919 members 
Mstep: Class 11 contains 96752 members 
Mstep: Class 12 contains 336988 members 
Mstep: Class 14 contains 56218 members 
Mstep: Class 16 contains 3169 members 
Mstep: Class 17 contains 90227 members 
Mstep: Class 20 contains 79322 members 
Mstep: Class 21 contains 83161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145096.000000 Penalty: 33526.671875
Iteration 404Q: 16 clusters Score -9.41451e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 32683 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 54906 members 
Mstep: Class 6 contains 3351 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 39964 members 
Mstep: Class 11 contains 95828 members 
Mstep: Class 12 contains 337078 members 
Mstep: Class 14 contains 56321 members 
Mstep: Class 16 contains 3166 members 
Mstep: Class 17 contains 90308 members 
Mstep: Class 20 contains 79511 members 
Mstep: Class 21 contains 83485 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 405Q: 16 clusters Score -9.414522e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 32748 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 54998 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 39986 members 
Mstep: Class 11 contains 94937 members 
Mstep: Class 12 contains 337179 members 
Mstep: Class 14 contains 56418 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 90407 members 
Mstep: Class 20 contains 79696 members 
Mstep: Class 21 contains 83788 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 406Q: 16 clusters Score -9.414537e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 32809 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 55100 members 
Mstep: Class 6 contains 3355 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 2353 members 
Mstep: Class 9 contains 40007 members 
Mstep: Class 11 contains 94106 members 
Mstep: Class 12 contains 337277 members 
Mstep: Class 14 contains 56492 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 90503 members 
Mstep: Class 20 contains 79864 members 
Mstep: Class 21 contains 84068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145264.000000 Penalty: 33526.671875
Iteration 407Q: 16 clusters Score -9.414526e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 32868 members 
Mstep: Class 3 contains 1977 members 
Mstep: Class 4 contains 55189 members 
Mstep: Class 6 contains 3358 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 40039 members 
Mstep: Class 11 contains 93351 members 
Mstep: Class 12 contains 337320 members 
Mstep: Class 14 contains 56577 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 90575 members 
Mstep: Class 20 contains 80036 members 
Mstep: Class 21 contains 84331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145256.000000 Penalty: 33526.671875
Iteration 408Q: 16 clusters Score -9.414526e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 32931 members 
Mstep: Class 3 contains 1974 members 
Mstep: Class 4 contains 55269 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 40066 members 
Mstep: Class 11 contains 92641 members 
Mstep: Class 12 contains 337385 members 
Mstep: Class 14 contains 56677 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 90657 members 
Mstep: Class 20 contains 80178 members 
Mstep: Class 21 contains 84535 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 409Q: 16 clusters Score -9.414535e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 32996 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 55318 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 2348 members 
Mstep: Class 9 contains 40082 members 
Mstep: Class 11 contains 91993 members 
Mstep: Class 12 contains 337431 members 
Mstep: Class 14 contains 56761 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 90746 members 
Mstep: Class 20 contains 80318 members 
Mstep: Class 21 contains 84740 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 410Q: 16 clusters Score -9.414525e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 33058 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 4 contains 55371 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 40099 members 
Mstep: Class 11 contains 91334 members 
Mstep: Class 12 contains 337513 members 
Mstep: Class 14 contains 56840 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 90826 members 
Mstep: Class 20 contains 80436 members 
Mstep: Class 21 contains 84963 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 411Q: 16 clusters Score -9.414527e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 33121 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 55430 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 6115 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 40106 members 
Mstep: Class 11 contains 90725 members 
Mstep: Class 12 contains 337580 members 
Mstep: Class 14 contains 56924 members 
Mstep: Class 16 contains 3102 members 
Mstep: Class 17 contains 90884 members 
Mstep: Class 20 contains 80545 members 
Mstep: Class 21 contains 85191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145152.000000 Penalty: 33526.671875
Iteration 412Q: 16 clusters Score -9.414515e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 33179 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 55479 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 7 contains 6104 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 40115 members 
Mstep: Class 11 contains 90215 members 
Mstep: Class 12 contains 337595 members 
Mstep: Class 14 contains 56990 members 
Mstep: Class 16 contains 3095 members 
Mstep: Class 17 contains 90955 members 
Mstep: Class 20 contains 80651 members 
Mstep: Class 21 contains 85374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145256.000000 Penalty: 33526.671875
Iteration 413Q: 16 clusters Score -9.414526e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 33221 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 55521 members 
Mstep: Class 6 contains 3358 members 
Mstep: Class 7 contains 6095 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 40139 members 
Mstep: Class 11 contains 89700 members 
Mstep: Class 12 contains 337660 members 
Mstep: Class 14 contains 57048 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 91020 members 
Mstep: Class 20 contains 80733 members 
Mstep: Class 21 contains 85564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145240.000000 Penalty: 33526.671875
Iteration 414Q: 16 clusters Score -9.414524e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 33261 members 
Mstep: Class 3 contains 1966 members 
Mstep: Class 4 contains 55557 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 6088 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 40156 members 
Mstep: Class 11 contains 89200 members 
Mstep: Class 12 contains 337680 members 
Mstep: Class 14 contains 57113 members 
Mstep: Class 16 contains 3084 members 
Mstep: Class 17 contains 91072 members 
Mstep: Class 20 contains 80845 members 
Mstep: Class 21 contains 85769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145368.000000 Penalty: 33526.671875
Iteration 415Q: 16 clusters Score -9.414537e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 33288 members 
Mstep: Class 3 contains 1966 members 
Mstep: Class 4 contains 55608 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 6080 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 9 contains 40172 members 
Mstep: Class 11 contains 88721 members 
Mstep: Class 12 contains 337703 members 
Mstep: Class 14 contains 57171 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 91132 members 
Mstep: Class 20 contains 80957 members 
Mstep: Class 21 contains 85938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145552.000000 Penalty: 33526.671875
Iteration 416Q: 16 clusters Score -9.414555e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 33325 members 
Mstep: Class 3 contains 1966 members 
Mstep: Class 4 contains 55664 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 9 contains 40181 members 
Mstep: Class 11 contains 88243 members 
Mstep: Class 12 contains 337746 members 
Mstep: Class 14 contains 57236 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 91180 members 
Mstep: Class 20 contains 81049 members 
Mstep: Class 21 contains 86104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145440.000000 Penalty: 33526.671875
Iteration 417Q: 16 clusters Score -9.414544e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 33357 members 
Mstep: Class 3 contains 1966 members 
Mstep: Class 4 contains 55709 members 
Mstep: Class 6 contains 3369 members 
Mstep: Class 7 contains 6071 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 40191 members 
Mstep: Class 11 contains 87767 members 
Mstep: Class 12 contains 337772 members 
Mstep: Class 14 contains 57284 members 
Mstep: Class 16 contains 3075 members 
Mstep: Class 17 contains 91241 members 
Mstep: Class 20 contains 81159 members 
Mstep: Class 21 contains 86258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145440.000000 Penalty: 33526.671875
Iteration 418Q: 16 clusters Score -9.414544e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 33394 members 
Mstep: Class 3 contains 1966 members 
Mstep: Class 4 contains 55756 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 6066 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 40200 members 
Mstep: Class 11 contains 87322 members 
Mstep: Class 12 contains 337789 members 
Mstep: Class 14 contains 57336 members 
Mstep: Class 16 contains 3076 members 
Mstep: Class 17 contains 91298 members 
Mstep: Class 20 contains 81251 members 
Mstep: Class 21 contains 86408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145520.000000 Penalty: 33526.671875
Iteration 419Q: 16 clusters Score -9.414552e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 33422 members 
Mstep: Class 3 contains 1965 members 
Mstep: Class 4 contains 55796 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 6063 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 40208 members 
Mstep: Class 11 contains 86900 members 
Mstep: Class 12 contains 337822 members 
Mstep: Class 14 contains 57401 members 
Mstep: Class 16 contains 3072 members 
Mstep: Class 17 contains 91344 members 
Mstep: Class 20 contains 81316 members 
Mstep: Class 21 contains 86563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145376.000000 Penalty: 33526.671875
Iteration 420F: 16 clusters Score -9.414538e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 33454 members 
Mstep: Class 3 contains 1965 members 
Mstep: Class 4 contains 55836 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 6061 members 
Mstep: Class 8 contains 2309 members 
Mstep: Class 9 contains 40221 members 
Mstep: Class 11 contains 86483 members 
Mstep: Class 12 contains 337842 members 
Mstep: Class 14 contains 57446 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 91403 members 
Mstep: Class 20 contains 81405 members 
Mstep: Class 21 contains 86702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145416.000000 Penalty: 33526.671875
Iteration 421Q: 16 clusters Score -9.414542e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 33477 members 
Mstep: Class 3 contains 1965 members 
Mstep: Class 4 contains 55877 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 6060 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 9 contains 40234 members 
Mstep: Class 11 contains 86116 members 
Mstep: Class 12 contains 337865 members 
Mstep: Class 14 contains 57491 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 91447 members 
Mstep: Class 20 contains 81490 members 
Mstep: Class 21 contains 86802 members 
Entering Unmasked Estep 
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Iteration 422Q: 16 clusters Score -9.414531e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 33502 members 
Mstep: Class 3 contains 1965 members 
Mstep: Class 4 contains 55916 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 6059 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 40244 members 
Mstep: Class 11 contains 85750 members 
Mstep: Class 12 contains 337893 members 
Mstep: Class 14 contains 57552 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 17 contains 91483 members 
Mstep: Class 20 contains 81549 members 
Mstep: Class 21 contains 86906 members 
Entering Unmasked Estep 
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Iteration 423Q: 16 clusters Score -9.414548e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 33528 members 
Mstep: Class 3 contains 1963 members 
Mstep: Class 4 contains 55955 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 6059 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 40259 members 
Mstep: Class 11 contains 85420 members 
Mstep: Class 12 contains 337909 members 
Mstep: Class 14 contains 57595 members 
Mstep: Class 16 contains 3096 members 
Mstep: Class 17 contains 91535 members 
Mstep: Class 20 contains 81612 members 
Mstep: Class 21 contains 87001 members 
Entering Unmasked Estep 
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Iteration 424Q: 16 clusters Score -9.414546e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 33550 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 55990 members 
Mstep: Class 6 contains 3379 members 
Mstep: Class 7 contains 6058 members 
Mstep: Class 8 contains 2300 members 
Mstep: Class 9 contains 40270 members 
Mstep: Class 11 contains 85112 members 
Mstep: Class 12 contains 337931 members 
Mstep: Class 14 contains 57625 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 91589 members 
Mstep: Class 20 contains 81655 members 
Mstep: Class 21 contains 87094 members 
Entering Unmasked Estep 
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Iteration 425Q: 16 clusters Score -9.414536e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 33564 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 56025 members 
Mstep: Class 6 contains 3384 members 
Mstep: Class 7 contains 6058 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 40276 members 
Mstep: Class 11 contains 84836 members 
Mstep: Class 12 contains 337946 members 
Mstep: Class 14 contains 57661 members 
Mstep: Class 16 contains 3115 members 
Mstep: Class 17 contains 91632 members 
Mstep: Class 20 contains 81700 members 
Mstep: Class 21 contains 87177 members 
Entering Unmasked Estep 
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Iteration 426Q: 16 clusters Score -9.414539e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 33581 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 56058 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 40282 members 
Mstep: Class 11 contains 84602 members 
Mstep: Class 12 contains 337944 members 
Mstep: Class 14 contains 57689 members 
Mstep: Class 16 contains 3118 members 
Mstep: Class 17 contains 91672 members 
Mstep: Class 20 contains 81746 members 
Mstep: Class 21 contains 87254 members 
Entering Unmasked Estep 
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Iteration 427Q: 16 clusters Score -9.414566e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 33601 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 56078 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 40285 members 
Mstep: Class 11 contains 84381 members 
Mstep: Class 12 contains 337971 members 
Mstep: Class 14 contains 57718 members 
Mstep: Class 16 contains 3124 members 
Mstep: Class 17 contains 91710 members 
Mstep: Class 20 contains 81786 members 
Mstep: Class 21 contains 87313 members 
Entering Unmasked Estep 
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Iteration 428Q: 16 clusters Score -9.414565e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 33616 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 56099 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40289 members 
Mstep: Class 11 contains 84173 members 
Mstep: Class 12 contains 338005 members 
Mstep: Class 14 contains 57760 members 
Mstep: Class 16 contains 3125 members 
Mstep: Class 17 contains 91751 members 
Mstep: Class 20 contains 81812 members 
Mstep: Class 21 contains 87352 members 
Entering Unmasked Estep 
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Iteration 429Q: 16 clusters Score -9.414561e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 33626 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 56131 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 40295 members 
Mstep: Class 11 contains 83978 members 
Mstep: Class 12 contains 338009 members 
Mstep: Class 14 contains 57803 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 91791 members 
Mstep: Class 20 contains 81836 members 
Mstep: Class 21 contains 87386 members 
Entering Unmasked Estep 
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Iteration 430Q: 16 clusters Score -9.414554e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 33630 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 56163 members 
Mstep: Class 6 contains 3383 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 40307 members 
Mstep: Class 11 contains 83816 members 
Mstep: Class 12 contains 338003 members 
Mstep: Class 14 contains 57842 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 91822 members 
Mstep: Class 20 contains 81867 members 
Mstep: Class 21 contains 87428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145536.000000 Penalty: 33526.671875
Iteration 431Q: 16 clusters Score -9.414554e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 33636 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 56194 members 
Mstep: Class 6 contains 3380 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40313 members 
Mstep: Class 11 contains 83677 members 
Mstep: Class 12 contains 337984 members 
Mstep: Class 14 contains 57876 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 91847 members 
Mstep: Class 20 contains 81906 members 
Mstep: Class 21 contains 87459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145584.000000 Penalty: 33526.671875
Iteration 432Q: 16 clusters Score -9.414558e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 33648 members 
Mstep: Class 3 contains 1961 members 
Mstep: Class 4 contains 56209 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 6055 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40323 members 
Mstep: Class 11 contains 83555 members 
Mstep: Class 12 contains 337987 members 
Mstep: Class 14 contains 57899 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 91858 members 
Mstep: Class 20 contains 81939 members 
Mstep: Class 21 contains 87493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145584.000000 Penalty: 33526.671875
Iteration 433Q: 16 clusters Score -9.414558e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 33658 members 
Mstep: Class 3 contains 1961 members 
Mstep: Class 4 contains 56226 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 6049 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40333 members 
Mstep: Class 11 contains 83433 members 
Mstep: Class 12 contains 337990 members 
Mstep: Class 14 contains 57913 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 17 contains 91875 members 
Mstep: Class 20 contains 81952 members 
Mstep: Class 21 contains 87540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145568.000000 Penalty: 33526.671875
Iteration 434Q: 16 clusters Score -9.414557e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 33661 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 56238 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 6040 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40340 members 
Mstep: Class 11 contains 83310 members 
Mstep: Class 12 contains 337996 members 
Mstep: Class 14 contains 57933 members 
Mstep: Class 16 contains 3172 members 
Mstep: Class 17 contains 91891 members 
Mstep: Class 20 contains 81967 members 
Mstep: Class 21 contains 87583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145488.000000 Penalty: 33526.671875
Iteration 435Q: 16 clusters Score -9.414549e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 33666 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 56253 members 
Mstep: Class 6 contains 3372 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40342 members 
Mstep: Class 11 contains 83186 members 
Mstep: Class 12 contains 338016 members 
Mstep: Class 14 contains 57947 members 
Mstep: Class 16 contains 3183 members 
Mstep: Class 17 contains 91903 members 
Mstep: Class 20 contains 81981 members 
Mstep: Class 21 contains 87628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145776.000000 Penalty: 33526.671875
Iteration 436Q: 16 clusters Score -9.414578e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 33671 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 56257 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 6022 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40341 members 
Mstep: Class 11 contains 83062 members 
Mstep: Class 12 contains 338040 members 
Mstep: Class 14 contains 57968 members 
Mstep: Class 16 contains 3197 members 
Mstep: Class 17 contains 91930 members 
Mstep: Class 20 contains 81988 members 
Mstep: Class 21 contains 87668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145728.000000 Penalty: 33526.671875
Iteration 437Q: 16 clusters Score -9.414573e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 33680 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 56264 members 
Mstep: Class 6 contains 3375 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40343 members 
Mstep: Class 11 contains 82937 members 
Mstep: Class 12 contains 338053 members 
Mstep: Class 14 contains 57981 members 
Mstep: Class 16 contains 3206 members 
Mstep: Class 17 contains 91959 members 
Mstep: Class 20 contains 81990 members 
Mstep: Class 21 contains 87721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145776.000000 Penalty: 33526.671875
Iteration 438Q: 16 clusters Score -9.414578e+07 nChanged 263
Entering ConstructFrom: 
Score: -94145776.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (53033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Entering Unmasked Estep 
Score: -5254567.500000 Penalty: 1767.783813
	Iteration 0F: 2 clusters Score -5254568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -5219056.500000 Penalty: 3535.567627
	Iteration 0F: 3 clusters Score -5219056 nChanged 24944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -5233263.000000 Penalty: 3535.567627
	Iteration 1F: 3 clusters Score -5233263 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -5233828.000000 Penalty: 3535.567627
	Iteration 2Q: 3 clusters Score -5233828 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -5234486.500000 Penalty: 3535.567627
	Iteration 3Q: 3 clusters Score -5234486 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -5235342.000000 Penalty: 3535.567627
	Iteration 4Q: 3 clusters Score -5235342 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -5236482.000000 Penalty: 3535.567627
	Iteration 5Q: 3 clusters Score -5236482 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -5238032.500000 Penalty: 3535.567627
	Iteration 6F: 3 clusters Score -5238032 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -5239900.500000 Penalty: 3535.567627
	Iteration 7F: 3 clusters Score -5239900 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5241737.000000 Penalty: 3535.567627
	Iteration 8F: 3 clusters Score -5241737 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5243332.500000 Penalty: 3535.567627
	Iteration 9F: 3 clusters Score -5243332 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -5245010.000000 Penalty: 3535.567627
	Iteration 10Q: 3 clusters Score -5245010 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -5247149.500000 Penalty: 3535.567627
	Iteration 11Q: 3 clusters Score -5247150 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5249598.500000 Penalty: 3535.567627
	Iteration 12Q: 3 clusters Score -5249598 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5250734.500000 Penalty: 3535.567627
	Iteration 13Q: 3 clusters Score -5250734 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -5251324.500000 Penalty: 3535.567627
	Iteration 14Q: 3 clusters Score -5251324 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5251669.500000 Penalty: 3535.567627
	Iteration 15Q: 3 clusters Score -5251670 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5251895.000000 Penalty: 3535.567627
	Iteration 16Q: 3 clusters Score -5251895 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5252040.000000 Penalty: 3535.567627
	Iteration 17Q: 3 clusters Score -5252040 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -5252140.500000 Penalty: 3535.567627
	Iteration 18Q: 3 clusters Score -5252140 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -5252207.500000 Penalty: 3535.567627
	Iteration 19Q: 3 clusters Score -5252208 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -5252292.500000 Penalty: 3535.567627
	Iteration 20F: 3 clusters Score -5252292 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -5252358.500000 Penalty: 3535.567627
	Iteration 21Q: 3 clusters Score -5252358 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -5252379.000000 Penalty: 3535.567627
	Iteration 22Q: 3 clusters Score -5252379 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -5252411.500000 Penalty: 3535.567627
	Iteration 23Q: 3 clusters Score -5252412 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -5252455.000000 Penalty: 3535.567627
	Iteration 24Q: 3 clusters Score -5252455 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -5252463.000000 Penalty: 3535.567627
	Iteration 25Q: 3 clusters Score -5252463 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -5252497.500000 Penalty: 3535.567627
	Iteration 26Q: 3 clusters Score -5252498 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -5252525.000000 Penalty: 3535.567627
	Iteration 27Q: 3 clusters Score -5252525 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -5252547.000000 Penalty: 3535.567627
	Iteration 28Q: 3 clusters Score -5252547 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -5252568.000000 Penalty: 3535.567627
	Iteration 29Q: 3 clusters Score -5252568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -5252599.000000 Penalty: 3535.567627
	Iteration 30Q: 3 clusters Score -5252599 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -5252600.500000 Penalty: 3535.567627
	Iteration 31Q: 3 clusters Score -5252600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -5252627.500000 Penalty: 3535.567627
	Iteration 32Q: 3 clusters Score -5252628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -5252657.000000 Penalty: 3535.567627
	Iteration 33Q: 3 clusters Score -5252657 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -5252671.000000 Penalty: 3535.567627
	Iteration 34Q: 3 clusters Score -5252671 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -5252672.000000 Penalty: 3535.567627
	Iteration 35Q: 3 clusters Score -5252672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -5252674.000000 Penalty: 3535.567627
	Iteration 36Q: 3 clusters Score -5252674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -5252676.000000 Penalty: 3535.567627
	Iteration 37Q: 3 clusters Score -5252676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -5252678.000000 Penalty: 3535.567627
	Iteration 38Q: 3 clusters Score -5252678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -5252691.000000 Penalty: 3535.567627
	Iteration 39Q: 3 clusters Score -5252691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -5252695.000000 Penalty: 3535.567627
	Iteration 40F: 3 clusters Score -5252695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -5252704.500000 Penalty: 3535.567627
	Iteration 41Q: 3 clusters Score -5252704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -5252702.000000 Penalty: 3535.567627
	Iteration 42Q: 3 clusters Score -5252702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -5252712.500000 Penalty: 3535.567627
	Iteration 43Q: 3 clusters Score -5252712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -5252731.000000 Penalty: 3535.567627
	Iteration 44Q: 3 clusters Score -5252731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -5252717.000000 Penalty: 3535.567627
	Iteration 45Q: 3 clusters Score -5252717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -5252726.000000 Penalty: 3535.567627
	Iteration 46Q: 3 clusters Score -5252726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -5252731.000000 Penalty: 3535.567627
	Iteration 47Q: 3 clusters Score -5252731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -5252738.500000 Penalty: 3535.567627
	Iteration 48Q: 3 clusters Score -5252738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -5252744.500000 Penalty: 3535.567627
	Iteration 49Q: 3 clusters Score -5252744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -5252744.500000 Penalty: 3535.567627
	Iteration 50Q: 3 clusters Score -5252744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -5252752.000000 Penalty: 3535.567627
	Iteration 51Q: 3 clusters Score -5252752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -5252766.500000 Penalty: 3535.567627
	Iteration 52Q: 3 clusters Score -5252766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -5252765.000000 Penalty: 3535.567627
	Iteration 53Q: 3 clusters Score -5252765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -5252757.000000 Penalty: 3535.567627
	Iteration 54Q: 3 clusters Score -5252757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -5252759.000000 Penalty: 3535.567627
	Iteration 55Q: 3 clusters Score -5252759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -5252768.000000 Penalty: 3535.567627
	Iteration 56Q: 3 clusters Score -5252768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -5252770.500000 Penalty: 3535.567627
	Iteration 57Q: 3 clusters Score -5252770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -5252765.000000 Penalty: 3535.567627
	Iteration 58Q: 3 clusters Score -5252765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -5252763.500000 Penalty: 3535.567627
	Iteration 59Q: 3 clusters Score -5252764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -5252757.000000 Penalty: 3535.567627
	Iteration 60F: 3 clusters Score -5252757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -5252764.000000 Penalty: 3535.567627
	Iteration 61Q: 3 clusters Score -5252764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -5252770.000000 Penalty: 3535.567627
	Iteration 62Q: 3 clusters Score -5252770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -5252776.500000 Penalty: 3535.567627
	Iteration 63Q: 3 clusters Score -5252776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -5252781.500000 Penalty: 3535.567627
	Iteration 64Q: 3 clusters Score -5252782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -5252774.500000 Penalty: 3535.567627
	Iteration 65Q: 3 clusters Score -5252774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -5252782.000000 Penalty: 3535.567627
	Iteration 66Q: 3 clusters Score -5252782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -5252779.000000 Penalty: 3535.567627
	Iteration 67Q: 3 clusters Score -5252779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -5252772.500000 Penalty: 3535.567627
	Iteration 68Q: 3 clusters Score -5252772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -5252768.500000 Penalty: 3535.567627
	Iteration 69Q: 3 clusters Score -5252768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5252774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5252776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -5252772.500000 Penalty: 3535.567627
	Iteration 72Q: 3 clusters Score -5252772 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5252770 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5252777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5252776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5252780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5252784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -5252786.500000 Penalty: 3535.567627
	Iteration 78Q: 3 clusters Score -5252786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5252800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -5252797.500000 Penalty: 3535.567627
	Iteration 80F: 3 clusters Score -5252798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5252806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5252803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5252798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5252797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5252800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5252798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5252799 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5252804 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5252802 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5252800 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5252802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5252804 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -5252801.500000 Penalty: 3535.567627
	Iteration 93Q: 3 clusters Score -5252802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5252803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5252802 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -5252807.500000 Penalty: 3535.567627
	Iteration 96Q: 3 clusters Score -5252808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5252812 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5252817 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5252812 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5252809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5252818 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5252817 nChanged 23
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Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5252830 nChanged 24
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Mstep: Class 1 contains 3005 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5252826 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5252834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5252845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5252846 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5252852 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5252848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5252848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5252858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5252856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5252854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5252852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5252848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5252857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5252863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5252860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5252868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -5252862.000000 Penalty: 3535.567627
	Iteration 120F: 3 clusters Score -5252862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5252856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5252854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5252854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5252858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5252866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -5252864.000000 Penalty: 3535.567627
	Iteration 126Q: 3 clusters Score -5252864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -5252861.000000 Penalty: 3535.567627
	Iteration 127Q: 3 clusters Score -5252861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5252860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5252860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5252866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5252862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5252858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5252866 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5252868 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2750 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5252868 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5252861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5252854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5252855 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5252852 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5252855 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2719 members 
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	Iteration 141Q: 3 clusters Score -5252854 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5252856 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5252858 nChanged 4
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Mstep: Class 1 contains 2711 members 
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	Iteration 144Q: 3 clusters Score -5252864 nChanged 6
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Mstep: Class 1 contains 2705 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5252862 nChanged 6
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Mstep: Class 1 contains 2699 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5252858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5252858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -5252859.000000 Penalty: 3535.567627
	Iteration 148Q: 3 clusters Score -5252859 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5252857 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5252857 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5252859 nChanged 7
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Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5252859 nChanged 12
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Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5252853 nChanged 16
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Mstep: Class 1 contains 2646 members 
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	Iteration 154Q: 3 clusters Score -5252854 nChanged 19
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Mstep: Class 1 contains 2629 members 
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	Iteration 155Q: 3 clusters Score -5252860 nChanged 25
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Mstep: Class 1 contains 2606 members 
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	Iteration 156Q: 3 clusters Score -5252862 nChanged 17
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Mstep: Class 1 contains 2591 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5252872 nChanged 17
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Mstep: Class 1 contains 2576 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5252870 nChanged 14
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Mstep: Class 1 contains 2562 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5252874 nChanged 12
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Mstep: Class 1 contains 2550 members 
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Score: -5252877.000000 Penalty: 3535.567627
	Iteration 160F: 3 clusters Score -5252877 nChanged 13
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Mstep: Class 1 contains 2537 members 
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Entering Unmasked Estep 
Score: -5252879.500000 Penalty: 3535.567627
	Iteration 161Q: 3 clusters Score -5252880 nChanged 11
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Entering Unmasked Estep 
Score: -5252872.500000 Penalty: 3535.567627
	Iteration 162Q: 3 clusters Score -5252872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -5252869.500000 Penalty: 3535.567627
	Iteration 163Q: 3 clusters Score -5252870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -5252880.000000 Penalty: 3535.567627
	Iteration 164Q: 3 clusters Score -5252880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -5252879.000000 Penalty: 3535.567627
	Iteration 165Q: 3 clusters Score -5252879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -5252880.500000 Penalty: 3535.567627
	Iteration 166Q: 3 clusters Score -5252880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -5252883.500000 Penalty: 3535.567627
	Iteration 167Q: 3 clusters Score -5252884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -5252889.500000 Penalty: 3535.567627
	Iteration 168Q: 3 clusters Score -5252890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -5252883.000000 Penalty: 3535.567627
	Iteration 169Q: 3 clusters Score -5252883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -5252885.500000 Penalty: 3535.567627
	Iteration 170Q: 3 clusters Score -5252886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -5252891.500000 Penalty: 3535.567627
	Iteration 171Q: 3 clusters Score -5252892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -5252893.500000 Penalty: 3535.567627
	Iteration 172Q: 3 clusters Score -5252894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -5252898.500000 Penalty: 3535.567627
	Iteration 173Q: 3 clusters Score -5252898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -5252902.500000 Penalty: 3535.567627
	Iteration 174Q: 3 clusters Score -5252902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -5252904.000000 Penalty: 3535.567627
	Iteration 175Q: 3 clusters Score -5252904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -5252903.500000 Penalty: 3535.567627
	Iteration 176Q: 3 clusters Score -5252904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -5252902.500000 Penalty: 3535.567627
	Iteration 177Q: 3 clusters Score -5252902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -5252910.000000 Penalty: 3535.567627
	Iteration 178Q: 3 clusters Score -5252910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -5252907.000000 Penalty: 3535.567627
	Iteration 179Q: 3 clusters Score -5252907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -5252908.500000 Penalty: 3535.567627
	Iteration 180F: 3 clusters Score -5252908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -5252910.500000 Penalty: 3535.567627
	Iteration 181Q: 3 clusters Score -5252910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -5252910.000000 Penalty: 3535.567627
	Iteration 182Q: 3 clusters Score -5252910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -5252910.500000 Penalty: 3535.567627
	Iteration 183Q: 3 clusters Score -5252910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -5252910.500000 Penalty: 3535.567627
	Iteration 184Q: 3 clusters Score -5252910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -5252911.500000 Penalty: 3535.567627
	Iteration 185Q: 3 clusters Score -5252912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -5252915.000000 Penalty: 3535.567627
	Iteration 186Q: 3 clusters Score -5252915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -5252915.000000 Penalty: 3535.567627
	Iteration 187F: 3 clusters Score -5252915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Entering Unmasked Estep 
Score: -3470007.250000 Penalty: 1694.041016
	Iteration 0F: 2 clusters Score -3470007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3447472.500000 Penalty: 3388.082031
	Iteration 0F: 3 clusters Score -3447472 nChanged 15620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3456124.750000 Penalty: 3388.082031
	Iteration 1F: 3 clusters Score -3456125 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3456646.000000 Penalty: 3388.082031
	Iteration 2Q: 3 clusters Score -3456646 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3457330.250000 Penalty: 3388.082031
	Iteration 3Q: 3 clusters Score -3457330 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3458508.750000 Penalty: 3388.082031
	Iteration 4F: 3 clusters Score -3458509 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3460262.000000 Penalty: 3388.082031
	Iteration 5F: 3 clusters Score -3460262 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3462640.000000 Penalty: 3388.082031
	Iteration 6F: 3 clusters Score -3462640 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3464936.750000 Penalty: 3388.082031
	Iteration 7F: 3 clusters Score -3464937 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3466573.250000 Penalty: 3388.082031
	Iteration 8Q: 3 clusters Score -3466573 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3467505.750000 Penalty: 3388.082031
	Iteration 9Q: 3 clusters Score -3467506 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3467989.750000 Penalty: 3388.082031
	Iteration 10Q: 3 clusters Score -3467990 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3468269.500000 Penalty: 3388.082031
	Iteration 11Q: 3 clusters Score -3468270 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3468417.000000 Penalty: 3388.082031
	Iteration 12Q: 3 clusters Score -3468417 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3468496.250000 Penalty: 3388.082031
	Iteration 13Q: 3 clusters Score -3468496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3468555.000000 Penalty: 3388.082031
	Iteration 14Q: 3 clusters Score -3468555 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3468568.250000 Penalty: 3388.082031
	Iteration 15Q: 3 clusters Score -3468568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3468597.750000 Penalty: 3388.082031
	Iteration 16Q: 3 clusters Score -3468598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3468603.750000 Penalty: 3388.082031
	Iteration 17Q: 3 clusters Score -3468604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3468622.000000 Penalty: 3388.082031
	Iteration 18Q: 3 clusters Score -3468622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3468635.750000 Penalty: 3388.082031
	Iteration 19Q: 3 clusters Score -3468636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3468641.500000 Penalty: 3388.082031
	Iteration 20F: 3 clusters Score -3468642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3468651.500000 Penalty: 3388.082031
	Iteration 21Q: 3 clusters Score -3468652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3468651.250000 Penalty: 3388.082031
	Iteration 22Q: 3 clusters Score -3468651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3468660.750000 Penalty: 3388.082031
	Iteration 23Q: 3 clusters Score -3468661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3468659.000000 Penalty: 3388.082031
	Iteration 24Q: 3 clusters Score -3468659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3468663.500000 Penalty: 3388.082031
	Iteration 25Q: 3 clusters Score -3468664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3468668.000000 Penalty: 3388.082031
	Iteration 26Q: 3 clusters Score -3468668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3468665.250000 Penalty: 3388.082031
	Iteration 27Q: 3 clusters Score -3468665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3468669.250000 Penalty: 3388.082031
	Iteration 28Q: 3 clusters Score -3468669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3468669.250000 Penalty: 3388.082031
	Iteration 29F: 3 clusters Score -3468669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -190618.578125 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -190618.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188584.640625 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -188584.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -189078.234375 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -189078.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -189168.421875 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -189168.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -189217.281250 Penalty: 2463.395752
	Iteration 3Q: 3 clusters Score -189217.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -189242.328125 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -189242.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -189262.312500 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -189262.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -189277.828125 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -189277.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -189294.296875 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -189294.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -189310.484375 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -189310.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -189326.750000 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -189326.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -189340.812500 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -189340.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -189352.968750 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -189353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -189361.593750 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -189361.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -189367.312500 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -189367.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -189373.859375 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -189373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -189385.968750 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -189386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -189401.546875 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -189401.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -189426.031250 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -189426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -189453.406250 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -189453.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -189489.953125 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -189490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -189533.281250 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -189533.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -189563.171875 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -189563.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -189595.187500 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -189595.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -189625.546875 Penalty: 2463.395752
	Iteration 23Q: 3 clusters Score -189625.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -189650.093750 Penalty: 2463.395752
	Iteration 24Q: 3 clusters Score -189650.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -189667.671875 Penalty: 2463.395752
	Iteration 25Q: 3 clusters Score -189667.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -189689.453125 Penalty: 2463.395752
	Iteration 26Q: 3 clusters Score -189689.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -189724.718750 Penalty: 2463.395752
	Iteration 27Q: 3 clusters Score -189724.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -189750.500000 Penalty: 2463.395752
	Iteration 28Q: 3 clusters Score -189750.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -189760.578125 Penalty: 2463.395752
	Iteration 29Q: 3 clusters Score -189760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -189767.046875 Penalty: 2463.395752
	Iteration 30Q: 3 clusters Score -189767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -189772.531250 Penalty: 2463.395752
	Iteration 31Q: 3 clusters Score -189772.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -189775.015625 Penalty: 2463.395752
	Iteration 32Q: 3 clusters Score -189775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -189777.578125 Penalty: 2463.395752
	Iteration 33Q: 3 clusters Score -189777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -189779.000000 Penalty: 2463.395752
	Iteration 34Q: 3 clusters Score -189779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -189779.859375 Penalty: 2463.395752
	Iteration 35Q: 3 clusters Score -189779.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -189779.859375 Penalty: 2463.395752
	Iteration 36F: 3 clusters Score -189779.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Entering Unmasked Estep 
Score: -5781975.500000 Penalty: 1777.437500
	Iteration 0F: 2 clusters Score -5781976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -5744196.500000 Penalty: 3554.875000
	Iteration 0F: 3 clusters Score -5744196 nChanged 26545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5759165.000000 Penalty: 3554.875000
	Iteration 1F: 3 clusters Score -5759165 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -5759635.500000 Penalty: 3554.875000
	Iteration 2Q: 3 clusters Score -5759636 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -5760207.000000 Penalty: 3554.875000
	Iteration 3Q: 3 clusters Score -5760207 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -5761001.000000 Penalty: 3554.875000
	Iteration 4Q: 3 clusters Score -5761001 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -5762297.500000 Penalty: 3554.875000
	Iteration 5Q: 3 clusters Score -5762298 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -5764506.000000 Penalty: 3554.875000
	Iteration 6F: 3 clusters Score -5764506 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -5768068.000000 Penalty: 3554.875000
	Iteration 7F: 3 clusters Score -5768068 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -5772463.000000 Penalty: 3554.875000
	Iteration 8F: 3 clusters Score -5772463 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -5776192.500000 Penalty: 3554.875000
	Iteration 9F: 3 clusters Score -5776192 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -5778367.000000 Penalty: 3554.875000
	Iteration 10Q: 3 clusters Score -5778367 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -5779382.000000 Penalty: 3554.875000
	Iteration 11Q: 3 clusters Score -5779382 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -5779822.000000 Penalty: 3554.875000
	Iteration 12Q: 3 clusters Score -5779822 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -5780024.500000 Penalty: 3554.875000
	Iteration 13Q: 3 clusters Score -5780024 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -5780145.000000 Penalty: 3554.875000
	Iteration 14Q: 3 clusters Score -5780145 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -5780219.000000 Penalty: 3554.875000
	Iteration 15Q: 3 clusters Score -5780219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -5780277.000000 Penalty: 3554.875000
	Iteration 16Q: 3 clusters Score -5780277 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -5780326.500000 Penalty: 3554.875000
	Iteration 17Q: 3 clusters Score -5780326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -5780369.000000 Penalty: 3554.875000
	Iteration 18Q: 3 clusters Score -5780369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -5780407.000000 Penalty: 3554.875000
	Iteration 19Q: 3 clusters Score -5780407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -5780416.000000 Penalty: 3554.875000
	Iteration 20F: 3 clusters Score -5780416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -5780433.500000 Penalty: 3554.875000
	Iteration 21Q: 3 clusters Score -5780434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -5780429.000000 Penalty: 3554.875000
	Iteration 22Q: 3 clusters Score -5780429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -5780432.000000 Penalty: 3554.875000
	Iteration 23Q: 3 clusters Score -5780432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -5780435.000000 Penalty: 3554.875000
	Iteration 24Q: 3 clusters Score -5780435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -5780437.000000 Penalty: 3554.875000
	Iteration 25Q: 3 clusters Score -5780437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -5780429.500000 Penalty: 3554.875000
	Iteration 26Q: 3 clusters Score -5780430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -5780438.000000 Penalty: 3554.875000
	Iteration 27Q: 3 clusters Score -5780438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -5780440.500000 Penalty: 3554.875000
	Iteration 28Q: 3 clusters Score -5780440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -5780441.000000 Penalty: 3554.875000
	Iteration 29Q: 3 clusters Score -5780441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -5780444.500000 Penalty: 3554.875000
	Iteration 30Q: 3 clusters Score -5780444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -5780446.000000 Penalty: 3554.875000
	Iteration 31Q: 3 clusters Score -5780446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -5780444.000000 Penalty: 3554.875000
	Iteration 32Q: 3 clusters Score -5780444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -5780445.000000 Penalty: 3554.875000
	Iteration 33Q: 3 clusters Score -5780445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -5780445.000000 Penalty: 3554.875000
	Iteration 34Q: 3 clusters Score -5780445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -5780445.000000 Penalty: 3554.875000
	Iteration 35F: 3 clusters Score -5780445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -320648.718750 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -320648.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -317732.875000 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -317732.9 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -318518.062500 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -318518.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -318688.187500 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -318688.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -318809.718750 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -318809.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -318925.281250 Penalty: 2640.445312
	Iteration 4Q: 3 clusters Score -318925.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -319069.250000 Penalty: 2640.445312
	Iteration 5Q: 3 clusters Score -319069.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -319197.937500 Penalty: 2640.445312
	Iteration 6Q: 3 clusters Score -319197.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -319305.187500 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -319305.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -319436.812500 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -319436.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -319637.781250 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -319637.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -319833.687500 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -319833.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -319955.843750 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -319955.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -320031.531250 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -320031.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -320083.968750 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -320084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -320135.500000 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -320135.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -320165.343750 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -320165.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -320179.062500 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -320179.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -320188.312500 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -320188.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -320191.781250 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -320191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -320193.000000 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -320193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -320211.843750 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -320211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -320219.312500 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -320219.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -320227.906250 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -320227.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -320234.531250 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -320234.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -320240.125000 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -320240.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -320246.843750 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -320246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -320250.125000 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -320250.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -320253.125000 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -320253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -320254.843750 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -320254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -320255.968750 Penalty: 2640.445312
	Iteration 29Q: 3 clusters Score -320256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -320256.437500 Penalty: 2640.445312
	Iteration 30Q: 3 clusters Score -320256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -320256.437500 Penalty: 2640.445312
	Iteration 31F: 3 clusters Score -320256.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -575428.500000 Penalty: 1413.806519
	Iteration 0F: 2 clusters Score -575428.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -570844.250000 Penalty: 2827.613037
	Iteration 0F: 3 clusters Score -570844.2 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -572291.500000 Penalty: 2827.613037
	Iteration 1F: 3 clusters Score -572291.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -572543.375000 Penalty: 2827.613037
	Iteration 2F: 3 clusters Score -572543.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -572757.562500 Penalty: 2827.613037
	Iteration 3F: 3 clusters Score -572757.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -573068.250000 Penalty: 2827.613037
	Iteration 4F: 3 clusters Score -573068.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -573509.000000 Penalty: 2827.613037
	Iteration 5F: 3 clusters Score -573509 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -573978.125000 Penalty: 2827.613037
	Iteration 6F: 3 clusters Score -573978.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -574462.250000 Penalty: 2827.613037
	Iteration 7F: 3 clusters Score -574462.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -574807.437500 Penalty: 2827.613037
	Iteration 8F: 3 clusters Score -574807.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -575027.000000 Penalty: 2827.613037
	Iteration 9Q: 3 clusters Score -575027 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -575146.000000 Penalty: 2827.613037
	Iteration 10Q: 3 clusters Score -575146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -575214.562500 Penalty: 2827.613037
	Iteration 11Q: 3 clusters Score -575214.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -575248.250000 Penalty: 2827.613037
	Iteration 12Q: 3 clusters Score -575248.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -575270.500000 Penalty: 2827.613037
	Iteration 13Q: 3 clusters Score -575270.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -575280.062500 Penalty: 2827.613037
	Iteration 14Q: 3 clusters Score -575280.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -575286.375000 Penalty: 2827.613037
	Iteration 15Q: 3 clusters Score -575286.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -575288.875000 Penalty: 2827.613037
	Iteration 16Q: 3 clusters Score -575288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -575295.000000 Penalty: 2827.613037
	Iteration 17Q: 3 clusters Score -575295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -575298.750000 Penalty: 2827.613037
	Iteration 18Q: 3 clusters Score -575298.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -575300.000000 Penalty: 2827.613037
	Iteration 19Q: 3 clusters Score -575300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -575305.062500 Penalty: 2827.613037
	Iteration 20F: 3 clusters Score -575305.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -575306.562500 Penalty: 2827.613037
	Iteration 21Q: 3 clusters Score -575306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -575307.312500 Penalty: 2827.613037
	Iteration 22Q: 3 clusters Score -575307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -575309.437500 Penalty: 2827.613037
	Iteration 23Q: 3 clusters Score -575309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -575308.625000 Penalty: 2827.613037
	Iteration 24Q: 3 clusters Score -575308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -575308.625000 Penalty: 2827.613037
	Iteration 25F: 3 clusters Score -575308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -233632.078125 Penalty: 1257.433472
	Iteration 0F: 2 clusters Score -233632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -231370.328125 Penalty: 2514.866943
	Iteration 0F: 3 clusters Score -231370.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -231889.953125 Penalty: 2514.866943
	Iteration 1F: 3 clusters Score -231890 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -232011.578125 Penalty: 2514.866943
	Iteration 2F: 3 clusters Score -232011.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -232088.859375 Penalty: 2514.866943
	Iteration 3Q: 3 clusters Score -232088.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -232142.375000 Penalty: 2514.866943
	Iteration 4Q: 3 clusters Score -232142.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -232198.156250 Penalty: 2514.866943
	Iteration 5Q: 3 clusters Score -232198.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -232258.640625 Penalty: 2514.866943
	Iteration 6Q: 3 clusters Score -232258.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -232326.140625 Penalty: 2514.866943
	Iteration 7Q: 3 clusters Score -232326.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -232377.968750 Penalty: 2514.866943
	Iteration 8Q: 3 clusters Score -232378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -232418.531250 Penalty: 2514.866943
	Iteration 9Q: 3 clusters Score -232418.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -232447.359375 Penalty: 2514.866943
	Iteration 10Q: 3 clusters Score -232447.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -232468.468750 Penalty: 2514.866943
	Iteration 11Q: 3 clusters Score -232468.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -232490.812500 Penalty: 2514.866943
	Iteration 12Q: 3 clusters Score -232490.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -232511.734375 Penalty: 2514.866943
	Iteration 13Q: 3 clusters Score -232511.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -232528.093750 Penalty: 2514.866943
	Iteration 14Q: 3 clusters Score -232528.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -232536.718750 Penalty: 2514.866943
	Iteration 15Q: 3 clusters Score -232536.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -232542.640625 Penalty: 2514.866943
	Iteration 16Q: 3 clusters Score -232542.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -232547.984375 Penalty: 2514.866943
	Iteration 17Q: 3 clusters Score -232548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -232557.718750 Penalty: 2514.866943
	Iteration 18Q: 3 clusters Score -232557.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -232570.875000 Penalty: 2514.866943
	Iteration 19Q: 3 clusters Score -232570.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -232584.265625 Penalty: 2514.866943
	Iteration 20F: 3 clusters Score -232584.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -232592.734375 Penalty: 2514.866943
	Iteration 21Q: 3 clusters Score -232592.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -232601.343750 Penalty: 2514.866943
	Iteration 22Q: 3 clusters Score -232601.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -232609.703125 Penalty: 2514.866943
	Iteration 23Q: 3 clusters Score -232609.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -232614.250000 Penalty: 2514.866943
	Iteration 24Q: 3 clusters Score -232614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -232618.015625 Penalty: 2514.866943
	Iteration 25Q: 3 clusters Score -232618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -232620.343750 Penalty: 2514.866943
	Iteration 26Q: 3 clusters Score -232620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -232620.359375 Penalty: 2514.866943
	Iteration 27Q: 3 clusters Score -232620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -232620.359375 Penalty: 2514.866943
	Iteration 28F: 3 clusters Score -232620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Entering Unmasked Estep 
Score: -4154981.500000 Penalty: 1723.336548
	Iteration 0F: 2 clusters Score -4154982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -4127874.250000 Penalty: 3446.673096
	Iteration 0F: 3 clusters Score -4127874 nChanged 18898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -4138311.750000 Penalty: 3446.673096
	Iteration 1F: 3 clusters Score -4138312 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4138668.000000 Penalty: 3446.673096
	Iteration 2Q: 3 clusters Score -4138668 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4139105.500000 Penalty: 3446.673096
	Iteration 3Q: 3 clusters Score -4139106 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4139607.000000 Penalty: 3446.673096
	Iteration 4Q: 3 clusters Score -4139607 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -4140265.750000 Penalty: 3446.673096
	Iteration 5Q: 3 clusters Score -4140266 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -4141083.750000 Penalty: 3446.673096
	Iteration 6Q: 3 clusters Score -4141084 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4142208.250000 Penalty: 3446.673096
	Iteration 7Q: 3 clusters Score -4142208 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4143775.250000 Penalty: 3446.673096
	Iteration 8F: 3 clusters Score -4143775 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4145561.250000 Penalty: 3446.673096
	Iteration 9F: 3 clusters Score -4145561 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -4147171.250000 Penalty: 3446.673096
	Iteration 10F: 3 clusters Score -4147171 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4148048.250000 Penalty: 3446.673096
	Iteration 11Q: 3 clusters Score -4148048 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -4148399.250000 Penalty: 3446.673096
	Iteration 12Q: 3 clusters Score -4148399 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4148590.500000 Penalty: 3446.673096
	Iteration 13Q: 3 clusters Score -4148590 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -4148729.250000 Penalty: 3446.673096
	Iteration 14Q: 3 clusters Score -4148729 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4148840.250000 Penalty: 3446.673096
	Iteration 15Q: 3 clusters Score -4148840 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -4148975.250000 Penalty: 3446.673096
	Iteration 16Q: 3 clusters Score -4148975 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4149068.000000 Penalty: 3446.673096
	Iteration 17Q: 3 clusters Score -4149068 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4149152.250000 Penalty: 3446.673096
	Iteration 18Q: 3 clusters Score -4149152 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4149254.500000 Penalty: 3446.673096
	Iteration 19Q: 3 clusters Score -4149254 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -4149331.000000 Penalty: 3446.673096
	Iteration 20F: 3 clusters Score -4149331 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4149431.750000 Penalty: 3446.673096
	Iteration 21Q: 3 clusters Score -4149432 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -4149522.000000 Penalty: 3446.673096
	Iteration 22Q: 3 clusters Score -4149522 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -4149582.500000 Penalty: 3446.673096
	Iteration 23Q: 3 clusters Score -4149582 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -4149675.500000 Penalty: 3446.673096
	Iteration 24Q: 3 clusters Score -4149676 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -4149740.500000 Penalty: 3446.673096
	Iteration 25Q: 3 clusters Score -4149740 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -4149799.500000 Penalty: 3446.673096
	Iteration 26Q: 3 clusters Score -4149800 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -4149848.750000 Penalty: 3446.673096
	Iteration 27Q: 3 clusters Score -4149849 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4149886.750000 Penalty: 3446.673096
	Iteration 28Q: 3 clusters Score -4149887 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4149968.000000 Penalty: 3446.673096
	Iteration 29Q: 3 clusters Score -4149968 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -4150012.500000 Penalty: 3446.673096
	Iteration 30Q: 3 clusters Score -4150012 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -4150078.250000 Penalty: 3446.673096
	Iteration 31Q: 3 clusters Score -4150078 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4150145.000000 Penalty: 3446.673096
	Iteration 32Q: 3 clusters Score -4150145 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4150188.250000 Penalty: 3446.673096
	Iteration 33Q: 3 clusters Score -4150188 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4150278.750000 Penalty: 3446.673096
	Iteration 34Q: 3 clusters Score -4150279 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -4150374.500000 Penalty: 3446.673096
	Iteration 35Q: 3 clusters Score -4150374 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4150453.250000 Penalty: 3446.673096
	Iteration 36Q: 3 clusters Score -4150453 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -4150567.250000 Penalty: 3446.673096
	Iteration 37Q: 3 clusters Score -4150567 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -4150652.250000 Penalty: 3446.673096
	Iteration 38Q: 3 clusters Score -4150652 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -4150747.000000 Penalty: 3446.673096
	Iteration 39Q: 3 clusters Score -4150747 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -4150849.000000 Penalty: 3446.673096
	Iteration 40F: 3 clusters Score -4150849 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4150950.750000 Penalty: 3446.673096
	Iteration 41Q: 3 clusters Score -4150951 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4151067.000000 Penalty: 3446.673096
	Iteration 42Q: 3 clusters Score -4151067 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4151165.750000 Penalty: 3446.673096
	Iteration 43Q: 3 clusters Score -4151166 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4151265.000000 Penalty: 3446.673096
	Iteration 44Q: 3 clusters Score -4151265 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4151357.250000 Penalty: 3446.673096
	Iteration 45Q: 3 clusters Score -4151357 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4151456.500000 Penalty: 3446.673096
	Iteration 46Q: 3 clusters Score -4151456 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -4151571.500000 Penalty: 3446.673096
	Iteration 47Q: 3 clusters Score -4151572 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4151689.500000 Penalty: 3446.673096
	Iteration 48Q: 3 clusters Score -4151690 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -4151809.500000 Penalty: 3446.673096
	Iteration 49Q: 3 clusters Score -4151810 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -4151928.750000 Penalty: 3446.673096
	Iteration 50Q: 3 clusters Score -4151929 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -4152030.500000 Penalty: 3446.673096
	Iteration 51Q: 3 clusters Score -4152030 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4152115.250000 Penalty: 3446.673096
	Iteration 52Q: 3 clusters Score -4152115 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4152200.250000 Penalty: 3446.673096
	Iteration 53Q: 3 clusters Score -4152200 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4152280.500000 Penalty: 3446.673096
	Iteration 54Q: 3 clusters Score -4152280 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4152356.500000 Penalty: 3446.673096
	Iteration 55Q: 3 clusters Score -4152356 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -4152447.000000 Penalty: 3446.673096
	Iteration 56Q: 3 clusters Score -4152447 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4152525.750000 Penalty: 3446.673096
	Iteration 57Q: 3 clusters Score -4152526 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4152597.500000 Penalty: 3446.673096
	Iteration 58Q: 3 clusters Score -4152598 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -4152676.250000 Penalty: 3446.673096
	Iteration 59Q: 3 clusters Score -4152676 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4152763.250000 Penalty: 3446.673096
	Iteration 60F: 3 clusters Score -4152763 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4152840.750000 Penalty: 3446.673096
	Iteration 61Q: 3 clusters Score -4152841 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4152903.500000 Penalty: 3446.673096
	Iteration 62Q: 3 clusters Score -4152904 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4152985.500000 Penalty: 3446.673096
	Iteration 63Q: 3 clusters Score -4152986 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -4153059.500000 Penalty: 3446.673096
	Iteration 64Q: 3 clusters Score -4153060 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4153138.250000 Penalty: 3446.673096
	Iteration 65Q: 3 clusters Score -4153138 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -4153207.250000 Penalty: 3446.673096
	Iteration 66Q: 3 clusters Score -4153207 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4153280.000000 Penalty: 3446.673096
	Iteration 67Q: 3 clusters Score -4153280 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -4153350.000000 Penalty: 3446.673096
	Iteration 68Q: 3 clusters Score -4153350 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -4153399.750000 Penalty: 3446.673096
	Iteration 69Q: 3 clusters Score -4153400 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -4153446.250000 Penalty: 3446.673096
	Iteration 70Q: 3 clusters Score -4153446 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -4153486.000000 Penalty: 3446.673096
	Iteration 71Q: 3 clusters Score -4153486 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4153517.250000 Penalty: 3446.673096
	Iteration 72Q: 3 clusters Score -4153517 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -4153547.750000 Penalty: 3446.673096
	Iteration 73Q: 3 clusters Score -4153548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -4153572.500000 Penalty: 3446.673096
	Iteration 74Q: 3 clusters Score -4153572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -4153587.000000 Penalty: 3446.673096
	Iteration 75Q: 3 clusters Score -4153587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4153594.000000 Penalty: 3446.673096
	Iteration 76Q: 3 clusters Score -4153594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -4153614.750000 Penalty: 3446.673096
	Iteration 77Q: 3 clusters Score -4153615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -4153636.000000 Penalty: 3446.673096
	Iteration 78Q: 3 clusters Score -4153636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -4153656.250000 Penalty: 3446.673096
	Iteration 79Q: 3 clusters Score -4153656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -4153665.500000 Penalty: 3446.673096
	Iteration 80F: 3 clusters Score -4153666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -4153680.500000 Penalty: 3446.673096
	Iteration 81Q: 3 clusters Score -4153680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -4153698.500000 Penalty: 3446.673096
	Iteration 82Q: 3 clusters Score -4153698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -4153716.250000 Penalty: 3446.673096
	Iteration 83Q: 3 clusters Score -4153716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -4153722.750000 Penalty: 3446.673096
	Iteration 84Q: 3 clusters Score -4153723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -4153727.000000 Penalty: 3446.673096
	Iteration 85Q: 3 clusters Score -4153727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -4153731.250000 Penalty: 3446.673096
	Iteration 86Q: 3 clusters Score -4153731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -4153739.500000 Penalty: 3446.673096
	Iteration 87Q: 3 clusters Score -4153740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -4153743.500000 Penalty: 3446.673096
	Iteration 88Q: 3 clusters Score -4153744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -4153744.000000 Penalty: 3446.673096
	Iteration 89Q: 3 clusters Score -4153744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -4153744.500000 Penalty: 3446.673096
	Iteration 90Q: 3 clusters Score -4153744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -4153746.000000 Penalty: 3446.673096
	Iteration 91Q: 3 clusters Score -4153746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -4153749.250000 Penalty: 3446.673096
	Iteration 92Q: 3 clusters Score -4153749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -4153754.500000 Penalty: 3446.673096
	Iteration 93Q: 3 clusters Score -4153754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4153756.000000 Penalty: 3446.673096
	Iteration 94Q: 3 clusters Score -4153756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -4153759.000000 Penalty: 3446.673096
	Iteration 95Q: 3 clusters Score -4153759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -4153762.250000 Penalty: 3446.673096
	Iteration 96Q: 3 clusters Score -4153762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -4153757.750000 Penalty: 3446.673096
	Iteration 97Q: 3 clusters Score -4153758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -4153757.750000 Penalty: 3446.673096
	Iteration 98F: 3 clusters Score -4153758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82828 members 
Entering Unmasked Estep 
Score: -8526314.000000 Penalty: 1840.234619
	Iteration 0F: 2 clusters Score -8526314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -8470890.000000 Penalty: 3680.469238
	Iteration 0F: 3 clusters Score -8470890 nChanged 39454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -8493989.000000 Penalty: 3680.469238
	Iteration 1F: 3 clusters Score -8493989 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -8494831.000000 Penalty: 3680.469238
	Iteration 2Q: 3 clusters Score -8494831 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -8496178.000000 Penalty: 3680.469238
	Iteration 3Q: 3 clusters Score -8496178 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -8497897.000000 Penalty: 3680.469238
	Iteration 4Q: 3 clusters Score -8497897 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -8500165.000000 Penalty: 3680.469238
	Iteration 5F: 3 clusters Score -8500165 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -8503133.000000 Penalty: 3680.469238
	Iteration 6F: 3 clusters Score -8503133 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -8506789.000000 Penalty: 3680.469238
	Iteration 7F: 3 clusters Score -8506789 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -8510872.000000 Penalty: 3680.469238
	Iteration 8F: 3 clusters Score -8510872 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -8515205.000000 Penalty: 3680.469238
	Iteration 9F: 3 clusters Score -8515205 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -8518924.000000 Penalty: 3680.469238
	Iteration 10F: 3 clusters Score -8518924 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -8521676.000000 Penalty: 3680.469238
	Iteration 11Q: 3 clusters Score -8521676 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8523242.000000 Penalty: 3680.469238
	Iteration 12Q: 3 clusters Score -8523242 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81829 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8523995.000000 Penalty: 3680.469238
	Iteration 13Q: 3 clusters Score -8523995 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8524364.000000 Penalty: 3680.469238
	Iteration 14Q: 3 clusters Score -8524364 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8524554.000000 Penalty: 3680.469238
	Iteration 15Q: 3 clusters Score -8524554 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8524634.000000 Penalty: 3680.469238
	Iteration 16Q: 3 clusters Score -8524634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8524666.000000 Penalty: 3680.469238
	Iteration 17Q: 3 clusters Score -8524666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8524668.000000 Penalty: 3680.469238
	Iteration 18Q: 3 clusters Score -8524668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8524674.000000 Penalty: 3680.469238
	Iteration 19Q: 3 clusters Score -8524674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8524684.000000 Penalty: 3680.469238
	Iteration 20F: 3 clusters Score -8524684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8524685.000000 Penalty: 3680.469238
	Iteration 21Q: 3 clusters Score -8524685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8524687.000000 Penalty: 3680.469238
	Iteration 22Q: 3 clusters Score -8524687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8524687.000000 Penalty: 3680.469238
	Iteration 23F: 3 clusters Score -8524687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (338049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338049 members 
Entering Unmasked Estep 
Score: -34274428.000000 Penalty: 2068.778809
	Iteration 0F: 2 clusters Score -3.427443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -34067864.000000 Penalty: 4137.557617
	Iteration 0F: 3 clusters Score -3.406786e+07 nChanged 164972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170151 members 
Mstep: Class 2 contains 167898 members 
Entering Unmasked Estep 
Score: -34166380.000000 Penalty: 4137.557617
	Iteration 1F: 3 clusters Score -3.416638e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 167080 members 
Entering Unmasked Estep 
Score: -34168000.000000 Penalty: 4137.557617
	Iteration 2Q: 3 clusters Score -3.4168e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172362 members 
Mstep: Class 2 contains 165687 members 
Entering Unmasked Estep 
Score: -34170000.000000 Penalty: 4137.557617
	Iteration 3Q: 3 clusters Score -3.417e+07 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174705 members 
Mstep: Class 2 contains 163344 members 
Entering Unmasked Estep 
Score: -34172784.000000 Penalty: 4137.557617
	Iteration 4Q: 3 clusters Score -3.417278e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178463 members 
Mstep: Class 2 contains 159586 members 
Entering Unmasked Estep 
Score: -34176572.000000 Penalty: 4137.557617
	Iteration 5Q: 3 clusters Score -3.417657e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184211 members 
Mstep: Class 2 contains 153838 members 
Entering Unmasked Estep 
Score: -34181308.000000 Penalty: 4137.557617
	Iteration 6Q: 3 clusters Score -3.418131e+07 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192547 members 
Mstep: Class 2 contains 145502 members 
Entering Unmasked Estep 
Score: -34188080.000000 Penalty: 4137.557617
	Iteration 7Q: 3 clusters Score -3.418808e+07 nChanged 17958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204003 members 
Mstep: Class 2 contains 134046 members 
Entering Unmasked Estep 
Score: -34198596.000000 Penalty: 4137.557617
	Iteration 8F: 3 clusters Score -3.41986e+07 nChanged 20289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217820 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -34213224.000000 Penalty: 4137.557617
	Iteration 9F: 3 clusters Score -3.421322e+07 nChanged 20685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231299 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -34227244.000000 Penalty: 4137.557617
	Iteration 10F: 3 clusters Score -3.422724e+07 nChanged 17889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242506 members 
Mstep: Class 2 contains 95543 members 
Entering Unmasked Estep 
Score: -34237204.000000 Penalty: 4137.557617
	Iteration 11F: 3 clusters Score -3.42372e+07 nChanged 13706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251748 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -34242420.000000 Penalty: 4137.557617
	Iteration 12Q: 3 clusters Score -3.424242e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259589 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -34245628.000000 Penalty: 4137.557617
	Iteration 13Q: 3 clusters Score -3.424563e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266479 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -34247680.000000 Penalty: 4137.557617
	Iteration 14Q: 3 clusters Score -3.424768e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272739 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -34249228.000000 Penalty: 4137.557617
	Iteration 15Q: 3 clusters Score -3.424923e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278515 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -34250848.000000 Penalty: 4137.557617
	Iteration 16Q: 3 clusters Score -3.425085e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283957 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -34253348.000000 Penalty: 4137.557617
	Iteration 17Q: 3 clusters Score -3.425335e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289282 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -34255188.000000 Penalty: 4137.557617
	Iteration 18Q: 3 clusters Score -3.425519e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294333 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -34257104.000000 Penalty: 4137.557617
	Iteration 19Q: 3 clusters Score -3.42571e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299192 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -34259668.000000 Penalty: 4137.557617
	Iteration 20F: 3 clusters Score -3.425967e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303977 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -34261904.000000 Penalty: 4137.557617
	Iteration 21Q: 3 clusters Score -3.42619e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308631 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -34264912.000000 Penalty: 4137.557617
	Iteration 22Q: 3 clusters Score -3.426491e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313292 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -34267716.000000 Penalty: 4137.557617
	Iteration 23Q: 3 clusters Score -3.426772e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317972 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -34270000.000000 Penalty: 4137.557617
	Iteration 24Q: 3 clusters Score -3.427e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322329 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -34271788.000000 Penalty: 4137.557617
	Iteration 25Q: 3 clusters Score -3.427179e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326164 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -34272540.000000 Penalty: 4137.557617
	Iteration 26Q: 3 clusters Score -3.427254e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329229 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -34273128.000000 Penalty: 4137.557617
	Iteration 27Q: 3 clusters Score -3.427313e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331595 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -34273340.000000 Penalty: 4137.557617
	Iteration 28Q: 3 clusters Score -3.427334e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333284 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -34273396.000000 Penalty: 4137.557617
	Iteration 29Q: 3 clusters Score -3.42734e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334383 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -34273548.000000 Penalty: 4137.557617
	Iteration 30Q: 3 clusters Score -3.427355e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335146 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -34273380.000000 Penalty: 4137.557617
	Iteration 31Q: 3 clusters Score -3.427338e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335637 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -34273464.000000 Penalty: 4137.557617
	Iteration 32Q: 3 clusters Score -3.427346e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335963 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -34273512.000000 Penalty: 4137.557617
	Iteration 33Q: 3 clusters Score -3.427351e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336191 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -34273476.000000 Penalty: 4137.557617
	Iteration 34Q: 3 clusters Score -3.427348e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336359 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -34273400.000000 Penalty: 4137.557617
	Iteration 35Q: 3 clusters Score -3.42734e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336470 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -34273376.000000 Penalty: 4137.557617
	Iteration 36Q: 3 clusters Score -3.427338e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336552 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -34273300.000000 Penalty: 4137.557617
	Iteration 37Q: 3 clusters Score -3.42733e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336613 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -34273292.000000 Penalty: 4137.557617
	Iteration 38Q: 3 clusters Score -3.427329e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336661 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -34273332.000000 Penalty: 4137.557617
	Iteration 39Q: 3 clusters Score -3.427333e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336706 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -34273320.000000 Penalty: 4137.557617
	Iteration 40F: 3 clusters Score -3.427332e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336744 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -34273376.000000 Penalty: 4137.557617
	Iteration 41Q: 3 clusters Score -3.427338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336769 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -34273360.000000 Penalty: 4137.557617
	Iteration 42Q: 3 clusters Score -3.427336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336799 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -34273328.000000 Penalty: 4137.557617
	Iteration 43Q: 3 clusters Score -3.427333e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336823 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -34273344.000000 Penalty: 4137.557617
	Iteration 44Q: 3 clusters Score -3.427334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336842 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -34273368.000000 Penalty: 4137.557617
	Iteration 45Q: 3 clusters Score -3.427337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336860 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -34273356.000000 Penalty: 4137.557617
	Iteration 46Q: 3 clusters Score -3.427336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336873 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -34273376.000000 Penalty: 4137.557617
	Iteration 47Q: 3 clusters Score -3.427338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336880 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -34273364.000000 Penalty: 4137.557617
	Iteration 48Q: 3 clusters Score -3.427336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336880 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -34273380.000000 Penalty: 4137.557617
	Iteration 49Q: 3 clusters Score -3.427338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336877 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -34273380.000000 Penalty: 4137.557617
	Iteration 50Q: 3 clusters Score -3.427338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336881 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -34273360.000000 Penalty: 4137.557617
	Iteration 51Q: 3 clusters Score -3.427336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336890 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -34273348.000000 Penalty: 4137.557617
	Iteration 52Q: 3 clusters Score -3.427335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336900 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -34273352.000000 Penalty: 4137.557617
	Iteration 53Q: 3 clusters Score -3.427335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336904 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -34273348.000000 Penalty: 4137.557617
	Iteration 54Q: 3 clusters Score -3.427335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336909 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -34273360.000000 Penalty: 4137.557617
	Iteration 55Q: 3 clusters Score -3.427336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336917 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -34273388.000000 Penalty: 4137.557617
	Iteration 56Q: 3 clusters Score -3.427339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336919 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -34273372.000000 Penalty: 4137.557617
	Iteration 57Q: 3 clusters Score -3.427337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336924 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -34273384.000000 Penalty: 4137.557617
	Iteration 58Q: 3 clusters Score -3.427338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336929 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -34273384.000000 Penalty: 4137.557617
	Iteration 59Q: 3 clusters Score -3.427338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336928 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -34273396.000000 Penalty: 4137.557617
	Iteration 60F: 3 clusters Score -3.42734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336928 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -34273396.000000 Penalty: 4137.557617
	Iteration 61Q: 3 clusters Score -3.42734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336929 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -34273408.000000 Penalty: 4137.557617
	Iteration 62Q: 3 clusters Score -3.427341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336927 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -34273392.000000 Penalty: 4137.557617
	Iteration 63Q: 3 clusters Score -3.427339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336923 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -34273376.000000 Penalty: 4137.557617
	Iteration 64Q: 3 clusters Score -3.427338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336919 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -34273376.000000 Penalty: 4137.557617
	Iteration 65Q: 3 clusters Score -3.427338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336917 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -34273396.000000 Penalty: 4137.557617
	Iteration 66Q: 3 clusters Score -3.42734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336918 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -34273404.000000 Penalty: 4137.557617
	Iteration 67Q: 3 clusters Score -3.42734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336917 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -34273424.000000 Penalty: 4137.557617
	Iteration 68Q: 3 clusters Score -3.427342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336920 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -34273448.000000 Penalty: 4137.557617
	Iteration 69Q: 3 clusters Score -3.427345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336922 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -34273416.000000 Penalty: 4137.557617
	Iteration 70Q: 3 clusters Score -3.427342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336926 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -34273420.000000 Penalty: 4137.557617
	Iteration 71Q: 3 clusters Score -3.427342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336931 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -34273432.000000 Penalty: 4137.557617
	Iteration 72Q: 3 clusters Score -3.427343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336934 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -34273432.000000 Penalty: 4137.557617
	Iteration 73Q: 3 clusters Score -3.427343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336938 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -34273460.000000 Penalty: 4137.557617
	Iteration 74Q: 3 clusters Score -3.427346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336943 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -34273460.000000 Penalty: 4137.557617
	Iteration 75Q: 3 clusters Score -3.427346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336945 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -34273452.000000 Penalty: 4137.557617
	Iteration 76Q: 3 clusters Score -3.427345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336949 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -34273436.000000 Penalty: 4137.557617
	Iteration 77Q: 3 clusters Score -3.427344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336948 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -34273444.000000 Penalty: 4137.557617
	Iteration 78Q: 3 clusters Score -3.427344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336950 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -34273436.000000 Penalty: 4137.557617
	Iteration 79Q: 3 clusters Score -3.427344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336954 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -34273464.000000 Penalty: 4137.557617
	Iteration 80F: 3 clusters Score -3.427346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336961 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -34273456.000000 Penalty: 4137.557617
	Iteration 81Q: 3 clusters Score -3.427346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336964 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -34273460.000000 Penalty: 4137.557617
	Iteration 82Q: 3 clusters Score -3.427346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336967 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -34273460.000000 Penalty: 4137.557617
	Iteration 83Q: 3 clusters Score -3.427346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336971 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -34273440.000000 Penalty: 4137.557617
	Iteration 84Q: 3 clusters Score -3.427344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336976 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -34273424.000000 Penalty: 4137.557617
	Iteration 85Q: 3 clusters Score -3.427342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336977 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -34273416.000000 Penalty: 4137.557617
	Iteration 86Q: 3 clusters Score -3.427342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336977 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -34273428.000000 Penalty: 4137.557617
	Iteration 87Q: 3 clusters Score -3.427343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336977 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -34273428.000000 Penalty: 4137.557617
	Iteration 88F: 3 clusters Score -3.427343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Entering Unmasked Estep 
Score: -5974012.000000 Penalty: 1782.326538
	Iteration 0F: 2 clusters Score -5974012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -5935456.000000 Penalty: 3564.653076
	Iteration 0F: 3 clusters Score -5935456 nChanged 27203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -5950503.000000 Penalty: 3564.653076
	Iteration 1F: 3 clusters Score -5950503 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -5950825.000000 Penalty: 3564.653076
	Iteration 2Q: 3 clusters Score -5950825 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -5951165.500000 Penalty: 3564.653076
	Iteration 3Q: 3 clusters Score -5951166 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -5951575.000000 Penalty: 3564.653076
	Iteration 4Q: 3 clusters Score -5951575 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -5952035.500000 Penalty: 3564.653076
	Iteration 5Q: 3 clusters Score -5952036 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -5952670.500000 Penalty: 3564.653076
	Iteration 6Q: 3 clusters Score -5952670 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -5953620.000000 Penalty: 3564.653076
	Iteration 7Q: 3 clusters Score -5953620 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5955257.500000 Penalty: 3564.653076
	Iteration 8F: 3 clusters Score -5955258 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -5957780.000000 Penalty: 3564.653076
	Iteration 9F: 3 clusters Score -5957780 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -5961048.000000 Penalty: 3564.653076
	Iteration 10F: 3 clusters Score -5961048 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -5964470.000000 Penalty: 3564.653076
	Iteration 11F: 3 clusters Score -5964470 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -5967258.500000 Penalty: 3564.653076
	Iteration 12F: 3 clusters Score -5967258 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -5969030.500000 Penalty: 3564.653076
	Iteration 13Q: 3 clusters Score -5969030 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5970101.000000 Penalty: 3564.653076
	Iteration 14Q: 3 clusters Score -5970101 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -5970694.000000 Penalty: 3564.653076
	Iteration 15Q: 3 clusters Score -5970694 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -5971031.000000 Penalty: 3564.653076
	Iteration 16Q: 3 clusters Score -5971031 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5971293.500000 Penalty: 3564.653076
	Iteration 17Q: 3 clusters Score -5971294 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5971472.500000 Penalty: 3564.653076
	Iteration 18Q: 3 clusters Score -5971472 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -5971622.500000 Penalty: 3564.653076
	Iteration 19Q: 3 clusters Score -5971622 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5971742.500000 Penalty: 3564.653076
	Iteration 20F: 3 clusters Score -5971742 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5971874.000000 Penalty: 3564.653076
	Iteration 21Q: 3 clusters Score -5971874 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5971975.500000 Penalty: 3564.653076
	Iteration 22Q: 3 clusters Score -5971976 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5972048.000000 Penalty: 3564.653076
	Iteration 23Q: 3 clusters Score -5972048 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5972105.000000 Penalty: 3564.653076
	Iteration 24Q: 3 clusters Score -5972105 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5972150.000000 Penalty: 3564.653076
	Iteration 25Q: 3 clusters Score -5972150 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5972200.000000 Penalty: 3564.653076
	Iteration 26Q: 3 clusters Score -5972200 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5972217.000000 Penalty: 3564.653076
	Iteration 27Q: 3 clusters Score -5972217 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5972253.000000 Penalty: 3564.653076
	Iteration 28Q: 3 clusters Score -5972253 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5972265.000000 Penalty: 3564.653076
	Iteration 29Q: 3 clusters Score -5972265 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5972290.500000 Penalty: 3564.653076
	Iteration 30Q: 3 clusters Score -5972290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5972302.500000 Penalty: 3564.653076
	Iteration 31Q: 3 clusters Score -5972302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5972335.500000 Penalty: 3564.653076
	Iteration 32Q: 3 clusters Score -5972336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5972353.500000 Penalty: 3564.653076
	Iteration 33Q: 3 clusters Score -5972354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5972361.000000 Penalty: 3564.653076
	Iteration 34Q: 3 clusters Score -5972361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5972364.500000 Penalty: 3564.653076
	Iteration 35Q: 3 clusters Score -5972364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5972360.000000 Penalty: 3564.653076
	Iteration 36Q: 3 clusters Score -5972360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5972385.000000 Penalty: 3564.653076
	Iteration 37Q: 3 clusters Score -5972385 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5972402.000000 Penalty: 3564.653076
	Iteration 38Q: 3 clusters Score -5972402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5972409.000000 Penalty: 3564.653076
	Iteration 39Q: 3 clusters Score -5972409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5972425.000000 Penalty: 3564.653076
	Iteration 40F: 3 clusters Score -5972425 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5972444.500000 Penalty: 3564.653076
	Iteration 41Q: 3 clusters Score -5972444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5972458.500000 Penalty: 3564.653076
	Iteration 42Q: 3 clusters Score -5972458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5972478.500000 Penalty: 3564.653076
	Iteration 43Q: 3 clusters Score -5972478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5972500.000000 Penalty: 3564.653076
	Iteration 44Q: 3 clusters Score -5972500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5972503.000000 Penalty: 3564.653076
	Iteration 45Q: 3 clusters Score -5972503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5972522.000000 Penalty: 3564.653076
	Iteration 46Q: 3 clusters Score -5972522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5972534.500000 Penalty: 3564.653076
	Iteration 47Q: 3 clusters Score -5972534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5972530.000000 Penalty: 3564.653076
	Iteration 48Q: 3 clusters Score -5972530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5972539.000000 Penalty: 3564.653076
	Iteration 49Q: 3 clusters Score -5972539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5972532.500000 Penalty: 3564.653076
	Iteration 50Q: 3 clusters Score -5972532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5972541.500000 Penalty: 3564.653076
	Iteration 51Q: 3 clusters Score -5972542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5972545.000000 Penalty: 3564.653076
	Iteration 52Q: 3 clusters Score -5972545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5972549.500000 Penalty: 3564.653076
	Iteration 53Q: 3 clusters Score -5972550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5972556.500000 Penalty: 3564.653076
	Iteration 54Q: 3 clusters Score -5972556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5972560.000000 Penalty: 3564.653076
	Iteration 55Q: 3 clusters Score -5972560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5972567.000000 Penalty: 3564.653076
	Iteration 56Q: 3 clusters Score -5972567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5972570.500000 Penalty: 3564.653076
	Iteration 57Q: 3 clusters Score -5972570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5972576.000000 Penalty: 3564.653076
	Iteration 58Q: 3 clusters Score -5972576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5972573.500000 Penalty: 3564.653076
	Iteration 59Q: 3 clusters Score -5972574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5972575.500000 Penalty: 3564.653076
	Iteration 60F: 3 clusters Score -5972576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5972579.000000 Penalty: 3564.653076
	Iteration 61Q: 3 clusters Score -5972579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5972576.000000 Penalty: 3564.653076
	Iteration 62Q: 3 clusters Score -5972576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5972580.500000 Penalty: 3564.653076
	Iteration 63Q: 3 clusters Score -5972580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5972576.500000 Penalty: 3564.653076
	Iteration 64Q: 3 clusters Score -5972576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5972577.500000 Penalty: 3564.653076
	Iteration 65Q: 3 clusters Score -5972578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5972572.500000 Penalty: 3564.653076
	Iteration 66Q: 3 clusters Score -5972572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5972573.500000 Penalty: 3564.653076
	Iteration 67Q: 3 clusters Score -5972574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5972573.500000 Penalty: 3564.653076
	Iteration 68Q: 3 clusters Score -5972574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5972576.500000 Penalty: 3564.653076
	Iteration 69Q: 3 clusters Score -5972576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5972576.500000 Penalty: 3564.653076
	Iteration 70F: 3 clusters Score -5972576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -337211.625000 Penalty: 1312.231689
	Iteration 0F: 2 clusters Score -337211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -334337.937500 Penalty: 2624.463379
	Iteration 0F: 3 clusters Score -334337.9 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -335035.093750 Penalty: 2624.463379
	Iteration 1F: 3 clusters Score -335035.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -335166.781250 Penalty: 2624.463379
	Iteration 2F: 3 clusters Score -335166.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -335234.125000 Penalty: 2624.463379
	Iteration 3Q: 3 clusters Score -335234.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -335281.531250 Penalty: 2624.463379
	Iteration 4Q: 3 clusters Score -335281.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -335309.187500 Penalty: 2624.463379
	Iteration 5Q: 3 clusters Score -335309.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -335332.156250 Penalty: 2624.463379
	Iteration 6Q: 3 clusters Score -335332.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -335351.000000 Penalty: 2624.463379
	Iteration 7Q: 3 clusters Score -335351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -335365.656250 Penalty: 2624.463379
	Iteration 8Q: 3 clusters Score -335365.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -335374.812500 Penalty: 2624.463379
	Iteration 9Q: 3 clusters Score -335374.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -335383.906250 Penalty: 2624.463379
	Iteration 10Q: 3 clusters Score -335383.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -335393.125000 Penalty: 2624.463379
	Iteration 11Q: 3 clusters Score -335393.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -335399.687500 Penalty: 2624.463379
	Iteration 12Q: 3 clusters Score -335399.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -335405.625000 Penalty: 2624.463379
	Iteration 13Q: 3 clusters Score -335405.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -335412.156250 Penalty: 2624.463379
	Iteration 14Q: 3 clusters Score -335412.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -335418.218750 Penalty: 2624.463379
	Iteration 15Q: 3 clusters Score -335418.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -335422.625000 Penalty: 2624.463379
	Iteration 16Q: 3 clusters Score -335422.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -335427.156250 Penalty: 2624.463379
	Iteration 17Q: 3 clusters Score -335427.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -335431.000000 Penalty: 2624.463379
	Iteration 18Q: 3 clusters Score -335431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -335434.281250 Penalty: 2624.463379
	Iteration 19Q: 3 clusters Score -335434.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -335436.125000 Penalty: 2624.463379
	Iteration 20F: 3 clusters Score -335436.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -335437.406250 Penalty: 2624.463379
	Iteration 21Q: 3 clusters Score -335437.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -335438.937500 Penalty: 2624.463379
	Iteration 22Q: 3 clusters Score -335438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -335439.656250 Penalty: 2624.463379
	Iteration 23Q: 3 clusters Score -335439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -335440.906250 Penalty: 2624.463379
	Iteration 24Q: 3 clusters Score -335440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -335443.000000 Penalty: 2624.463379
	Iteration 25Q: 3 clusters Score -335443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -335442.843750 Penalty: 2624.463379
	Iteration 26Q: 3 clusters Score -335442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -335443.437500 Penalty: 2624.463379
	Iteration 27Q: 3 clusters Score -335443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -335443.281250 Penalty: 2624.463379
	Iteration 28Q: 3 clusters Score -335443.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -335443.281250 Penalty: 2624.463379
	Iteration 29F: 3 clusters Score -335443.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (91977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Entering Unmasked Estep 
Score: -9509550.000000 Penalty: 1857.260254
	Iteration 0F: 2 clusters Score -9509550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -9448142.000000 Penalty: 3714.520508
	Iteration 0F: 3 clusters Score -9448142 nChanged 43880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -9473481.000000 Penalty: 3714.520508
	Iteration 1F: 3 clusters Score -9473481 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -9474134.000000 Penalty: 3714.520508
	Iteration 2Q: 3 clusters Score -9474134 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -9475068.000000 Penalty: 3714.520508
	Iteration 3Q: 3 clusters Score -9475068 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -9476327.000000 Penalty: 3714.520508
	Iteration 4Q: 3 clusters Score -9476327 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -9477990.000000 Penalty: 3714.520508
	Iteration 5Q: 3 clusters Score -9477990 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -9480687.000000 Penalty: 3714.520508
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	Iteration 100F: 3 clusters Score -9499969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -9499987.000000 Penalty: 3714.520508
	Iteration 101Q: 3 clusters Score -9499987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -9499970.000000 Penalty: 3714.520508
	Iteration 102Q: 3 clusters Score -9499970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -9499981.000000 Penalty: 3714.520508
	Iteration 103Q: 3 clusters Score -9499981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -9499985.000000 Penalty: 3714.520508
	Iteration 104Q: 3 clusters Score -9499985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -9499978.000000 Penalty: 3714.520508
	Iteration 105Q: 3 clusters Score -9499978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -9499982.000000 Penalty: 3714.520508
	Iteration 106Q: 3 clusters Score -9499982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -9499986.000000 Penalty: 3714.520508
	Iteration 107Q: 3 clusters Score -9499986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -9499986.000000 Penalty: 3714.520508
	Iteration 108Q: 3 clusters Score -9499986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -9499990.000000 Penalty: 3714.520508
	Iteration 109Q: 3 clusters Score -9499990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -9499991.000000 Penalty: 3714.520508
	Iteration 110Q: 3 clusters Score -9499991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -9499991.000000 Penalty: 3714.520508
	Iteration 111Q: 3 clusters Score -9499991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -9499980.000000 Penalty: 3714.520508
	Iteration 112Q: 3 clusters Score -9499980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -9499980.000000 Penalty: 3714.520508
	Iteration 113Q: 3 clusters Score -9499980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -9499973.000000 Penalty: 3714.520508
	Iteration 114Q: 3 clusters Score -9499973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -9499973.000000 Penalty: 3714.520508
	Iteration 115Q: 3 clusters Score -9499973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -9499974.000000 Penalty: 3714.520508
	Iteration 116Q: 3 clusters Score -9499974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -9499974.000000 Penalty: 3714.520508
	Iteration 117Q: 3 clusters Score -9499974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -9499979.000000 Penalty: 3714.520508
	Iteration 118Q: 3 clusters Score -9499979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -9499980.000000 Penalty: 3714.520508
	Iteration 119Q: 3 clusters Score -9499980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -9499978.000000 Penalty: 3714.520508
	Iteration 120F: 3 clusters Score -9499978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (82005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82005 members 
Entering Unmasked Estep 
Score: -8444592.000000 Penalty: 1838.611938
	Iteration 0F: 2 clusters Score -8444592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8389646.000000 Penalty: 3677.223877
	Iteration 0F: 3 clusters Score -8389646 nChanged 38964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -8412002.000000 Penalty: 3677.223877
	Iteration 1F: 3 clusters Score -8412002 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -8412507.000000 Penalty: 3677.223877
	Iteration 2Q: 3 clusters Score -8412507 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -8413064.000000 Penalty: 3677.223877
	Iteration 3Q: 3 clusters Score -8413064 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -8413601.000000 Penalty: 3677.223877
	Iteration 4Q: 3 clusters Score -8413601 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -8414300.000000 Penalty: 3677.223877
	Iteration 5Q: 3 clusters Score -8414300 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -8415229.000000 Penalty: 3677.223877
	Iteration 6Q: 3 clusters Score -8415229 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -8416724.000000 Penalty: 3677.223877
	Iteration 7Q: 3 clusters Score -8416724 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -8418989.000000 Penalty: 3677.223877
	Iteration 8Q: 3 clusters Score -8418989 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -8422236.000000 Penalty: 3677.223877
	Iteration 9F: 3 clusters Score -8422236 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -8426329.000000 Penalty: 3677.223877
	Iteration 10F: 3 clusters Score -8426329 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -8430107.000000 Penalty: 3677.223877
	Iteration 11F: 3 clusters Score -8430107 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -8432086.000000 Penalty: 3677.223877
	Iteration 12F: 3 clusters Score -8432086 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -8432909.000000 Penalty: 3677.223877
	Iteration 13Q: 3 clusters Score -8432909 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -8433385.000000 Penalty: 3677.223877
	Iteration 14Q: 3 clusters Score -8433385 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -8433741.000000 Penalty: 3677.223877
	Iteration 15Q: 3 clusters Score -8433741 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -8434004.000000 Penalty: 3677.223877
	Iteration 16Q: 3 clusters Score -8434004 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -8434340.000000 Penalty: 3677.223877
	Iteration 17Q: 3 clusters Score -8434340 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -8434551.000000 Penalty: 3677.223877
	Iteration 18Q: 3 clusters Score -8434551 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -8434774.000000 Penalty: 3677.223877
	Iteration 19Q: 3 clusters Score -8434774 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -8434953.000000 Penalty: 3677.223877
	Iteration 20F: 3 clusters Score -8434953 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -8435072.000000 Penalty: 3677.223877
	Iteration 21Q: 3 clusters Score -8435072 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -8435192.000000 Penalty: 3677.223877
	Iteration 22Q: 3 clusters Score -8435192 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -8435251.000000 Penalty: 3677.223877
	Iteration 23Q: 3 clusters Score -8435251 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -8435393.000000 Penalty: 3677.223877
	Iteration 24Q: 3 clusters Score -8435393 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -8435449.000000 Penalty: 3677.223877
	Iteration 25Q: 3 clusters Score -8435449 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -8435518.000000 Penalty: 3677.223877
	Iteration 26Q: 3 clusters Score -8435518 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -8435571.000000 Penalty: 3677.223877
	Iteration 27Q: 3 clusters Score -8435571 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -8435605.000000 Penalty: 3677.223877
	Iteration 28Q: 3 clusters Score -8435605 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -8435612.000000 Penalty: 3677.223877
	Iteration 29Q: 3 clusters Score -8435612 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -8435653.000000 Penalty: 3677.223877
	Iteration 30Q: 3 clusters Score -8435653 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -8435668.000000 Penalty: 3677.223877
	Iteration 31Q: 3 clusters Score -8435668 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -8435691.000000 Penalty: 3677.223877
	Iteration 32Q: 3 clusters Score -8435691 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -8435718.000000 Penalty: 3677.223877
	Iteration 33Q: 3 clusters Score -8435718 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -8435744.000000 Penalty: 3677.223877
	Iteration 34Q: 3 clusters Score -8435744 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -8435760.000000 Penalty: 3677.223877
	Iteration 35Q: 3 clusters Score -8435760 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -8435770.000000 Penalty: 3677.223877
	Iteration 36Q: 3 clusters Score -8435770 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -8435797.000000 Penalty: 3677.223877
	Iteration 37Q: 3 clusters Score -8435797 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -8435785.000000 Penalty: 3677.223877
	Iteration 38Q: 3 clusters Score -8435785 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -8435813.000000 Penalty: 3677.223877
	Iteration 39Q: 3 clusters Score -8435813 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -8435824.000000 Penalty: 3677.223877
	Iteration 40F: 3 clusters Score -8435824 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -8435821.000000 Penalty: 3677.223877
	Iteration 41Q: 3 clusters Score -8435821 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -8435827.000000 Penalty: 3677.223877
	Iteration 42Q: 3 clusters Score -8435827 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -8435836.000000 Penalty: 3677.223877
	Iteration 43Q: 3 clusters Score -8435836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -8435841.000000 Penalty: 3677.223877
	Iteration 44Q: 3 clusters Score -8435841 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -8435838.000000 Penalty: 3677.223877
	Iteration 45Q: 3 clusters Score -8435838 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -8435857.000000 Penalty: 3677.223877
	Iteration 46Q: 3 clusters Score -8435857 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -8435873.000000 Penalty: 3677.223877
	Iteration 47Q: 3 clusters Score -8435873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -8435871.000000 Penalty: 3677.223877
	Iteration 48Q: 3 clusters Score -8435871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -8435875.000000 Penalty: 3677.223877
	Iteration 49Q: 3 clusters Score -8435875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -8435889.000000 Penalty: 3677.223877
	Iteration 50Q: 3 clusters Score -8435889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -8435891.000000 Penalty: 3677.223877
	Iteration 51Q: 3 clusters Score -8435891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -8435900.000000 Penalty: 3677.223877
	Iteration 52Q: 3 clusters Score -8435900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -8435920.000000 Penalty: 3677.223877
	Iteration 53Q: 3 clusters Score -8435920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -8435908.000000 Penalty: 3677.223877
	Iteration 54Q: 3 clusters Score -8435908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -8435923.000000 Penalty: 3677.223877
	Iteration 55Q: 3 clusters Score -8435923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -8435923.000000 Penalty: 3677.223877
	Iteration 56Q: 3 clusters Score -8435923 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -8435932.000000 Penalty: 3677.223877
	Iteration 57Q: 3 clusters Score -8435932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -8435922.000000 Penalty: 3677.223877
	Iteration 58Q: 3 clusters Score -8435922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -8435922.000000 Penalty: 3677.223877
	Iteration 59Q: 3 clusters Score -8435922 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -8435930.000000 Penalty: 3677.223877
	Iteration 60F: 3 clusters Score -8435930 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -8435949.000000 Penalty: 3677.223877
	Iteration 61Q: 3 clusters Score -8435949 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -8435946.000000 Penalty: 3677.223877
	Iteration 62Q: 3 clusters Score -8435946 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -8435949.000000 Penalty: 3677.223877
	Iteration 63Q: 3 clusters Score -8435949 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -8435962.000000 Penalty: 3677.223877
	Iteration 64Q: 3 clusters Score -8435962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -8435952.000000 Penalty: 3677.223877
	Iteration 65Q: 3 clusters Score -8435952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -8435962.000000 Penalty: 3677.223877
	Iteration 66Q: 3 clusters Score -8435962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -8435970.000000 Penalty: 3677.223877
	Iteration 67Q: 3 clusters Score -8435970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -8435957.000000 Penalty: 3677.223877
	Iteration 68Q: 3 clusters Score -8435957 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -8435943.000000 Penalty: 3677.223877
	Iteration 69Q: 3 clusters Score -8435943 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -8435931.000000 Penalty: 3677.223877
	Iteration 70Q: 3 clusters Score -8435931 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -8435908.000000 Penalty: 3677.223877
	Iteration 71Q: 3 clusters Score -8435908 nChanged 72
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8440640 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -8440851.000000 Penalty: 3677.223877
	Iteration 166Q: 3 clusters Score -8440851 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -8441082.000000 Penalty: 3677.223877
	Iteration 167Q: 3 clusters Score -8441082 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -8441258.000000 Penalty: 3677.223877
	Iteration 168Q: 3 clusters Score -8441258 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -8441472.000000 Penalty: 3677.223877
	Iteration 169Q: 3 clusters Score -8441472 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -8441624.000000 Penalty: 3677.223877
	Iteration 170Q: 3 clusters Score -8441624 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -8441799.000000 Penalty: 3677.223877
	Iteration 171Q: 3 clusters Score -8441799 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -8441936.000000 Penalty: 3677.223877
	Iteration 172Q: 3 clusters Score -8441936 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -8442052.000000 Penalty: 3677.223877
	Iteration 173Q: 3 clusters Score -8442052 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -8442160.000000 Penalty: 3677.223877
	Iteration 174Q: 3 clusters Score -8442160 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -8442244.000000 Penalty: 3677.223877
	Iteration 175Q: 3 clusters Score -8442244 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -8442331.000000 Penalty: 3677.223877
	Iteration 176Q: 3 clusters Score -8442331 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -8442445.000000 Penalty: 3677.223877
	Iteration 177Q: 3 clusters Score -8442445 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -8442528.000000 Penalty: 3677.223877
	Iteration 178Q: 3 clusters Score -8442528 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -8442632.000000 Penalty: 3677.223877
	Iteration 179Q: 3 clusters Score -8442632 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -8442694.000000 Penalty: 3677.223877
	Iteration 180F: 3 clusters Score -8442694 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -8442771.000000 Penalty: 3677.223877
	Iteration 181Q: 3 clusters Score -8442771 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -8442846.000000 Penalty: 3677.223877
	Iteration 182Q: 3 clusters Score -8442846 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -8442886.000000 Penalty: 3677.223877
	Iteration 183Q: 3 clusters Score -8442886 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -8442943.000000 Penalty: 3677.223877
	Iteration 184Q: 3 clusters Score -8442943 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -8442992.000000 Penalty: 3677.223877
	Iteration 185Q: 3 clusters Score -8442992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 79882 members 
Entering Unmasked Estep 
Score: -8443021.000000 Penalty: 3677.223877
	Iteration 186Q: 3 clusters Score -8443021 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -8443075.000000 Penalty: 3677.223877
	Iteration 187Q: 3 clusters Score -8443075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -8443089.000000 Penalty: 3677.223877
	Iteration 188Q: 3 clusters Score -8443089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 80193 members 
Entering Unmasked Estep 
Score: -8443107.000000 Penalty: 3677.223877
	Iteration 189Q: 3 clusters Score -8443107 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -8443127.000000 Penalty: 3677.223877
	Iteration 190Q: 3 clusters Score -8443127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -8443153.000000 Penalty: 3677.223877
	Iteration 191Q: 3 clusters Score -8443153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -8443173.000000 Penalty: 3677.223877
	Iteration 192Q: 3 clusters Score -8443173 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -8443184.000000 Penalty: 3677.223877
	Iteration 193Q: 3 clusters Score -8443184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -8443189.000000 Penalty: 3677.223877
	Iteration 194Q: 3 clusters Score -8443189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -8443195.000000 Penalty: 3677.223877
	Iteration 195Q: 3 clusters Score -8443195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -8443199.000000 Penalty: 3677.223877
	Iteration 196Q: 3 clusters Score -8443199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -8443212.000000 Penalty: 3677.223877
	Iteration 197Q: 3 clusters Score -8443212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -8443227.000000 Penalty: 3677.223877
	Iteration 198Q: 3 clusters Score -8443227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -8443218.000000 Penalty: 3677.223877
	Iteration 199Q: 3 clusters Score -8443218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -8443229.000000 Penalty: 3677.223877
	Iteration 200F: 3 clusters Score -8443229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -8443238.000000 Penalty: 3677.223877
	Iteration 201Q: 3 clusters Score -8443238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -8443244.000000 Penalty: 3677.223877
	Iteration 202Q: 3 clusters Score -8443244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -8443242.000000 Penalty: 3677.223877
	Iteration 203Q: 3 clusters Score -8443242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -8443253.000000 Penalty: 3677.223877
	Iteration 204Q: 3 clusters Score -8443253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -8443246.000000 Penalty: 3677.223877
	Iteration 205Q: 3 clusters Score -8443246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 80677 members 
Entering Unmasked Estep 
Score: -8443250.000000 Penalty: 3677.223877
	Iteration 206Q: 3 clusters Score -8443250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -8443246.000000 Penalty: 3677.223877
	Iteration 207Q: 3 clusters Score -8443246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -8443248.000000 Penalty: 3677.223877
	Iteration 208Q: 3 clusters Score -8443248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -8443250.000000 Penalty: 3677.223877
	Iteration 209Q: 3 clusters Score -8443250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
Score: -8443253.000000 Penalty: 3677.223877
	Iteration 210Q: 3 clusters Score -8443253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -8443254.000000 Penalty: 3677.223877
	Iteration 211Q: 3 clusters Score -8443254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -8443260.000000 Penalty: 3677.223877
	Iteration 212Q: 3 clusters Score -8443260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -8443258.000000 Penalty: 3677.223877
	Iteration 213Q: 3 clusters Score -8443258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -8443251.000000 Penalty: 3677.223877
	Iteration 214Q: 3 clusters Score -8443251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -8443250.000000 Penalty: 3677.223877
	Iteration 215Q: 3 clusters Score -8443250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -8443250.000000 Penalty: 3677.223877
	Iteration 216F: 3 clusters Score -8443250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87764 members 
Entering Unmasked Estep 
Score: -9054442.000000 Penalty: 1849.640991
	Iteration 0F: 2 clusters Score -9054442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -8996079.000000 Penalty: 3699.281982
	Iteration 0F: 3 clusters Score -8996079 nChanged 41699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -9020152.000000 Penalty: 3699.281982
	Iteration 1F: 3 clusters Score -9020152 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -9021003.000000 Penalty: 3699.281982
	Iteration 2Q: 3 clusters Score -9021003 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -9021918.000000 Penalty: 3699.281982
	Iteration 3Q: 3 clusters Score -9021918 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -9023205.000000 Penalty: 3699.281982
	Iteration 4Q: 3 clusters Score -9023205 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -9024578.000000 Penalty: 3699.281982
	Iteration 5Q: 3 clusters Score -9024578 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -9026255.000000 Penalty: 3699.281982
	Iteration 6Q: 3 clusters Score -9026255 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -9028138.000000 Penalty: 3699.281982
	Iteration 7Q: 3 clusters Score -9028138 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -9030453.000000 Penalty: 3699.281982
	Iteration 8F: 3 clusters Score -9030453 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -9033283.000000 Penalty: 3699.281982
	Iteration 9F: 3 clusters Score -9033283 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -9036737.000000 Penalty: 3699.281982
	Iteration 10F: 3 clusters Score -9036737 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -9040207.000000 Penalty: 3699.281982
	Iteration 11F: 3 clusters Score -9040207 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -9043068.000000 Penalty: 3699.281982
	Iteration 12Q: 3 clusters Score -9043068 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -9045293.000000 Penalty: 3699.281982
	Iteration 13Q: 3 clusters Score -9045293 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -9046926.000000 Penalty: 3699.281982
	Iteration 14Q: 3 clusters Score -9046926 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -9047989.000000 Penalty: 3699.281982
	Iteration 15Q: 3 clusters Score -9047989 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -9048884.000000 Penalty: 3699.281982
	Iteration 16Q: 3 clusters Score -9048884 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -9049551.000000 Penalty: 3699.281982
	Iteration 17Q: 3 clusters Score -9049551 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -9050106.000000 Penalty: 3699.281982
	Iteration 18Q: 3 clusters Score -9050106 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -9050582.000000 Penalty: 3699.281982
	Iteration 19Q: 3 clusters Score -9050582 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -9050996.000000 Penalty: 3699.281982
	Iteration 20F: 3 clusters Score -9050996 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -9051330.000000 Penalty: 3699.281982
	Iteration 21Q: 3 clusters Score -9051330 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -9051578.000000 Penalty: 3699.281982
	Iteration 22Q: 3 clusters Score -9051578 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -9051770.000000 Penalty: 3699.281982
	Iteration 23Q: 3 clusters Score -9051770 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -9051966.000000 Penalty: 3699.281982
	Iteration 24Q: 3 clusters Score -9051966 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -9052175.000000 Penalty: 3699.281982
	Iteration 25Q: 3 clusters Score -9052175 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -9052326.000000 Penalty: 3699.281982
	Iteration 26Q: 3 clusters Score -9052326 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83831 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -9052492.000000 Penalty: 3699.281982
	Iteration 27Q: 3 clusters Score -9052492 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -9052614.000000 Penalty: 3699.281982
	Iteration 28Q: 3 clusters Score -9052614 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9052723.000000 Penalty: 3699.281982
	Iteration 29Q: 3 clusters Score -9052723 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -9052806.000000 Penalty: 3699.281982
	Iteration 30Q: 3 clusters Score -9052806 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -9052869.000000 Penalty: 3699.281982
	Iteration 31Q: 3 clusters Score -9052869 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85198 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -9052925.000000 Penalty: 3699.281982
	Iteration 32Q: 3 clusters Score -9052925 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9052953.000000 Penalty: 3699.281982
	Iteration 33Q: 3 clusters Score -9052953 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85488 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -9052994.000000 Penalty: 3699.281982
	Iteration 34Q: 3 clusters Score -9052994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9052999.000000 Penalty: 3699.281982
	Iteration 35Q: 3 clusters Score -9052999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9053020.000000 Penalty: 3699.281982
	Iteration 36Q: 3 clusters Score -9053020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9053032.000000 Penalty: 3699.281982
	Iteration 37Q: 3 clusters Score -9053032 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9053045.000000 Penalty: 3699.281982
	Iteration 38Q: 3 clusters Score -9053045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9053050.000000 Penalty: 3699.281982
	Iteration 39Q: 3 clusters Score -9053050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -9053069.000000 Penalty: 3699.281982
	Iteration 40F: 3 clusters Score -9053069 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85973 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9053077.000000 Penalty: 3699.281982
	Iteration 41Q: 3 clusters Score -9053077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9053087.000000 Penalty: 3699.281982
	Iteration 42Q: 3 clusters Score -9053087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9053102.000000 Penalty: 3699.281982
	Iteration 43Q: 3 clusters Score -9053102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9053114.000000 Penalty: 3699.281982
	Iteration 44Q: 3 clusters Score -9053114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9053125.000000 Penalty: 3699.281982
	Iteration 45Q: 3 clusters Score -9053125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9053138.000000 Penalty: 3699.281982
	Iteration 46Q: 3 clusters Score -9053138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9053145.000000 Penalty: 3699.281982
	Iteration 47Q: 3 clusters Score -9053145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9053151.000000 Penalty: 3699.281982
	Iteration 48Q: 3 clusters Score -9053151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9053157.000000 Penalty: 3699.281982
	Iteration 49Q: 3 clusters Score -9053157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86285 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9053169.000000 Penalty: 3699.281982
	Iteration 50Q: 3 clusters Score -9053169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9053179.000000 Penalty: 3699.281982
	Iteration 51Q: 3 clusters Score -9053179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9053186.000000 Penalty: 3699.281982
	Iteration 52Q: 3 clusters Score -9053186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9053188.000000 Penalty: 3699.281982
	Iteration 53Q: 3 clusters Score -9053188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9053190.000000 Penalty: 3699.281982
	Iteration 54Q: 3 clusters Score -9053190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9053202.000000 Penalty: 3699.281982
	Iteration 55Q: 3 clusters Score -9053202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9053199.000000 Penalty: 3699.281982
	Iteration 56Q: 3 clusters Score -9053199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9053200.000000 Penalty: 3699.281982
	Iteration 57Q: 3 clusters Score -9053200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9053206.000000 Penalty: 3699.281982
	Iteration 58Q: 3 clusters Score -9053206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9053202.000000 Penalty: 3699.281982
	Iteration 59Q: 3 clusters Score -9053202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9053213.000000 Penalty: 3699.281982
	Iteration 60F: 3 clusters Score -9053213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9053203.000000 Penalty: 3699.281982
	Iteration 61Q: 3 clusters Score -9053203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9053205.000000 Penalty: 3699.281982
	Iteration 62Q: 3 clusters Score -9053205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9053210.000000 Penalty: 3699.281982
	Iteration 63Q: 3 clusters Score -9053210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86469 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9053213.000000 Penalty: 3699.281982
	Iteration 64Q: 3 clusters Score -9053213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9053221.000000 Penalty: 3699.281982
	Iteration 65Q: 3 clusters Score -9053221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86484 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9053215.000000 Penalty: 3699.281982
	Iteration 66Q: 3 clusters Score -9053215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9053218.000000 Penalty: 3699.281982
	Iteration 67Q: 3 clusters Score -9053218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9053223.000000 Penalty: 3699.281982
	Iteration 68Q: 3 clusters Score -9053223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9053224.000000 Penalty: 3699.281982
	Iteration 69Q: 3 clusters Score -9053224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9053233.000000 Penalty: 3699.281982
	Iteration 70Q: 3 clusters Score -9053233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9053236.000000 Penalty: 3699.281982
	Iteration 71Q: 3 clusters Score -9053236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9053230.000000 Penalty: 3699.281982
	Iteration 72Q: 3 clusters Score -9053230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9053231.000000 Penalty: 3699.281982
	Iteration 73Q: 3 clusters Score -9053231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9053232.000000 Penalty: 3699.281982
	Iteration 74Q: 3 clusters Score -9053232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9053227.000000 Penalty: 3699.281982
	Iteration 75Q: 3 clusters Score -9053227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9053229.000000 Penalty: 3699.281982
	Iteration 76Q: 3 clusters Score -9053229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9053226.000000 Penalty: 3699.281982
	Iteration 77Q: 3 clusters Score -9053226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9053226.000000 Penalty: 3699.281982
	Iteration 78Q: 3 clusters Score -9053226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9053229.000000 Penalty: 3699.281982
	Iteration 79Q: 3 clusters Score -9053229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86551 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9053232.000000 Penalty: 3699.281982
	Iteration 80F: 3 clusters Score -9053232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9053228.000000 Penalty: 3699.281982
	Iteration 81Q: 3 clusters Score -9053228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9053225.000000 Penalty: 3699.281982
	Iteration 82Q: 3 clusters Score -9053225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9053226.000000 Penalty: 3699.281982
	Iteration 83Q: 3 clusters Score -9053226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9053226.000000 Penalty: 3699.281982
	Iteration 84F: 3 clusters Score -9053226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 33687 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 56279 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 6005 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40342 members 
Mstep: Class 11 contains 82828 members 
Mstep: Class 12 contains 338049 members 
Mstep: Class 14 contains 57998 members 
Mstep: Class 16 contains 3214 members 
Mstep: Class 17 contains 91977 members 
Mstep: Class 20 contains 82005 members 
Mstep: Class 21 contains 87764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145688.000000 Penalty: 33526.671875
Iteration 439Q: 16 clusters Score -9.414569e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 33686 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 56292 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40343 members 
Mstep: Class 11 contains 82717 members 
Mstep: Class 12 contains 338053 members 
Mstep: Class 14 contains 58014 members 
Mstep: Class 16 contains 3221 members 
Mstep: Class 17 contains 92004 members 
Mstep: Class 20 contains 82022 members 
Mstep: Class 21 contains 87809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145704.000000 Penalty: 33526.671875
Iteration 440F: 16 clusters Score -9.41457e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 33684 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 56310 members 
Mstep: Class 6 contains 3374 members 
Mstep: Class 7 contains 5987 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40339 members 
Mstep: Class 11 contains 82618 members 
Mstep: Class 12 contains 338058 members 
Mstep: Class 14 contains 58028 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 92022 members 
Mstep: Class 20 contains 82040 members 
Mstep: Class 21 contains 87841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145712.000000 Penalty: 33526.671875
Iteration 441Q: 16 clusters Score -9.414571e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 33687 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56311 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 5980 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40334 members 
Mstep: Class 11 contains 82537 members 
Mstep: Class 12 contains 338037 members 
Mstep: Class 14 contains 58037 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 92048 members 
Mstep: Class 20 contains 82058 members 
Mstep: Class 21 contains 87878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145848.000000 Penalty: 33526.671875
Iteration 442Q: 16 clusters Score -9.414585e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 33688 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56316 members 
Mstep: Class 6 contains 3375 members 
Mstep: Class 7 contains 5972 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40331 members 
Mstep: Class 11 contains 82453 members 
Mstep: Class 12 contains 338033 members 
Mstep: Class 14 contains 58046 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 92059 members 
Mstep: Class 20 contains 82079 members 
Mstep: Class 21 contains 87918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145800.000000 Penalty: 33526.671875
Iteration 443Q: 16 clusters Score -9.41458e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 33687 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56321 members 
Mstep: Class 6 contains 3375 members 
Mstep: Class 7 contains 5966 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40325 members 
Mstep: Class 11 contains 82380 members 
Mstep: Class 12 contains 338014 members 
Mstep: Class 14 contains 58055 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 92079 members 
Mstep: Class 20 contains 82102 members 
Mstep: Class 21 contains 87952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145672.000000 Penalty: 33526.671875
Iteration 444Q: 16 clusters Score -9.414567e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 33688 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56323 members 
Mstep: Class 6 contains 3375 members 
Mstep: Class 7 contains 5962 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 11 contains 82321 members 
Mstep: Class 12 contains 337984 members 
Mstep: Class 14 contains 58064 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 92097 members 
Mstep: Class 20 contains 82121 members 
Mstep: Class 21 contains 87990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145832.000000 Penalty: 33526.671875
Iteration 445Q: 16 clusters Score -9.414583e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 33687 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56330 members 
Mstep: Class 6 contains 3375 members 
Mstep: Class 7 contains 5956 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 40317 members 
Mstep: Class 11 contains 82250 members 
Mstep: Class 12 contains 337959 members 
Mstep: Class 14 contains 58077 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 92110 members 
Mstep: Class 20 contains 82140 members 
Mstep: Class 21 contains 88020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145856.000000 Penalty: 33526.671875
Iteration 446Q: 16 clusters Score -9.414586e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 33688 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56337 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 5951 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 40311 members 
Mstep: Class 11 contains 82192 members 
Mstep: Class 12 contains 337957 members 
Mstep: Class 14 contains 58080 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 92122 members 
Mstep: Class 20 contains 82158 members 
Mstep: Class 21 contains 88041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145792.000000 Penalty: 33526.671875
Iteration 447Q: 16 clusters Score -9.414579e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 33686 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56341 members 
Mstep: Class 6 contains 3374 members 
Mstep: Class 7 contains 5945 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 40314 members 
Mstep: Class 11 contains 82142 members 
Mstep: Class 12 contains 337943 members 
Mstep: Class 14 contains 58088 members 
Mstep: Class 16 contains 3339 members 
Mstep: Class 17 contains 92139 members 
Mstep: Class 20 contains 82167 members 
Mstep: Class 21 contains 88063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145864.000000 Penalty: 33526.671875
Iteration 448Q: 16 clusters Score -9.414586e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 33686 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56343 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 5942 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 40317 members 
Mstep: Class 11 contains 82101 members 
Mstep: Class 12 contains 337926 members 
Mstep: Class 14 contains 58104 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 92148 members 
Mstep: Class 20 contains 82180 members 
Mstep: Class 21 contains 88079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145960.000000 Penalty: 33526.671875
Iteration 449Q: 16 clusters Score -9.414596e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 33689 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56347 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 5940 members 
Mstep: Class 8 contains 2290 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 11 contains 82068 members 
Mstep: Class 12 contains 337901 members 
Mstep: Class 14 contains 58109 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 92163 members 
Mstep: Class 20 contains 82197 members 
Mstep: Class 21 contains 88100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145888.000000 Penalty: 33526.671875
Iteration 450Q: 16 clusters Score -9.414589e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 33691 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56351 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 7 contains 5936 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 40316 members 
Mstep: Class 11 contains 82020 members 
Mstep: Class 12 contains 337888 members 
Mstep: Class 14 contains 58115 members 
Mstep: Class 16 contains 3357 members 
Mstep: Class 17 contains 92173 members 
Mstep: Class 20 contains 82220 members 
Mstep: Class 21 contains 88120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94145984.000000 Penalty: 33526.671875
Iteration 451Q: 16 clusters Score -9.414598e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 33689 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56353 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 5930 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 40317 members 
Mstep: Class 11 contains 81975 members 
Mstep: Class 12 contains 337870 members 
Mstep: Class 14 contains 58126 members 
Mstep: Class 16 contains 3371 members 
Mstep: Class 17 contains 92184 members 
Mstep: Class 20 contains 82243 members 
Mstep: Class 21 contains 88129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146016.000000 Penalty: 33526.671875
Iteration 452Q: 16 clusters Score -9.414602e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 33682 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56354 members 
Mstep: Class 6 contains 3369 members 
Mstep: Class 7 contains 5926 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 11 contains 81916 members 
Mstep: Class 12 contains 337864 members 
Mstep: Class 14 contains 58134 members 
Mstep: Class 16 contains 3388 members 
Mstep: Class 17 contains 92192 members 
Mstep: Class 20 contains 82264 members 
Mstep: Class 21 contains 88149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146104.000000 Penalty: 33526.671875
Iteration 453Q: 16 clusters Score -9.41461e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 33676 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56358 members 
Mstep: Class 6 contains 3369 members 
Mstep: Class 7 contains 5923 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 40320 members 
Mstep: Class 11 contains 81862 members 
Mstep: Class 12 contains 337844 members 
Mstep: Class 14 contains 58145 members 
Mstep: Class 16 contains 3411 members 
Mstep: Class 17 contains 92199 members 
Mstep: Class 20 contains 82282 members 
Mstep: Class 21 contains 88170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146136.000000 Penalty: 33526.671875
Iteration 454Q: 16 clusters Score -9.414614e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 33675 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56355 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 40322 members 
Mstep: Class 11 contains 81816 members 
Mstep: Class 12 contains 337812 members 
Mstep: Class 14 contains 58159 members 
Mstep: Class 16 contains 3439 members 
Mstep: Class 17 contains 92208 members 
Mstep: Class 20 contains 82301 members 
Mstep: Class 21 contains 88185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146160.000000 Penalty: 33526.671875
Iteration 455Q: 16 clusters Score -9.414616e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 33674 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56350 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 5918 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 40324 members 
Mstep: Class 11 contains 81784 members 
Mstep: Class 12 contains 337779 members 
Mstep: Class 14 contains 58172 members 
Mstep: Class 16 contains 3462 members 
Mstep: Class 17 contains 92222 members 
Mstep: Class 20 contains 82309 members 
Mstep: Class 21 contains 88200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146184.000000 Penalty: 33526.671875
Iteration 456Q: 16 clusters Score -9.414618e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 33674 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56341 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 5917 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 40322 members 
Mstep: Class 11 contains 81750 members 
Mstep: Class 12 contains 337751 members 
Mstep: Class 14 contains 58175 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 92237 members 
Mstep: Class 20 contains 82319 members 
Mstep: Class 21 contains 88210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146064.000000 Penalty: 33526.671875
Iteration 457Q: 16 clusters Score -9.414606e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 33677 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56339 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 5916 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 40320 members 
Mstep: Class 11 contains 81719 members 
Mstep: Class 12 contains 337740 members 
Mstep: Class 14 contains 58177 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 92242 members 
Mstep: Class 20 contains 82323 members 
Mstep: Class 21 contains 88220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146072.000000 Penalty: 33526.671875
Iteration 458Q: 16 clusters Score -9.414607e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 33679 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56338 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 40315 members 
Mstep: Class 11 contains 81686 members 
Mstep: Class 12 contains 337735 members 
Mstep: Class 14 contains 58180 members 
Mstep: Class 16 contains 3545 members 
Mstep: Class 17 contains 92247 members 
Mstep: Class 20 contains 82327 members 
Mstep: Class 21 contains 88231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146176.000000 Penalty: 33526.671875
Iteration 459Q: 16 clusters Score -9.414618e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 33678 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56339 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 7 contains 5911 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40318 members 
Mstep: Class 11 contains 81656 members 
Mstep: Class 12 contains 337726 members 
Mstep: Class 14 contains 58179 members 
Mstep: Class 16 contains 3565 members 
Mstep: Class 17 contains 92260 members 
Mstep: Class 20 contains 82331 members 
Mstep: Class 21 contains 88237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146208.000000 Penalty: 33526.671875
Iteration 460F: 16 clusters Score -9.414621e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 33677 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56341 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 5907 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 11 contains 81629 members 
Mstep: Class 12 contains 337715 members 
Mstep: Class 14 contains 58180 members 
Mstep: Class 16 contains 3585 members 
Mstep: Class 17 contains 92272 members 
Mstep: Class 20 contains 82334 members 
Mstep: Class 21 contains 88244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146072.000000 Penalty: 33526.671875
Iteration 461Q: 16 clusters Score -9.414607e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 33677 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56345 members 
Mstep: Class 6 contains 3353 members 
Mstep: Class 7 contains 5903 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40320 members 
Mstep: Class 11 contains 81596 members 
Mstep: Class 12 contains 337704 members 
Mstep: Class 14 contains 58179 members 
Mstep: Class 16 contains 3609 members 
Mstep: Class 17 contains 92281 members 
Mstep: Class 20 contains 82335 members 
Mstep: Class 21 contains 88251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146192.000000 Penalty: 33526.671875
Iteration 462Q: 16 clusters Score -9.414619e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 33676 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56345 members 
Mstep: Class 6 contains 3354 members 
Mstep: Class 7 contains 5899 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40320 members 
Mstep: Class 11 contains 81574 members 
Mstep: Class 12 contains 337676 members 
Mstep: Class 14 contains 58179 members 
Mstep: Class 16 contains 3645 members 
Mstep: Class 17 contains 92293 members 
Mstep: Class 20 contains 82335 members 
Mstep: Class 21 contains 88259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146112.000000 Penalty: 33526.671875
Iteration 463Q: 16 clusters Score -9.414611e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 33676 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56345 members 
Mstep: Class 6 contains 3355 members 
Mstep: Class 7 contains 5897 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 11 contains 81549 members 
Mstep: Class 12 contains 337648 members 
Mstep: Class 14 contains 58184 members 
Mstep: Class 16 contains 3679 members 
Mstep: Class 17 contains 92301 members 
Mstep: Class 20 contains 82333 members 
Mstep: Class 21 contains 88268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146312.000000 Penalty: 33526.671875
Iteration 464Q: 16 clusters Score -9.414631e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 33678 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56343 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 5895 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40315 members 
Mstep: Class 11 contains 81526 members 
Mstep: Class 12 contains 337618 members 
Mstep: Class 14 contains 58181 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 92307 members 
Mstep: Class 20 contains 82334 members 
Mstep: Class 21 contains 88278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146336.000000 Penalty: 33526.671875
Iteration 465Q: 16 clusters Score -9.414634e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 33675 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56341 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 5893 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40314 members 
Mstep: Class 11 contains 81498 members 
Mstep: Class 12 contains 337593 members 
Mstep: Class 14 contains 58177 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 92322 members 
Mstep: Class 20 contains 82333 members 
Mstep: Class 21 contains 88294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146400.000000 Penalty: 33526.671875
Iteration 466Q: 16 clusters Score -9.41464e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 33676 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56342 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 11 contains 81467 members 
Mstep: Class 12 contains 337561 members 
Mstep: Class 14 contains 58172 members 
Mstep: Class 16 contains 3781 members 
Mstep: Class 17 contains 92340 members 
Mstep: Class 20 contains 82332 members 
Mstep: Class 21 contains 88308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146392.000000 Penalty: 33526.671875
Iteration 467Q: 16 clusters Score -9.414639e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 33674 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56339 members 
Mstep: Class 6 contains 3353 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40324 members 
Mstep: Class 11 contains 81443 members 
Mstep: Class 12 contains 337536 members 
Mstep: Class 14 contains 58170 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 92365 members 
Mstep: Class 20 contains 82329 members 
Mstep: Class 21 contains 88312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146488.000000 Penalty: 33526.671875
Iteration 468Q: 16 clusters Score -9.414649e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 33677 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56338 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40327 members 
Mstep: Class 11 contains 81420 members 
Mstep: Class 12 contains 337513 members 
Mstep: Class 14 contains 58161 members 
Mstep: Class 16 contains 3841 members 
Mstep: Class 17 contains 92381 members 
Mstep: Class 20 contains 82330 members 
Mstep: Class 21 contains 88314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146528.000000 Penalty: 33526.671875
Iteration 469Q: 16 clusters Score -9.414653e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 33679 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 56338 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 40324 members 
Mstep: Class 11 contains 81402 members 
Mstep: Class 12 contains 337474 members 
Mstep: Class 14 contains 58164 members 
Mstep: Class 16 contains 3870 members 
Mstep: Class 17 contains 92399 members 
Mstep: Class 20 contains 82332 members 
Mstep: Class 21 contains 88319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146504.000000 Penalty: 33526.671875
Iteration 470Q: 16 clusters Score -9.41465e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 33680 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 56338 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 40320 members 
Mstep: Class 11 contains 81388 members 
Mstep: Class 12 contains 337446 members 
Mstep: Class 14 contains 58160 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 92415 members 
Mstep: Class 20 contains 82331 members 
Mstep: Class 21 contains 88327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146552.000000 Penalty: 33526.671875
Iteration 471Q: 16 clusters Score -9.414655e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 33682 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 56339 members 
Mstep: Class 6 contains 3351 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40314 members 
Mstep: Class 11 contains 81374 members 
Mstep: Class 12 contains 337416 members 
Mstep: Class 14 contains 58158 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 92431 members 
Mstep: Class 20 contains 82322 members 
Mstep: Class 21 contains 88337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146680.000000 Penalty: 33526.671875
Iteration 472Q: 16 clusters Score -9.414668e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 33681 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 56332 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40311 members 
Mstep: Class 11 contains 81357 members 
Mstep: Class 12 contains 337388 members 
Mstep: Class 14 contains 58152 members 
Mstep: Class 16 contains 3976 members 
Mstep: Class 17 contains 92446 members 
Mstep: Class 20 contains 82318 members 
Mstep: Class 21 contains 88347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146704.000000 Penalty: 33526.671875
Iteration 473Q: 16 clusters Score -9.41467e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 33677 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 56330 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40312 members 
Mstep: Class 11 contains 81341 members 
Mstep: Class 12 contains 337360 members 
Mstep: Class 14 contains 58151 members 
Mstep: Class 16 contains 4013 members 
Mstep: Class 17 contains 92457 members 
Mstep: Class 20 contains 82316 members 
Mstep: Class 21 contains 88354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146800.000000 Penalty: 33526.671875
Iteration 474Q: 16 clusters Score -9.41468e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 33677 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 56330 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40308 members 
Mstep: Class 11 contains 81320 members 
Mstep: Class 12 contains 337343 members 
Mstep: Class 14 contains 58146 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 92468 members 
Mstep: Class 20 contains 82325 members 
Mstep: Class 21 contains 88366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146736.000000 Penalty: 33526.671875
Iteration 475Q: 16 clusters Score -9.414674e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 33680 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56325 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40308 members 
Mstep: Class 11 contains 81299 members 
Mstep: Class 12 contains 337332 members 
Mstep: Class 14 contains 58142 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 92473 members 
Mstep: Class 20 contains 82328 members 
Mstep: Class 21 contains 88370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146816.000000 Penalty: 33526.671875
Iteration 476Q: 16 clusters Score -9.414682e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 33681 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56317 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40308 members 
Mstep: Class 11 contains 81270 members 
Mstep: Class 12 contains 337334 members 
Mstep: Class 14 contains 58130 members 
Mstep: Class 16 contains 4085 members 
Mstep: Class 17 contains 92478 members 
Mstep: Class 20 contains 82336 members 
Mstep: Class 21 contains 88374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146672.000000 Penalty: 33526.671875
Iteration 477Q: 16 clusters Score -9.414667e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 33685 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56316 members 
Mstep: Class 6 contains 3337 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40305 members 
Mstep: Class 11 contains 81244 members 
Mstep: Class 12 contains 337336 members 
Mstep: Class 14 contains 58116 members 
Mstep: Class 16 contains 4109 members 
Mstep: Class 17 contains 92483 members 
Mstep: Class 20 contains 82337 members 
Mstep: Class 21 contains 88382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146712.000000 Penalty: 33526.671875
Iteration 478Q: 16 clusters Score -9.414671e+07 nChanged 115
Entering ConstructFrom: 
Score: -94146712.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (53031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Entering Unmasked Estep 
Score: -5253782.500000 Penalty: 1767.777588
	Iteration 0F: 2 clusters Score -5253782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -5218360.500000 Penalty: 3535.555176
	Iteration 0F: 3 clusters Score -5218360 nChanged 24803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -5232322.000000 Penalty: 3535.555176
	Iteration 1F: 3 clusters Score -5232322 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -5232773.500000 Penalty: 3535.555176
	Iteration 2Q: 3 clusters Score -5232774 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -5233310.000000 Penalty: 3535.555176
	Iteration 3Q: 3 clusters Score -5233310 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -5233948.000000 Penalty: 3535.555176
	Iteration 4Q: 3 clusters Score -5233948 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -5234742.500000 Penalty: 3535.555176
	Iteration 5Q: 3 clusters Score -5234742 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -5235799.500000 Penalty: 3535.555176
	Iteration 6Q: 3 clusters Score -5235800 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -5237311.000000 Penalty: 3535.555176
	Iteration 7Q: 3 clusters Score -5237311 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -5238845.500000 Penalty: 3535.555176
	Iteration 8F: 3 clusters Score -5238846 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -5240273.000000 Penalty: 3535.555176
	Iteration 9F: 3 clusters Score -5240273 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -5241351.500000 Penalty: 3535.555176
	Iteration 10Q: 3 clusters Score -5241352 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -5242105.000000 Penalty: 3535.555176
	Iteration 11Q: 3 clusters Score -5242105 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5242598.500000 Penalty: 3535.555176
	Iteration 12Q: 3 clusters Score -5242598 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5242950.000000 Penalty: 3535.555176
	Iteration 13Q: 3 clusters Score -5242950 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -5243191.500000 Penalty: 3535.555176
	Iteration 14Q: 3 clusters Score -5243192 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -5243459.000000 Penalty: 3535.555176
	Iteration 15Q: 3 clusters Score -5243459 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5243657.000000 Penalty: 3535.555176
	Iteration 16Q: 3 clusters Score -5243657 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -5243909.000000 Penalty: 3535.555176
	Iteration 17Q: 3 clusters Score -5243909 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5244223.500000 Penalty: 3535.555176
	Iteration 18Q: 3 clusters Score -5244224 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -5244571.000000 Penalty: 3535.555176
	Iteration 19Q: 3 clusters Score -5244571 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -5244969.500000 Penalty: 3535.555176
	Iteration 20F: 3 clusters Score -5244970 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -5245434.500000 Penalty: 3535.555176
	Iteration 21Q: 3 clusters Score -5245434 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -5245933.000000 Penalty: 3535.555176
	Iteration 22Q: 3 clusters Score -5245933 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -5246590.000000 Penalty: 3535.555176
	Iteration 23Q: 3 clusters Score -5246590 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -5247213.500000 Penalty: 3535.555176
	Iteration 24Q: 3 clusters Score -5247214 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -5247838.000000 Penalty: 3535.555176
	Iteration 25Q: 3 clusters Score -5247838 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -5248479.500000 Penalty: 3535.555176
	Iteration 26Q: 3 clusters Score -5248480 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -5249098.500000 Penalty: 3535.555176
	Iteration 27Q: 3 clusters Score -5249098 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -5249688.500000 Penalty: 3535.555176
	Iteration 28Q: 3 clusters Score -5249688 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5250194.500000 Penalty: 3535.555176
	Iteration 29Q: 3 clusters Score -5250194 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5250674.000000 Penalty: 3535.555176
	Iteration 30Q: 3 clusters Score -5250674 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5251073.000000 Penalty: 3535.555176
	Iteration 31Q: 3 clusters Score -5251073 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5251338.500000 Penalty: 3535.555176
	Iteration 32Q: 3 clusters Score -5251338 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5251551.500000 Penalty: 3535.555176
	Iteration 33Q: 3 clusters Score -5251552 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5251717.000000 Penalty: 3535.555176
	Iteration 34Q: 3 clusters Score -5251717 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5251856.500000 Penalty: 3535.555176
	Iteration 35Q: 3 clusters Score -5251856 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5251973.000000 Penalty: 3535.555176
	Iteration 36Q: 3 clusters Score -5251973 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5252047.500000 Penalty: 3535.555176
	Iteration 37Q: 3 clusters Score -5252048 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5252107.000000 Penalty: 3535.555176
	Iteration 38Q: 3 clusters Score -5252107 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5252150.500000 Penalty: 3535.555176
	Iteration 39Q: 3 clusters Score -5252150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5252188.000000 Penalty: 3535.555176
	Iteration 40F: 3 clusters Score -5252188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5252206.000000 Penalty: 3535.555176
	Iteration 41Q: 3 clusters Score -5252206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5252216.500000 Penalty: 3535.555176
	Iteration 42Q: 3 clusters Score -5252216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5252233.500000 Penalty: 3535.555176
	Iteration 43Q: 3 clusters Score -5252234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5252259.000000 Penalty: 3535.555176
	Iteration 44Q: 3 clusters Score -5252259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5252278.500000 Penalty: 3535.555176
	Iteration 45Q: 3 clusters Score -5252278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5252291.000000 Penalty: 3535.555176
	Iteration 46Q: 3 clusters Score -5252291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5252289.500000 Penalty: 3535.555176
	Iteration 47Q: 3 clusters Score -5252290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5252297.000000 Penalty: 3535.555176
	Iteration 48Q: 3 clusters Score -5252297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5252303.000000 Penalty: 3535.555176
	Iteration 49Q: 3 clusters Score -5252303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5252309.000000 Penalty: 3535.555176
	Iteration 50Q: 3 clusters Score -5252309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5252313.000000 Penalty: 3535.555176
	Iteration 51Q: 3 clusters Score -5252313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5252307.500000 Penalty: 3535.555176
	Iteration 52Q: 3 clusters Score -5252308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5252316.500000 Penalty: 3535.555176
	Iteration 53Q: 3 clusters Score -5252316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5252314.500000 Penalty: 3535.555176
	Iteration 54Q: 3 clusters Score -5252314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5252316.500000 Penalty: 3535.555176
	Iteration 55Q: 3 clusters Score -5252316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5252316.500000 Penalty: 3535.555176
	Iteration 56F: 3 clusters Score -5252316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Entering Unmasked Estep 
Score: -3469845.500000 Penalty: 1694.036133
	Iteration 0F: 2 clusters Score -3469846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3447265.250000 Penalty: 3388.072266
	Iteration 0F: 3 clusters Score -3447265 nChanged 15607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3455957.500000 Penalty: 3388.072266
	Iteration 1F: 3 clusters Score -3455958 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3456487.000000 Penalty: 3388.072266
	Iteration 2Q: 3 clusters Score -3456487 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3457211.000000 Penalty: 3388.072266
	Iteration 3Q: 3 clusters Score -3457211 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3458271.000000 Penalty: 3388.072266
	Iteration 4F: 3 clusters Score -3458271 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3459858.500000 Penalty: 3388.072266
	Iteration 5F: 3 clusters Score -3459858 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3462029.750000 Penalty: 3388.072266
	Iteration 6F: 3 clusters Score -3462030 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3464396.500000 Penalty: 3388.072266
	Iteration 7F: 3 clusters Score -3464396 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3466221.750000 Penalty: 3388.072266
	Iteration 8F: 3 clusters Score -3466222 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3467389.750000 Penalty: 3388.072266
	Iteration 9Q: 3 clusters Score -3467390 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3467938.500000 Penalty: 3388.072266
	Iteration 10Q: 3 clusters Score -3467938 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3468139.000000 Penalty: 3388.072266
	Iteration 11Q: 3 clusters Score -3468139 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3468259.250000 Penalty: 3388.072266
	Iteration 12Q: 3 clusters Score -3468259 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3468318.750000 Penalty: 3388.072266
	Iteration 13Q: 3 clusters Score -3468319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3468365.750000 Penalty: 3388.072266
	Iteration 14Q: 3 clusters Score -3468366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3468376.750000 Penalty: 3388.072266
	Iteration 15Q: 3 clusters Score -3468377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3468385.250000 Penalty: 3388.072266
	Iteration 16Q: 3 clusters Score -3468385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3468393.750000 Penalty: 3388.072266
	Iteration 17Q: 3 clusters Score -3468394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3468400.750000 Penalty: 3388.072266
	Iteration 18Q: 3 clusters Score -3468401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3468400.000000 Penalty: 3388.072266
	Iteration 19Q: 3 clusters Score -3468400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3468402.500000 Penalty: 3388.072266
	Iteration 20F: 3 clusters Score -3468402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3468401.250000 Penalty: 3388.072266
	Iteration 21Q: 3 clusters Score -3468401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3468401.250000 Penalty: 3388.072266
	Iteration 22F: 3 clusters Score -3468401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -190322.171875 Penalty: 1231.448608
	Iteration 0F: 2 clusters Score -190322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -188272.656250 Penalty: 2462.897217
	Iteration 0F: 3 clusters Score -188272.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -188706.437500 Penalty: 2462.897217
	Iteration 1F: 3 clusters Score -188706.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -188810.468750 Penalty: 2462.897217
	Iteration 2F: 3 clusters Score -188810.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -188891.281250 Penalty: 2462.897217
	Iteration 3F: 3 clusters Score -188891.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -188938.031250 Penalty: 2462.897217
	Iteration 4Q: 3 clusters Score -188938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -188964.328125 Penalty: 2462.897217
	Iteration 5Q: 3 clusters Score -188964.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188980.734375 Penalty: 2462.897217
	Iteration 6Q: 3 clusters Score -188980.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -188995.968750 Penalty: 2462.897217
	Iteration 7Q: 3 clusters Score -188996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -189004.796875 Penalty: 2462.897217
	Iteration 8Q: 3 clusters Score -189004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -189008.484375 Penalty: 2462.897217
	Iteration 9Q: 3 clusters Score -189008.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189014.250000 Penalty: 2462.897217
	Iteration 10Q: 3 clusters Score -189014.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -189018.937500 Penalty: 2462.897217
	Iteration 11Q: 3 clusters Score -189018.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -189022.578125 Penalty: 2462.897217
	Iteration 12Q: 3 clusters Score -189022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -189025.406250 Penalty: 2462.897217
	Iteration 13Q: 3 clusters Score -189025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -189025.828125 Penalty: 2462.897217
	Iteration 14Q: 3 clusters Score -189025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -189025.812500 Penalty: 2462.897217
	Iteration 15Q: 3 clusters Score -189025.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -189025.812500 Penalty: 2462.897217
	Iteration 16F: 3 clusters Score -189025.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Entering Unmasked Estep 
Score: -5785410.000000 Penalty: 1777.535645
	Iteration 0F: 2 clusters Score -5785410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -5747560.500000 Penalty: 3555.071289
	Iteration 0F: 3 clusters Score -5747560 nChanged 26707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -5762842.000000 Penalty: 3555.071289
	Iteration 1F: 3 clusters Score -5762842 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -5763548.000000 Penalty: 3555.071289
	Iteration 2Q: 3 clusters Score -5763548 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -5764544.500000 Penalty: 3555.071289
	Iteration 3Q: 3 clusters Score -5764544 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -5765817.000000 Penalty: 3555.071289
	Iteration 4Q: 3 clusters Score -5765817 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5767411.000000 Penalty: 3555.071289
	Iteration 5F: 3 clusters Score -5767411 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -5769475.500000 Penalty: 3555.071289
	Iteration 6F: 3 clusters Score -5769476 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5771897.500000 Penalty: 3555.071289
	Iteration 7F: 3 clusters Score -5771898 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -5774415.500000 Penalty: 3555.071289
	Iteration 8F: 3 clusters Score -5774416 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -5776266.000000 Penalty: 3555.071289
	Iteration 9F: 3 clusters Score -5776266 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -5777292.500000 Penalty: 3555.071289
	Iteration 10Q: 3 clusters Score -5777292 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -5777727.000000 Penalty: 3555.071289
	Iteration 11Q: 3 clusters Score -5777727 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -5777949.000000 Penalty: 3555.071289
	Iteration 12Q: 3 clusters Score -5777949 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -5778094.500000 Penalty: 3555.071289
	Iteration 13Q: 3 clusters Score -5778094 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5778190.500000 Penalty: 3555.071289
	Iteration 14Q: 3 clusters Score -5778190 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -5778301.500000 Penalty: 3555.071289
	Iteration 15Q: 3 clusters Score -5778302 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -5778359.000000 Penalty: 3555.071289
	Iteration 16Q: 3 clusters Score -5778359 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -5778422.500000 Penalty: 3555.071289
	Iteration 17Q: 3 clusters Score -5778422 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5778497.000000 Penalty: 3555.071289
	Iteration 18Q: 3 clusters Score -5778497 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -5778549.500000 Penalty: 3555.071289
	Iteration 19Q: 3 clusters Score -5778550 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -5778605.500000 Penalty: 3555.071289
	Iteration 20F: 3 clusters Score -5778606 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -5778660.500000 Penalty: 3555.071289
	Iteration 21Q: 3 clusters Score -5778660 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5778708.500000 Penalty: 3555.071289
	Iteration 22Q: 3 clusters Score -5778708 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -5778743.000000 Penalty: 3555.071289
	Iteration 23Q: 3 clusters Score -5778743 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5778762 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5778809.000000 Penalty: 3555.071289
	Iteration 25Q: 3 clusters Score -5778809 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5778835.500000 Penalty: 3555.071289
	Iteration 26Q: 3 clusters Score -5778836 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -5778865.500000 Penalty: 3555.071289
	Iteration 27Q: 3 clusters Score -5778866 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5778914 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5778946.500000 Penalty: 3555.071289
	Iteration 29Q: 3 clusters Score -5778946 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5779007.500000 Penalty: 3555.071289
	Iteration 30Q: 3 clusters Score -5779008 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -5779039.500000 Penalty: 3555.071289
	Iteration 31Q: 3 clusters Score -5779040 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -5779081.500000 Penalty: 3555.071289
	Iteration 32Q: 3 clusters Score -5779082 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5779117.000000 Penalty: 3555.071289
	Iteration 33Q: 3 clusters Score -5779117 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -5779173.000000 Penalty: 3555.071289
	Iteration 34Q: 3 clusters Score -5779173 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -5779209.500000 Penalty: 3555.071289
	Iteration 35Q: 3 clusters Score -5779210 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -5779234.000000 Penalty: 3555.071289
	Iteration 36Q: 3 clusters Score -5779234 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -5779297.500000 Penalty: 3555.071289
	Iteration 37Q: 3 clusters Score -5779298 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -5779335.000000 Penalty: 3555.071289
	Iteration 38Q: 3 clusters Score -5779335 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5779362.000000 Penalty: 3555.071289
	Iteration 39Q: 3 clusters Score -5779362 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5779404.000000 Penalty: 3555.071289
	Iteration 40F: 3 clusters Score -5779404 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -5779442.500000 Penalty: 3555.071289
	Iteration 41Q: 3 clusters Score -5779442 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -5779496.000000 Penalty: 3555.071289
	Iteration 42Q: 3 clusters Score -5779496 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -5779535.000000 Penalty: 3555.071289
	Iteration 43Q: 3 clusters Score -5779535 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -5779585.500000 Penalty: 3555.071289
	Iteration 44Q: 3 clusters Score -5779586 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5779620.500000 Penalty: 3555.071289
	Iteration 45Q: 3 clusters Score -5779620 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -5779711.000000 Penalty: 3555.071289
	Iteration 46Q: 3 clusters Score -5779711 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -5779762.500000 Penalty: 3555.071289
	Iteration 47Q: 3 clusters Score -5779762 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5779805.000000 Penalty: 3555.071289
	Iteration 48Q: 3 clusters Score -5779805 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -5779880.500000 Penalty: 3555.071289
	Iteration 49Q: 3 clusters Score -5779880 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5779949.000000 Penalty: 3555.071289
	Iteration 50Q: 3 clusters Score -5779949 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -5780028.000000 Penalty: 3555.071289
	Iteration 51Q: 3 clusters Score -5780028 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -5780096.500000 Penalty: 3555.071289
	Iteration 52Q: 3 clusters Score -5780096 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -5780237.000000 Penalty: 3555.071289
	Iteration 53Q: 3 clusters Score -5780237 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5780365.000000 Penalty: 3555.071289
	Iteration 54Q: 3 clusters Score -5780365 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -5780440.000000 Penalty: 3555.071289
	Iteration 55Q: 3 clusters Score -5780440 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -5780576.000000 Penalty: 3555.071289
	Iteration 56Q: 3 clusters Score -5780576 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -5780619.500000 Penalty: 3555.071289
	Iteration 57Q: 3 clusters Score -5780620 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -5780704.000000 Penalty: 3555.071289
	Iteration 58Q: 3 clusters Score -5780704 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -5780787.500000 Penalty: 3555.071289
	Iteration 59Q: 3 clusters Score -5780788 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -5780862.000000 Penalty: 3555.071289
	Iteration 60F: 3 clusters Score -5780862 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -5780892.500000 Penalty: 3555.071289
	Iteration 61Q: 3 clusters Score -5780892 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -5781002.000000 Penalty: 3555.071289
	Iteration 62Q: 3 clusters Score -5781002 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -5781132.000000 Penalty: 3555.071289
	Iteration 63Q: 3 clusters Score -5781132 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -5781259.000000 Penalty: 3555.071289
	Iteration 64Q: 3 clusters Score -5781259 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -5781362.500000 Penalty: 3555.071289
	Iteration 65Q: 3 clusters Score -5781362 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -5781457.500000 Penalty: 3555.071289
	Iteration 66Q: 3 clusters Score -5781458 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -5781554.000000 Penalty: 3555.071289
	Iteration 67Q: 3 clusters Score -5781554 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -5781678.000000 Penalty: 3555.071289
	Iteration 68Q: 3 clusters Score -5781678 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -5781810.000000 Penalty: 3555.071289
	Iteration 69Q: 3 clusters Score -5781810 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -5781953.000000 Penalty: 3555.071289
	Iteration 70Q: 3 clusters Score -5781953 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -5782112.500000 Penalty: 3555.071289
	Iteration 71Q: 3 clusters Score -5782112 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -5782277.000000 Penalty: 3555.071289
	Iteration 72Q: 3 clusters Score -5782277 nChanged 501
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -5782427.500000 Penalty: 3555.071289
	Iteration 73Q: 3 clusters Score -5782428 nChanged 446
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Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -5782543.000000 Penalty: 3555.071289
	Iteration 74Q: 3 clusters Score -5782543 nChanged 433
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -5782654.500000 Penalty: 3555.071289
	Iteration 75Q: 3 clusters Score -5782654 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -5782794.000000 Penalty: 3555.071289
	Iteration 76Q: 3 clusters Score -5782794 nChanged 399
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5782935 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -5783028.500000 Penalty: 3555.071289
	Iteration 78Q: 3 clusters Score -5783028 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -5783132.500000 Penalty: 3555.071289
	Iteration 79Q: 3 clusters Score -5783132 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5783234.500000 Penalty: 3555.071289
	Iteration 80F: 3 clusters Score -5783234 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5783310.000000 Penalty: 3555.071289
	Iteration 81Q: 3 clusters Score -5783310 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -5783398.000000 Penalty: 3555.071289
	Iteration 82Q: 3 clusters Score -5783398 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5783471.500000 Penalty: 3555.071289
	Iteration 83Q: 3 clusters Score -5783472 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5783545.500000 Penalty: 3555.071289
	Iteration 84Q: 3 clusters Score -5783546 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5783616.000000 Penalty: 3555.071289
	Iteration 85Q: 3 clusters Score -5783616 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5783663.000000 Penalty: 3555.071289
	Iteration 86Q: 3 clusters Score -5783663 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5783705.000000 Penalty: 3555.071289
	Iteration 87Q: 3 clusters Score -5783705 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5783749.500000 Penalty: 3555.071289
	Iteration 88Q: 3 clusters Score -5783750 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5783782.500000 Penalty: 3555.071289
	Iteration 89Q: 3 clusters Score -5783782 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5783807.000000 Penalty: 3555.071289
	Iteration 90Q: 3 clusters Score -5783807 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5783837.000000 Penalty: 3555.071289
	Iteration 91Q: 3 clusters Score -5783837 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5783871 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5783897.000000 Penalty: 3555.071289
	Iteration 93Q: 3 clusters Score -5783897 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5783922.000000 Penalty: 3555.071289
	Iteration 94Q: 3 clusters Score -5783922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5783939.000000 Penalty: 3555.071289
	Iteration 95Q: 3 clusters Score -5783939 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5783962.000000 Penalty: 3555.071289
	Iteration 96Q: 3 clusters Score -5783962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5783988.500000 Penalty: 3555.071289
	Iteration 97Q: 3 clusters Score -5783988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5784000.500000 Penalty: 3555.071289
	Iteration 98Q: 3 clusters Score -5784000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5784026.500000 Penalty: 3555.071289
	Iteration 99Q: 3 clusters Score -5784026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5784036.000000 Penalty: 3555.071289
	Iteration 100F: 3 clusters Score -5784036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5784057.500000 Penalty: 3555.071289
	Iteration 101Q: 3 clusters Score -5784058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5784073.500000 Penalty: 3555.071289
	Iteration 102Q: 3 clusters Score -5784074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5784082.000000 Penalty: 3555.071289
	Iteration 103Q: 3 clusters Score -5784082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5784122.500000 Penalty: 3555.071289
	Iteration 104Q: 3 clusters Score -5784122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5784139.000000 Penalty: 3555.071289
	Iteration 105Q: 3 clusters Score -5784139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5784161.500000 Penalty: 3555.071289
	Iteration 106Q: 3 clusters Score -5784162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5784187.000000 Penalty: 3555.071289
	Iteration 107Q: 3 clusters Score -5784187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5784202.000000 Penalty: 3555.071289
	Iteration 108Q: 3 clusters Score -5784202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5784213.000000 Penalty: 3555.071289
	Iteration 109Q: 3 clusters Score -5784213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5784215.500000 Penalty: 3555.071289
	Iteration 110Q: 3 clusters Score -5784216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5784231.500000 Penalty: 3555.071289
	Iteration 111Q: 3 clusters Score -5784232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5784237.000000 Penalty: 3555.071289
	Iteration 112Q: 3 clusters Score -5784237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5784251.000000 Penalty: 3555.071289
	Iteration 113Q: 3 clusters Score -5784251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5784246.500000 Penalty: 3555.071289
	Iteration 114Q: 3 clusters Score -5784246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5784265.500000 Penalty: 3555.071289
	Iteration 115Q: 3 clusters Score -5784266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5784279.500000 Penalty: 3555.071289
	Iteration 116Q: 3 clusters Score -5784280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5784278.000000 Penalty: 3555.071289
	Iteration 117Q: 3 clusters Score -5784278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5784287.000000 Penalty: 3555.071289
	Iteration 118Q: 3 clusters Score -5784287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5784295.500000 Penalty: 3555.071289
	Iteration 119Q: 3 clusters Score -5784296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5784297.000000 Penalty: 3555.071289
	Iteration 120F: 3 clusters Score -5784297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5784304.000000 Penalty: 3555.071289
	Iteration 121Q: 3 clusters Score -5784304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5784319.500000 Penalty: 3555.071289
	Iteration 122Q: 3 clusters Score -5784320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5784325.500000 Penalty: 3555.071289
	Iteration 123Q: 3 clusters Score -5784326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5784320.500000 Penalty: 3555.071289
	Iteration 124Q: 3 clusters Score -5784320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5784320.500000 Penalty: 3555.071289
	Iteration 125F: 3 clusters Score -5784320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -317082.343750 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -317082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -314160.218750 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -314160.2 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -314893.343750 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -314893.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -315043.250000 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -315043.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -315168.281250 Penalty: 2636.766113
	Iteration 3F: 3 clusters Score -315168.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -315284.062500 Penalty: 2636.766113
	Iteration 4Q: 3 clusters Score -315284.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -315427.125000 Penalty: 2636.766113
	Iteration 5Q: 3 clusters Score -315427.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -315601.843750 Penalty: 2636.766113
	Iteration 6F: 3 clusters Score -315601.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -315803.406250 Penalty: 2636.766113
	Iteration 7F: 3 clusters Score -315803.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -315938.437500 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -315938.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -316077.343750 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -316077.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -316243.875000 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -316243.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -316417.125000 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -316417.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -316573.031250 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -316573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -316678.406250 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -316678.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -316727.687500 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -316727.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -316752.781250 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -316752.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -316772.781250 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -316772.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -316780.468750 Penalty: 2636.766113
	Iteration 17Q: 3 clusters Score -316780.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -316788.656250 Penalty: 2636.766113
	Iteration 18Q: 3 clusters Score -316788.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -316794.093750 Penalty: 2636.766113
	Iteration 19Q: 3 clusters Score -316794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -316797.625000 Penalty: 2636.766113
	Iteration 20F: 3 clusters Score -316797.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -316798.437500 Penalty: 2636.766113
	Iteration 21Q: 3 clusters Score -316798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -316799.187500 Penalty: 2636.766113
	Iteration 22Q: 3 clusters Score -316799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -316799.187500 Penalty: 2636.766113
	Iteration 23F: 3 clusters Score -316799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Entering Unmasked Estep 
Score: -564357.562500 Penalty: 1410.691895
	Iteration 0F: 2 clusters Score -564357.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -559821.375000 Penalty: 2821.383789
	Iteration 0F: 3 clusters Score -559821.4 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -561347.375000 Penalty: 2821.383789
	Iteration 1F: 3 clusters Score -561347.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -561703.437500 Penalty: 2821.383789
	Iteration 2F: 3 clusters Score -561703.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -562039.750000 Penalty: 2821.383789
	Iteration 3F: 3 clusters Score -562039.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -562311.875000 Penalty: 2821.383789
	Iteration 4F: 3 clusters Score -562311.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -562532.812500 Penalty: 2821.383789
	Iteration 5F: 3 clusters Score -562532.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -562731.812500 Penalty: 2821.383789
	Iteration 6F: 3 clusters Score -562731.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -562910.625000 Penalty: 2821.383789
	Iteration 7Q: 3 clusters Score -562910.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -563074.625000 Penalty: 2821.383789
	Iteration 8Q: 3 clusters Score -563074.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -563215.500000 Penalty: 2821.383789
	Iteration 9Q: 3 clusters Score -563215.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -563335.687500 Penalty: 2821.383789
	Iteration 10Q: 3 clusters Score -563335.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -563460.875000 Penalty: 2821.383789
	Iteration 11Q: 3 clusters Score -563460.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -563571.312500 Penalty: 2821.383789
	Iteration 12Q: 3 clusters Score -563571.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -563683.375000 Penalty: 2821.383789
	Iteration 13Q: 3 clusters Score -563683.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -563793.812500 Penalty: 2821.383789
	Iteration 14Q: 3 clusters Score -563793.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -563894.000000 Penalty: 2821.383789
	Iteration 15Q: 3 clusters Score -563894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -563966.375000 Penalty: 2821.383789
	Iteration 16Q: 3 clusters Score -563966.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -564019.187500 Penalty: 2821.383789
	Iteration 17Q: 3 clusters Score -564019.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -564055.625000 Penalty: 2821.383789
	Iteration 18Q: 3 clusters Score -564055.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -564089.562500 Penalty: 2821.383789
	Iteration 19Q: 3 clusters Score -564089.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -564115.250000 Penalty: 2821.383789
	Iteration 20F: 3 clusters Score -564115.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -564141.937500 Penalty: 2821.383789
	Iteration 21Q: 3 clusters Score -564141.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -564157.125000 Penalty: 2821.383789
	Iteration 22Q: 3 clusters Score -564157.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -564163.437500 Penalty: 2821.383789
	Iteration 23Q: 3 clusters Score -564163.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -564170.125000 Penalty: 2821.383789
	Iteration 24Q: 3 clusters Score -564170.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -564175.875000 Penalty: 2821.383789
	Iteration 25Q: 3 clusters Score -564175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -564179.437500 Penalty: 2821.383789
	Iteration 26Q: 3 clusters Score -564179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -564181.312500 Penalty: 2821.383789
	Iteration 27Q: 3 clusters Score -564181.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -564184.437500 Penalty: 2821.383789
	Iteration 28Q: 3 clusters Score -564184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -564186.437500 Penalty: 2821.383789
	Iteration 29Q: 3 clusters Score -564186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -564187.750000 Penalty: 2821.383789
	Iteration 30Q: 3 clusters Score -564187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -564189.187500 Penalty: 2821.383789
	Iteration 31Q: 3 clusters Score -564189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -564189.812500 Penalty: 2821.383789
	Iteration 32Q: 3 clusters Score -564189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -564190.750000 Penalty: 2821.383789
	Iteration 33Q: 3 clusters Score -564190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -564192.750000 Penalty: 2821.383789
	Iteration 34Q: 3 clusters Score -564192.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -564194.062500 Penalty: 2821.383789
	Iteration 35Q: 3 clusters Score -564194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -564194.875000 Penalty: 2821.383789
	Iteration 36Q: 3 clusters Score -564194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -564195.687500 Penalty: 2821.383789
	Iteration 37Q: 3 clusters Score -564195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -564195.687500 Penalty: 2821.383789
	Iteration 38F: 3 clusters Score -564195.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -232777.953125 Penalty: 1256.865845
	Iteration 0F: 2 clusters Score -232778 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 1110 members 
Entering Unmasked Estep 
Score: -230466.562500 Penalty: 2513.731689
	Iteration 0F: 3 clusters Score -230466.6 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -230995.765625 Penalty: 2513.731689
	Iteration 1F: 3 clusters Score -230995.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -231100.781250 Penalty: 2513.731689
	Iteration 2F: 3 clusters Score -231100.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231151.171875 Penalty: 2513.731689
	Iteration 3Q: 3 clusters Score -231151.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -231185.359375 Penalty: 2513.731689
	Iteration 4Q: 3 clusters Score -231185.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -231214.812500 Penalty: 2513.731689
	Iteration 5Q: 3 clusters Score -231214.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231236.812500 Penalty: 2513.731689
	Iteration 6Q: 3 clusters Score -231236.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -231255.484375 Penalty: 2513.731689
	Iteration 7Q: 3 clusters Score -231255.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -231268.015625 Penalty: 2513.731689
	Iteration 8Q: 3 clusters Score -231268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -231276.875000 Penalty: 2513.731689
	Iteration 9Q: 3 clusters Score -231276.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -231281.640625 Penalty: 2513.731689
	Iteration 10Q: 3 clusters Score -231281.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -231289.421875 Penalty: 2513.731689
	Iteration 11Q: 3 clusters Score -231289.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -231296.859375 Penalty: 2513.731689
	Iteration 12Q: 3 clusters Score -231296.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -231300.765625 Penalty: 2513.731689
	Iteration 13Q: 3 clusters Score -231300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -231306.453125 Penalty: 2513.731689
	Iteration 14Q: 3 clusters Score -231306.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231310.937500 Penalty: 2513.731689
	Iteration 15Q: 3 clusters Score -231310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231315.078125 Penalty: 2513.731689
	Iteration 16Q: 3 clusters Score -231315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -231317.937500 Penalty: 2513.731689
	Iteration 17Q: 3 clusters Score -231317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -231318.640625 Penalty: 2513.731689
	Iteration 18Q: 3 clusters Score -231318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -231319.734375 Penalty: 2513.731689
	Iteration 19Q: 3 clusters Score -231319.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -231321.218750 Penalty: 2513.731689
	Iteration 20F: 3 clusters Score -231321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -231321.906250 Penalty: 2513.731689
	Iteration 21Q: 3 clusters Score -231321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -231322.609375 Penalty: 2513.731689
	Iteration 22Q: 3 clusters Score -231322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -231323.578125 Penalty: 2513.731689
	Iteration 23Q: 3 clusters Score -231323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -231324.187500 Penalty: 2513.731689
	Iteration 24Q: 3 clusters Score -231324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -231324.203125 Penalty: 2513.731689
	Iteration 25Q: 3 clusters Score -231324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -231324.593750 Penalty: 2513.731689
	Iteration 26Q: 3 clusters Score -231324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -231325.156250 Penalty: 2513.731689
	Iteration 27Q: 3 clusters Score -231325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -231325.500000 Penalty: 2513.731689
	Iteration 28Q: 3 clusters Score -231325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -231325.812500 Penalty: 2513.731689
	Iteration 29Q: 3 clusters Score -231325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -231325.812500 Penalty: 2513.731689
	Iteration 30F: 3 clusters Score -231325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Entering Unmasked Estep 
Score: -4150962.250000 Penalty: 1723.175415
	Iteration 0F: 2 clusters Score -4150962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -4123918.500000 Penalty: 3446.350830
	Iteration 0F: 3 clusters Score -4123918 nChanged 18774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4134337.750000 Penalty: 3446.350830
	Iteration 1F: 3 clusters Score -4134338 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4134780.250000 Penalty: 3446.350830
	Iteration 2Q: 3 clusters Score -4134780 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4135298.250000 Penalty: 3446.350830
	Iteration 3Q: 3 clusters Score -4135298 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -4136025.750000 Penalty: 3446.350830
	Iteration 4Q: 3 clusters Score -4136026 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -4137095.250000 Penalty: 3446.350830
	Iteration 5F: 3 clusters Score -4137095 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4138746.750000 Penalty: 3446.350830
	Iteration 6F: 3 clusters Score -4138747 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4141213.750000 Penalty: 3446.350830
	Iteration 7F: 3 clusters Score -4141214 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -4144109.750000 Penalty: 3446.350830
	Iteration 8F: 3 clusters Score -4144110 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4146687.250000 Penalty: 3446.350830
	Iteration 9F: 3 clusters Score -4146687 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4148260.000000 Penalty: 3446.350830
	Iteration 10Q: 3 clusters Score -4148260 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4148963.750000 Penalty: 3446.350830
	Iteration 11Q: 3 clusters Score -4148964 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4149252.000000 Penalty: 3446.350830
	Iteration 12Q: 3 clusters Score -4149252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4149345.750000 Penalty: 3446.350830
	Iteration 13Q: 3 clusters Score -4149346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4149393.250000 Penalty: 3446.350830
	Iteration 14Q: 3 clusters Score -4149393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4149411.250000 Penalty: 3446.350830
	Iteration 15Q: 3 clusters Score -4149411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4149424.250000 Penalty: 3446.350830
	Iteration 16Q: 3 clusters Score -4149424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4149434.750000 Penalty: 3446.350830
	Iteration 17Q: 3 clusters Score -4149435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4149441.000000 Penalty: 3446.350830
	Iteration 18Q: 3 clusters Score -4149441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4149443.000000 Penalty: 3446.350830
	Iteration 19Q: 3 clusters Score -4149443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4149448.500000 Penalty: 3446.350830
	Iteration 20F: 3 clusters Score -4149448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4149452.000000 Penalty: 3446.350830
	Iteration 21Q: 3 clusters Score -4149452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4149450.500000 Penalty: 3446.350830
	Iteration 22Q: 3 clusters Score -4149450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4149451.000000 Penalty: 3446.350830
	Iteration 23Q: 3 clusters Score -4149451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4149453.250000 Penalty: 3446.350830
	Iteration 24Q: 3 clusters Score -4149453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4149453.250000 Penalty: 3446.350830
	Iteration 25F: 3 clusters Score -4149453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Entering Unmasked Estep 
Score: -8363318.500000 Penalty: 1837.045044
	Iteration 0F: 2 clusters Score -8363318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -8309203.500000 Penalty: 3674.090088
	Iteration 0F: 3 clusters Score -8309204 nChanged 38375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -8331872.000000 Penalty: 3674.090088
	Iteration 1F: 3 clusters Score -8331872 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8333171.500000 Penalty: 3674.090088
	Iteration 2Q: 3 clusters Score -8333172 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8335015.000000 Penalty: 3674.090088
	Iteration 3F: 3 clusters Score -8335015 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -8337832.500000 Penalty: 3674.090088
	Iteration 4F: 3 clusters Score -8337832 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -8341998.500000 Penalty: 3674.090088
	Iteration 5F: 3 clusters Score -8341998 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -8347333.500000 Penalty: 3674.090088
	Iteration 6F: 3 clusters Score -8347334 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -8352249.500000 Penalty: 3674.090088
	Iteration 7F: 3 clusters Score -8352250 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -8355440.000000 Penalty: 3674.090088
	Iteration 8Q: 3 clusters Score -8355440 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -8356971.500000 Penalty: 3674.090088
	Iteration 9Q: 3 clusters Score -8356972 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -8357780.500000 Penalty: 3674.090088
	Iteration 10Q: 3 clusters Score -8357780 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -8358353.000000 Penalty: 3674.090088
	Iteration 11Q: 3 clusters Score -8358353 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -8358797.500000 Penalty: 3674.090088
	Iteration 12Q: 3 clusters Score -8358798 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -8359186.500000 Penalty: 3674.090088
	Iteration 13Q: 3 clusters Score -8359186 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -8359541.000000 Penalty: 3674.090088
	Iteration 14Q: 3 clusters Score -8359541 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -8359777.500000 Penalty: 3674.090088
	Iteration 15Q: 3 clusters Score -8359778 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -8360016.500000 Penalty: 3674.090088
	Iteration 16Q: 3 clusters Score -8360016 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -8360232.000000 Penalty: 3674.090088
	Iteration 17Q: 3 clusters Score -8360232 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -8360457.500000 Penalty: 3674.090088
	Iteration 18Q: 3 clusters Score -8360458 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -8360631.000000 Penalty: 3674.090088
	Iteration 19Q: 3 clusters Score -8360631 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -8360789.000000 Penalty: 3674.090088
	Iteration 20F: 3 clusters Score -8360789 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -8360964.500000 Penalty: 3674.090088
	Iteration 21Q: 3 clusters Score -8360964 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -8361097.000000 Penalty: 3674.090088
	Iteration 22Q: 3 clusters Score -8361097 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -8361197.000000 Penalty: 3674.090088
	Iteration 23Q: 3 clusters Score -8361197 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -8361301.500000 Penalty: 3674.090088
	Iteration 24Q: 3 clusters Score -8361302 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -8361405.500000 Penalty: 3674.090088
	Iteration 25Q: 3 clusters Score -8361406 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -8361502.000000 Penalty: 3674.090088
	Iteration 26Q: 3 clusters Score -8361502 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -8361576.500000 Penalty: 3674.090088
	Iteration 27Q: 3 clusters Score -8361576 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 77517 members 
Entering Unmasked Estep 
Score: -8361647.500000 Penalty: 3674.090088
	Iteration 28Q: 3 clusters Score -8361648 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -8361742.500000 Penalty: 3674.090088
	Iteration 29Q: 3 clusters Score -8361742 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -8361788.500000 Penalty: 3674.090088
	Iteration 30Q: 3 clusters Score -8361788 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -8361847.500000 Penalty: 3674.090088
	Iteration 31Q: 3 clusters Score -8361848 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -8361886.500000 Penalty: 3674.090088
	Iteration 32Q: 3 clusters Score -8361886 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -8361897.500000 Penalty: 3674.090088
	Iteration 33Q: 3 clusters Score -8361898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -8361903.000000 Penalty: 3674.090088
	Iteration 34Q: 3 clusters Score -8361903 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -8361904.500000 Penalty: 3674.090088
	Iteration 35Q: 3 clusters Score -8361904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -8361923.500000 Penalty: 3674.090088
	Iteration 36Q: 3 clusters Score -8361924 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -8361954.500000 Penalty: 3674.090088
	Iteration 37Q: 3 clusters Score -8361954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -8361964.000000 Penalty: 3674.090088
	Iteration 38Q: 3 clusters Score -8361964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -8361983.500000 Penalty: 3674.090088
	Iteration 39Q: 3 clusters Score -8361984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -8361974.500000 Penalty: 3674.090088
	Iteration 40F: 3 clusters Score -8361974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -8361990.500000 Penalty: 3674.090088
	Iteration 41Q: 3 clusters Score -8361990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -8361991.000000 Penalty: 3674.090088
	Iteration 42Q: 3 clusters Score -8361991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -8362021.000000 Penalty: 3674.090088
	Iteration 43Q: 3 clusters Score -8362021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -8362030.000000 Penalty: 3674.090088
	Iteration 44Q: 3 clusters Score -8362030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -8362036.000000 Penalty: 3674.090088
	Iteration 45Q: 3 clusters Score -8362036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 79319 members 
Entering Unmasked Estep 
Score: -8362045.500000 Penalty: 3674.090088
	Iteration 46Q: 3 clusters Score -8362046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 79340 members 
Entering Unmasked Estep 
Score: -8362050.000000 Penalty: 3674.090088
	Iteration 47Q: 3 clusters Score -8362050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -8362062.500000 Penalty: 3674.090088
	Iteration 48Q: 3 clusters Score -8362062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 79373 members 
Entering Unmasked Estep 
Score: -8362059.000000 Penalty: 3674.090088
	Iteration 49Q: 3 clusters Score -8362059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -8362065.000000 Penalty: 3674.090088
	Iteration 50Q: 3 clusters Score -8362065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -8362065.000000 Penalty: 3674.090088
	Iteration 51Q: 3 clusters Score -8362065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 79412 members 
Entering Unmasked Estep 
Score: -8362063.500000 Penalty: 3674.090088
	Iteration 52Q: 3 clusters Score -8362064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -8362064.500000 Penalty: 3674.090088
	Iteration 53Q: 3 clusters Score -8362064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -8362070.500000 Penalty: 3674.090088
	Iteration 54Q: 3 clusters Score -8362070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -8362069.000000 Penalty: 3674.090088
	Iteration 55Q: 3 clusters Score -8362069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -8362061.000000 Penalty: 3674.090088
	Iteration 56Q: 3 clusters Score -8362061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -8362064.500000 Penalty: 3674.090088
	Iteration 57Q: 3 clusters Score -8362064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -8362066.500000 Penalty: 3674.090088
	Iteration 58Q: 3 clusters Score -8362066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -8362066.000000 Penalty: 3674.090088
	Iteration 59Q: 3 clusters Score -8362066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -8362064.000000 Penalty: 3674.090088
	Iteration 60F: 3 clusters Score -8362064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -8362063.500000 Penalty: 3674.090088
	Iteration 61Q: 3 clusters Score -8362064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 79534 members 
Entering Unmasked Estep 
Score: -8362075.500000 Penalty: 3674.090088
	Iteration 62Q: 3 clusters Score -8362076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -8362073.500000 Penalty: 3674.090088
	Iteration 63Q: 3 clusters Score -8362074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -8362074.000000 Penalty: 3674.090088
	Iteration 64Q: 3 clusters Score -8362074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -8362073.000000 Penalty: 3674.090088
	Iteration 65Q: 3 clusters Score -8362073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -8362075.000000 Penalty: 3674.090088
	Iteration 66Q: 3 clusters Score -8362075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -8362068.000000 Penalty: 3674.090088
	Iteration 67Q: 3 clusters Score -8362068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -8362084.500000 Penalty: 3674.090088
	Iteration 68Q: 3 clusters Score -8362084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -8362078.000000 Penalty: 3674.090088
	Iteration 69Q: 3 clusters Score -8362078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -8362082.000000 Penalty: 3674.090088
	Iteration 70Q: 3 clusters Score -8362082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -8362078.500000 Penalty: 3674.090088
	Iteration 71Q: 3 clusters Score -8362078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -8362074.500000 Penalty: 3674.090088
	Iteration 72Q: 3 clusters Score -8362074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -8362079.000000 Penalty: 3674.090088
	Iteration 73Q: 3 clusters Score -8362079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -8362079.000000 Penalty: 3674.090088
	Iteration 74F: 3 clusters Score -8362079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (337343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337343 members 
Entering Unmasked Estep 
Score: -34203924.000000 Penalty: 2068.438965
	Iteration 0F: 2 clusters Score -3.420392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168766 members 
Mstep: Class 2 contains 168577 members 
Entering Unmasked Estep 
Score: -33997096.000000 Penalty: 4136.877930
	Iteration 0F: 3 clusters Score -3.39971e+07 nChanged 164797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167311 members 
Mstep: Class 2 contains 170032 members 
Entering Unmasked Estep 
Score: -34097668.000000 Penalty: 4136.877930
	Iteration 1F: 3 clusters Score -3.409767e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166377 members 
Mstep: Class 2 contains 170966 members 
Entering Unmasked Estep 
Score: -34100024.000000 Penalty: 4136.877930
	Iteration 2Q: 3 clusters Score -3.410002e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165137 members 
Mstep: Class 2 contains 172206 members 
Entering Unmasked Estep 
Score: -34103232.000000 Penalty: 4136.877930
	Iteration 3Q: 3 clusters Score -3.410323e+07 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163711 members 
Mstep: Class 2 contains 173632 members 
Entering Unmasked Estep 
Score: -34108240.000000 Penalty: 4136.877930
	Iteration 4Q: 3 clusters Score -3.410824e+07 nChanged 15992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162235 members 
Mstep: Class 2 contains 175108 members 
Entering Unmasked Estep 
Score: -34114732.000000 Penalty: 4136.877930
	Iteration 5Q: 3 clusters Score -3.411473e+07 nChanged 17876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161097 members 
Mstep: Class 2 contains 176246 members 
Entering Unmasked Estep 
Score: -34123016.000000 Penalty: 4136.877930
	Iteration 6F: 3 clusters Score -3.412302e+07 nChanged 19270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160865 members 
Mstep: Class 2 contains 176478 members 
Entering Unmasked Estep 
Score: -34132708.000000 Penalty: 4136.877930
	Iteration 7F: 3 clusters Score -3.413271e+07 nChanged 19745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162290 members 
Mstep: Class 2 contains 175053 members 
Entering Unmasked Estep 
Score: -34142960.000000 Penalty: 4136.877930
	Iteration 8F: 3 clusters Score -3.414296e+07 nChanged 18702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165452 members 
Mstep: Class 2 contains 171891 members 
Entering Unmasked Estep 
Score: -34152352.000000 Penalty: 4136.877930
	Iteration 9F: 3 clusters Score -3.415235e+07 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 167813 members 
Entering Unmasked Estep 
Score: -34159064.000000 Penalty: 4136.877930
	Iteration 10Q: 3 clusters Score -3.415906e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173536 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -34163044.000000 Penalty: 4136.877930
	Iteration 11Q: 3 clusters Score -3.416304e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176879 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -34164312.000000 Penalty: 4136.877930
	Iteration 12Q: 3 clusters Score -3.416431e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179788 members 
Mstep: Class 2 contains 157555 members 
Entering Unmasked Estep 
Score: -34164976.000000 Penalty: 4136.877930
	Iteration 13Q: 3 clusters Score -3.416498e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182401 members 
Mstep: Class 2 contains 154942 members 
Entering Unmasked Estep 
Score: -34165232.000000 Penalty: 4136.877930
	Iteration 14Q: 3 clusters Score -3.416523e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184859 members 
Mstep: Class 2 contains 152484 members 
Entering Unmasked Estep 
Score: -34165360.000000 Penalty: 4136.877930
	Iteration 15Q: 3 clusters Score -3.416536e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187131 members 
Mstep: Class 2 contains 150212 members 
Entering Unmasked Estep 
Score: -34165584.000000 Penalty: 4136.877930
	Iteration 16Q: 3 clusters Score -3.416558e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189229 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -34165800.000000 Penalty: 4136.877930
	Iteration 17Q: 3 clusters Score -3.41658e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191340 members 
Mstep: Class 2 contains 146003 members 
Entering Unmasked Estep 
Score: -34166000.000000 Penalty: 4136.877930
	Iteration 18Q: 3 clusters Score -3.4166e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193536 members 
Mstep: Class 2 contains 143807 members 
Entering Unmasked Estep 
Score: -34166044.000000 Penalty: 4136.877930
	Iteration 19Q: 3 clusters Score -3.416604e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195737 members 
Mstep: Class 2 contains 141606 members 
Entering Unmasked Estep 
Score: -34166236.000000 Penalty: 4136.877930
	Iteration 20F: 3 clusters Score -3.416624e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197978 members 
Mstep: Class 2 contains 139365 members 
Entering Unmasked Estep 
Score: -34166368.000000 Penalty: 4136.877930
	Iteration 21Q: 3 clusters Score -3.416637e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200163 members 
Mstep: Class 2 contains 137180 members 
Entering Unmasked Estep 
Score: -34166724.000000 Penalty: 4136.877930
	Iteration 22Q: 3 clusters Score -3.416672e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202335 members 
Mstep: Class 2 contains 135008 members 
Entering Unmasked Estep 
Score: -34166756.000000 Penalty: 4136.877930
	Iteration 23Q: 3 clusters Score -3.416676e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204467 members 
Mstep: Class 2 contains 132876 members 
Entering Unmasked Estep 
Score: -34166740.000000 Penalty: 4136.877930
	Iteration 24Q: 3 clusters Score -3.416674e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206591 members 
Mstep: Class 2 contains 130752 members 
Entering Unmasked Estep 
Score: -34166728.000000 Penalty: 4136.877930
	Iteration 25Q: 3 clusters Score -3.416673e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208640 members 
Mstep: Class 2 contains 128703 members 
Entering Unmasked Estep 
Score: -34166796.000000 Penalty: 4136.877930
	Iteration 26Q: 3 clusters Score -3.41668e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210665 members 
Mstep: Class 2 contains 126678 members 
Entering Unmasked Estep 
Score: -34166940.000000 Penalty: 4136.877930
	Iteration 27Q: 3 clusters Score -3.416694e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212712 members 
Mstep: Class 2 contains 124631 members 
Entering Unmasked Estep 
Score: -34167072.000000 Penalty: 4136.877930
	Iteration 28Q: 3 clusters Score -3.416707e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214739 members 
Mstep: Class 2 contains 122604 members 
Entering Unmasked Estep 
Score: -34167152.000000 Penalty: 4136.877930
	Iteration 29Q: 3 clusters Score -3.416715e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216780 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -34167336.000000 Penalty: 4136.877930
	Iteration 30Q: 3 clusters Score -3.416734e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218769 members 
Mstep: Class 2 contains 118574 members 
Entering Unmasked Estep 
Score: -34167524.000000 Penalty: 4136.877930
	Iteration 31Q: 3 clusters Score -3.416752e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220734 members 
Mstep: Class 2 contains 116609 members 
Entering Unmasked Estep 
Score: -34167556.000000 Penalty: 4136.877930
	Iteration 32Q: 3 clusters Score -3.416756e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222630 members 
Mstep: Class 2 contains 114713 members 
Entering Unmasked Estep 
Score: -34167708.000000 Penalty: 4136.877930
	Iteration 33Q: 3 clusters Score -3.416771e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224359 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -34167752.000000 Penalty: 4136.877930
	Iteration 34Q: 3 clusters Score -3.416775e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226065 members 
Mstep: Class 2 contains 111278 members 
Entering Unmasked Estep 
Score: -34167860.000000 Penalty: 4136.877930
	Iteration 35Q: 3 clusters Score -3.416786e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227678 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -34167888.000000 Penalty: 4136.877930
	Iteration 36Q: 3 clusters Score -3.416789e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229294 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -34168124.000000 Penalty: 4136.877930
	Iteration 37Q: 3 clusters Score -3.416812e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230863 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -34168356.000000 Penalty: 4136.877930
	Iteration 38Q: 3 clusters Score -3.416836e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232345 members 
Mstep: Class 2 contains 104998 members 
Entering Unmasked Estep 
Score: -34168428.000000 Penalty: 4136.877930
	Iteration 39Q: 3 clusters Score -3.416843e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233817 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -34168588.000000 Penalty: 4136.877930
	Iteration 40F: 3 clusters Score -3.416859e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235233 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -34168532.000000 Penalty: 4136.877930
	Iteration 41Q: 3 clusters Score -3.416853e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236571 members 
Mstep: Class 2 contains 100772 members 
Entering Unmasked Estep 
Score: -34168572.000000 Penalty: 4136.877930
	Iteration 42Q: 3 clusters Score -3.416857e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237816 members 
Mstep: Class 2 contains 99527 members 
Entering Unmasked Estep 
Score: -34168552.000000 Penalty: 4136.877930
	Iteration 43Q: 3 clusters Score -3.416855e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239002 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -34168508.000000 Penalty: 4136.877930
	Iteration 44Q: 3 clusters Score -3.416851e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240160 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -34168580.000000 Penalty: 4136.877930
	Iteration 45Q: 3 clusters Score -3.416858e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241398 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -34168792.000000 Penalty: 4136.877930
	Iteration 46Q: 3 clusters Score -3.416879e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242631 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -34168908.000000 Penalty: 4136.877930
	Iteration 47Q: 3 clusters Score -3.416891e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243819 members 
Mstep: Class 2 contains 93524 members 
Entering Unmasked Estep 
Score: -34169100.000000 Penalty: 4136.877930
	Iteration 48Q: 3 clusters Score -3.41691e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244978 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -34169092.000000 Penalty: 4136.877930
	Iteration 49Q: 3 clusters Score -3.416909e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246132 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -34169172.000000 Penalty: 4136.877930
	Iteration 50Q: 3 clusters Score -3.416917e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247256 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -34169424.000000 Penalty: 4136.877930
	Iteration 51Q: 3 clusters Score -3.416942e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248354 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -34169632.000000 Penalty: 4136.877930
	Iteration 52Q: 3 clusters Score -3.416963e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249482 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -34169760.000000 Penalty: 4136.877930
	Iteration 53Q: 3 clusters Score -3.416976e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250615 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -34169780.000000 Penalty: 4136.877930
	Iteration 54Q: 3 clusters Score -3.416978e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251738 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -34170012.000000 Penalty: 4136.877930
	Iteration 55Q: 3 clusters Score -3.417001e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252897 members 
Mstep: Class 2 contains 84446 members 
Entering Unmasked Estep 
Score: -34170160.000000 Penalty: 4136.877930
	Iteration 56Q: 3 clusters Score -3.417016e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253997 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -34170412.000000 Penalty: 4136.877930
	Iteration 57Q: 3 clusters Score -3.417041e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255147 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -34170732.000000 Penalty: 4136.877930
	Iteration 58Q: 3 clusters Score -3.417073e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256271 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -34170904.000000 Penalty: 4136.877930
	Iteration 59Q: 3 clusters Score -3.41709e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257390 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -34171112.000000 Penalty: 4136.877930
	Iteration 60F: 3 clusters Score -3.417111e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258618 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -34171372.000000 Penalty: 4136.877930
	Iteration 61Q: 3 clusters Score -3.417137e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260011 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -34171608.000000 Penalty: 4136.877930
	Iteration 62Q: 3 clusters Score -3.417161e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261429 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -34171856.000000 Penalty: 4136.877930
	Iteration 63Q: 3 clusters Score -3.417186e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262923 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -34172208.000000 Penalty: 4136.877930
	Iteration 64Q: 3 clusters Score -3.417221e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264425 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -34172544.000000 Penalty: 4136.877930
	Iteration 65Q: 3 clusters Score -3.417254e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266054 members 
Mstep: Class 2 contains 71289 members 
Entering Unmasked Estep 
Score: -34172900.000000 Penalty: 4136.877930
	Iteration 66Q: 3 clusters Score -3.41729e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267750 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -34173488.000000 Penalty: 4136.877930
	Iteration 67Q: 3 clusters Score -3.417349e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269514 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -34173912.000000 Penalty: 4136.877930
	Iteration 68Q: 3 clusters Score -3.417391e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271316 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -34174348.000000 Penalty: 4136.877930
	Iteration 69Q: 3 clusters Score -3.417435e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273166 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -34174804.000000 Penalty: 4136.877930
	Iteration 70Q: 3 clusters Score -3.41748e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275049 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -34175204.000000 Penalty: 4136.877930
	Iteration 71Q: 3 clusters Score -3.41752e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276912 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -34175876.000000 Penalty: 4136.877930
	Iteration 72Q: 3 clusters Score -3.417588e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278892 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -34176980.000000 Penalty: 4136.877930
	Iteration 73Q: 3 clusters Score -3.417698e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281034 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -34178188.000000 Penalty: 4136.877930
	Iteration 74Q: 3 clusters Score -3.417819e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283421 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -34179264.000000 Penalty: 4136.877930
	Iteration 75Q: 3 clusters Score -3.417926e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285959 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -34180500.000000 Penalty: 4136.877930
	Iteration 76Q: 3 clusters Score -3.41805e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288680 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -34181684.000000 Penalty: 4136.877930
	Iteration 77Q: 3 clusters Score -3.418168e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291612 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -34182816.000000 Penalty: 4136.877930
	Iteration 78Q: 3 clusters Score -3.418282e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294710 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -34184500.000000 Penalty: 4136.877930
	Iteration 79Q: 3 clusters Score -3.41845e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298108 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -34186676.000000 Penalty: 4136.877930
	Iteration 80F: 3 clusters Score -3.418668e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301857 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -34189372.000000 Penalty: 4136.877930
	Iteration 81Q: 3 clusters Score -3.418937e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306118 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -34191832.000000 Penalty: 4136.877930
	Iteration 82Q: 3 clusters Score -3.419183e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310780 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -34195608.000000 Penalty: 4136.877930
	Iteration 83Q: 3 clusters Score -3.419561e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315866 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -34198560.000000 Penalty: 4136.877930
	Iteration 84Q: 3 clusters Score -3.419856e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321316 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -34201004.000000 Penalty: 4136.877930
	Iteration 85Q: 3 clusters Score -3.4201e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326588 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -34202420.000000 Penalty: 4136.877930
	Iteration 86Q: 3 clusters Score -3.420242e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331078 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -34202988.000000 Penalty: 4136.877930
	Iteration 87Q: 3 clusters Score -3.420299e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334180 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -34202752.000000 Penalty: 4136.877930
	Iteration 88Q: 3 clusters Score -3.420275e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335845 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -34202444.000000 Penalty: 4136.877930
	Iteration 89Q: 3 clusters Score -3.420244e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336570 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -34202300.000000 Penalty: 4136.877930
	Iteration 90Q: 3 clusters Score -3.42023e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336858 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -34202296.000000 Penalty: 4136.877930
	Iteration 91Q: 3 clusters Score -3.42023e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336969 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34202308.000000 Penalty: 4136.877930
	Iteration 92Q: 3 clusters Score -3.420231e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337020 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34202280.000000 Penalty: 4136.877930
	Iteration 93Q: 3 clusters Score -3.420228e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337052 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34202272.000000 Penalty: 4136.877930
	Iteration 94Q: 3 clusters Score -3.420227e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337073 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34202280.000000 Penalty: 4136.877930
	Iteration 95Q: 3 clusters Score -3.420228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337088 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34202284.000000 Penalty: 4136.877930
	Iteration 96Q: 3 clusters Score -3.420228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337092 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34202288.000000 Penalty: 4136.877930
	Iteration 97Q: 3 clusters Score -3.420229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337097 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34202272.000000 Penalty: 4136.877930
	Iteration 98Q: 3 clusters Score -3.420227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337100 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34202272.000000 Penalty: 4136.877930
	Iteration 99Q: 3 clusters Score -3.420227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337107 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34202284.000000 Penalty: 4136.877930
	Iteration 100F: 3 clusters Score -3.420228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337115 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34202288.000000 Penalty: 4136.877930
	Iteration 101Q: 3 clusters Score -3.420229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337120 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34202300.000000 Penalty: 4136.877930
	Iteration 102Q: 3 clusters Score -3.42023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34202304.000000 Penalty: 4136.877930
	Iteration 103Q: 3 clusters Score -3.42023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337125 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34202312.000000 Penalty: 4136.877930
	Iteration 104Q: 3 clusters Score -3.420231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337129 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34202296.000000 Penalty: 4136.877930
	Iteration 105Q: 3 clusters Score -3.42023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337133 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34202300.000000 Penalty: 4136.877930
	Iteration 106Q: 3 clusters Score -3.42023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34202296.000000 Penalty: 4136.877930
	Iteration 107Q: 3 clusters Score -3.42023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34202292.000000 Penalty: 4136.877930
	Iteration 108Q: 3 clusters Score -3.420229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337133 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34202304.000000 Penalty: 4136.877930
	Iteration 109Q: 3 clusters Score -3.42023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337133 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34202304.000000 Penalty: 4136.877930
	Iteration 110F: 3 clusters Score -3.42023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Entering Unmasked Estep 
Score: -5984586.500000 Penalty: 1782.609375
	Iteration 0F: 2 clusters Score -5984586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -5945709.000000 Penalty: 3565.218750
	Iteration 0F: 3 clusters Score -5945709 nChanged 27400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -5961266.000000 Penalty: 3565.218750
	Iteration 1F: 3 clusters Score -5961266 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -5961675.500000 Penalty: 3565.218750
	Iteration 2Q: 3 clusters Score -5961676 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5962063.500000 Penalty: 3565.218750
	Iteration 3Q: 3 clusters Score -5962064 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5962526.500000 Penalty: 3565.218750
	Iteration 4Q: 3 clusters Score -5962526 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -5963135.500000 Penalty: 3565.218750
	Iteration 5Q: 3 clusters Score -5963136 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -5963997.500000 Penalty: 3565.218750
	Iteration 6Q: 3 clusters Score -5963998 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5965274.500000 Penalty: 3565.218750
	Iteration 7Q: 3 clusters Score -5965274 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5967151.500000 Penalty: 3565.218750
	Iteration 8F: 3 clusters Score -5967152 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5969567.500000 Penalty: 3565.218750
	Iteration 9F: 3 clusters Score -5969568 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -5972059.500000 Penalty: 3565.218750
	Iteration 10F: 3 clusters Score -5972060 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5974142.000000 Penalty: 3565.218750
	Iteration 11F: 3 clusters Score -5974142 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -5975555.000000 Penalty: 3565.218750
	Iteration 12Q: 3 clusters Score -5975555 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -5976433.500000 Penalty: 3565.218750
	Iteration 13Q: 3 clusters Score -5976434 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -5977125.500000 Penalty: 3565.218750
	Iteration 14Q: 3 clusters Score -5977126 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -5977738.500000 Penalty: 3565.218750
	Iteration 15Q: 3 clusters Score -5977738 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -5978406.500000 Penalty: 3565.218750
	Iteration 16Q: 3 clusters Score -5978406 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5979072.500000 Penalty: 3565.218750
	Iteration 17Q: 3 clusters Score -5979072 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -5979656.500000 Penalty: 3565.218750
	Iteration 18Q: 3 clusters Score -5979656 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -5980193.500000 Penalty: 3565.218750
	Iteration 19Q: 3 clusters Score -5980194 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5980690.000000 Penalty: 3565.218750
	Iteration 20F: 3 clusters Score -5980690 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5981189.000000 Penalty: 3565.218750
	Iteration 21Q: 3 clusters Score -5981189 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5981557.000000 Penalty: 3565.218750
	Iteration 22Q: 3 clusters Score -5981557 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5981818.500000 Penalty: 3565.218750
	Iteration 23Q: 3 clusters Score -5981818 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5982017.500000 Penalty: 3565.218750
	Iteration 24Q: 3 clusters Score -5982018 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5982203.000000 Penalty: 3565.218750
	Iteration 25Q: 3 clusters Score -5982203 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5982351.000000 Penalty: 3565.218750
	Iteration 26Q: 3 clusters Score -5982351 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5982454.500000 Penalty: 3565.218750
	Iteration 27Q: 3 clusters Score -5982454 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5982556.000000 Penalty: 3565.218750
	Iteration 28Q: 3 clusters Score -5982556 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5982671.500000 Penalty: 3565.218750
	Iteration 29Q: 3 clusters Score -5982672 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5982715.500000 Penalty: 3565.218750
	Iteration 30Q: 3 clusters Score -5982716 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5982766.000000 Penalty: 3565.218750
	Iteration 31Q: 3 clusters Score -5982766 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5982812.000000 Penalty: 3565.218750
	Iteration 32Q: 3 clusters Score -5982812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5982841.500000 Penalty: 3565.218750
	Iteration 33Q: 3 clusters Score -5982842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5982871.000000 Penalty: 3565.218750
	Iteration 34Q: 3 clusters Score -5982871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5982915.500000 Penalty: 3565.218750
	Iteration 35Q: 3 clusters Score -5982916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5982955.000000 Penalty: 3565.218750
	Iteration 36Q: 3 clusters Score -5982955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5982959.000000 Penalty: 3565.218750
	Iteration 37Q: 3 clusters Score -5982959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5982974.500000 Penalty: 3565.218750
	Iteration 38Q: 3 clusters Score -5982974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5982997.000000 Penalty: 3565.218750
	Iteration 39Q: 3 clusters Score -5982997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5983005.000000 Penalty: 3565.218750
	Iteration 40F: 3 clusters Score -5983005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5983006.500000 Penalty: 3565.218750
	Iteration 41Q: 3 clusters Score -5983006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5983018.500000 Penalty: 3565.218750
	Iteration 42Q: 3 clusters Score -5983018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5983024.500000 Penalty: 3565.218750
	Iteration 43Q: 3 clusters Score -5983024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5983026.500000 Penalty: 3565.218750
	Iteration 44Q: 3 clusters Score -5983026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5983029.500000 Penalty: 3565.218750
	Iteration 45Q: 3 clusters Score -5983030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5983036.500000 Penalty: 3565.218750
	Iteration 46Q: 3 clusters Score -5983036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5983042.500000 Penalty: 3565.218750
	Iteration 47Q: 3 clusters Score -5983042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5983049.000000 Penalty: 3565.218750
	Iteration 48Q: 3 clusters Score -5983049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5983054.500000 Penalty: 3565.218750
	Iteration 49Q: 3 clusters Score -5983054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5983056.000000 Penalty: 3565.218750
	Iteration 50Q: 3 clusters Score -5983056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5983069.000000 Penalty: 3565.218750
	Iteration 51Q: 3 clusters Score -5983069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5983065.500000 Penalty: 3565.218750
	Iteration 52Q: 3 clusters Score -5983066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5983073.000000 Penalty: 3565.218750
	Iteration 53Q: 3 clusters Score -5983073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5983082.500000 Penalty: 3565.218750
	Iteration 54Q: 3 clusters Score -5983082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5983082.500000 Penalty: 3565.218750
	Iteration 55Q: 3 clusters Score -5983082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5983084.500000 Penalty: 3565.218750
	Iteration 56Q: 3 clusters Score -5983084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5983083.500000 Penalty: 3565.218750
	Iteration 57Q: 3 clusters Score -5983084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5983089.000000 Penalty: 3565.218750
	Iteration 58Q: 3 clusters Score -5983089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5983102.500000 Penalty: 3565.218750
	Iteration 59Q: 3 clusters Score -5983102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5983104.500000 Penalty: 3565.218750
	Iteration 60F: 3 clusters Score -5983104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5983106.500000 Penalty: 3565.218750
	Iteration 61Q: 3 clusters Score -5983106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5983106.500000 Penalty: 3565.218750
	Iteration 62Q: 3 clusters Score -5983106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5983105.500000 Penalty: 3565.218750
	Iteration 63Q: 3 clusters Score -5983106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5983107.500000 Penalty: 3565.218750
	Iteration 64Q: 3 clusters Score -5983108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5983106.000000 Penalty: 3565.218750
	Iteration 65Q: 3 clusters Score -5983106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5983106.000000 Penalty: 3565.218750
	Iteration 66Q: 3 clusters Score -5983106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5983107.500000 Penalty: 3565.218750
	Iteration 67Q: 3 clusters Score -5983108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5983109.000000 Penalty: 3565.218750
	Iteration 68Q: 3 clusters Score -5983109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5983111.000000 Penalty: 3565.218750
	Iteration 69Q: 3 clusters Score -5983111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5983107.500000 Penalty: 3565.218750
	Iteration 70Q: 3 clusters Score -5983108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5983107.500000 Penalty: 3565.218750
	Iteration 71F: 3 clusters Score -5983108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Entering Unmasked Estep 
Score: -431003.156250 Penalty: 1353.137573
	Iteration 0F: 2 clusters Score -431003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -427547.468750 Penalty: 2706.275146
	Iteration 0F: 3 clusters Score -427547.5 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -428372.218750 Penalty: 2706.275146
	Iteration 1F: 3 clusters Score -428372.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -428546.875000 Penalty: 2706.275146
	Iteration 2F: 3 clusters Score -428546.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -428665.156250 Penalty: 2706.275146
	Iteration 3F: 3 clusters Score -428665.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -428768.281250 Penalty: 2706.275146
	Iteration 4Q: 3 clusters Score -428768.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -428852.625000 Penalty: 2706.275146
	Iteration 5Q: 3 clusters Score -428852.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -428920.000000 Penalty: 2706.275146
	Iteration 6Q: 3 clusters Score -428920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -428995.593750 Penalty: 2706.275146
	Iteration 7Q: 3 clusters Score -428995.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -429073.687500 Penalty: 2706.275146
	Iteration 8Q: 3 clusters Score -429073.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -429136.343750 Penalty: 2706.275146
	Iteration 9Q: 3 clusters Score -429136.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -429192.312500 Penalty: 2706.275146
	Iteration 10Q: 3 clusters Score -429192.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -429245.531250 Penalty: 2706.275146
	Iteration 11Q: 3 clusters Score -429245.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -429322.187500 Penalty: 2706.275146
	Iteration 12Q: 3 clusters Score -429322.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -429394.968750 Penalty: 2706.275146
	Iteration 13Q: 3 clusters Score -429395 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -429454.187500 Penalty: 2706.275146
	Iteration 14Q: 3 clusters Score -429454.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -429498.843750 Penalty: 2706.275146
	Iteration 15Q: 3 clusters Score -429498.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -429550.906250 Penalty: 2706.275146
	Iteration 16Q: 3 clusters Score -429550.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -429598.625000 Penalty: 2706.275146
	Iteration 17Q: 3 clusters Score -429598.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -429641.750000 Penalty: 2706.275146
	Iteration 18Q: 3 clusters Score -429641.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -429668.437500 Penalty: 2706.275146
	Iteration 19Q: 3 clusters Score -429668.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -429699.781250 Penalty: 2706.275146
	Iteration 20F: 3 clusters Score -429699.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -429722.937500 Penalty: 2706.275146
	Iteration 21Q: 3 clusters Score -429722.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -429746.343750 Penalty: 2706.275146
	Iteration 22Q: 3 clusters Score -429746.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -429770.312500 Penalty: 2706.275146
	Iteration 23Q: 3 clusters Score -429770.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -429783.500000 Penalty: 2706.275146
	Iteration 24Q: 3 clusters Score -429783.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -429790.906250 Penalty: 2706.275146
	Iteration 25Q: 3 clusters Score -429790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -429796.312500 Penalty: 2706.275146
	Iteration 26Q: 3 clusters Score -429796.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -429799.125000 Penalty: 2706.275146
	Iteration 27Q: 3 clusters Score -429799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -429801.750000 Penalty: 2706.275146
	Iteration 28Q: 3 clusters Score -429801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -429801.906250 Penalty: 2706.275146
	Iteration 29Q: 3 clusters Score -429801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -429803.687500 Penalty: 2706.275146
	Iteration 30Q: 3 clusters Score -429803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -429804.187500 Penalty: 2706.275146
	Iteration 31Q: 3 clusters Score -429804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -429804.187500 Penalty: 2706.275146
	Iteration 32F: 3 clusters Score -429804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (92484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Entering Unmasked Estep 
Score: -9561428.000000 Penalty: 1858.153442
	Iteration 0F: 2 clusters Score -9561428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -9499473.000000 Penalty: 3716.306885
	Iteration 0F: 3 clusters Score -9499473 nChanged 44340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -9525089.000000 Penalty: 3716.306885
	Iteration 1F: 3 clusters Score -9525089 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -9525687.000000 Penalty: 3716.306885
	Iteration 2Q: 3 clusters Score -9525687 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -9526533.000000 Penalty: 3716.306885
	Iteration 3Q: 3 clusters Score -9526533 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -9527718.000000 Penalty: 3716.306885
	Iteration 4Q: 3 clusters Score -9527718 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -9529725.000000 Penalty: 3716.306885
	Iteration 5Q: 3 clusters Score -9529725 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -9533131.000000 Penalty: 3716.306885
	Iteration 6F: 3 clusters Score -9533131 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -9538085.000000 Penalty: 3716.306885
	Iteration 7F: 3 clusters Score -9538085 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -9544261.000000 Penalty: 3716.306885
	Iteration 8F: 3 clusters Score -9544261 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72522 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -9549178.000000 Penalty: 3716.306885
	Iteration 9F: 3 clusters Score -9549178 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -9551912.000000 Penalty: 3716.306885
	Iteration 10Q: 3 clusters Score -9551912 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -9553102.000000 Penalty: 3716.306885
	Iteration 11Q: 3 clusters Score -9553102 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -9553939.000000 Penalty: 3716.306885
	Iteration 12Q: 3 clusters Score -9553939 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78783 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -9554600.000000 Penalty: 3716.306885
	Iteration 13Q: 3 clusters Score -9554600 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -9555223.000000 Penalty: 3716.306885
	Iteration 14Q: 3 clusters Score -9555223 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -9555803.000000 Penalty: 3716.306885
	Iteration 15Q: 3 clusters Score -9555803 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -9556227.000000 Penalty: 3716.306885
	Iteration 16Q: 3 clusters Score -9556227 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -9556630.000000 Penalty: 3716.306885
	Iteration 17Q: 3 clusters Score -9556630 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -9556961.000000 Penalty: 3716.306885
	Iteration 18Q: 3 clusters Score -9556961 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -9557321.000000 Penalty: 3716.306885
	Iteration 19Q: 3 clusters Score -9557321 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -9557623.000000 Penalty: 3716.306885
	Iteration 20F: 3 clusters Score -9557623 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85692 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -9557977.000000 Penalty: 3716.306885
	Iteration 21Q: 3 clusters Score -9557977 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -9558235.000000 Penalty: 3716.306885
	Iteration 22Q: 3 clusters Score -9558235 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -9558412.000000 Penalty: 3716.306885
	Iteration 23Q: 3 clusters Score -9558412 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -9558605.000000 Penalty: 3716.306885
	Iteration 24Q: 3 clusters Score -9558605 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -9558719.000000 Penalty: 3716.306885
	Iteration 25Q: 3 clusters Score -9558719 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -9558861.000000 Penalty: 3716.306885
	Iteration 26Q: 3 clusters Score -9558861 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -9558980.000000 Penalty: 3716.306885
	Iteration 27Q: 3 clusters Score -9558980 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88469 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -9559091.000000 Penalty: 3716.306885
	Iteration 28Q: 3 clusters Score -9559091 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9559188.000000 Penalty: 3716.306885
	Iteration 29Q: 3 clusters Score -9559188 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -9559246.000000 Penalty: 3716.306885
	Iteration 30Q: 3 clusters Score -9559246 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -9559311.000000 Penalty: 3716.306885
	Iteration 31Q: 3 clusters Score -9559311 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9559341.000000 Penalty: 3716.306885
	Iteration 32Q: 3 clusters Score -9559341 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -9559396.000000 Penalty: 3716.306885
	Iteration 33Q: 3 clusters Score -9559396 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -9559454.000000 Penalty: 3716.306885
	Iteration 34Q: 3 clusters Score -9559454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9559495.000000 Penalty: 3716.306885
	Iteration 35Q: 3 clusters Score -9559495 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -9559522.000000 Penalty: 3716.306885
	Iteration 36Q: 3 clusters Score -9559522 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -9559548.000000 Penalty: 3716.306885
	Iteration 37Q: 3 clusters Score -9559548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9559572.000000 Penalty: 3716.306885
	Iteration 38Q: 3 clusters Score -9559572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9559595.000000 Penalty: 3716.306885
	Iteration 39Q: 3 clusters Score -9559595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9559607.000000 Penalty: 3716.306885
	Iteration 40F: 3 clusters Score -9559607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9559588.000000 Penalty: 3716.306885
	Iteration 41Q: 3 clusters Score -9559588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -9559611.000000 Penalty: 3716.306885
	Iteration 42Q: 3 clusters Score -9559611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9559599.000000 Penalty: 3716.306885
	Iteration 43Q: 3 clusters Score -9559599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9559607.000000 Penalty: 3716.306885
	Iteration 44Q: 3 clusters Score -9559607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90476 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9559613.000000 Penalty: 3716.306885
	Iteration 45Q: 3 clusters Score -9559613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -9559628.000000 Penalty: 3716.306885
	Iteration 46Q: 3 clusters Score -9559628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9559630.000000 Penalty: 3716.306885
	Iteration 47Q: 3 clusters Score -9559630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9559635.000000 Penalty: 3716.306885
	Iteration 48Q: 3 clusters Score -9559635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9559633.000000 Penalty: 3716.306885
	Iteration 49Q: 3 clusters Score -9559633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9559632.000000 Penalty: 3716.306885
	Iteration 50Q: 3 clusters Score -9559632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9559660.000000 Penalty: 3716.306885
	Iteration 51Q: 3 clusters Score -9559660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9559663.000000 Penalty: 3716.306885
	Iteration 52Q: 3 clusters Score -9559663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9559664.000000 Penalty: 3716.306885
	Iteration 53Q: 3 clusters Score -9559664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9559673.000000 Penalty: 3716.306885
	Iteration 54Q: 3 clusters Score -9559673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9559668.000000 Penalty: 3716.306885
	Iteration 55Q: 3 clusters Score -9559668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9559670.000000 Penalty: 3716.306885
	Iteration 56Q: 3 clusters Score -9559670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9559658.000000 Penalty: 3716.306885
	Iteration 57Q: 3 clusters Score -9559658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9559676.000000 Penalty: 3716.306885
	Iteration 58Q: 3 clusters Score -9559676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9559680.000000 Penalty: 3716.306885
	Iteration 59Q: 3 clusters Score -9559680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9559690.000000 Penalty: 3716.306885
	Iteration 60F: 3 clusters Score -9559690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9559681.000000 Penalty: 3716.306885
	Iteration 61Q: 3 clusters Score -9559681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9559688.000000 Penalty: 3716.306885
	Iteration 62Q: 3 clusters Score -9559688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9559698.000000 Penalty: 3716.306885
	Iteration 63Q: 3 clusters Score -9559698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9559706.000000 Penalty: 3716.306885
	Iteration 64Q: 3 clusters Score -9559706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9559699.000000 Penalty: 3716.306885
	Iteration 65Q: 3 clusters Score -9559699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90836 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9559696.000000 Penalty: 3716.306885
	Iteration 66Q: 3 clusters Score -9559696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90859 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9559701.000000 Penalty: 3716.306885
	Iteration 67Q: 3 clusters Score -9559701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9559715.000000 Penalty: 3716.306885
	Iteration 68Q: 3 clusters Score -9559715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9559724.000000 Penalty: 3716.306885
	Iteration 69Q: 3 clusters Score -9559724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90931 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9559723.000000 Penalty: 3716.306885
	Iteration 70Q: 3 clusters Score -9559723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9559723.000000 Penalty: 3716.306885
	Iteration 71Q: 3 clusters Score -9559723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90965 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9559736.000000 Penalty: 3716.306885
	Iteration 72Q: 3 clusters Score -9559736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9559735.000000 Penalty: 3716.306885
	Iteration 73Q: 3 clusters Score -9559735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -9559742.000000 Penalty: 3716.306885
	Iteration 74Q: 3 clusters Score -9559742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9559754.000000 Penalty: 3716.306885
	Iteration 75Q: 3 clusters Score -9559754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9559751.000000 Penalty: 3716.306885
	Iteration 76Q: 3 clusters Score -9559751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9559756.000000 Penalty: 3716.306885
	Iteration 77Q: 3 clusters Score -9559756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91056 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9559761.000000 Penalty: 3716.306885
	Iteration 78Q: 3 clusters Score -9559761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9559763.000000 Penalty: 3716.306885
	Iteration 79Q: 3 clusters Score -9559763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9559765.000000 Penalty: 3716.306885
	Iteration 80F: 3 clusters Score -9559765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91106 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9559759.000000 Penalty: 3716.306885
	Iteration 81Q: 3 clusters Score -9559759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9559758.000000 Penalty: 3716.306885
	Iteration 82Q: 3 clusters Score -9559758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9559763.000000 Penalty: 3716.306885
	Iteration 83Q: 3 clusters Score -9559763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9559772.000000 Penalty: 3716.306885
	Iteration 84Q: 3 clusters Score -9559772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91132 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9559772.000000 Penalty: 3716.306885
	Iteration 85Q: 3 clusters Score -9559772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9559772.000000 Penalty: 3716.306885
	Iteration 86Q: 3 clusters Score -9559772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9559768.000000 Penalty: 3716.306885
	Iteration 87Q: 3 clusters Score -9559768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9559769.000000 Penalty: 3716.306885
	Iteration 88Q: 3 clusters Score -9559769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9559773.000000 Penalty: 3716.306885
	Iteration 89Q: 3 clusters Score -9559773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9559776.000000 Penalty: 3716.306885
	Iteration 90Q: 3 clusters Score -9559776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9559768.000000 Penalty: 3716.306885
	Iteration 91Q: 3 clusters Score -9559768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91208 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9559774.000000 Penalty: 3716.306885
	Iteration 92Q: 3 clusters Score -9559774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9559785.000000 Penalty: 3716.306885
	Iteration 93Q: 3 clusters Score -9559785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91226 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9559787.000000 Penalty: 3716.306885
	Iteration 94Q: 3 clusters Score -9559787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91228 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9559790.000000 Penalty: 3716.306885
	Iteration 95Q: 3 clusters Score -9559790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9559788.000000 Penalty: 3716.306885
	Iteration 96Q: 3 clusters Score -9559788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91233 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -9559790.000000 Penalty: 3716.306885
	Iteration 97Q: 3 clusters Score -9559790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9559799.000000 Penalty: 3716.306885
	Iteration 98Q: 3 clusters Score -9559799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9559801.000000 Penalty: 3716.306885
	Iteration 99Q: 3 clusters Score -9559801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91252 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9559799.000000 Penalty: 3716.306885
	Iteration 100F: 3 clusters Score -9559799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91256 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -9559803.000000 Penalty: 3716.306885
	Iteration 101Q: 3 clusters Score -9559803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9559801.000000 Penalty: 3716.306885
	Iteration 102Q: 3 clusters Score -9559801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9559807.000000 Penalty: 3716.306885
	Iteration 103Q: 3 clusters Score -9559807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9559811.000000 Penalty: 3716.306885
	Iteration 104Q: 3 clusters Score -9559811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9559804.000000 Penalty: 3716.306885
	Iteration 105Q: 3 clusters Score -9559804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9559802.000000 Penalty: 3716.306885
	Iteration 106Q: 3 clusters Score -9559802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9559813.000000 Penalty: 3716.306885
	Iteration 107Q: 3 clusters Score -9559813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91288 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9559811.000000 Penalty: 3716.306885
	Iteration 108Q: 3 clusters Score -9559811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91288 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9559811.000000 Penalty: 3716.306885
	Iteration 109F: 3 clusters Score -9559811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (82337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Entering Unmasked Estep 
Score: -8478961.000000 Penalty: 1839.268555
	Iteration 0F: 2 clusters Score -8478961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -8424157.000000 Penalty: 3678.537109
	Iteration 0F: 3 clusters Score -8424157 nChanged 39131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -8446665.000000 Penalty: 3678.537109
	Iteration 1F: 3 clusters Score -8446665 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8449404 nChanged 3688
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Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8451174 nChanged 4467
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Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8453959 nChanged 5220
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Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8457851 nChanged 5495
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Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8461990 nChanged 4749
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Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8464516 nChanged 3050
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Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8465462 nChanged 1688
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Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8465863 nChanged 1159
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Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8466052 nChanged 1058
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Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8466312 nChanged 986
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Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8466511 nChanged 1031
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Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8466743 nChanged 984
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Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8466961 nChanged 977
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Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8467167 nChanged 972
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Mstep: Class 1 contains 43836 members 
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8467401 nChanged 995
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Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8467597 nChanged 958
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Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8467833 nChanged 926
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Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8468079 nChanged 907
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Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8468294 nChanged 900
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Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8468453 nChanged 932
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Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8468654 nChanged 918
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Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8468816 nChanged 928
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Mstep: Class 1 contains 46848 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8469041 nChanged 967
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8469268 nChanged 923
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Mstep: Class 1 contains 47910 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8469476 nChanged 895
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8469682 nChanged 853
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Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8469889 nChanged 823
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Mstep: Class 1 contains 49555 members 
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	Iteration 31Q: 3 clusters Score -8470031 nChanged 796
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Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8470252 nChanged 787
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Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8470421 nChanged 762
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Mstep: Class 1 contains 51238 members 
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	Iteration 34Q: 3 clusters Score -8470600 nChanged 761
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	Iteration 35Q: 3 clusters Score -8470765 nChanged 733
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	Iteration 37Q: 3 clusters Score -8471070 nChanged 664
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Mstep: Class 1 contains 54891 members 
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	Iteration 40F: 3 clusters Score -8471366 nChanged 643
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Mstep: Class 1 contains 55524 members 
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	Iteration 41Q: 3 clusters Score -8471492 nChanged 639
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Mstep: Class 1 contains 56157 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8471624 nChanged 638
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Mstep: Class 1 contains 56793 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8471729 nChanged 613
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Mstep: Class 1 contains 57982 members 
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Mstep: Class 1 contains 58575 members 
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	Iteration 46Q: 3 clusters Score -8472013 nChanged 592
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8472233 nChanged 683
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Mstep: Class 1 contains 60467 members 
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	Iteration 49Q: 3 clusters Score -8472318 nChanged 652
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Mstep: Class 1 contains 61119 members 
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	Iteration 50Q: 3 clusters Score -8472455 nChanged 681
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Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8472580 nChanged 689
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	Iteration 52Q: 3 clusters Score -8472722 nChanged 733
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	Iteration 53Q: 3 clusters Score -8472924 nChanged 721
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	Iteration 54Q: 3 clusters Score -8473033 nChanged 750
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	Iteration 55Q: 3 clusters Score -8473220 nChanged 757
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	Iteration 56Q: 3 clusters Score -8473388 nChanged 730
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	Iteration 57Q: 3 clusters Score -8473535 nChanged 714
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	Iteration 58Q: 3 clusters Score -8473702 nChanged 716
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	Iteration 59Q: 3 clusters Score -8473816 nChanged 700
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	Iteration 60F: 3 clusters Score -8474011 nChanged 724
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	Iteration 61Q: 3 clusters Score -8474197 nChanged 715
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Mstep: Class 2 contains 12588 members 
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	Iteration 62Q: 3 clusters Score -8474368 nChanged 733
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	Iteration 63Q: 3 clusters Score -8474534 nChanged 749
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	Iteration 64Q: 3 clusters Score -8474730 nChanged 724
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	Iteration 65Q: 3 clusters Score -8474927 nChanged 715
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	Iteration 66Q: 3 clusters Score -8475129 nChanged 700
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	Iteration 67Q: 3 clusters Score -8475354 nChanged 674
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	Iteration 68Q: 3 clusters Score -8475518 nChanged 623
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	Iteration 69Q: 3 clusters Score -8475723 nChanged 583
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	Iteration 70Q: 3 clusters Score -8475910 nChanged 512
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	Iteration 71Q: 3 clusters Score -8476049 nChanged 502
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	Iteration 72Q: 3 clusters Score -8476203 nChanged 459
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	Iteration 73Q: 3 clusters Score -8476342 nChanged 411
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	Iteration 76Q: 3 clusters Score -8476634 nChanged 357
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	Iteration 78Q: 3 clusters Score -8476817 nChanged 274
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	Iteration 79Q: 3 clusters Score -8476937 nChanged 244
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	Iteration 80F: 3 clusters Score -8477040 nChanged 224
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	Iteration 81Q: 3 clusters Score -8477087 nChanged 189
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	Iteration 82Q: 3 clusters Score -8477136 nChanged 193
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	Iteration 83Q: 3 clusters Score -8477203 nChanged 183
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	Iteration 84Q: 3 clusters Score -8477273 nChanged 163
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	Iteration 85Q: 3 clusters Score -8477330 nChanged 135
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	Iteration 86Q: 3 clusters Score -8477376 nChanged 119
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	Iteration 87Q: 3 clusters Score -8477404 nChanged 112
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	Iteration 89Q: 3 clusters Score -8477453 nChanged 85
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	Iteration 90Q: 3 clusters Score -8477480 nChanged 78
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	Iteration 91Q: 3 clusters Score -8477503 nChanged 73
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	Iteration 93Q: 3 clusters Score -8477516 nChanged 40
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	Iteration 94Q: 3 clusters Score -8477533 nChanged 33
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	Iteration 95Q: 3 clusters Score -8477538 nChanged 28
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Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8477557.000000 Penalty: 3678.537109
	Iteration 96Q: 3 clusters Score -8477557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8477562.000000 Penalty: 3678.537109
	Iteration 97Q: 3 clusters Score -8477562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8477559.000000 Penalty: 3678.537109
	Iteration 98Q: 3 clusters Score -8477559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8477561.000000 Penalty: 3678.537109
	Iteration 99Q: 3 clusters Score -8477561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8477567.000000 Penalty: 3678.537109
	Iteration 100F: 3 clusters Score -8477567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8477578.000000 Penalty: 3678.537109
	Iteration 101Q: 3 clusters Score -8477578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8477590.000000 Penalty: 3678.537109
	Iteration 102Q: 3 clusters Score -8477590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8477583.000000 Penalty: 3678.537109
	Iteration 103Q: 3 clusters Score -8477583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8477587.000000 Penalty: 3678.537109
	Iteration 104Q: 3 clusters Score -8477587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8477587.000000 Penalty: 3678.537109
	Iteration 105Q: 3 clusters Score -8477587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8477599.000000 Penalty: 3678.537109
	Iteration 106Q: 3 clusters Score -8477599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8477597.000000 Penalty: 3678.537109
	Iteration 107Q: 3 clusters Score -8477597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8477609.000000 Penalty: 3678.537109
	Iteration 108Q: 3 clusters Score -8477609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8477607.000000 Penalty: 3678.537109
	Iteration 109Q: 3 clusters Score -8477607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8477607.000000 Penalty: 3678.537109
	Iteration 110F: 3 clusters Score -8477607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (88392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Entering Unmasked Estep 
Score: -9118912.000000 Penalty: 1850.799683
	Iteration 0F: 2 clusters Score -9118912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -9059791.000000 Penalty: 3701.599365
	Iteration 0F: 3 clusters Score -9059791 nChanged 42293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -9084151.000000 Penalty: 3701.599365
	Iteration 1F: 3 clusters Score -9084151 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -9084810.000000 Penalty: 3701.599365
	Iteration 2Q: 3 clusters Score -9084810 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -9085690.000000 Penalty: 3701.599365
	Iteration 3Q: 3 clusters Score -9085690 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -9086810.000000 Penalty: 3701.599365
	Iteration 4Q: 3 clusters Score -9086810 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -9088665.000000 Penalty: 3701.599365
	Iteration 5Q: 3 clusters Score -9088665 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -9091303.000000 Penalty: 3701.599365
	Iteration 6Q: 3 clusters Score -9091303 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -9094740.000000 Penalty: 3701.599365
	Iteration 7F: 3 clusters Score -9094740 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -9098639.000000 Penalty: 3701.599365
	Iteration 8F: 3 clusters Score -9098639 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -9102111.000000 Penalty: 3701.599365
	Iteration 9F: 3 clusters Score -9102111 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -9104658.000000 Penalty: 3701.599365
	Iteration 10Q: 3 clusters Score -9104658 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -9105853.000000 Penalty: 3701.599365
	Iteration 11Q: 3 clusters Score -9105853 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -9106494.000000 Penalty: 3701.599365
	Iteration 12Q: 3 clusters Score -9106494 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -9106981.000000 Penalty: 3701.599365
	Iteration 13Q: 3 clusters Score -9106981 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -9107379.000000 Penalty: 3701.599365
	Iteration 14Q: 3 clusters Score -9107379 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -9107792.000000 Penalty: 3701.599365
	Iteration 15Q: 3 clusters Score -9107792 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -9108195.000000 Penalty: 3701.599365
	Iteration 16Q: 3 clusters Score -9108195 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -9108590.000000 Penalty: 3701.599365
	Iteration 17Q: 3 clusters Score -9108590 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -9109080.000000 Penalty: 3701.599365
	Iteration 18Q: 3 clusters Score -9109080 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -9109533.000000 Penalty: 3701.599365
	Iteration 19Q: 3 clusters Score -9109533 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -9109972.000000 Penalty: 3701.599365
	Iteration 20F: 3 clusters Score -9109972 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -9110470.000000 Penalty: 3701.599365
	Iteration 21Q: 3 clusters Score -9110470 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 74682 members 
Entering Unmasked Estep 
Score: -9110902.000000 Penalty: 3701.599365
	Iteration 22Q: 3 clusters Score -9110902 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -9111385.000000 Penalty: 3701.599365
	Iteration 23Q: 3 clusters Score -9111385 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -9111900.000000 Penalty: 3701.599365
	Iteration 24Q: 3 clusters Score -9111900 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -9112438.000000 Penalty: 3701.599365
	Iteration 25Q: 3 clusters Score -9112438 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -9113068.000000 Penalty: 3701.599365
	Iteration 26Q: 3 clusters Score -9113068 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -9113684.000000 Penalty: 3701.599365
	Iteration 27Q: 3 clusters Score -9113684 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -9114231.000000 Penalty: 3701.599365
	Iteration 28Q: 3 clusters Score -9114231 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -9114697.000000 Penalty: 3701.599365
	Iteration 29Q: 3 clusters Score -9114697 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -9115265.000000 Penalty: 3701.599365
	Iteration 30Q: 3 clusters Score -9115265 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -9115647.000000 Penalty: 3701.599365
	Iteration 31Q: 3 clusters Score -9115647 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -9116037.000000 Penalty: 3701.599365
	Iteration 32Q: 3 clusters Score -9116037 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -9116342.000000 Penalty: 3701.599365
	Iteration 33Q: 3 clusters Score -9116342 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 86553 members 
Entering Unmasked Estep 
Score: -9116598.000000 Penalty: 3701.599365
	Iteration 34Q: 3 clusters Score -9116598 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -9116781.000000 Penalty: 3701.599365
	Iteration 35Q: 3 clusters Score -9116781 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -9116929.000000 Penalty: 3701.599365
	Iteration 36Q: 3 clusters Score -9116929 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -9117004.000000 Penalty: 3701.599365
	Iteration 37Q: 3 clusters Score -9117004 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -9117065.000000 Penalty: 3701.599365
	Iteration 38Q: 3 clusters Score -9117065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 87516 members 
Entering Unmasked Estep 
Score: -9117101.000000 Penalty: 3701.599365
	Iteration 39Q: 3 clusters Score -9117101 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -9117158.000000 Penalty: 3701.599365
	Iteration 40F: 3 clusters Score -9117158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -9117199.000000 Penalty: 3701.599365
	Iteration 41Q: 3 clusters Score -9117199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -9117207.000000 Penalty: 3701.599365
	Iteration 42Q: 3 clusters Score -9117207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -9117246.000000 Penalty: 3701.599365
	Iteration 43Q: 3 clusters Score -9117246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 87794 members 
Entering Unmasked Estep 
Score: -9117268.000000 Penalty: 3701.599365
	Iteration 44Q: 3 clusters Score -9117268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 87813 members 
Entering Unmasked Estep 
Score: -9117286.000000 Penalty: 3701.599365
	Iteration 45Q: 3 clusters Score -9117286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -9117294.000000 Penalty: 3701.599365
	Iteration 46Q: 3 clusters Score -9117294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 87850 members 
Entering Unmasked Estep 
Score: -9117306.000000 Penalty: 3701.599365
	Iteration 47Q: 3 clusters Score -9117306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -9117313.000000 Penalty: 3701.599365
	Iteration 48Q: 3 clusters Score -9117313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -9117330.000000 Penalty: 3701.599365
	Iteration 49Q: 3 clusters Score -9117330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -9117330.000000 Penalty: 3701.599365
	Iteration 50Q: 3 clusters Score -9117330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -9117338.000000 Penalty: 3701.599365
	Iteration 51Q: 3 clusters Score -9117338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -9117336.000000 Penalty: 3701.599365
	Iteration 52Q: 3 clusters Score -9117336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -9117338.000000 Penalty: 3701.599365
	Iteration 53Q: 3 clusters Score -9117338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -9117348.000000 Penalty: 3701.599365
	Iteration 54Q: 3 clusters Score -9117348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -9117347.000000 Penalty: 3701.599365
	Iteration 55Q: 3 clusters Score -9117347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -9117353.000000 Penalty: 3701.599365
	Iteration 56Q: 3 clusters Score -9117353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -9117345.000000 Penalty: 3701.599365
	Iteration 57Q: 3 clusters Score -9117345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -9117346.000000 Penalty: 3701.599365
	Iteration 58Q: 3 clusters Score -9117346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -9117353.000000 Penalty: 3701.599365
	Iteration 59Q: 3 clusters Score -9117353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -9117356.000000 Penalty: 3701.599365
	Iteration 60F: 3 clusters Score -9117356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -9117358.000000 Penalty: 3701.599365
	Iteration 61Q: 3 clusters Score -9117358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -9117362.000000 Penalty: 3701.599365
	Iteration 62Q: 3 clusters Score -9117362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -9117364.000000 Penalty: 3701.599365
	Iteration 63Q: 3 clusters Score -9117364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -9117367.000000 Penalty: 3701.599365
	Iteration 64Q: 3 clusters Score -9117367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -9117368.000000 Penalty: 3701.599365
	Iteration 65Q: 3 clusters Score -9117368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -9117367.000000 Penalty: 3701.599365
	Iteration 66Q: 3 clusters Score -9117367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -9117363.000000 Penalty: 3701.599365
	Iteration 67Q: 3 clusters Score -9117363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -9117363.000000 Penalty: 3701.599365
	Iteration 68Q: 3 clusters Score -9117363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -9117368.000000 Penalty: 3701.599365
	Iteration 69Q: 3 clusters Score -9117368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -9117367.000000 Penalty: 3701.599365
	Iteration 70Q: 3 clusters Score -9117367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -9117367.000000 Penalty: 3701.599365
	Iteration 71F: 3 clusters Score -9117367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 33686 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56313 members 
Mstep: Class 6 contains 3338 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40302 members 
Mstep: Class 11 contains 81218 members 
Mstep: Class 12 contains 337343 members 
Mstep: Class 14 contains 58099 members 
Mstep: Class 16 contains 4134 members 
Mstep: Class 17 contains 92484 members 
Mstep: Class 20 contains 82337 members 
Mstep: Class 21 contains 88392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146656.000000 Penalty: 33526.671875
Iteration 479Q: 16 clusters Score -9.414666e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 33686 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56311 members 
Mstep: Class 6 contains 3338 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40304 members 
Mstep: Class 11 contains 81200 members 
Mstep: Class 12 contains 337335 members 
Mstep: Class 14 contains 58087 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 92486 members 
Mstep: Class 20 contains 82345 members 
Mstep: Class 21 contains 88402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146656.000000 Penalty: 33526.671875
Iteration 480F: 16 clusters Score -9.414666e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 33684 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56314 members 
Mstep: Class 6 contains 3337 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40309 members 
Mstep: Class 11 contains 81177 members 
Mstep: Class 12 contains 337317 members 
Mstep: Class 14 contains 58089 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 92496 members 
Mstep: Class 20 contains 82354 members 
Mstep: Class 21 contains 88408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146680.000000 Penalty: 33526.671875
Iteration 481Q: 16 clusters Score -9.414668e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 33682 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56320 members 
Mstep: Class 6 contains 3337 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40309 members 
Mstep: Class 11 contains 81155 members 
Mstep: Class 12 contains 337318 members 
Mstep: Class 14 contains 58085 members 
Mstep: Class 16 contains 4170 members 
Mstep: Class 17 contains 92503 members 
Mstep: Class 20 contains 82355 members 
Mstep: Class 21 contains 88415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146656.000000 Penalty: 33526.671875
Iteration 482Q: 16 clusters Score -9.414666e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 33684 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56324 members 
Mstep: Class 6 contains 3337 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40309 members 
Mstep: Class 11 contains 81138 members 
Mstep: Class 12 contains 337301 members 
Mstep: Class 14 contains 58074 members 
Mstep: Class 16 contains 4187 members 
Mstep: Class 17 contains 92513 members 
Mstep: Class 20 contains 82355 members 
Mstep: Class 21 contains 88428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146680.000000 Penalty: 33526.671875
Iteration 483Q: 16 clusters Score -9.414668e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 33691 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56325 members 
Mstep: Class 6 contains 3337 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40311 members 
Mstep: Class 11 contains 81121 members 
Mstep: Class 12 contains 337270 members 
Mstep: Class 14 contains 58073 members 
Mstep: Class 16 contains 4202 members 
Mstep: Class 17 contains 92519 members 
Mstep: Class 20 contains 82356 members 
Mstep: Class 21 contains 88442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146816.000000 Penalty: 33526.671875
Iteration 484Q: 16 clusters Score -9.414682e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 33691 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56324 members 
Mstep: Class 6 contains 3337 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40306 members 
Mstep: Class 11 contains 81101 members 
Mstep: Class 12 contains 337253 members 
Mstep: Class 14 contains 58065 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 92521 members 
Mstep: Class 20 contains 82363 members 
Mstep: Class 21 contains 88463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146944.000000 Penalty: 33526.671875
Iteration 485Q: 16 clusters Score -9.414694e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 33688 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56320 members 
Mstep: Class 6 contains 3337 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40304 members 
Mstep: Class 11 contains 81087 members 
Mstep: Class 12 contains 337235 members 
Mstep: Class 14 contains 58057 members 
Mstep: Class 16 contains 4246 members 
Mstep: Class 17 contains 92529 members 
Mstep: Class 20 contains 82364 members 
Mstep: Class 21 contains 88476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146952.000000 Penalty: 33526.671875
Iteration 486Q: 16 clusters Score -9.414695e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 33686 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56318 members 
Mstep: Class 6 contains 3338 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40303 members 
Mstep: Class 11 contains 81079 members 
Mstep: Class 12 contains 337229 members 
Mstep: Class 14 contains 58054 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 92530 members 
Mstep: Class 20 contains 82364 members 
Mstep: Class 21 contains 88483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146976.000000 Penalty: 33526.671875
Iteration 487Q: 16 clusters Score -9.414698e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 33684 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56315 members 
Mstep: Class 6 contains 3338 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40300 members 
Mstep: Class 11 contains 81069 members 
Mstep: Class 12 contains 337216 members 
Mstep: Class 14 contains 58053 members 
Mstep: Class 16 contains 4267 members 
Mstep: Class 17 contains 92535 members 
Mstep: Class 20 contains 82359 members 
Mstep: Class 21 contains 88497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147040.000000 Penalty: 33526.671875
Iteration 488Q: 16 clusters Score -9.414704e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 33683 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56313 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40301 members 
Mstep: Class 11 contains 81061 members 
Mstep: Class 12 contains 337206 members 
Mstep: Class 14 contains 58050 members 
Mstep: Class 16 contains 4272 members 
Mstep: Class 17 contains 92545 members 
Mstep: Class 20 contains 82358 members 
Mstep: Class 21 contains 88501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147024.000000 Penalty: 33526.671875
Iteration 489Q: 16 clusters Score -9.414702e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 33681 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56316 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40303 members 
Mstep: Class 11 contains 81052 members 
Mstep: Class 12 contains 337188 members 
Mstep: Class 14 contains 58050 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 92547 members 
Mstep: Class 20 contains 82358 members 
Mstep: Class 21 contains 88503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147120.000000 Penalty: 33526.671875
Iteration 490Q: 16 clusters Score -9.414712e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 33678 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56315 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40302 members 
Mstep: Class 11 contains 81041 members 
Mstep: Class 12 contains 337179 members 
Mstep: Class 14 contains 58044 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 92558 members 
Mstep: Class 20 contains 82357 members 
Mstep: Class 21 contains 88497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147136.000000 Penalty: 33526.671875
Iteration 491Q: 16 clusters Score -9.414714e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 33676 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56311 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40294 members 
Mstep: Class 11 contains 81035 members 
Mstep: Class 12 contains 337172 members 
Mstep: Class 14 contains 58037 members 
Mstep: Class 16 contains 4338 members 
Mstep: Class 17 contains 92574 members 
Mstep: Class 20 contains 82354 members 
Mstep: Class 21 contains 88494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147096.000000 Penalty: 33526.671875
Iteration 492Q: 16 clusters Score -9.41471e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 33674 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56309 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 11 contains 81029 members 
Mstep: Class 12 contains 337157 members 
Mstep: Class 14 contains 58033 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 92578 members 
Mstep: Class 20 contains 82355 members 
Mstep: Class 21 contains 88497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147056.000000 Penalty: 33526.671875
Iteration 493Q: 16 clusters Score -9.414706e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 33668 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56308 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40292 members 
Mstep: Class 11 contains 81021 members 
Mstep: Class 12 contains 337146 members 
Mstep: Class 14 contains 58032 members 
Mstep: Class 16 contains 4384 members 
Mstep: Class 17 contains 92580 members 
Mstep: Class 20 contains 82357 members 
Mstep: Class 21 contains 88496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147040.000000 Penalty: 33526.671875
Iteration 494Q: 16 clusters Score -9.414704e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 33665 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56306 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 11 contains 81009 members 
Mstep: Class 12 contains 337136 members 
Mstep: Class 14 contains 58029 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 17 contains 92586 members 
Mstep: Class 20 contains 82355 members 
Mstep: Class 21 contains 88498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147056.000000 Penalty: 33526.671875
Iteration 495Q: 16 clusters Score -9.414706e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 33664 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56303 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40290 members 
Mstep: Class 11 contains 81004 members 
Mstep: Class 12 contains 337125 members 
Mstep: Class 14 contains 58022 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 92591 members 
Mstep: Class 20 contains 82356 members 
Mstep: Class 21 contains 88499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94146992.000000 Penalty: 33526.671875
Iteration 496Q: 16 clusters Score -9.414699e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 33664 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56298 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40287 members 
Mstep: Class 11 contains 80998 members 
Mstep: Class 12 contains 337122 members 
Mstep: Class 14 contains 58021 members 
Mstep: Class 16 contains 4448 members 
Mstep: Class 17 contains 92586 members 
Mstep: Class 20 contains 82358 members 
Mstep: Class 21 contains 88498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147096.000000 Penalty: 33526.671875
Iteration 497Q: 16 clusters Score -9.41471e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 33659 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56297 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40289 members 
Mstep: Class 11 contains 80986 members 
Mstep: Class 12 contains 337105 members 
Mstep: Class 14 contains 58018 members 
Mstep: Class 16 contains 4473 members 
Mstep: Class 17 contains 92588 members 
Mstep: Class 20 contains 82355 members 
Mstep: Class 21 contains 88509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147112.000000 Penalty: 33526.671875
Iteration 498Q: 16 clusters Score -9.414711e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 33658 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56298 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 5890 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40288 members 
Mstep: Class 11 contains 80979 members 
Mstep: Class 12 contains 337091 members 
Mstep: Class 14 contains 58015 members 
Mstep: Class 16 contains 4493 members 
Mstep: Class 17 contains 92585 members 
Mstep: Class 20 contains 82348 members 
Mstep: Class 21 contains 88524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147104.000000 Penalty: 33526.671875
Iteration 499Q: 16 clusters Score -9.41471e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 33654 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 56295 members 
Mstep: Class 6 contains 3337 members 
Mstep: Class 7 contains 5889 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 40287 members 
Mstep: Class 11 contains 80970 members 
Mstep: Class 12 contains 337071 members 
Mstep: Class 14 contains 58009 members 
Mstep: Class 16 contains 4518 members 
Mstep: Class 17 contains 92590 members 
Mstep: Class 20 contains 82343 members 
Mstep: Class 21 contains 88538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94147152.000000 Penalty: 33526.671875
Iteration 500F: 16 clusters Score -9.414715e+07 nChanged 116
Maximum iterations exceeded
--- Evaluating fit on full set of 2822530 points ---
Entering Unmasked Estep 
Score: -279213024.000000 Penalty: 36204.539062
23->16 Clusters: Score -279213024.000000, best is -279355232.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 940843 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 40878 members 
Mstep: Class 3 contains 40954 members 
Mstep: Class 4 contains 41064 members 
Mstep: Class 5 contains 40943 members 
Mstep: Class 6 contains 40863 members 
Mstep: Class 7 contains 40815 members 
Mstep: Class 8 contains 40775 members 
Mstep: Class 9 contains 40708 members 
Mstep: Class 10 contains 40963 members 
Mstep: Class 11 contains 41070 members 
Mstep: Class 12 contains 40914 members 
Mstep: Class 13 contains 40724 members 
Mstep: Class 14 contains 40825 members 
Mstep: Class 15 contains 40999 members 
Mstep: Class 16 contains 40830 members 
Mstep: Class 17 contains 40912 members 
Mstep: Class 18 contains 40640 members 
Mstep: Class 19 contains 41172 members 
Mstep: Class 20 contains 40807 members 
Mstep: Class 21 contains 40768 members 
Mstep: Class 22 contains 41047 members 
Mstep: Class 23 contains 41197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 873.655823 but Gain 2235.109375
Score: -90938080.000000 Penalty: 49172.453125
Iteration 0F: 23 clusters Score -9.093808e+07 nChanged 895575
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 29747 members 
Mstep: Class 3 contains 107753 members 
Mstep: Class 4 contains 29064 members 
Mstep: Class 5 contains 107730 members 
Mstep: Class 6 contains 33608 members 
Mstep: Class 7 contains 26831 members 
Mstep: Class 8 contains 46816 members 
Mstep: Class 9 contains 67453 members 
Mstep: Class 10 contains 30171 members 
Mstep: Class 11 contains 44326 members 
Mstep: Class 12 contains 21298 members 
Mstep: Class 13 contains 25224 members 
Mstep: Class 14 contains 25975 members 
Mstep: Class 15 contains 26448 members 
Mstep: Class 16 contains 38732 members 
Mstep: Class 17 contains 31419 members 
Mstep: Class 18 contains 95991 members 
Mstep: Class 19 contains 24239 members 
Mstep: Class 21 contains 33769 members 
Mstep: Class 22 contains 39759 members 
Mstep: Class 23 contains 29518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93038208.000000 Penalty: 49172.453125
Iteration 1F: 23 clusters Score -9.303821e+07 nChanged 279543
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 26375 members 
Mstep: Class 3 contains 109265 members 
Mstep: Class 4 contains 21608 members 
Mstep: Class 5 contains 149028 members 
Mstep: Class 6 contains 35146 members 
Mstep: Class 7 contains 18130 members 
Mstep: Class 8 contains 49343 members 
Mstep: Class 9 contains 79292 members 
Mstep: Class 10 contains 26957 members 
Mstep: Class 11 contains 50494 members 
Mstep: Class 12 contains 10524 members 
Mstep: Class 13 contains 19556 members 
Mstep: Class 14 contains 24036 members 
Mstep: Class 15 contains 24922 members 
Mstep: Class 16 contains 38768 members 
Mstep: Class 17 contains 27321 members 
Mstep: Class 18 contains 101044 members 
Mstep: Class 19 contains 17020 members 
Mstep: Class 21 contains 26723 members 
Mstep: Class 22 contains 40629 members 
Mstep: Class 23 contains 26321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93294616.000000 Penalty: 49172.453125
Iteration 2F: 23 clusters Score -9.329462e+07 nChanged 195624
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 24752 members 
Mstep: Class 3 contains 122383 members 
Mstep: Class 4 contains 15266 members 
Mstep: Class 5 contains 209066 members 
Mstep: Class 6 contains 33298 members 
Mstep: Class 7 contains 11460 members 
Mstep: Class 8 contains 50005 members 
Mstep: Class 9 contains 82213 members 
Mstep: Class 10 contains 21577 members 
Mstep: Class 11 contains 48418 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 12618 members 
Mstep: Class 14 contains 22969 members 
Mstep: Class 15 contains 22123 members 
Mstep: Class 16 contains 33541 members 
Mstep: Class 17 contains 20553 members 
Mstep: Class 18 contains 102270 members 
Mstep: Class 19 contains 11894 members 
Mstep: Class 21 contains 20097 members 
Mstep: Class 22 contains 35555 members 
Mstep: Class 23 contains 21997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93468456.000000 Penalty: 49172.453125
Iteration 3F: 23 clusters Score -9.346846e+07 nChanged 170270
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 23060 members 
Mstep: Class 3 contains 145999 members 
Mstep: Class 4 contains 9512 members 
Mstep: Class 5 contains 285135 members 
Mstep: Class 6 contains 28966 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 47720 members 
Mstep: Class 9 contains 77804 members 
Mstep: Class 10 contains 15228 members 
Mstep: Class 11 contains 40956 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 21942 members 
Mstep: Class 15 contains 19070 members 
Mstep: Class 16 contains 26511 members 
Mstep: Class 17 contains 13363 members 
Mstep: Class 18 contains 96175 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 21 contains 13402 members 
Mstep: Class 22 contains 26440 members 
Mstep: Class 23 contains 16684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1567.198120 but Gain 2235.113281
Score: -93630848.000000 Penalty: 46937.339844
Iteration 4F: 22 clusters Score -9.363085e+07 nChanged 159169
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 174150 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 366106 members 
Mstep: Class 6 contains 23209 members 
Mstep: Class 7 contains 3152 members 
Mstep: Class 8 contains 42606 members 
Mstep: Class 9 contains 65447 members 
Mstep: Class 10 contains 9319 members 
Mstep: Class 11 contains 31560 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 14 contains 20993 members 
Mstep: Class 15 contains 16985 members 
Mstep: Class 16 contains 19864 members 
Mstep: Class 17 contains 7404 members 
Mstep: Class 18 contains 85047 members 
Mstep: Class 19 contains 4892 members 
Mstep: Class 21 contains 7569 members 
Mstep: Class 22 contains 16330 members 
Mstep: Class 23 contains 11486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1551.594849 but Gain 2235.109375
Score: -93750120.000000 Penalty: 44702.230469
Iteration 5F: 21 clusters Score -9.375012e+07 nChanged 142699
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 208921 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 421816 members 
Mstep: Class 6 contains 18263 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 37295 members 
Mstep: Class 9 contains 50330 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 23743 members 
Mstep: Class 14 contains 21414 members 
Mstep: Class 15 contains 16895 members 
Mstep: Class 16 contains 14664 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 72953 members 
Mstep: Class 19 contains 3027 members 
Mstep: Class 21 contains 3977 members 
Mstep: Class 22 contains 8594 members 
Mstep: Class 23 contains 7643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1102.684082 but Gain 2235.113281
Score: -93804064.000000 Penalty: 42467.117188
Iteration 6F: 20 clusters Score -9.380406e+07 nChanged 109804
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11660 members 
Mstep: Class 3 contains 249522 members 
Mstep: Class 5 contains 431395 members 
Mstep: Class 6 contains 15399 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 35602 members 
Mstep: Class 9 contains 38141 members 
Mstep: Class 10 contains 2778 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 14 contains 23443 members 
Mstep: Class 15 contains 18664 members 
Mstep: Class 16 contains 11553 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 63848 members 
Mstep: Class 19 contains 2168 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 4469 members 
Mstep: Class 23 contains 5217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 994.400024 but Gain 2235.113281
Score: -93851000.000000 Penalty: 40232.003906
Iteration 7F: 19 clusters Score -9.3851e+07 nChanged 84090
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9833 members 
Mstep: Class 3 contains 287755 members 
Mstep: Class 5 contains 415986 members 
Mstep: Class 6 contains 13836 members 
Mstep: Class 7 contains 2133 members 
Mstep: Class 8 contains 36280 members 
Mstep: Class 9 contains 28728 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 16993 members 
Mstep: Class 14 contains 26348 members 
Mstep: Class 15 contains 21460 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 18 contains 59513 members 
Mstep: Class 19 contains 1834 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 979.413025 but Gain 2235.109375
Score: -93894968.000000 Penalty: 37996.894531
Iteration 8F: 18 clusters Score -9.389497e+07 nChanged 66338
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 9014 members 
Mstep: Class 3 contains 319736 members 
Mstep: Class 5 contains 391763 members 
Mstep: Class 6 contains 13134 members 
Mstep: Class 7 contains 2480 members 
Mstep: Class 8 contains 38157 members 
Mstep: Class 9 contains 21841 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 15272 members 
Mstep: Class 14 contains 29623 members 
Mstep: Class 15 contains 24535 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 18 contains 58513 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 23 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1186.109253 but Gain 2235.113281
Score: -93941320.000000 Penalty: 35761.781250
Iteration 9F: 17 clusters Score -9.394132e+07 nChanged 58662
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 8675 members 
Mstep: Class 3 contains 348639 members 
Mstep: Class 5 contains 363559 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 39740 members 
Mstep: Class 9 contains 16914 members 
Mstep: Class 10 contains 1071 members 
Mstep: Class 11 contains 14119 members 
Mstep: Class 14 contains 33063 members 
Mstep: Class 15 contains 27755 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 18 contains 58947 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 22 contains 1287 members 
Mstep: Class 23 contains 1870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1212.964355 but Gain 2235.109375
Score: -93966704.000000 Penalty: 33526.671875
Iteration 10F: 16 clusters Score -9.39667e+07 nChanged 53426
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 8566 members 
Mstep: Class 3 contains 370104 members 
Mstep: Class 5 contains 338460 members 
Mstep: Class 6 contains 13302 members 
Mstep: Class 7 contains 2768 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 13535 members 
Mstep: Class 11 contains 13228 members 
Mstep: Class 14 contains 36894 members 
Mstep: Class 15 contains 30948 members 
Mstep: Class 16 contains 7867 members 
Mstep: Class 18 contains 60508 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 22 contains 1245 members 
Mstep: Class 23 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1399.686157 but Gain 2235.111328
Score: -93971376.000000 Penalty: 31291.560547
Iteration 11F: 15 clusters Score -9.397138e+07 nChanged 44125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 8342 members 
Mstep: Class 3 contains 379450 members 
Mstep: Class 5 contains 322540 members 
Mstep: Class 6 contains 14445 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 39817 members 
Mstep: Class 9 contains 11579 members 
Mstep: Class 11 contains 12567 members 
Mstep: Class 14 contains 41099 members 
Mstep: Class 15 contains 34231 members 
Mstep: Class 16 contains 8035 members 
Mstep: Class 18 contains 62754 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 22 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93974480.000000 Penalty: 31291.560547
Iteration 12Q: 15 clusters Score -9.397448e+07 nChanged 34661
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 379404 members 
Mstep: Class 5 contains 313674 members 
Mstep: Class 6 contains 16195 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 39196 members 
Mstep: Class 9 contains 10385 members 
Mstep: Class 11 contains 11747 members 
Mstep: Class 14 contains 45190 members 
Mstep: Class 15 contains 37662 members 
Mstep: Class 16 contains 8372 members 
Mstep: Class 18 contains 64681 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 22 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93981592.000000 Penalty: 31291.560547
Iteration 13Q: 15 clusters Score -9.398159e+07 nChanged 29280
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 8006 members 
Mstep: Class 3 contains 375138 members 
Mstep: Class 5 contains 308592 members 
Mstep: Class 6 contains 18519 members 
Mstep: Class 7 contains 2942 members 
Mstep: Class 8 contains 38554 members 
Mstep: Class 9 contains 9625 members 
Mstep: Class 11 contains 10860 members 
Mstep: Class 14 contains 49132 members 
Mstep: Class 15 contains 41327 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 18 contains 65874 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 22 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93993080.000000 Penalty: 31291.560547
Iteration 14Q: 15 clusters Score -9.399308e+07 nChanged 26688
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 7819 members 
Mstep: Class 3 contains 369306 members 
Mstep: Class 5 contains 305266 members 
Mstep: Class 6 contains 21265 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 38036 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 14 contains 52783 members 
Mstep: Class 15 contains 45027 members 
Mstep: Class 16 contains 9412 members 
Mstep: Class 18 contains 66438 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 22 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94006728.000000 Penalty: 31291.560547
Iteration 15Q: 15 clusters Score -9.400673e+07 nChanged 24787
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 7579 members 
Mstep: Class 3 contains 363385 members 
Mstep: Class 5 contains 302548 members 
Mstep: Class 6 contains 24264 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 37602 members 
Mstep: Class 9 contains 8623 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 14 contains 56048 members 
Mstep: Class 15 contains 48632 members 
Mstep: Class 16 contains 10050 members 
Mstep: Class 18 contains 66464 members 
Mstep: Class 19 contains 2010 members 
Mstep: Class 22 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94021472.000000 Penalty: 31291.560547
Iteration 16Q: 15 clusters Score -9.402147e+07 nChanged 22983
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 7261 members 
Mstep: Class 3 contains 357834 members 
Mstep: Class 5 contains 300370 members 
Mstep: Class 6 contains 27358 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 37318 members 
Mstep: Class 9 contains 8312 members 
Mstep: Class 11 contains 7801 members 
Mstep: Class 14 contains 58851 members 
Mstep: Class 15 contains 51912 members 
Mstep: Class 16 contains 10709 members 
Mstep: Class 18 contains 66169 members 
Mstep: Class 19 contains 2071 members 
Mstep: Class 22 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94034280.000000 Penalty: 31291.560547
Iteration 17Q: 15 clusters Score -9.403428e+07 nChanged 20614
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6970 members 
Mstep: Class 3 contains 352810 members 
Mstep: Class 5 contains 298646 members 
Mstep: Class 6 contains 30406 members 
Mstep: Class 7 contains 2958 members 
Mstep: Class 8 contains 37118 members 
Mstep: Class 9 contains 8165 members 
Mstep: Class 11 contains 6755 members 
Mstep: Class 14 contains 60973 members 
Mstep: Class 15 contains 54825 members 
Mstep: Class 16 contains 11387 members 
Mstep: Class 18 contains 65695 members 
Mstep: Class 19 contains 2097 members 
Mstep: Class 22 contains 2013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94044864.000000 Penalty: 31291.560547
Iteration 18Q: 15 clusters Score -9.404486e+07 nChanged 18816
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6632 members 
Mstep: Class 3 contains 348274 members 
Mstep: Class 5 contains 297370 members 
Mstep: Class 6 contains 33312 members 
Mstep: Class 7 contains 2939 members 
Mstep: Class 8 contains 36947 members 
Mstep: Class 9 contains 8133 members 
Mstep: Class 11 contains 5800 members 
Mstep: Class 14 contains 62566 members 
Mstep: Class 15 contains 57549 members 
Mstep: Class 16 contains 12054 members 
Mstep: Class 18 contains 65009 members 
Mstep: Class 19 contains 2112 members 
Mstep: Class 22 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94053112.000000 Penalty: 31291.560547
Iteration 19Q: 15 clusters Score -9.405311e+07 nChanged 17052
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 344025 members 
Mstep: Class 5 contains 296563 members 
Mstep: Class 6 contains 35979 members 
Mstep: Class 7 contains 2912 members 
Mstep: Class 8 contains 36811 members 
Mstep: Class 9 contains 8313 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 14 contains 63801 members 
Mstep: Class 15 contains 60003 members 
Mstep: Class 16 contains 12626 members 
Mstep: Class 18 contains 64236 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 22 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94061888.000000 Penalty: 31291.560547
Iteration 20F: 15 clusters Score -9.406189e+07 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 5901 members 
Mstep: Class 3 contains 340020 members 
Mstep: Class 5 contains 295319 members 
Mstep: Class 6 contains 38822 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 36644 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 11 contains 4113 members 
Mstep: Class 14 contains 64603 members 
Mstep: Class 15 contains 61996 members 
Mstep: Class 16 contains 13226 members 
Mstep: Class 18 contains 63485 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 22 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94070368.000000 Penalty: 31291.560547
Iteration 21Q: 15 clusters Score -9.407037e+07 nChanged 15967
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 336212 members 
Mstep: Class 5 contains 294299 members 
Mstep: Class 6 contains 41358 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 36488 members 
Mstep: Class 9 contains 10248 members 
Mstep: Class 11 contains 3425 members 
Mstep: Class 14 contains 65048 members 
Mstep: Class 15 contains 63772 members 
Mstep: Class 16 contains 13840 members 
Mstep: Class 18 contains 62753 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 22 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94077176.000000 Penalty: 31291.560547
Iteration 22Q: 15 clusters Score -9.407718e+07 nChanged 15033
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 332800 members 
Mstep: Class 5 contains 293376 members 
Mstep: Class 6 contains 43569 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 36288 members 
Mstep: Class 9 contains 11598 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 14 contains 65178 members 
Mstep: Class 15 contains 65336 members 
Mstep: Class 16 contains 14457 members 
Mstep: Class 18 contains 62024 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 22 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94084016.000000 Penalty: 31291.560547
Iteration 23Q: 15 clusters Score -9.408402e+07 nChanged 14009
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 5182 members 
Mstep: Class 3 contains 329682 members 
Mstep: Class 5 contains 292587 members 
Mstep: Class 6 contains 45488 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 36085 members 
Mstep: Class 9 contains 13048 members 
Mstep: Class 11 contains 2542 members 
Mstep: Class 14 contains 65051 members 
Mstep: Class 15 contains 66758 members 
Mstep: Class 16 contains 15027 members 
Mstep: Class 18 contains 61318 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 22 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94089728.000000 Penalty: 31291.560547
Iteration 24Q: 15 clusters Score -9.408973e+07 nChanged 12993
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 3 contains 326672 members 
Mstep: Class 5 contains 292233 members 
Mstep: Class 6 contains 47277 members 
Mstep: Class 7 contains 2857 members 
Mstep: Class 8 contains 35922 members 
Mstep: Class 9 contains 14370 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 14 contains 64623 members 
Mstep: Class 15 contains 67953 members 
Mstep: Class 16 contains 15597 members 
Mstep: Class 18 contains 60674 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 22 contains 3018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94093552.000000 Penalty: 31291.560547
Iteration 25Q: 15 clusters Score -9.409355e+07 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 324049 members 
Mstep: Class 5 contains 292004 members 
Mstep: Class 6 contains 48901 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 35727 members 
Mstep: Class 9 contains 15431 members 
Mstep: Class 11 contains 2042 members 
Mstep: Class 14 contains 64026 members 
Mstep: Class 15 contains 69032 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 18 contains 60137 members 
Mstep: Class 19 contains 2199 members 
Mstep: Class 22 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94096992.000000 Penalty: 31291.560547
Iteration 26Q: 15 clusters Score -9.409699e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 5339 members 
Mstep: Class 3 contains 321645 members 
Mstep: Class 5 contains 291933 members 
Mstep: Class 6 contains 50424 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 35548 members 
Mstep: Class 9 contains 16301 members 
Mstep: Class 11 contains 1861 members 
Mstep: Class 14 contains 63247 members 
Mstep: Class 15 contains 70062 members 
Mstep: Class 16 contains 16725 members 
Mstep: Class 18 contains 59655 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 22 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94099872.000000 Penalty: 31291.560547
Iteration 27Q: 15 clusters Score -9.409987e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 5496 members 
Mstep: Class 3 contains 319865 members 
Mstep: Class 5 contains 291722 members 
Mstep: Class 6 contains 51825 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 35344 members 
Mstep: Class 9 contains 16978 members 
Mstep: Class 11 contains 1727 members 
Mstep: Class 14 contains 62293 members 
Mstep: Class 15 contains 71015 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 18 contains 59232 members 
Mstep: Class 19 contains 2124 members 
Mstep: Class 22 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94101472.000000 Penalty: 31291.560547
Iteration 28Q: 15 clusters Score -9.410147e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 5667 members 
Mstep: Class 3 contains 318487 members 
Mstep: Class 5 contains 291441 members 
Mstep: Class 6 contains 53040 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 35106 members 
Mstep: Class 9 contains 17540 members 
Mstep: Class 11 contains 1657 members 
Mstep: Class 14 contains 61269 members 
Mstep: Class 15 contains 71907 members 
Mstep: Class 16 contains 17860 members 
Mstep: Class 18 contains 58840 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 22 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94103112.000000 Penalty: 31291.560547
Iteration 29Q: 15 clusters Score -9.410311e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 5863 members 
Mstep: Class 3 contains 317319 members 
Mstep: Class 5 contains 291270 members 
Mstep: Class 6 contains 54073 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 34847 members 
Mstep: Class 9 contains 17980 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 14 contains 60170 members 
Mstep: Class 15 contains 72733 members 
Mstep: Class 16 contains 18509 members 
Mstep: Class 18 contains 58480 members 
Mstep: Class 19 contains 2067 members 
Mstep: Class 22 contains 3078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94104504.000000 Penalty: 31291.560547
Iteration 30Q: 15 clusters Score -9.41045e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6088 members 
Mstep: Class 3 contains 316328 members 
Mstep: Class 5 contains 291158 members 
Mstep: Class 6 contains 54911 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 8 contains 34634 members 
Mstep: Class 9 contains 18304 members 
Mstep: Class 11 contains 1538 members 
Mstep: Class 14 contains 59057 members 
Mstep: Class 15 contains 73489 members 
Mstep: Class 16 contains 19159 members 
Mstep: Class 18 contains 58165 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 22 contains 3081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94106104.000000 Penalty: 31291.560547
Iteration 31Q: 15 clusters Score -9.41061e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 315490 members 
Mstep: Class 5 contains 291015 members 
Mstep: Class 6 contains 55662 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 34415 members 
Mstep: Class 9 contains 18571 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 14 contains 57888 members 
Mstep: Class 15 contains 74294 members 
Mstep: Class 16 contains 19855 members 
Mstep: Class 18 contains 57887 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 22 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94107424.000000 Penalty: 31291.560547
Iteration 32Q: 15 clusters Score -9.410742e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6475 members 
Mstep: Class 3 contains 314805 members 
Mstep: Class 5 contains 290877 members 
Mstep: Class 6 contains 56301 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 34223 members 
Mstep: Class 9 contains 18752 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 14 contains 56738 members 
Mstep: Class 15 contains 75052 members 
Mstep: Class 16 contains 20569 members 
Mstep: Class 18 contains 57624 members 
Mstep: Class 19 contains 2051 members 
Mstep: Class 22 contains 3097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94108280.000000 Penalty: 31291.560547
Iteration 33Q: 15 clusters Score -9.410828e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6663 members 
Mstep: Class 3 contains 314171 members 
Mstep: Class 5 contains 290761 members 
Mstep: Class 6 contains 56825 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 34052 members 
Mstep: Class 9 contains 18898 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 14 contains 55513 members 
Mstep: Class 15 contains 75809 members 
Mstep: Class 16 contains 21369 members 
Mstep: Class 18 contains 57390 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 22 contains 3115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94109144.000000 Penalty: 31291.560547
Iteration 34Q: 15 clusters Score -9.410914e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 313514 members 
Mstep: Class 5 contains 290726 members 
Mstep: Class 6 contains 57253 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 33889 members 
Mstep: Class 9 contains 19030 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 14 contains 54325 members 
Mstep: Class 15 contains 76567 members 
Mstep: Class 16 contains 22182 members 
Mstep: Class 18 contains 57181 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 22 contains 3119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94109784.000000 Penalty: 31291.560547
Iteration 35Q: 15 clusters Score -9.410978e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 312860 members 
Mstep: Class 5 contains 290763 members 
Mstep: Class 6 contains 57621 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 33686 members 
Mstep: Class 9 contains 19136 members 
Mstep: Class 11 contains 1328 members 
Mstep: Class 14 contains 53111 members 
Mstep: Class 15 contains 77326 members 
Mstep: Class 16 contains 23053 members 
Mstep: Class 18 contains 56997 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 22 contains 3125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94110704.000000 Penalty: 31291.560547
Iteration 36Q: 15 clusters Score -9.41107e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 7098 members 
Mstep: Class 3 contains 312281 members 
Mstep: Class 5 contains 290804 members 
Mstep: Class 6 contains 57886 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 33464 members 
Mstep: Class 9 contains 19220 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 14 contains 51886 members 
Mstep: Class 15 contains 78033 members 
Mstep: Class 16 contains 24030 members 
Mstep: Class 18 contains 56839 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 22 contains 3131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94111160.000000 Penalty: 31291.560547
Iteration 37Q: 15 clusters Score -9.411116e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 7224 members 
Mstep: Class 3 contains 311841 members 
Mstep: Class 5 contains 290831 members 
Mstep: Class 6 contains 58119 members 
Mstep: Class 7 contains 2845 members 
Mstep: Class 8 contains 33252 members 
Mstep: Class 9 contains 19287 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 14 contains 50583 members 
Mstep: Class 15 contains 78680 members 
Mstep: Class 16 contains 25045 members 
Mstep: Class 18 contains 56677 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 22 contains 3140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94111432.000000 Penalty: 31291.560547
Iteration 38Q: 15 clusters Score -9.411143e+07 nChanged 5445
Entering ConstructFrom: 
Score: -94111432.000000 Penalty: 31291.560547
Entering ConstructFrom: 
Trying to split cluster 2 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -778956.937500 Penalty: 1446.538452
	Iteration 0F: 2 clusters Score -778956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -773402.625000 Penalty: 2893.076904
	Iteration 0F: 3 clusters Score -773402.6 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -775112.125000 Penalty: 2893.076904
	Iteration 1F: 3 clusters Score -775112.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -775285.437500 Penalty: 2893.076904
	Iteration 2F: 3 clusters Score -775285.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -775415.562500 Penalty: 2893.076904
	Iteration 3Q: 3 clusters Score -775415.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -775523.375000 Penalty: 2893.076904
	Iteration 4Q: 3 clusters Score -775523.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -775608.625000 Penalty: 2893.076904
	Iteration 5Q: 3 clusters Score -775608.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -775693.875000 Penalty: 2893.076904
	Iteration 6Q: 3 clusters Score -775693.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -775759.562500 Penalty: 2893.076904
	Iteration 7Q: 3 clusters Score -775759.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -775803.125000 Penalty: 2893.076904
	Iteration 8Q: 3 clusters Score -775803.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -775841.937500 Penalty: 2893.076904
	Iteration 9Q: 3 clusters Score -775841.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -775888.812500 Penalty: 2893.076904
	Iteration 10Q: 3 clusters Score -775888.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -775939.750000 Penalty: 2893.076904
	Iteration 11Q: 3 clusters Score -775939.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -775991.875000 Penalty: 2893.076904
	Iteration 12Q: 3 clusters Score -775991.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -776038.375000 Penalty: 2893.076904
	Iteration 13Q: 3 clusters Score -776038.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -776082.500000 Penalty: 2893.076904
	Iteration 14Q: 3 clusters Score -776082.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -776130.500000 Penalty: 2893.076904
	Iteration 15Q: 3 clusters Score -776130.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -776189.187500 Penalty: 2893.076904
	Iteration 16Q: 3 clusters Score -776189.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -776262.562500 Penalty: 2893.076904
	Iteration 17Q: 3 clusters Score -776262.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -776341.937500 Penalty: 2893.076904
	Iteration 18Q: 3 clusters Score -776341.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -776425.562500 Penalty: 2893.076904
	Iteration 19Q: 3 clusters Score -776425.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -776530.937500 Penalty: 2893.076904
	Iteration 20F: 3 clusters Score -776530.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -776661.000000 Penalty: 2893.076904
	Iteration 21Q: 3 clusters Score -776661 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -776786.062500 Penalty: 2893.076904
	Iteration 22Q: 3 clusters Score -776786.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -776910.875000 Penalty: 2893.076904
	Iteration 23Q: 3 clusters Score -776910.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -777018.000000 Penalty: 2893.076904
	Iteration 24Q: 3 clusters Score -777018 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -777107.812500 Penalty: 2893.076904
	Iteration 25Q: 3 clusters Score -777107.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -777190.000000 Penalty: 2893.076904
	Iteration 26Q: 3 clusters Score -777190 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -777260.000000 Penalty: 2893.076904
	Iteration 27Q: 3 clusters Score -777260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -777320.125000 Penalty: 2893.076904
	Iteration 28Q: 3 clusters Score -777320.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -777376.500000 Penalty: 2893.076904
	Iteration 29Q: 3 clusters Score -777376.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -777438.500000 Penalty: 2893.076904
	Iteration 30Q: 3 clusters Score -777438.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -777497.687500 Penalty: 2893.076904
	Iteration 31Q: 3 clusters Score -777497.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -777541.125000 Penalty: 2893.076904
	Iteration 32Q: 3 clusters Score -777541.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -777571.812500 Penalty: 2893.076904
	Iteration 33Q: 3 clusters Score -777571.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -777590.875000 Penalty: 2893.076904
	Iteration 34Q: 3 clusters Score -777590.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -777604.125000 Penalty: 2893.076904
	Iteration 35Q: 3 clusters Score -777604.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -777618.625000 Penalty: 2893.076904
	Iteration 36Q: 3 clusters Score -777618.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -777632.750000 Penalty: 2893.076904
	Iteration 37Q: 3 clusters Score -777632.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -777647.125000 Penalty: 2893.076904
	Iteration 38Q: 3 clusters Score -777647.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -777657.375000 Penalty: 2893.076904
	Iteration 39Q: 3 clusters Score -777657.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -777663.562500 Penalty: 2893.076904
	Iteration 40F: 3 clusters Score -777663.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -777670.375000 Penalty: 2893.076904
	Iteration 41Q: 3 clusters Score -777670.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -777677.500000 Penalty: 2893.076904
	Iteration 42Q: 3 clusters Score -777677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -777682.000000 Penalty: 2893.076904
	Iteration 43Q: 3 clusters Score -777682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -777685.062500 Penalty: 2893.076904
	Iteration 44Q: 3 clusters Score -777685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -777691.187500 Penalty: 2893.076904
	Iteration 45Q: 3 clusters Score -777691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -777694.875000 Penalty: 2893.076904
	Iteration 46Q: 3 clusters Score -777694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -777697.437500 Penalty: 2893.076904
	Iteration 47Q: 3 clusters Score -777697.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -777697.437500 Penalty: 2893.076904
	Iteration 48F: 3 clusters Score -777697.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (311352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311352 members 
Entering Unmasked Estep 
Score: -31584656.000000 Penalty: 2055.410400
	Iteration 0F: 2 clusters Score -3.158466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155824 members 
Mstep: Class 2 contains 155528 members 
Entering Unmasked Estep 
Score: -31383274.000000 Penalty: 4110.820801
	Iteration 0F: 3 clusters Score -3.138327e+07 nChanged 151372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 150270 members 
Entering Unmasked Estep 
Score: -31473038.000000 Penalty: 4110.820801
	Iteration 1F: 3 clusters Score -3.147304e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164578 members 
Mstep: Class 2 contains 146774 members 
Entering Unmasked Estep 
Score: -31474446.000000 Penalty: 4110.820801
	Iteration 2Q: 3 clusters Score -3.147445e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -31476720.000000 Penalty: 4110.820801
	Iteration 3Q: 3 clusters Score -3.147672e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177881 members 
Mstep: Class 2 contains 133471 members 
Entering Unmasked Estep 
Score: -31480600.000000 Penalty: 4110.820801
	Iteration 4Q: 3 clusters Score -3.14806e+07 nChanged 14357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 122208 members 
Entering Unmasked Estep 
Score: -31488612.000000 Penalty: 4110.820801
	Iteration 5Q: 3 clusters Score -3.148861e+07 nChanged 18121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203983 members 
Mstep: Class 2 contains 107369 members 
Entering Unmasked Estep 
Score: -31501318.000000 Penalty: 4110.820801
	Iteration 6F: 3 clusters Score -3.150132e+07 nChanged 20715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220448 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -31518576.000000 Penalty: 4110.820801
	Iteration 7F: 3 clusters Score -3.151858e+07 nChanged 19950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234266 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -31535404.000000 Penalty: 4110.820801
	Iteration 8F: 3 clusters Score -3.15354e+07 nChanged 16664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243466 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -31546828.000000 Penalty: 4110.820801
	Iteration 9F: 3 clusters Score -3.154683e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249464 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -31552390.000000 Penalty: 4110.820801
	Iteration 10Q: 3 clusters Score -3.155239e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254420 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -31555274.000000 Penalty: 4110.820801
	Iteration 11Q: 3 clusters Score -3.155527e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259096 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -31557128.000000 Penalty: 4110.820801
	Iteration 12Q: 3 clusters Score -3.155713e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263403 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -31558680.000000 Penalty: 4110.820801
	Iteration 13Q: 3 clusters Score -3.155868e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267645 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -31560490.000000 Penalty: 4110.820801
	Iteration 14Q: 3 clusters Score -3.156049e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271790 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -31562084.000000 Penalty: 4110.820801
	Iteration 15Q: 3 clusters Score -3.156208e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275800 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -31563598.000000 Penalty: 4110.820801
	Iteration 16Q: 3 clusters Score -3.15636e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279568 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -31565492.000000 Penalty: 4110.820801
	Iteration 17Q: 3 clusters Score -3.156549e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283027 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -31567090.000000 Penalty: 4110.820801
	Iteration 18Q: 3 clusters Score -3.156709e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286174 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -31568610.000000 Penalty: 4110.820801
	Iteration 19Q: 3 clusters Score -3.156861e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289078 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -31570114.000000 Penalty: 4110.820801
	Iteration 20F: 3 clusters Score -3.157011e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291679 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -31571252.000000 Penalty: 4110.820801
	Iteration 21Q: 3 clusters Score -3.157125e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293943 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -31572234.000000 Penalty: 4110.820801
	Iteration 22Q: 3 clusters Score -3.157223e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296017 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -31573672.000000 Penalty: 4110.820801
	Iteration 23Q: 3 clusters Score -3.157367e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297884 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -31574760.000000 Penalty: 4110.820801
	Iteration 24Q: 3 clusters Score -3.157476e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299573 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -31575764.000000 Penalty: 4110.820801
	Iteration 25Q: 3 clusters Score -3.157576e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301167 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -31576840.000000 Penalty: 4110.820801
	Iteration 26Q: 3 clusters Score -3.157684e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302567 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -31577588.000000 Penalty: 4110.820801
	Iteration 27Q: 3 clusters Score -3.157759e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303819 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -31578214.000000 Penalty: 4110.820801
	Iteration 28Q: 3 clusters Score -3.157821e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304896 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -31578838.000000 Penalty: 4110.820801
	Iteration 29Q: 3 clusters Score -3.157884e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305785 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -31579244.000000 Penalty: 4110.820801
	Iteration 30Q: 3 clusters Score -3.157924e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306553 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -31580000.000000 Penalty: 4110.820801
	Iteration 31Q: 3 clusters Score -3.158e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307181 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -31580496.000000 Penalty: 4110.820801
	Iteration 32Q: 3 clusters Score -3.15805e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307695 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -31580930.000000 Penalty: 4110.820801
	Iteration 33Q: 3 clusters Score -3.158093e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308113 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -31581164.000000 Penalty: 4110.820801
	Iteration 34Q: 3 clusters Score -3.158116e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308495 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -31581420.000000 Penalty: 4110.820801
	Iteration 35Q: 3 clusters Score -3.158142e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308828 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -31581680.000000 Penalty: 4110.820801
	Iteration 36Q: 3 clusters Score -3.158168e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309065 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -31581836.000000 Penalty: 4110.820801
	Iteration 37Q: 3 clusters Score -3.158184e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309267 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -31581900.000000 Penalty: 4110.820801
	Iteration 38Q: 3 clusters Score -3.15819e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309429 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -31581910.000000 Penalty: 4110.820801
	Iteration 39Q: 3 clusters Score -3.158191e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309576 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -31582060.000000 Penalty: 4110.820801
	Iteration 40F: 3 clusters Score -3.158206e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309704 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -31582184.000000 Penalty: 4110.820801
	Iteration 41Q: 3 clusters Score -3.158218e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309813 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -31582190.000000 Penalty: 4110.820801
	Iteration 42Q: 3 clusters Score -3.158219e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309902 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -31582280.000000 Penalty: 4110.820801
	Iteration 43Q: 3 clusters Score -3.158228e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309980 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -31582314.000000 Penalty: 4110.820801
	Iteration 44Q: 3 clusters Score -3.158231e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310047 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -31582332.000000 Penalty: 4110.820801
	Iteration 45Q: 3 clusters Score -3.158233e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310109 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -31582410.000000 Penalty: 4110.820801
	Iteration 46Q: 3 clusters Score -3.158241e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310164 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -31582446.000000 Penalty: 4110.820801
	Iteration 47Q: 3 clusters Score -3.158245e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310214 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -31582492.000000 Penalty: 4110.820801
	Iteration 48Q: 3 clusters Score -3.158249e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310249 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -31582544.000000 Penalty: 4110.820801
	Iteration 49Q: 3 clusters Score -3.158254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310276 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -31582542.000000 Penalty: 4110.820801
	Iteration 50Q: 3 clusters Score -3.158254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310300 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -31582570.000000 Penalty: 4110.820801
	Iteration 51Q: 3 clusters Score -3.158257e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310325 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -31582626.000000 Penalty: 4110.820801
	Iteration 52Q: 3 clusters Score -3.158263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310345 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -31582652.000000 Penalty: 4110.820801
	Iteration 53Q: 3 clusters Score -3.158265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310359 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -31582654.000000 Penalty: 4110.820801
	Iteration 54Q: 3 clusters Score -3.158265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310377 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -31582678.000000 Penalty: 4110.820801
	Iteration 55Q: 3 clusters Score -3.158268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310391 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -31582670.000000 Penalty: 4110.820801
	Iteration 56Q: 3 clusters Score -3.158267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310403 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -31582686.000000 Penalty: 4110.820801
	Iteration 57Q: 3 clusters Score -3.158269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310413 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -31582692.000000 Penalty: 4110.820801
	Iteration 58Q: 3 clusters Score -3.158269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310426 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -31582674.000000 Penalty: 4110.820801
	Iteration 59Q: 3 clusters Score -3.158267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310438 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -31582692.000000 Penalty: 4110.820801
	Iteration 60F: 3 clusters Score -3.158269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310450 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -31582696.000000 Penalty: 4110.820801
	Iteration 61Q: 3 clusters Score -3.15827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310457 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -31582708.000000 Penalty: 4110.820801
	Iteration 62Q: 3 clusters Score -3.158271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310464 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -31582726.000000 Penalty: 4110.820801
	Iteration 63Q: 3 clusters Score -3.158273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310475 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -31582712.000000 Penalty: 4110.820801
	Iteration 64Q: 3 clusters Score -3.158271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310483 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -31582710.000000 Penalty: 4110.820801
	Iteration 65Q: 3 clusters Score -3.158271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310484 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -31582710.000000 Penalty: 4110.820801
	Iteration 66Q: 3 clusters Score -3.158271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310486 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -31582710.000000 Penalty: 4110.820801
	Iteration 67Q: 3 clusters Score -3.158271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310489 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -31582714.000000 Penalty: 4110.820801
	Iteration 68Q: 3 clusters Score -3.158271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310493 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -31582716.000000 Penalty: 4110.820801
	Iteration 69Q: 3 clusters Score -3.158272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310496 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -31582714.000000 Penalty: 4110.820801
	Iteration 70Q: 3 clusters Score -3.158271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310499 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -31582708.000000 Penalty: 4110.820801
	Iteration 71Q: 3 clusters Score -3.158271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310504 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -31582714.000000 Penalty: 4110.820801
	Iteration 72Q: 3 clusters Score -3.158271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310506 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -31582708.000000 Penalty: 4110.820801
	Iteration 73Q: 3 clusters Score -3.158271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310510 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -31582724.000000 Penalty: 4110.820801
	Iteration 74Q: 3 clusters Score -3.158272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310515 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -31582718.000000 Penalty: 4110.820801
	Iteration 75Q: 3 clusters Score -3.158272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310522 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -31582714.000000 Penalty: 4110.820801
	Iteration 76Q: 3 clusters Score -3.158271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310524 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -31582714.000000 Penalty: 4110.820801
	Iteration 77Q: 3 clusters Score -3.158271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310525 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -31582712.000000 Penalty: 4110.820801
	Iteration 78Q: 3 clusters Score -3.158271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310527 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -31582726.000000 Penalty: 4110.820801
	Iteration 79Q: 3 clusters Score -3.158273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310528 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -31582728.000000 Penalty: 4110.820801
	Iteration 80F: 3 clusters Score -3.158273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310530 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -31582716.000000 Penalty: 4110.820801
	Iteration 81Q: 3 clusters Score -3.158272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310532 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -31582708.000000 Penalty: 4110.820801
	Iteration 82Q: 3 clusters Score -3.158271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310534 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -31582706.000000 Penalty: 4110.820801
	Iteration 83Q: 3 clusters Score -3.158271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310537 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -31582708.000000 Penalty: 4110.820801
	Iteration 84Q: 3 clusters Score -3.158271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310539 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -31582716.000000 Penalty: 4110.820801
	Iteration 85Q: 3 clusters Score -3.158272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310542 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -31582730.000000 Penalty: 4110.820801
	Iteration 86Q: 3 clusters Score -3.158273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310544 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -31582730.000000 Penalty: 4110.820801
	Iteration 87Q: 3 clusters Score -3.158273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310545 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -31582736.000000 Penalty: 4110.820801
	Iteration 88Q: 3 clusters Score -3.158274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310547 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -31582728.000000 Penalty: 4110.820801
	Iteration 89Q: 3 clusters Score -3.158273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310550 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -31582736.000000 Penalty: 4110.820801
	Iteration 90Q: 3 clusters Score -3.158274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310551 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -31582726.000000 Penalty: 4110.820801
	Iteration 91Q: 3 clusters Score -3.158273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310552 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -31582728.000000 Penalty: 4110.820801
	Iteration 92Q: 3 clusters Score -3.158273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310553 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -31582728.000000 Penalty: 4110.820801
	Iteration 93Q: 3 clusters Score -3.158273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310553 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -31582728.000000 Penalty: 4110.820801
	Iteration 94F: 3 clusters Score -3.158273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (290862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290862 members 
Entering Unmasked Estep 
Score: -29490362.000000 Penalty: 2044.348267
	Iteration 0F: 2 clusters Score -2.949036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145814 members 
Mstep: Class 2 contains 145048 members 
Entering Unmasked Estep 
Score: -29298492.000000 Penalty: 4088.696533
	Iteration 0F: 3 clusters Score -2.929849e+07 nChanged 141460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
Score: -29384760.000000 Penalty: 4088.696533
	Iteration 1F: 3 clusters Score -2.938476e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160570 members 
Mstep: Class 2 contains 130292 members 
Entering Unmasked Estep 
Score: -29387654.000000 Penalty: 4088.696533
	Iteration 2Q: 3 clusters Score -2.938765e+07 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 121770 members 
Entering Unmasked Estep 
Score: -29392402.000000 Penalty: 4088.696533
	Iteration 3Q: 3 clusters Score -2.93924e+07 nChanged 15345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181229 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -29399758.000000 Penalty: 4088.696533
	Iteration 4F: 3 clusters Score -2.939976e+07 nChanged 18625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197616 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -29411388.000000 Penalty: 4088.696533
	Iteration 5F: 3 clusters Score -2.941139e+07 nChanged 20726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216662 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -29426970.000000 Penalty: 4088.696533
	Iteration 6F: 3 clusters Score -2.942697e+07 nChanged 19413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234819 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -29442896.000000 Penalty: 4088.696533
	Iteration 7F: 3 clusters Score -2.94429e+07 nChanged 15298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248969 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -29455596.000000 Penalty: 4088.696533
	Iteration 8F: 3 clusters Score -2.94556e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258705 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -29464352.000000 Penalty: 4088.696533
	Iteration 9Q: 3 clusters Score -2.946435e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265500 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -29469836.000000 Penalty: 4088.696533
	Iteration 10Q: 3 clusters Score -2.946984e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270577 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -29473752.000000 Penalty: 4088.696533
	Iteration 11Q: 3 clusters Score -2.947375e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274575 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -29476808.000000 Penalty: 4088.696533
	Iteration 12Q: 3 clusters Score -2.947681e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277956 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -29479490.000000 Penalty: 4088.696533
	Iteration 13Q: 3 clusters Score -2.947949e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280792 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -29481954.000000 Penalty: 4088.696533
	Iteration 14Q: 3 clusters Score -2.948195e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283042 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -29483580.000000 Penalty: 4088.696533
	Iteration 15Q: 3 clusters Score -2.948358e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284804 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -29485446.000000 Penalty: 4088.696533
	Iteration 16Q: 3 clusters Score -2.948545e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286195 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -29486632.000000 Penalty: 4088.696533
	Iteration 17Q: 3 clusters Score -2.948663e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287246 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -29487308.000000 Penalty: 4088.696533
	Iteration 18Q: 3 clusters Score -2.948731e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288004 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -29487818.000000 Penalty: 4088.696533
	Iteration 19Q: 3 clusters Score -2.948782e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288521 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -29488100.000000 Penalty: 4088.696533
	Iteration 20F: 3 clusters Score -2.94881e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288913 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -29488262.000000 Penalty: 4088.696533
	Iteration 21Q: 3 clusters Score -2.948826e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289184 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -29488422.000000 Penalty: 4088.696533
	Iteration 22Q: 3 clusters Score -2.948842e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289395 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -29488588.000000 Penalty: 4088.696533
	Iteration 23Q: 3 clusters Score -2.948859e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289556 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -29488716.000000 Penalty: 4088.696533
	Iteration 24Q: 3 clusters Score -2.948872e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289698 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -29488818.000000 Penalty: 4088.696533
	Iteration 25Q: 3 clusters Score -2.948882e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289785 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -29488900.000000 Penalty: 4088.696533
	Iteration 26Q: 3 clusters Score -2.94889e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289834 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -29488952.000000 Penalty: 4088.696533
	Iteration 27Q: 3 clusters Score -2.948895e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289865 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -29488936.000000 Penalty: 4088.696533
	Iteration 28Q: 3 clusters Score -2.948894e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289890 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -29489010.000000 Penalty: 4088.696533
	Iteration 29Q: 3 clusters Score -2.948901e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289911 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -29489046.000000 Penalty: 4088.696533
	Iteration 30Q: 3 clusters Score -2.948905e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289922 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29489032.000000 Penalty: 4088.696533
	Iteration 31Q: 3 clusters Score -2.948903e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289923 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29489062.000000 Penalty: 4088.696533
	Iteration 32Q: 3 clusters Score -2.948906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289929 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -29489102.000000 Penalty: 4088.696533
	Iteration 33Q: 3 clusters Score -2.94891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289943 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -29489112.000000 Penalty: 4088.696533
	Iteration 34Q: 3 clusters Score -2.948911e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289946 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -29489084.000000 Penalty: 4088.696533
	Iteration 35Q: 3 clusters Score -2.948908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289953 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -29489078.000000 Penalty: 4088.696533
	Iteration 36Q: 3 clusters Score -2.948908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289962 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -29489096.000000 Penalty: 4088.696533
	Iteration 37Q: 3 clusters Score -2.94891e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289967 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -29489122.000000 Penalty: 4088.696533
	Iteration 38Q: 3 clusters Score -2.948912e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289963 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -29489126.000000 Penalty: 4088.696533
	Iteration 39Q: 3 clusters Score -2.948913e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289959 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -29489136.000000 Penalty: 4088.696533
	Iteration 40F: 3 clusters Score -2.948914e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289947 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -29489176.000000 Penalty: 4088.696533
	Iteration 41Q: 3 clusters Score -2.948918e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289932 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -29489166.000000 Penalty: 4088.696533
	Iteration 42Q: 3 clusters Score -2.948917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289927 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -29489176.000000 Penalty: 4088.696533
	Iteration 43Q: 3 clusters Score -2.948918e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289927 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -29489176.000000 Penalty: 4088.696533
	Iteration 44Q: 3 clusters Score -2.948918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289928 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -29489194.000000 Penalty: 4088.696533
	Iteration 45Q: 3 clusters Score -2.948919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289932 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -29489224.000000 Penalty: 4088.696533
	Iteration 46Q: 3 clusters Score -2.948922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289934 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -29489246.000000 Penalty: 4088.696533
	Iteration 47Q: 3 clusters Score -2.948925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289934 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -29489222.000000 Penalty: 4088.696533
	Iteration 48Q: 3 clusters Score -2.948922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289935 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -29489232.000000 Penalty: 4088.696533
	Iteration 49Q: 3 clusters Score -2.948923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289940 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -29489234.000000 Penalty: 4088.696533
	Iteration 50Q: 3 clusters Score -2.948923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289939 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -29489230.000000 Penalty: 4088.696533
	Iteration 51Q: 3 clusters Score -2.948923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289941 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -29489230.000000 Penalty: 4088.696533
	Iteration 52Q: 3 clusters Score -2.948923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289938 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -29489240.000000 Penalty: 4088.696533
	Iteration 53Q: 3 clusters Score -2.948924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289933 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -29489240.000000 Penalty: 4088.696533
	Iteration 54Q: 3 clusters Score -2.948924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289928 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -29489232.000000 Penalty: 4088.696533
	Iteration 55Q: 3 clusters Score -2.948923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289925 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -29489254.000000 Penalty: 4088.696533
	Iteration 56Q: 3 clusters Score -2.948925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289923 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29489254.000000 Penalty: 4088.696533
	Iteration 57Q: 3 clusters Score -2.948925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289922 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29489260.000000 Penalty: 4088.696533
	Iteration 58Q: 3 clusters Score -2.948926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289922 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29489258.000000 Penalty: 4088.696533
	Iteration 59Q: 3 clusters Score -2.948926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289922 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29489268.000000 Penalty: 4088.696533
	Iteration 60F: 3 clusters Score -2.948927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289928 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -29489260.000000 Penalty: 4088.696533
	Iteration 61Q: 3 clusters Score -2.948926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289927 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -29489264.000000 Penalty: 4088.696533
	Iteration 62Q: 3 clusters Score -2.948926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289928 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -29489270.000000 Penalty: 4088.696533
	Iteration 63Q: 3 clusters Score -2.948927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289927 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -29489278.000000 Penalty: 4088.696533
	Iteration 64Q: 3 clusters Score -2.948928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289929 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -29489298.000000 Penalty: 4088.696533
	Iteration 65Q: 3 clusters Score -2.94893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289930 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -29489296.000000 Penalty: 4088.696533
	Iteration 66Q: 3 clusters Score -2.94893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289929 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -29489288.000000 Penalty: 4088.696533
	Iteration 67Q: 3 clusters Score -2.948929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289928 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -29489292.000000 Penalty: 4088.696533
	Iteration 68Q: 3 clusters Score -2.948929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289929 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -29489298.000000 Penalty: 4088.696533
	Iteration 69Q: 3 clusters Score -2.94893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289928 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -29489294.000000 Penalty: 4088.696533
	Iteration 70Q: 3 clusters Score -2.948929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289926 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -29489288.000000 Penalty: 4088.696533
	Iteration 71Q: 3 clusters Score -2.948929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289923 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29489288.000000 Penalty: 4088.696533
	Iteration 72Q: 3 clusters Score -2.948929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289922 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29489296.000000 Penalty: 4088.696533
	Iteration 73Q: 3 clusters Score -2.94893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289922 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29489296.000000 Penalty: 4088.696533
	Iteration 74F: 3 clusters Score -2.94893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Entering Unmasked Estep 
Score: -6034670.500000 Penalty: 1783.254272
	Iteration 0F: 2 clusters Score -6034670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5995608.000000 Penalty: 3566.508545
	Iteration 0F: 3 clusters Score -5995608 nChanged 27438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -6011370.000000 Penalty: 3566.508545
	Iteration 1F: 3 clusters Score -6011370 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -6012252.000000 Penalty: 3566.508545
	Iteration 2Q: 3 clusters Score -6012252 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -6013460.500000 Penalty: 3566.508545
	Iteration 3Q: 3 clusters Score -6013460 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -6015194.500000 Penalty: 3566.508545
	Iteration 4F: 3 clusters Score -6015194 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -6017622.500000 Penalty: 3566.508545
	Iteration 5F: 3 clusters Score -6017622 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -6020972.500000 Penalty: 3566.508545
	Iteration 6F: 3 clusters Score -6020972 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -6024396.500000 Penalty: 3566.508545
	Iteration 7F: 3 clusters Score -6024396 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -6027190.500000 Penalty: 3566.508545
	Iteration 8F: 3 clusters Score -6027190 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -6028945.000000 Penalty: 3566.508545
	Iteration 9Q: 3 clusters Score -6028945 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -6030072.000000 Penalty: 3566.508545
	Iteration 10Q: 3 clusters Score -6030072 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -6030872.000000 Penalty: 3566.508545
	Iteration 11Q: 3 clusters Score -6030872 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -6031410.500000 Penalty: 3566.508545
	Iteration 12Q: 3 clusters Score -6031410 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -6031812.500000 Penalty: 3566.508545
	Iteration 13Q: 3 clusters Score -6031812 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -6032114.000000 Penalty: 3566.508545
	Iteration 14Q: 3 clusters Score -6032114 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -6032315.000000 Penalty: 3566.508545
	Iteration 15Q: 3 clusters Score -6032315 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -6032455.000000 Penalty: 3566.508545
	Iteration 16Q: 3 clusters Score -6032455 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -6032587.500000 Penalty: 3566.508545
	Iteration 17Q: 3 clusters Score -6032588 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -6032690.500000 Penalty: 3566.508545
	Iteration 18Q: 3 clusters Score -6032690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -6032777.000000 Penalty: 3566.508545
	Iteration 19Q: 3 clusters Score -6032777 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -6032834.500000 Penalty: 3566.508545
	Iteration 20F: 3 clusters Score -6032834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -6032877.000000 Penalty: 3566.508545
	Iteration 21Q: 3 clusters Score -6032877 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -6032913.500000 Penalty: 3566.508545
	Iteration 22Q: 3 clusters Score -6032914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -6032954.000000 Penalty: 3566.508545
	Iteration 23Q: 3 clusters Score -6032954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -6032991.500000 Penalty: 3566.508545
	Iteration 24Q: 3 clusters Score -6032992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -6033037.500000 Penalty: 3566.508545
	Iteration 25Q: 3 clusters Score -6033038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -6033062.500000 Penalty: 3566.508545
	Iteration 26Q: 3 clusters Score -6033062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -6033079.500000 Penalty: 3566.508545
	Iteration 27Q: 3 clusters Score -6033080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -6033105.000000 Penalty: 3566.508545
	Iteration 28Q: 3 clusters Score -6033105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -6033117.500000 Penalty: 3566.508545
	Iteration 29Q: 3 clusters Score -6033118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -6033133.000000 Penalty: 3566.508545
	Iteration 30Q: 3 clusters Score -6033133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -6033150.000000 Penalty: 3566.508545
	Iteration 31Q: 3 clusters Score -6033150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -6033165.000000 Penalty: 3566.508545
	Iteration 32Q: 3 clusters Score -6033165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -6033176.500000 Penalty: 3566.508545
	Iteration 33Q: 3 clusters Score -6033176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -6033186.500000 Penalty: 3566.508545
	Iteration 34Q: 3 clusters Score -6033186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -6033193.000000 Penalty: 3566.508545
	Iteration 35Q: 3 clusters Score -6033193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -6033196.500000 Penalty: 3566.508545
	Iteration 36Q: 3 clusters Score -6033196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -6033199.500000 Penalty: 3566.508545
	Iteration 37Q: 3 clusters Score -6033200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -6033206.000000 Penalty: 3566.508545
	Iteration 38Q: 3 clusters Score -6033206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -6033207.000000 Penalty: 3566.508545
	Iteration 39Q: 3 clusters Score -6033207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -6033210.000000 Penalty: 3566.508545
	Iteration 40F: 3 clusters Score -6033210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -271485.343750 Penalty: 1292.756592
	Iteration 0F: 2 clusters Score -271485.3 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 1400 members 
Entering Unmasked Estep 
Score: -268892.687500 Penalty: 2585.513184
	Iteration 0F: 3 clusters Score -268892.7 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -269919.531250 Penalty: 2585.513184
	Iteration 1F: 3 clusters Score -269919.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -270682.781250 Penalty: 2585.513184
	Iteration 2F: 3 clusters Score -270682.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -271325.437500 Penalty: 2585.513184
	Iteration 3F: 3 clusters Score -271325.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -271758.656250 Penalty: 2585.513184
	Iteration 4F: 3 clusters Score -271758.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -272063.125000 Penalty: 2585.513184
	Iteration 5F: 3 clusters Score -272063.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -272190.812500 Penalty: 2585.513184
	Iteration 6Q: 3 clusters Score -272190.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -272242.312500 Penalty: 2585.513184
	Iteration 7Q: 3 clusters Score -272242.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -272269.781250 Penalty: 2585.513184
	Iteration 8Q: 3 clusters Score -272269.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -272298.187500 Penalty: 2585.513184
	Iteration 9Q: 3 clusters Score -272298.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -272316.000000 Penalty: 2585.513184
	Iteration 10Q: 3 clusters Score -272316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -272329.093750 Penalty: 2585.513184
	Iteration 11Q: 3 clusters Score -272329.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -272342.000000 Penalty: 2585.513184
	Iteration 12Q: 3 clusters Score -272342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -272352.125000 Penalty: 2585.513184
	Iteration 13Q: 3 clusters Score -272352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -272356.093750 Penalty: 2585.513184
	Iteration 14Q: 3 clusters Score -272356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -272360.156250 Penalty: 2585.513184
	Iteration 15Q: 3 clusters Score -272360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -272361.312500 Penalty: 2585.513184
	Iteration 16Q: 3 clusters Score -272361.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -272361.906250 Penalty: 2585.513184
	Iteration 17Q: 3 clusters Score -272361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -272361.906250 Penalty: 2585.513184
	Iteration 18F: 3 clusters Score -272361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 311352 members 
Mstep: Class 5 contains 290862 members 
Mstep: Class 6 contains 58330 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 33053 members 
Mstep: Class 9 contains 19343 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 14 contains 49293 members 
Mstep: Class 15 contains 79313 members 
Mstep: Class 16 contains 26085 members 
Mstep: Class 18 contains 56544 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 22 contains 3147 members 
Entering Unmasked Estep 
Score: -94111536.000000 Penalty: 33526.671875
Splitting cluster 7 changes total score from -94111432.000000 to -94111536.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (33053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Entering Unmasked Estep 
Score: -3444702.000000 Penalty: 1690.953491
	Iteration 0F: 2 clusters Score -3444702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3422477.750000 Penalty: 3381.906982
	Iteration 0F: 3 clusters Score -3422478 nChanged 15262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3430944.250000 Penalty: 3381.906982
	Iteration 1F: 3 clusters Score -3430944 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3431397.500000 Penalty: 3381.906982
	Iteration 2Q: 3 clusters Score -3431398 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3432028.750000 Penalty: 3381.906982
	Iteration 3Q: 3 clusters Score -3432029 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3432944.000000 Penalty: 3381.906982
	Iteration 4F: 3 clusters Score -3432944 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3434190.000000 Penalty: 3381.906982
	Iteration 5F: 3 clusters Score -3434190 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -3435930.500000 Penalty: 3381.906982
	Iteration 6F: 3 clusters Score -3435930 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -3437855.500000 Penalty: 3381.906982
	Iteration 7F: 3 clusters Score -3437856 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3439467.750000 Penalty: 3381.906982
	Iteration 8F: 3 clusters Score -3439468 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3440536.500000 Penalty: 3381.906982
	Iteration 9Q: 3 clusters Score -3440536 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3441061.250000 Penalty: 3381.906982
	Iteration 10Q: 3 clusters Score -3441061 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3441334.250000 Penalty: 3381.906982
	Iteration 11Q: 3 clusters Score -3441334 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3441521.750000 Penalty: 3381.906982
	Iteration 12Q: 3 clusters Score -3441522 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3441657.000000 Penalty: 3381.906982
	Iteration 13Q: 3 clusters Score -3441657 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3441769.750000 Penalty: 3381.906982
	Iteration 14Q: 3 clusters Score -3441770 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3441872.500000 Penalty: 3381.906982
	Iteration 15Q: 3 clusters Score -3441872 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3441972.000000 Penalty: 3381.906982
	Iteration 16Q: 3 clusters Score -3441972 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -3442076.000000 Penalty: 3381.906982
	Iteration 17Q: 3 clusters Score -3442076 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3442168.500000 Penalty: 3381.906982
	Iteration 18Q: 3 clusters Score -3442168 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3442262.250000 Penalty: 3381.906982
	Iteration 19Q: 3 clusters Score -3442262 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3442339.250000 Penalty: 3381.906982
	Iteration 20F: 3 clusters Score -3442339 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3442431.250000 Penalty: 3381.906982
	Iteration 21Q: 3 clusters Score -3442431 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3442485.000000 Penalty: 3381.906982
	Iteration 22Q: 3 clusters Score -3442485 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3442525.000000 Penalty: 3381.906982
	Iteration 23Q: 3 clusters Score -3442525 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3442592.250000 Penalty: 3381.906982
	Iteration 24Q: 3 clusters Score -3442592 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3442637.500000 Penalty: 3381.906982
	Iteration 25Q: 3 clusters Score -3442638 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -3442683.250000 Penalty: 3381.906982
	Iteration 26Q: 3 clusters Score -3442683 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3442725.500000 Penalty: 3381.906982
	Iteration 27Q: 3 clusters Score -3442726 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3442768.750000 Penalty: 3381.906982
	Iteration 28Q: 3 clusters Score -3442769 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3442824.000000 Penalty: 3381.906982
	Iteration 29Q: 3 clusters Score -3442824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3442867.000000 Penalty: 3381.906982
	Iteration 30Q: 3 clusters Score -3442867 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3442903.750000 Penalty: 3381.906982
	Iteration 31Q: 3 clusters Score -3442904 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3442936.500000 Penalty: 3381.906982
	Iteration 32Q: 3 clusters Score -3442936 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -3442958.000000 Penalty: 3381.906982
	Iteration 33Q: 3 clusters Score -3442958 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -3442982.500000 Penalty: 3381.906982
	Iteration 34Q: 3 clusters Score -3442982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3443004.250000 Penalty: 3381.906982
	Iteration 35Q: 3 clusters Score -3443004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3443042.000000 Penalty: 3381.906982
	Iteration 36Q: 3 clusters Score -3443042 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3443058.000000 Penalty: 3381.906982
	Iteration 37Q: 3 clusters Score -3443058 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3443074.750000 Penalty: 3381.906982
	Iteration 38Q: 3 clusters Score -3443075 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3443097.500000 Penalty: 3381.906982
	Iteration 39Q: 3 clusters Score -3443098 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -3443127.000000 Penalty: 3381.906982
	Iteration 40F: 3 clusters Score -3443127 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3443144.750000 Penalty: 3381.906982
	Iteration 41Q: 3 clusters Score -3443145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3443176.750000 Penalty: 3381.906982
	Iteration 42Q: 3 clusters Score -3443177 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3443190.500000 Penalty: 3381.906982
	Iteration 43Q: 3 clusters Score -3443190 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3443213.000000 Penalty: 3381.906982
	Iteration 44Q: 3 clusters Score -3443213 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -3443232.250000 Penalty: 3381.906982
	Iteration 45Q: 3 clusters Score -3443232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3443268.250000 Penalty: 3381.906982
	Iteration 46Q: 3 clusters Score -3443268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -3443285.000000 Penalty: 3381.906982
	Iteration 47Q: 3 clusters Score -3443285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -3443315.000000 Penalty: 3381.906982
	Iteration 48Q: 3 clusters Score -3443315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3443332.750000 Penalty: 3381.906982
	Iteration 49Q: 3 clusters Score -3443333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3443341.750000 Penalty: 3381.906982
	Iteration 50Q: 3 clusters Score -3443342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -3443350.500000 Penalty: 3381.906982
	Iteration 51Q: 3 clusters Score -3443350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -3443367.000000 Penalty: 3381.906982
	Iteration 52Q: 3 clusters Score -3443367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -3443378.750000 Penalty: 3381.906982
	Iteration 53Q: 3 clusters Score -3443379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -3443381.500000 Penalty: 3381.906982
	Iteration 54Q: 3 clusters Score -3443382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -3443381.000000 Penalty: 3381.906982
	Iteration 55Q: 3 clusters Score -3443381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -3443393.250000 Penalty: 3381.906982
	Iteration 56Q: 3 clusters Score -3443393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -3443395.250000 Penalty: 3381.906982
	Iteration 57Q: 3 clusters Score -3443395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -3443396.250000 Penalty: 3381.906982
	Iteration 58Q: 3 clusters Score -3443396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -3443397.500000 Penalty: 3381.906982
	Iteration 59Q: 3 clusters Score -3443398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3443395.250000 Penalty: 3381.906982
	Iteration 60F: 3 clusters Score -3443395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -3443400.500000 Penalty: 3381.906982
	Iteration 61Q: 3 clusters Score -3443400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -3443399.750000 Penalty: 3381.906982
	Iteration 62Q: 3 clusters Score -3443400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3443398.000000 Penalty: 3381.906982
	Iteration 63Q: 3 clusters Score -3443398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -3443401.750000 Penalty: 3381.906982
	Iteration 64Q: 3 clusters Score -3443402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -3443405.000000 Penalty: 3381.906982
	Iteration 65Q: 3 clusters Score -3443405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3443409.250000 Penalty: 3381.906982
	Iteration 66Q: 3 clusters Score -3443409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -3443414.250000 Penalty: 3381.906982
	Iteration 67Q: 3 clusters Score -3443414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3443412.250000 Penalty: 3381.906982
	Iteration 68Q: 3 clusters Score -3443412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3443414.500000 Penalty: 3381.906982
	Iteration 69Q: 3 clusters Score -3443414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3443413.750000 Penalty: 3381.906982
	Iteration 70Q: 3 clusters Score -3443414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -3443421.750000 Penalty: 3381.906982
	Iteration 71Q: 3 clusters Score -3443422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -3443417.250000 Penalty: 3381.906982
	Iteration 72Q: 3 clusters Score -3443417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -3443420.000000 Penalty: 3381.906982
	Iteration 73Q: 3 clusters Score -3443420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3443419.500000 Penalty: 3381.906982
	Iteration 74Q: 3 clusters Score -3443420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -3443421.000000 Penalty: 3381.906982
	Iteration 75Q: 3 clusters Score -3443421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -3443427.500000 Penalty: 3381.906982
	Iteration 76Q: 3 clusters Score -3443428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3443425.750000 Penalty: 3381.906982
	Iteration 77Q: 3 clusters Score -3443426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -3443425.250000 Penalty: 3381.906982
	Iteration 78Q: 3 clusters Score -3443425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -3443424.000000 Penalty: 3381.906982
	Iteration 79Q: 3 clusters Score -3443424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3443425.250000 Penalty: 3381.906982
	Iteration 80F: 3 clusters Score -3443425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3443427.500000 Penalty: 3381.906982
	Iteration 81Q: 3 clusters Score -3443428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3443426.000000 Penalty: 3381.906982
	Iteration 82Q: 3 clusters Score -3443426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -3443432.750000 Penalty: 3381.906982
	Iteration 83Q: 3 clusters Score -3443433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3443438.500000 Penalty: 3381.906982
	Iteration 84Q: 3 clusters Score -3443438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -3443439.500000 Penalty: 3381.906982
	Iteration 85Q: 3 clusters Score -3443440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3443439.750000 Penalty: 3381.906982
	Iteration 86Q: 3 clusters Score -3443440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -3443439.250000 Penalty: 3381.906982
	Iteration 87Q: 3 clusters Score -3443439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -3443440.750000 Penalty: 3381.906982
	Iteration 88Q: 3 clusters Score -3443441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -3443439.250000 Penalty: 3381.906982
	Iteration 89Q: 3 clusters Score -3443439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -3443437.250000 Penalty: 3381.906982
	Iteration 90Q: 3 clusters Score -3443437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3443436.000000 Penalty: 3381.906982
	Iteration 91Q: 3 clusters Score -3443436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3443439.750000 Penalty: 3381.906982
	Iteration 92Q: 3 clusters Score -3443440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -3443437.500000 Penalty: 3381.906982
	Iteration 93Q: 3 clusters Score -3443438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -3443440.250000 Penalty: 3381.906982
	Iteration 94Q: 3 clusters Score -3443440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3443439.750000 Penalty: 3381.906982
	Iteration 95Q: 3 clusters Score -3443440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3443438.500000 Penalty: 3381.906982
	Iteration 96Q: 3 clusters Score -3443438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -3443436.000000 Penalty: 3381.906982
	Iteration 97Q: 3 clusters Score -3443436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -3443434.500000 Penalty: 3381.906982
	Iteration 98Q: 3 clusters Score -3443434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -3443437.000000 Penalty: 3381.906982
	Iteration 99Q: 3 clusters Score -3443437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -3443437.000000 Penalty: 3381.906982
	Iteration 100F: 3 clusters Score -3443437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Entering Unmasked Estep 
Score: -2010667.500000 Penalty: 1603.888916
	Iteration 0F: 2 clusters Score -2010668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1997456.000000 Penalty: 3207.777832
	Iteration 0F: 3 clusters Score -1997456 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2001990.750000 Penalty: 3207.777832
	Iteration 1F: 3 clusters Score -2001991 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2002283.500000 Penalty: 3207.777832
	Iteration 2Q: 3 clusters Score -2002284 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2002545.750000 Penalty: 3207.777832
	Iteration 3Q: 3 clusters Score -2002546 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2002790.875000 Penalty: 3207.777832
	Iteration 4Q: 3 clusters Score -2002791 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2003040.625000 Penalty: 3207.777832
	Iteration 5Q: 3 clusters Score -2003041 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2003351.625000 Penalty: 3207.777832
	Iteration 6Q: 3 clusters Score -2003352 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2003768.625000 Penalty: 3207.777832
	Iteration 7Q: 3 clusters Score -2003769 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2004327.375000 Penalty: 3207.777832
	Iteration 8Q: 3 clusters Score -2004327 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2004977.000000 Penalty: 3207.777832
	Iteration 9F: 3 clusters Score -2004977 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2005711.125000 Penalty: 3207.777832
	Iteration 10Q: 3 clusters Score -2005711 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2006357.125000 Penalty: 3207.777832
	Iteration 11Q: 3 clusters Score -2006357 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2006829.500000 Penalty: 3207.777832
	Iteration 12Q: 3 clusters Score -2006830 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2007143.250000 Penalty: 3207.777832
	Iteration 13Q: 3 clusters Score -2007143 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2007373.250000 Penalty: 3207.777832
	Iteration 14Q: 3 clusters Score -2007373 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2007584.875000 Penalty: 3207.777832
	Iteration 15Q: 3 clusters Score -2007585 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2007788.500000 Penalty: 3207.777832
	Iteration 16Q: 3 clusters Score -2007788 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2007980.875000 Penalty: 3207.777832
	Iteration 17Q: 3 clusters Score -2007981 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2008162.125000 Penalty: 3207.777832
	Iteration 18Q: 3 clusters Score -2008162 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2008339.125000 Penalty: 3207.777832
	Iteration 19Q: 3 clusters Score -2008339 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2008481.375000 Penalty: 3207.777832
	Iteration 20F: 3 clusters Score -2008481 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2008606.000000 Penalty: 3207.777832
	Iteration 21Q: 3 clusters Score -2008606 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2008717.750000 Penalty: 3207.777832
	Iteration 22Q: 3 clusters Score -2008718 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2008818.500000 Penalty: 3207.777832
	Iteration 23Q: 3 clusters Score -2008818 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2008905.375000 Penalty: 3207.777832
	Iteration 24Q: 3 clusters Score -2008905 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2008961.375000 Penalty: 3207.777832
	Iteration 25Q: 3 clusters Score -2008961 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2009022.250000 Penalty: 3207.777832
	Iteration 26Q: 3 clusters Score -2009022 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2009077.750000 Penalty: 3207.777832
	Iteration 27Q: 3 clusters Score -2009078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2009129.000000 Penalty: 3207.777832
	Iteration 28Q: 3 clusters Score -2009129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2009161.375000 Penalty: 3207.777832
	Iteration 29Q: 3 clusters Score -2009161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2009188.625000 Penalty: 3207.777832
	Iteration 30Q: 3 clusters Score -2009189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2009215.750000 Penalty: 3207.777832
	Iteration 31Q: 3 clusters Score -2009216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2009245.250000 Penalty: 3207.777832
	Iteration 32Q: 3 clusters Score -2009245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2009271.250000 Penalty: 3207.777832
	Iteration 33Q: 3 clusters Score -2009271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2009284.750000 Penalty: 3207.777832
	Iteration 34Q: 3 clusters Score -2009285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2009295.500000 Penalty: 3207.777832
	Iteration 35Q: 3 clusters Score -2009296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2009298.875000 Penalty: 3207.777832
	Iteration 36Q: 3 clusters Score -2009299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2009313.625000 Penalty: 3207.777832
	Iteration 37Q: 3 clusters Score -2009314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2009322.500000 Penalty: 3207.777832
	Iteration 38Q: 3 clusters Score -2009322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2009336.875000 Penalty: 3207.777832
	Iteration 39Q: 3 clusters Score -2009337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2009344.625000 Penalty: 3207.777832
	Iteration 40F: 3 clusters Score -2009345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2009357.750000 Penalty: 3207.777832
	Iteration 41Q: 3 clusters Score -2009358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2009364.625000 Penalty: 3207.777832
	Iteration 42Q: 3 clusters Score -2009365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2009368.125000 Penalty: 3207.777832
	Iteration 43Q: 3 clusters Score -2009368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2009375.500000 Penalty: 3207.777832
	Iteration 44Q: 3 clusters Score -2009376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2009382.500000 Penalty: 3207.777832
	Iteration 45Q: 3 clusters Score -2009382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2009388.125000 Penalty: 3207.777832
	Iteration 46Q: 3 clusters Score -2009388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2009391.375000 Penalty: 3207.777832
	Iteration 47Q: 3 clusters Score -2009391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2009394.375000 Penalty: 3207.777832
	Iteration 48Q: 3 clusters Score -2009394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2009401.125000 Penalty: 3207.777832
	Iteration 49Q: 3 clusters Score -2009401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2009409.750000 Penalty: 3207.777832
	Iteration 50Q: 3 clusters Score -2009410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2009416.375000 Penalty: 3207.777832
	Iteration 51Q: 3 clusters Score -2009416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2009420.750000 Penalty: 3207.777832
	Iteration 52Q: 3 clusters Score -2009421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2009427.000000 Penalty: 3207.777832
	Iteration 53Q: 3 clusters Score -2009427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2009433.750000 Penalty: 3207.777832
	Iteration 54Q: 3 clusters Score -2009434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2009435.125000 Penalty: 3207.777832
	Iteration 55Q: 3 clusters Score -2009435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2009436.750000 Penalty: 3207.777832
	Iteration 56Q: 3 clusters Score -2009437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2009436.125000 Penalty: 3207.777832
	Iteration 57Q: 3 clusters Score -2009436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2009439.125000 Penalty: 3207.777832
	Iteration 58Q: 3 clusters Score -2009439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2009438.125000 Penalty: 3207.777832
	Iteration 59Q: 3 clusters Score -2009438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2009441.000000 Penalty: 3207.777832
	Iteration 60F: 3 clusters Score -2009441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2009440.750000 Penalty: 3207.777832
	Iteration 61Q: 3 clusters Score -2009441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2009439.000000 Penalty: 3207.777832
	Iteration 62Q: 3 clusters Score -2009439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2009439.000000 Penalty: 3207.777832
	Iteration 63F: 3 clusters Score -2009439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -133752.140625 Penalty: 1164.643677
	Iteration 0F: 2 clusters Score -133752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -132134.187500 Penalty: 2329.287354
	Iteration 0F: 3 clusters Score -132134.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132419.328125 Penalty: 2329.287354
	Iteration 1F: 3 clusters Score -132419.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132493.296875 Penalty: 2329.287354
	Iteration 2F: 3 clusters Score -132493.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -132533.453125 Penalty: 2329.287354
	Iteration 3Q: 3 clusters Score -132533.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -132560.109375 Penalty: 2329.287354
	Iteration 4Q: 3 clusters Score -132560.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -132574.515625 Penalty: 2329.287354
	Iteration 5Q: 3 clusters Score -132574.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -132590.062500 Penalty: 2329.287354
	Iteration 6Q: 3 clusters Score -132590.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -132607.265625 Penalty: 2329.287354
	Iteration 7Q: 3 clusters Score -132607.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -132627.906250 Penalty: 2329.287354
	Iteration 8Q: 3 clusters Score -132627.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -132646.406250 Penalty: 2329.287354
	Iteration 9Q: 3 clusters Score -132646.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -132656.000000 Penalty: 2329.287354
	Iteration 10Q: 3 clusters Score -132656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -132658.531250 Penalty: 2329.287354
	Iteration 11Q: 3 clusters Score -132658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -132660.500000 Penalty: 2329.287354
	Iteration 12Q: 3 clusters Score -132660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -132661.453125 Penalty: 2329.287354
	Iteration 13Q: 3 clusters Score -132661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -132662.984375 Penalty: 2329.287354
	Iteration 14Q: 3 clusters Score -132663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132663.703125 Penalty: 2329.287354
	Iteration 15Q: 3 clusters Score -132663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -132664.937500 Penalty: 2329.287354
	Iteration 16Q: 3 clusters Score -132664.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -132664.937500 Penalty: 2329.287354
	Iteration 17F: 3 clusters Score -132664.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Entering Unmasked Estep 
Score: -5056255.000000 Penalty: 1755.899780
	Iteration 0F: 2 clusters Score -5056255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -5023244.500000 Penalty: 3511.799561
	Iteration 0F: 3 clusters Score -5023244 nChanged 23042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -5036642.000000 Penalty: 3511.799561
	Iteration 1F: 3 clusters Score -5036642 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -5037696.500000 Penalty: 3511.799561
	Iteration 2Q: 3 clusters Score -5037696 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -5039355.000000 Penalty: 3511.799561
	Iteration 3F: 3 clusters Score -5039355 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -5041828.500000 Penalty: 3511.799561
	Iteration 4F: 3 clusters Score -5041828 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -5044964.000000 Penalty: 3511.799561
	Iteration 5F: 3 clusters Score -5044964 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -5047761.000000 Penalty: 3511.799561
	Iteration 6F: 3 clusters Score -5047761 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5049438.500000 Penalty: 3511.799561
	Iteration 7F: 3 clusters Score -5049438 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -5050143.000000 Penalty: 3511.799561
	Iteration 8Q: 3 clusters Score -5050143 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -5050494.000000 Penalty: 3511.799561
	Iteration 9Q: 3 clusters Score -5050494 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5050668.500000 Penalty: 3511.799561
	Iteration 10Q: 3 clusters Score -5050668 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -5050931.000000 Penalty: 3511.799561
	Iteration 11Q: 3 clusters Score -5050931 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5051151.000000 Penalty: 3511.799561
	Iteration 12Q: 3 clusters Score -5051151 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -5051328.500000 Penalty: 3511.799561
	Iteration 13Q: 3 clusters Score -5051328 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -5051515.500000 Penalty: 3511.799561
	Iteration 14Q: 3 clusters Score -5051516 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -5051672.500000 Penalty: 3511.799561
	Iteration 15Q: 3 clusters Score -5051672 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -5051850.000000 Penalty: 3511.799561
	Iteration 16Q: 3 clusters Score -5051850 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -5052059.000000 Penalty: 3511.799561
	Iteration 17Q: 3 clusters Score -5052059 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -5052233.000000 Penalty: 3511.799561
	Iteration 18Q: 3 clusters Score -5052233 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5052418.500000 Penalty: 3511.799561
	Iteration 19Q: 3 clusters Score -5052418 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -5052623.000000 Penalty: 3511.799561
	Iteration 20F: 3 clusters Score -5052623 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5052775.500000 Penalty: 3511.799561
	Iteration 21Q: 3 clusters Score -5052776 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5052941.000000 Penalty: 3511.799561
	Iteration 22Q: 3 clusters Score -5052941 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -5053110.500000 Penalty: 3511.799561
	Iteration 23Q: 3 clusters Score -5053110 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -5053278.500000 Penalty: 3511.799561
	Iteration 24Q: 3 clusters Score -5053278 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5053433.500000 Penalty: 3511.799561
	Iteration 25Q: 3 clusters Score -5053434 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -5053629.500000 Penalty: 3511.799561
	Iteration 26Q: 3 clusters Score -5053630 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -5053779.500000 Penalty: 3511.799561
	Iteration 27Q: 3 clusters Score -5053780 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -5053932.500000 Penalty: 3511.799561
	Iteration 28Q: 3 clusters Score -5053932 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -5054084.000000 Penalty: 3511.799561
	Iteration 29Q: 3 clusters Score -5054084 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -5054242.500000 Penalty: 3511.799561
	Iteration 30Q: 3 clusters Score -5054242 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5054367.500000 Penalty: 3511.799561
	Iteration 31Q: 3 clusters Score -5054368 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -5054525.000000 Penalty: 3511.799561
	Iteration 32Q: 3 clusters Score -5054525 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -5054643.500000 Penalty: 3511.799561
	Iteration 33Q: 3 clusters Score -5054644 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -5054749.500000 Penalty: 3511.799561
	Iteration 34Q: 3 clusters Score -5054750 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -5054866.000000 Penalty: 3511.799561
	Iteration 35Q: 3 clusters Score -5054866 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -5054985.500000 Penalty: 3511.799561
	Iteration 36Q: 3 clusters Score -5054986 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -5055048.000000 Penalty: 3511.799561
	Iteration 37Q: 3 clusters Score -5055048 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -5055100.500000 Penalty: 3511.799561
	Iteration 38Q: 3 clusters Score -5055100 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -5055125.500000 Penalty: 3511.799561
	Iteration 39Q: 3 clusters Score -5055126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5055149.000000 Penalty: 3511.799561
	Iteration 40F: 3 clusters Score -5055149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -5055166.500000 Penalty: 3511.799561
	Iteration 41Q: 3 clusters Score -5055166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5055176.500000 Penalty: 3511.799561
	Iteration 42Q: 3 clusters Score -5055176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -5055190.500000 Penalty: 3511.799561
	Iteration 43Q: 3 clusters Score -5055190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -5055194.000000 Penalty: 3511.799561
	Iteration 44Q: 3 clusters Score -5055194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -5055205.000000 Penalty: 3511.799561
	Iteration 45Q: 3 clusters Score -5055205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -5055219.000000 Penalty: 3511.799561
	Iteration 46Q: 3 clusters Score -5055219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -5055220.500000 Penalty: 3511.799561
	Iteration 47Q: 3 clusters Score -5055220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -5055222.500000 Penalty: 3511.799561
	Iteration 48Q: 3 clusters Score -5055222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -5055227.000000 Penalty: 3511.799561
	Iteration 49Q: 3 clusters Score -5055227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -5055229.000000 Penalty: 3511.799561
	Iteration 50Q: 3 clusters Score -5055229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -5055226.500000 Penalty: 3511.799561
	Iteration 51Q: 3 clusters Score -5055226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -5055227.000000 Penalty: 3511.799561
	Iteration 52Q: 3 clusters Score -5055227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -5055227.000000 Penalty: 3511.799561
	Iteration 53F: 3 clusters Score -5055227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79313 members 
Entering Unmasked Estep 
Score: -8230641.000000 Penalty: 1833.188110
	Iteration 0F: 2 clusters Score -8230641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -8177590.000000 Penalty: 3666.376221
	Iteration 0F: 3 clusters Score -8177590 nChanged 37621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -8199665.500000 Penalty: 3666.376221
	Iteration 1F: 3 clusters Score -8199666 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -8200751.500000 Penalty: 3666.376221
	Iteration 2Q: 3 clusters Score -8200752 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -8202348.000000 Penalty: 3666.376221
	Iteration 3Q: 3 clusters Score -8202348 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -8204977.000000 Penalty: 3666.376221
	Iteration 4F: 3 clusters Score -8204977 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -8209013.500000 Penalty: 3666.376221
	Iteration 5F: 3 clusters Score -8209014 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -8214174.000000 Penalty: 3666.376221
	Iteration 6F: 3 clusters Score -8214174 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -8219129.500000 Penalty: 3666.376221
	Iteration 7F: 3 clusters Score -8219130 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -8222455.000000 Penalty: 3666.376221
	Iteration 8F: 3 clusters Score -8222455 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -8223895.500000 Penalty: 3666.376221
	Iteration 9Q: 3 clusters Score -8223896 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -8224522.000000 Penalty: 3666.376221
	Iteration 10Q: 3 clusters Score -8224522 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -8225008.500000 Penalty: 3666.376221
	Iteration 11Q: 3 clusters Score -8225008 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -8225462.500000 Penalty: 3666.376221
	Iteration 12Q: 3 clusters Score -8225462 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -8225821.000000 Penalty: 3666.376221
	Iteration 13Q: 3 clusters Score -8225821 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -8226185.500000 Penalty: 3666.376221
	Iteration 14Q: 3 clusters Score -8226186 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -8226502.000000 Penalty: 3666.376221
	Iteration 15Q: 3 clusters Score -8226502 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -8226814.000000 Penalty: 3666.376221
	Iteration 16Q: 3 clusters Score -8226814 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -8227126.500000 Penalty: 3666.376221
	Iteration 17Q: 3 clusters Score -8227126 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -8227363.500000 Penalty: 3666.376221
	Iteration 18Q: 3 clusters Score -8227364 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -8227592.000000 Penalty: 3666.376221
	Iteration 19Q: 3 clusters Score -8227592 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -8227782.500000 Penalty: 3666.376221
	Iteration 20F: 3 clusters Score -8227782 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -8227996.000000 Penalty: 3666.376221
	Iteration 21Q: 3 clusters Score -8227996 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -8228178.500000 Penalty: 3666.376221
	Iteration 22Q: 3 clusters Score -8228178 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -8228330.000000 Penalty: 3666.376221
	Iteration 23Q: 3 clusters Score -8228330 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8228433.000000 Penalty: 3666.376221
	Iteration 24Q: 3 clusters Score -8228433 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -8228537.500000 Penalty: 3666.376221
	Iteration 25Q: 3 clusters Score -8228538 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -8228677.500000 Penalty: 3666.376221
	Iteration 26Q: 3 clusters Score -8228678 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -8228769.500000 Penalty: 3666.376221
	Iteration 27Q: 3 clusters Score -8228770 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -8228850.000000 Penalty: 3666.376221
	Iteration 28Q: 3 clusters Score -8228850 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8228902.500000 Penalty: 3666.376221
	Iteration 29Q: 3 clusters Score -8228902 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8228946.000000 Penalty: 3666.376221
	Iteration 30Q: 3 clusters Score -8228946 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8228997 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8229066 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8229132 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8229223 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8229268 nChanged 115
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Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8229304 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8229338 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76823 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8229365 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8229383 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8229386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8229406 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8229422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8229437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8229434 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8229438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8229462 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8229468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8229470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8229474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8229470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8229476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8229478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8229474 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8229466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8229470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8229476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8229488.000000 Penalty: 3666.376221
	Iteration 58Q: 3 clusters Score -8229488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8229486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8229486 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8229484 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8229480 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8229480 nChanged 7
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Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8229484 nChanged 3
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Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8229485 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8229466 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8229474 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8229472 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8229470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8229464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8229471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77444 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8229472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8229474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8229478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8229470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8229470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77463 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8229474 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8229474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8229470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8229478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8229481.500000 Penalty: 3666.376221
	Iteration 81Q: 3 clusters Score -8229482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8229476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8229478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8229482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8229487.500000 Penalty: 3666.376221
	Iteration 85Q: 3 clusters Score -8229488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8229487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8229493.000000 Penalty: 3666.376221
	Iteration 87Q: 3 clusters Score -8229493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8229499.000000 Penalty: 3666.376221
	Iteration 88Q: 3 clusters Score -8229499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8229507.000000 Penalty: 3666.376221
	Iteration 89Q: 3 clusters Score -8229507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8229500 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8229502 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8229505 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8229510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77593 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8229510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8229518.000000 Penalty: 3666.376221
	Iteration 95Q: 3 clusters Score -8229518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8229525.500000 Penalty: 3666.376221
	Iteration 96Q: 3 clusters Score -8229526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8229524.500000 Penalty: 3666.376221
	Iteration 97Q: 3 clusters Score -8229524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8229522.500000 Penalty: 3666.376221
	Iteration 98Q: 3 clusters Score -8229522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8229529.500000 Penalty: 3666.376221
	Iteration 99Q: 3 clusters Score -8229530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8229523.000000 Penalty: 3666.376221
	Iteration 100F: 3 clusters Score -8229523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8229516.000000 Penalty: 3666.376221
	Iteration 101Q: 3 clusters Score -8229516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8229514.000000 Penalty: 3666.376221
	Iteration 102Q: 3 clusters Score -8229514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8229519.000000 Penalty: 3666.376221
	Iteration 103Q: 3 clusters Score -8229519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8229510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8229511.500000 Penalty: 3666.376221
	Iteration 105Q: 3 clusters Score -8229512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8229513.000000 Penalty: 3666.376221
	Iteration 106Q: 3 clusters Score -8229513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8229512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8229521.500000 Penalty: 3666.376221
	Iteration 108Q: 3 clusters Score -8229522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8229515.000000 Penalty: 3666.376221
	Iteration 109Q: 3 clusters Score -8229515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8229522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8229520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8229516.500000 Penalty: 3666.376221
	Iteration 112Q: 3 clusters Score -8229516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8229529.000000 Penalty: 3666.376221
	Iteration 113Q: 3 clusters Score -8229529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8229530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8229533.500000 Penalty: 3666.376221
	Iteration 115Q: 3 clusters Score -8229534 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8229540 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
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	Iteration 117F: 3 clusters Score -8229540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26085 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2710002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2692440 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2699014 nChanged 1287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2699498 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2700113.500000 Penalty: 3304.962646
	Iteration 3F: 3 clusters Score -2700114 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2701043.750000 Penalty: 3304.962646
	Iteration 4F: 3 clusters Score -2701044 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2702491.250000 Penalty: 3304.962646
	Iteration 5F: 3 clusters Score -2702491 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2704370.000000 Penalty: 3304.962646
	Iteration 6F: 3 clusters Score -2704370 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2706253.250000 Penalty: 3304.962646
	Iteration 7F: 3 clusters Score -2706253 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -2707496.250000 Penalty: 3304.962646
	Iteration 8Q: 3 clusters Score -2707496 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2708117.250000 Penalty: 3304.962646
	Iteration 9Q: 3 clusters Score -2708117 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -2708369.250000 Penalty: 3304.962646
	Iteration 10Q: 3 clusters Score -2708369 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2708501.750000 Penalty: 3304.962646
	Iteration 11Q: 3 clusters Score -2708502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -2708545.500000 Penalty: 3304.962646
	Iteration 12Q: 3 clusters Score -2708546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2708582.250000 Penalty: 3304.962646
	Iteration 13Q: 3 clusters Score -2708582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -2708592.000000 Penalty: 3304.962646
	Iteration 14Q: 3 clusters Score -2708592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2708613.250000 Penalty: 3304.962646
	Iteration 15Q: 3 clusters Score -2708613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -2708625.250000 Penalty: 3304.962646
	Iteration 16Q: 3 clusters Score -2708625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2708626.500000 Penalty: 3304.962646
	Iteration 17Q: 3 clusters Score -2708626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2708635.500000 Penalty: 3304.962646
	Iteration 18Q: 3 clusters Score -2708636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -2708635.000000 Penalty: 3304.962646
	Iteration 19Q: 3 clusters Score -2708635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -2708642.250000 Penalty: 3304.962646
	Iteration 20F: 3 clusters Score -2708642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -2708642.750000 Penalty: 3304.962646
	Iteration 21Q: 3 clusters Score -2708643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2708644.000000 Penalty: 3304.962646
	Iteration 22Q: 3 clusters Score -2708644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2708646.000000 Penalty: 3304.962646
	Iteration 23Q: 3 clusters Score -2708646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -2708645.000000 Penalty: 3304.962646
	Iteration 24Q: 3 clusters Score -2708645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2708648.250000 Penalty: 3304.962646
	Iteration 25Q: 3 clusters Score -2708648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2708648.250000 Penalty: 3304.962646
	Iteration 26F: 3 clusters Score -2708648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Entering Unmasked Estep 
Score: -5540801.500000 Penalty: 1778.200928
	Iteration 0F: 2 clusters Score -5540802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -5502849.000000 Penalty: 3556.401855
	Iteration 0F: 3 clusters Score -5502849 nChanged 26712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -5518077.000000 Penalty: 3556.401855
	Iteration 1F: 3 clusters Score -5518077 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -5519071.500000 Penalty: 3556.401855
	Iteration 2Q: 3 clusters Score -5519072 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -5521733.500000 Penalty: 3556.401855
	Iteration 3F: 3 clusters Score -5521734 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -5527680.000000 Penalty: 3556.401855
	Iteration 4F: 3 clusters Score -5527680 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -5535294.000000 Penalty: 3556.401855
	Iteration 5F: 3 clusters Score -5535294 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -5540462.500000 Penalty: 3556.401855
	Iteration 6F: 3 clusters Score -5540462 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -5542452.500000 Penalty: 3556.401855
	Iteration 7F: 3 clusters Score -5542452 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -5543200.000000 Penalty: 3556.401855
	Iteration 8Q: 3 clusters Score -5543200 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -5543702.500000 Penalty: 3556.401855
	Iteration 9Q: 3 clusters Score -5543702 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -5544098.000000 Penalty: 3556.401855
	Iteration 10Q: 3 clusters Score -5544098 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -5544538.500000 Penalty: 3556.401855
	Iteration 11Q: 3 clusters Score -5544538 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5544960.000000 Penalty: 3556.401855
	Iteration 12Q: 3 clusters Score -5544960 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5545345.000000 Penalty: 3556.401855
	Iteration 13Q: 3 clusters Score -5545345 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5545714.500000 Penalty: 3556.401855
	Iteration 14Q: 3 clusters Score -5545714 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5545928.000000 Penalty: 3556.401855
	Iteration 15Q: 3 clusters Score -5545928 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5546052.000000 Penalty: 3556.401855
	Iteration 16Q: 3 clusters Score -5546052 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5546073.500000 Penalty: 3556.401855
	Iteration 17Q: 3 clusters Score -5546074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5546100.000000 Penalty: 3556.401855
	Iteration 18Q: 3 clusters Score -5546100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5546110.500000 Penalty: 3556.401855
	Iteration 19Q: 3 clusters Score -5546110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5546123.000000 Penalty: 3556.401855
	Iteration 20F: 3 clusters Score -5546123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5546132.500000 Penalty: 3556.401855
	Iteration 21Q: 3 clusters Score -5546132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5546127.500000 Penalty: 3556.401855
	Iteration 22Q: 3 clusters Score -5546128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5546130.000000 Penalty: 3556.401855
	Iteration 23Q: 3 clusters Score -5546130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5546129.000000 Penalty: 3556.401855
	Iteration 24Q: 3 clusters Score -5546129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5546127.500000 Penalty: 3556.401855
	Iteration 25Q: 3 clusters Score -5546128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5546127.500000 Penalty: 3556.401855
	Iteration 26Q: 3 clusters Score -5546128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5546128.500000 Penalty: 3556.401855
	Iteration 27Q: 3 clusters Score -5546128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5546128.500000 Penalty: 3556.401855
	Iteration 28F: 3 clusters Score -5546128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 311352 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 290862 members 
Mstep: Class 6 contains 58330 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 33053 members 
Mstep: Class 9 contains 19343 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 14 contains 49293 members 
Mstep: Class 15 contains 79313 members 
Mstep: Class 16 contains 26085 members 
Mstep: Class 18 contains 53587 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 22 contains 3147 members 
Entering Unmasked Estep 
Score: -94116792.000000 Penalty: 35761.781250
Splitting cluster 18 changes total score from -94111432.000000 to -94116792.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 19 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -216157.296875 Penalty: 1235.471313
	Iteration 0F: 2 clusters Score -216157.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -214051.718750 Penalty: 2470.942627
	Iteration 0F: 3 clusters Score -214051.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -214481.859375 Penalty: 2470.942627
	Iteration 1F: 3 clusters Score -214481.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -214577.921875 Penalty: 2470.942627
	Iteration 2F: 3 clusters Score -214577.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -214634.671875 Penalty: 2470.942627
	Iteration 3Q: 3 clusters Score -214634.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -214673.078125 Penalty: 2470.942627
	Iteration 4Q: 3 clusters Score -214673.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -214707.250000 Penalty: 2470.942627
	Iteration 5Q: 3 clusters Score -214707.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -214729.093750 Penalty: 2470.942627
	Iteration 6Q: 3 clusters Score -214729.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -214737.671875 Penalty: 2470.942627
	Iteration 7Q: 3 clusters Score -214737.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -214743.375000 Penalty: 2470.942627
	Iteration 8Q: 3 clusters Score -214743.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -214746.609375 Penalty: 2470.942627
	Iteration 9Q: 3 clusters Score -214746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -214747.437500 Penalty: 2470.942627
	Iteration 10Q: 3 clusters Score -214747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -214748.468750 Penalty: 2470.942627
	Iteration 11Q: 3 clusters Score -214748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -214750.578125 Penalty: 2470.942627
	Iteration 12Q: 3 clusters Score -214750.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -214752.062500 Penalty: 2470.942627
	Iteration 13Q: 3 clusters Score -214752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -214754.687500 Penalty: 2470.942627
	Iteration 14Q: 3 clusters Score -214754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -214755.187500 Penalty: 2470.942627
	Iteration 15Q: 3 clusters Score -214755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -214758.437500 Penalty: 2470.942627
	Iteration 16Q: 3 clusters Score -214758.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -214763.593750 Penalty: 2470.942627
	Iteration 17Q: 3 clusters Score -214763.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -214767.125000 Penalty: 2470.942627
	Iteration 18Q: 3 clusters Score -214767.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -214771.968750 Penalty: 2470.942627
	Iteration 19Q: 3 clusters Score -214772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -214776.984375 Penalty: 2470.942627
	Iteration 20F: 3 clusters Score -214777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -214782.281250 Penalty: 2470.942627
	Iteration 21Q: 3 clusters Score -214782.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -214787.812500 Penalty: 2470.942627
	Iteration 22Q: 3 clusters Score -214787.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -214792.968750 Penalty: 2470.942627
	Iteration 23Q: 3 clusters Score -214793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -214798.781250 Penalty: 2470.942627
	Iteration 24Q: 3 clusters Score -214798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -214802.890625 Penalty: 2470.942627
	Iteration 25Q: 3 clusters Score -214802.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -214808.062500 Penalty: 2470.942627
	Iteration 26Q: 3 clusters Score -214808.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -214811.562500 Penalty: 2470.942627
	Iteration 27Q: 3 clusters Score -214811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -214813.046875 Penalty: 2470.942627
	Iteration 28Q: 3 clusters Score -214813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -214815.171875 Penalty: 2470.942627
	Iteration 29Q: 3 clusters Score -214815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -214816.140625 Penalty: 2470.942627
	Iteration 30Q: 3 clusters Score -214816.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -214816.140625 Penalty: 2470.942627
	Iteration 31F: 3 clusters Score -214816.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Entering Unmasked Estep 
Score: -310374.687500 Penalty: 1308.808350
	Iteration 0F: 2 clusters Score -310374.7 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 1548 members 
Entering Unmasked Estep 
Score: -307554.906250 Penalty: 2617.616699
	Iteration 0F: 3 clusters Score -307554.9 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -308427.625000 Penalty: 2617.616699
	Iteration 1F: 3 clusters Score -308427.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -308884.593750 Penalty: 2617.616699
	Iteration 2F: 3 clusters Score -308884.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -309164.218750 Penalty: 2617.616699
	Iteration 3F: 3 clusters Score -309164.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -309389.718750 Penalty: 2617.616699
	Iteration 4F: 3 clusters Score -309389.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -309602.218750 Penalty: 2617.616699
	Iteration 5F: 3 clusters Score -309602.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -309827.968750 Penalty: 2617.616699
	Iteration 6F: 3 clusters Score -309828 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -310062.812500 Penalty: 2617.616699
	Iteration 7Q: 3 clusters Score -310062.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -310330.218750 Penalty: 2617.616699
	Iteration 8Q: 3 clusters Score -310330.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -310504.125000 Penalty: 2617.616699
	Iteration 9Q: 3 clusters Score -310504.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -310637.218750 Penalty: 2617.616699
	Iteration 10Q: 3 clusters Score -310637.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -310707.156250 Penalty: 2617.616699
	Iteration 11Q: 3 clusters Score -310707.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -310730.406250 Penalty: 2617.616699
	Iteration 12Q: 3 clusters Score -310730.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -310739.875000 Penalty: 2617.616699
	Iteration 13Q: 3 clusters Score -310739.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -310746.843750 Penalty: 2617.616699
	Iteration 14Q: 3 clusters Score -310746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -310751.156250 Penalty: 2617.616699
	Iteration 15Q: 3 clusters Score -310751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -310753.218750 Penalty: 2617.616699
	Iteration 16Q: 3 clusters Score -310753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -310754.000000 Penalty: 2617.616699
	Iteration 17Q: 3 clusters Score -310754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -310754.000000 Penalty: 2617.616699
	Iteration 18F: 3 clusters Score -310754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 311352 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 290862 members 
Mstep: Class 6 contains 58330 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 33053 members 
Mstep: Class 9 contains 19343 members 
Mstep: Class 10 contains 2274 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 14 contains 49293 members 
Mstep: Class 15 contains 79313 members 
Mstep: Class 16 contains 26085 members 
Mstep: Class 18 contains 53587 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 22 contains 873 members 
Entering Unmasked Estep 
Score: -94116072.000000 Penalty: 37996.894531
Splitting cluster 22 changes total score from -94111432.000000 to -94116072.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 311352 members 
Mstep: Class 5 contains 290862 members 
Mstep: Class 6 contains 58330 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 33053 members 
Mstep: Class 9 contains 19343 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 14 contains 49293 members 
Mstep: Class 15 contains 79313 members 
Mstep: Class 16 contains 26085 members 
Mstep: Class 18 contains 53587 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 22 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94117456.000000 Penalty: 37996.894531
Iteration 39Q: 18 clusters Score -9.411746e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 309624 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 291094 members 
Mstep: Class 6 contains 58527 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 32831 members 
Mstep: Class 9 contains 19391 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 14 contains 48018 members 
Mstep: Class 15 contains 79940 members 
Mstep: Class 16 contains 27143 members 
Mstep: Class 18 contains 54561 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 22 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120360.000000 Penalty: 37996.894531
Iteration 40F: 18 clusters Score -9.412036e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7743 members 
Mstep: Class 3 contains 308903 members 
Mstep: Class 4 contains 3036 members 
Mstep: Class 5 contains 289896 members 
Mstep: Class 6 contains 58705 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 20017 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 14 contains 46531 members 
Mstep: Class 15 contains 80295 members 
Mstep: Class 16 contains 28271 members 
Mstep: Class 18 contains 55123 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 22 contains 989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122144.000000 Penalty: 37996.894531
Iteration 41Q: 18 clusters Score -9.412214e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 308248 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 289125 members 
Mstep: Class 6 contains 58840 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 32352 members 
Mstep: Class 9 contains 20505 members 
Mstep: Class 10 contains 2392 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 14 contains 44976 members 
Mstep: Class 15 contains 80749 members 
Mstep: Class 16 contains 29432 members 
Mstep: Class 18 contains 55482 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 22 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123704.000000 Penalty: 37996.894531
Iteration 42Q: 18 clusters Score -9.41237e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8324 members 
Mstep: Class 3 contains 307704 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 288577 members 
Mstep: Class 6 contains 58913 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 32095 members 
Mstep: Class 9 contains 20926 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 1310 members 
Mstep: Class 14 contains 43395 members 
Mstep: Class 15 contains 81151 members 
Mstep: Class 16 contains 30599 members 
Mstep: Class 18 contains 55721 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 22 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94125112.000000 Penalty: 37996.894531
Iteration 43Q: 18 clusters Score -9.412511e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8638 members 
Mstep: Class 3 contains 307214 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 288143 members 
Mstep: Class 6 contains 58994 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 31818 members 
Mstep: Class 9 contains 21265 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 1309 members 
Mstep: Class 14 contains 41810 members 
Mstep: Class 15 contains 81556 members 
Mstep: Class 16 contains 31787 members 
Mstep: Class 18 contains 55924 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 22 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126024.000000 Penalty: 37996.894531
Iteration 44Q: 18 clusters Score -9.412602e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8947 members 
Mstep: Class 3 contains 306773 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 287807 members 
Mstep: Class 6 contains 59064 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 31511 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 1322 members 
Mstep: Class 14 contains 40202 members 
Mstep: Class 15 contains 81953 members 
Mstep: Class 16 contains 33021 members 
Mstep: Class 18 contains 56108 members 
Mstep: Class 19 contains 2205 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127176.000000 Penalty: 37996.894531
Iteration 45Q: 18 clusters Score -9.412718e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9264 members 
Mstep: Class 3 contains 306414 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 287496 members 
Mstep: Class 6 contains 59114 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 31215 members 
Mstep: Class 9 contains 21760 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 1325 members 
Mstep: Class 14 contains 38644 members 
Mstep: Class 15 contains 82340 members 
Mstep: Class 16 contains 34270 members 
Mstep: Class 18 contains 56210 members 
Mstep: Class 19 contains 2232 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128160.000000 Penalty: 37996.894531
Iteration 46Q: 18 clusters Score -9.412816e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9612 members 
Mstep: Class 3 contains 305977 members 
Mstep: Class 4 contains 3813 members 
Mstep: Class 5 contains 287243 members 
Mstep: Class 6 contains 59137 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 8 contains 30922 members 
Mstep: Class 9 contains 21990 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 11 contains 1345 members 
Mstep: Class 14 contains 37234 members 
Mstep: Class 15 contains 82722 members 
Mstep: Class 16 contains 35412 members 
Mstep: Class 18 contains 56279 members 
Mstep: Class 19 contains 2265 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94129600.000000 Penalty: 37996.894531
Iteration 47Q: 18 clusters Score -9.41296e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9965 members 
Mstep: Class 3 contains 305576 members 
Mstep: Class 4 contains 3943 members 
Mstep: Class 5 contains 287043 members 
Mstep: Class 6 contains 59199 members 
Mstep: Class 7 contains 2207 members 
Mstep: Class 8 contains 30611 members 
Mstep: Class 9 contains 22162 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 14 contains 35891 members 
Mstep: Class 15 contains 83050 members 
Mstep: Class 16 contains 36481 members 
Mstep: Class 18 contains 56349 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 22 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130968.000000 Penalty: 37996.894531
Iteration 48Q: 18 clusters Score -9.413097e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10347 members 
Mstep: Class 3 contains 305191 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 286763 members 
Mstep: Class 6 contains 59291 members 
Mstep: Class 7 contains 2214 members 
Mstep: Class 8 contains 30346 members 
Mstep: Class 9 contains 22303 members 
Mstep: Class 10 contains 2467 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 14 contains 34742 members 
Mstep: Class 15 contains 83392 members 
Mstep: Class 16 contains 37345 members 
Mstep: Class 18 contains 56416 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 22 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94131808.000000 Penalty: 37996.894531
Iteration 49Q: 18 clusters Score -9.413181e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 304769 members 
Mstep: Class 4 contains 4177 members 
Mstep: Class 5 contains 286571 members 
Mstep: Class 6 contains 59364 members 
Mstep: Class 7 contains 2230 members 
Mstep: Class 8 contains 30067 members 
Mstep: Class 9 contains 22443 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 14 contains 33781 members 
Mstep: Class 15 contains 83710 members 
Mstep: Class 16 contains 38019 members 
Mstep: Class 18 contains 56473 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 22 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132792.000000 Penalty: 37996.894531
Iteration 50Q: 18 clusters Score -9.413279e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11185 members 
Mstep: Class 3 contains 304397 members 
Mstep: Class 4 contains 4285 members 
Mstep: Class 5 contains 286393 members 
Mstep: Class 6 contains 59452 members 
Mstep: Class 7 contains 2224 members 
Mstep: Class 8 contains 29789 members 
Mstep: Class 9 contains 22543 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 14 contains 32978 members 
Mstep: Class 15 contains 83969 members 
Mstep: Class 16 contains 38554 members 
Mstep: Class 18 contains 56506 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 22 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132864.000000 Penalty: 37996.894531
Iteration 51Q: 18 clusters Score -9.413286e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11636 members 
Mstep: Class 3 contains 303990 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 5 contains 286248 members 
Mstep: Class 6 contains 59525 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 8 contains 29481 members 
Mstep: Class 9 contains 22646 members 
Mstep: Class 10 contains 2489 members 
Mstep: Class 11 contains 1419 members 
Mstep: Class 14 contains 32304 members 
Mstep: Class 15 contains 84245 members 
Mstep: Class 16 contains 38974 members 
Mstep: Class 18 contains 56532 members 
Mstep: Class 19 contains 2384 members 
Mstep: Class 22 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133160.000000 Penalty: 37996.894531
Iteration 52Q: 18 clusters Score -9.413316e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12078 members 
Mstep: Class 3 contains 303590 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 286145 members 
Mstep: Class 6 contains 59640 members 
Mstep: Class 7 contains 2234 members 
Mstep: Class 8 contains 29114 members 
Mstep: Class 9 contains 22704 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 1437 members 
Mstep: Class 14 contains 31766 members 
Mstep: Class 15 contains 84562 members 
Mstep: Class 16 contains 39262 members 
Mstep: Class 18 contains 56575 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 22 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133768.000000 Penalty: 37996.894531
Iteration 53Q: 18 clusters Score -9.413377e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12544 members 
Mstep: Class 3 contains 303203 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 286038 members 
Mstep: Class 6 contains 59743 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 28761 members 
Mstep: Class 9 contains 22758 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 1458 members 
Mstep: Class 14 contains 31317 members 
Mstep: Class 15 contains 84837 members 
Mstep: Class 16 contains 39498 members 
Mstep: Class 18 contains 56600 members 
Mstep: Class 19 contains 2424 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134000.000000 Penalty: 37996.894531
Iteration 54Q: 18 clusters Score -9.4134e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13034 members 
Mstep: Class 3 contains 302868 members 
Mstep: Class 4 contains 4578 members 
Mstep: Class 5 contains 285911 members 
Mstep: Class 6 contains 59813 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 28380 members 
Mstep: Class 9 contains 22801 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 14 contains 30957 members 
Mstep: Class 15 contains 85074 members 
Mstep: Class 16 contains 39697 members 
Mstep: Class 18 contains 56629 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 22 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133928.000000 Penalty: 37996.894531
Iteration 55Q: 18 clusters Score -9.413393e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13545 members 
Mstep: Class 3 contains 302486 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 285737 members 
Mstep: Class 6 contains 59894 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 28013 members 
Mstep: Class 9 contains 22856 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 14 contains 30643 members 
Mstep: Class 15 contains 85344 members 
Mstep: Class 16 contains 39846 members 
Mstep: Class 18 contains 56673 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 22 contains 1169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134144.000000 Penalty: 37996.894531
Iteration 56Q: 18 clusters Score -9.413414e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14048 members 
Mstep: Class 3 contains 302183 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 285532 members 
Mstep: Class 6 contains 59957 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 27639 members 
Mstep: Class 9 contains 22896 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 14 contains 30381 members 
Mstep: Class 15 contains 85614 members 
Mstep: Class 16 contains 39948 members 
Mstep: Class 18 contains 56701 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 22 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134408.000000 Penalty: 37996.894531
Iteration 57Q: 18 clusters Score -9.413441e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14543 members 
Mstep: Class 3 contains 301804 members 
Mstep: Class 4 contains 4714 members 
Mstep: Class 5 contains 285397 members 
Mstep: Class 6 contains 60026 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 27316 members 
Mstep: Class 9 contains 22922 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 30156 members 
Mstep: Class 15 contains 85875 members 
Mstep: Class 16 contains 40015 members 
Mstep: Class 18 contains 56715 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 22 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134408.000000 Penalty: 37996.894531
Iteration 58Q: 18 clusters Score -9.413441e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 301472 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 285232 members 
Mstep: Class 6 contains 60099 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 26965 members 
Mstep: Class 9 contains 22955 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 14 contains 29949 members 
Mstep: Class 15 contains 86169 members 
Mstep: Class 16 contains 40065 members 
Mstep: Class 18 contains 56727 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 22 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134184.000000 Penalty: 37996.894531
Iteration 59Q: 18 clusters Score -9.413418e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 301141 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 285163 members 
Mstep: Class 6 contains 60162 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 26608 members 
Mstep: Class 9 contains 22947 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 14 contains 29762 members 
Mstep: Class 15 contains 86474 members 
Mstep: Class 16 contains 40094 members 
Mstep: Class 18 contains 56735 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 22 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134600.000000 Penalty: 37996.894531
Iteration 60F: 18 clusters Score -9.41346e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15934 members 
Mstep: Class 3 contains 300893 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 284958 members 
Mstep: Class 6 contains 60261 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 26243 members 
Mstep: Class 9 contains 22918 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 14 contains 29562 members 
Mstep: Class 15 contains 86772 members 
Mstep: Class 16 contains 40156 members 
Mstep: Class 18 contains 56706 members 
Mstep: Class 19 contains 2536 members 
Mstep: Class 22 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134840.000000 Penalty: 37996.894531
Iteration 61Q: 18 clusters Score -9.413484e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16460 members 
Mstep: Class 3 contains 300578 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 284757 members 
Mstep: Class 6 contains 60365 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 25933 members 
Mstep: Class 9 contains 22900 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 1871 members 
Mstep: Class 14 contains 29386 members 
Mstep: Class 15 contains 87074 members 
Mstep: Class 16 contains 40181 members 
Mstep: Class 18 contains 56672 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 22 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134752.000000 Penalty: 37996.894531
Iteration 62Q: 18 clusters Score -9.413475e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17029 members 
Mstep: Class 3 contains 300242 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 284569 members 
Mstep: Class 6 contains 60439 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 25610 members 
Mstep: Class 9 contains 22874 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 14 contains 29242 members 
Mstep: Class 15 contains 87344 members 
Mstep: Class 16 contains 40207 members 
Mstep: Class 18 contains 56666 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135016.000000 Penalty: 37996.894531
Iteration 63Q: 18 clusters Score -9.413502e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17645 members 
Mstep: Class 3 contains 299969 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 284322 members 
Mstep: Class 6 contains 60512 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 25294 members 
Mstep: Class 9 contains 22854 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 1976 members 
Mstep: Class 14 contains 29079 members 
Mstep: Class 15 contains 87594 members 
Mstep: Class 16 contains 40197 members 
Mstep: Class 18 contains 56657 members 
Mstep: Class 19 contains 2563 members 
Mstep: Class 22 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135560.000000 Penalty: 37996.894531
Iteration 64Q: 18 clusters Score -9.413556e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18301 members 
Mstep: Class 3 contains 299620 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 284168 members 
Mstep: Class 6 contains 60602 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 24944 members 
Mstep: Class 9 contains 22843 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 14 contains 28945 members 
Mstep: Class 15 contains 87812 members 
Mstep: Class 16 contains 40183 members 
Mstep: Class 18 contains 56624 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 22 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135232.000000 Penalty: 37996.894531
Iteration 65Q: 18 clusters Score -9.413523e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 18975 members 
Mstep: Class 3 contains 299196 members 
Mstep: Class 4 contains 4954 members 
Mstep: Class 5 contains 284034 members 
Mstep: Class 6 contains 60721 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 24592 members 
Mstep: Class 9 contains 22821 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 2049 members 
Mstep: Class 14 contains 28830 members 
Mstep: Class 15 contains 88029 members 
Mstep: Class 16 contains 40185 members 
Mstep: Class 18 contains 56592 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 22 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135168.000000 Penalty: 37996.894531
Iteration 66Q: 18 clusters Score -9.413517e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 19687 members 
Mstep: Class 3 contains 298768 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 283935 members 
Mstep: Class 6 contains 60835 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 24220 members 
Mstep: Class 9 contains 22766 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 14 contains 28722 members 
Mstep: Class 15 contains 88233 members 
Mstep: Class 16 contains 40192 members 
Mstep: Class 18 contains 56564 members 
Mstep: Class 19 contains 2607 members 
Mstep: Class 22 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135384.000000 Penalty: 37996.894531
Iteration 67Q: 18 clusters Score -9.413538e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20429 members 
Mstep: Class 3 contains 298395 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 5 contains 283699 members 
Mstep: Class 6 contains 60947 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 23859 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 14 contains 28632 members 
Mstep: Class 15 contains 88449 members 
Mstep: Class 16 contains 40176 members 
Mstep: Class 18 contains 56540 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 22 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134944.000000 Penalty: 37996.894531
Iteration 68Q: 18 clusters Score -9.413494e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21148 members 
Mstep: Class 3 contains 297942 members 
Mstep: Class 4 contains 4978 members 
Mstep: Class 5 contains 283546 members 
Mstep: Class 6 contains 61044 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 23504 members 
Mstep: Class 9 contains 22727 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 14 contains 28528 members 
Mstep: Class 15 contains 88688 members 
Mstep: Class 16 contains 40157 members 
Mstep: Class 18 contains 56521 members 
Mstep: Class 19 contains 2631 members 
Mstep: Class 22 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134632.000000 Penalty: 37996.894531
Iteration 69Q: 18 clusters Score -9.413463e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21914 members 
Mstep: Class 3 contains 297487 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 283347 members 
Mstep: Class 6 contains 61168 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 23132 members 
Mstep: Class 9 contains 22688 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 14 contains 28450 members 
Mstep: Class 15 contains 88941 members 
Mstep: Class 16 contains 40123 members 
Mstep: Class 18 contains 56505 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 22 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134384.000000 Penalty: 37996.894531
Iteration 70Q: 18 clusters Score -9.413438e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 22670 members 
Mstep: Class 3 contains 297051 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 283126 members 
Mstep: Class 6 contains 61313 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 22762 members 
Mstep: Class 9 contains 22641 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 14 contains 28365 members 
Mstep: Class 15 contains 89183 members 
Mstep: Class 16 contains 40095 members 
Mstep: Class 18 contains 56502 members 
Mstep: Class 19 contains 2665 members 
Mstep: Class 22 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134136.000000 Penalty: 37996.894531
Iteration 71Q: 18 clusters Score -9.413414e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 23460 members 
Mstep: Class 3 contains 296573 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 282979 members 
Mstep: Class 6 contains 61416 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 8 contains 22392 members 
Mstep: Class 9 contains 22597 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 14 contains 28287 members 
Mstep: Class 15 contains 89411 members 
Mstep: Class 16 contains 40076 members 
Mstep: Class 18 contains 56505 members 
Mstep: Class 19 contains 2671 members 
Mstep: Class 22 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133672.000000 Penalty: 37996.894531
Iteration 72Q: 18 clusters Score -9.413367e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 24231 members 
Mstep: Class 3 contains 296099 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 282819 members 
Mstep: Class 6 contains 61541 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 21995 members 
Mstep: Class 9 contains 22560 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 14 contains 28215 members 
Mstep: Class 15 contains 89639 members 
Mstep: Class 16 contains 40067 members 
Mstep: Class 18 contains 56500 members 
Mstep: Class 19 contains 2676 members 
Mstep: Class 22 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133384.000000 Penalty: 37996.894531
Iteration 73Q: 18 clusters Score -9.413338e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24948 members 
Mstep: Class 3 contains 295610 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 282791 members 
Mstep: Class 6 contains 61653 members 
Mstep: Class 7 contains 2217 members 
Mstep: Class 8 contains 21562 members 
Mstep: Class 9 contains 22507 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 14 contains 28157 members 
Mstep: Class 15 contains 89846 members 
Mstep: Class 16 contains 40079 members 
Mstep: Class 18 contains 56490 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 22 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133472.000000 Penalty: 37996.894531
Iteration 74Q: 18 clusters Score -9.413347e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 25699 members 
Mstep: Class 3 contains 295065 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 282782 members 
Mstep: Class 6 contains 61765 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 21107 members 
Mstep: Class 9 contains 22456 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 14 contains 28112 members 
Mstep: Class 15 contains 90073 members 
Mstep: Class 16 contains 40076 members 
Mstep: Class 18 contains 56479 members 
Mstep: Class 19 contains 2697 members 
Mstep: Class 22 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133704.000000 Penalty: 37996.894531
Iteration 75Q: 18 clusters Score -9.41337e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26449 members 
Mstep: Class 3 contains 294446 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 282783 members 
Mstep: Class 6 contains 61888 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 20669 members 
Mstep: Class 9 contains 22411 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 2330 members 
Mstep: Class 14 contains 28067 members 
Mstep: Class 15 contains 90315 members 
Mstep: Class 16 contains 40094 members 
Mstep: Class 18 contains 56468 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 22 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134024.000000 Penalty: 37996.894531
Iteration 76Q: 18 clusters Score -9.413402e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27205 members 
Mstep: Class 3 contains 293814 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 282832 members 
Mstep: Class 6 contains 62022 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 20219 members 
Mstep: Class 9 contains 22343 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 14 contains 28053 members 
Mstep: Class 15 contains 90530 members 
Mstep: Class 16 contains 40104 members 
Mstep: Class 18 contains 56440 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 22 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133832.000000 Penalty: 37996.894531
Iteration 77Q: 18 clusters Score -9.413383e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27914 members 
Mstep: Class 3 contains 293124 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 282979 members 
Mstep: Class 6 contains 62153 members 
Mstep: Class 7 contains 2187 members 
Mstep: Class 8 contains 19739 members 
Mstep: Class 9 contains 22269 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 14 contains 28048 members 
Mstep: Class 15 contains 90774 members 
Mstep: Class 16 contains 40110 members 
Mstep: Class 18 contains 56422 members 
Mstep: Class 19 contains 2723 members 
Mstep: Class 22 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133776.000000 Penalty: 37996.894531
Iteration 78Q: 18 clusters Score -9.413378e+07 nChanged 3896
Entering ConstructFrom: 
Score: -94133776.000000 Penalty: 37996.894531
Entering ConstructFrom: 
Trying to split cluster 1 (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: -113795.453125 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -113795.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -112266.515625 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -112266.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112731.562500 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -112731.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112957.601562 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -112957.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113072.671875 Penalty: 2312.300049
	Iteration 3F: 3 clusters Score -113072.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -113140.976562 Penalty: 2312.300049
	Iteration 4F: 3 clusters Score -113141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113174.867188 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -113174.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -113194.765625 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -113194.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -113211.320312 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -113211.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -113221.382812 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -113221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113228.914062 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -113228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113234.507812 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -113234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113243.257812 Penalty: 2312.300049
	Iteration 11Q: 3 clusters Score -113243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -113265.164062 Penalty: 2312.300049
	Iteration 12Q: 3 clusters Score -113265.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -113288.671875 Penalty: 2312.300049
	Iteration 13Q: 3 clusters Score -113288.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -113305.234375 Penalty: 2312.300049
	Iteration 14Q: 3 clusters Score -113305.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -113314.843750 Penalty: 2312.300049
	Iteration 15Q: 3 clusters Score -113314.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -113320.773438 Penalty: 2312.300049
	Iteration 16Q: 3 clusters Score -113320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113323.390625 Penalty: 2312.300049
	Iteration 17Q: 3 clusters Score -113323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -113324.390625 Penalty: 2312.300049
	Iteration 18Q: 3 clusters Score -113324.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -113324.390625 Penalty: 2312.300049
	Iteration 19F: 3 clusters Score -113324.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Entering Unmasked Estep 
Score: -2975013.750000 Penalty: 1667.518311
	Iteration 0F: 2 clusters Score -2975014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2955788.500000 Penalty: 3335.036621
	Iteration 0F: 3 clusters Score -2955788 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2962986.500000 Penalty: 3335.036621
	Iteration 1F: 3 clusters Score -2962986 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2963298.750000 Penalty: 3335.036621
	Iteration 2Q: 3 clusters Score -2963299 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2963614.750000 Penalty: 3335.036621
	Iteration 3Q: 3 clusters Score -2963615 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2963953.000000 Penalty: 3335.036621
	Iteration 4Q: 3 clusters Score -2963953 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2964390.250000 Penalty: 3335.036621
	Iteration 5Q: 3 clusters Score -2964390 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2964988.000000 Penalty: 3335.036621
	Iteration 6Q: 3 clusters Score -2964988 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2965993.250000 Penalty: 3335.036621
	Iteration 7F: 3 clusters Score -2965993 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2967412.750000 Penalty: 3335.036621
	Iteration 8F: 3 clusters Score -2967413 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2969271.500000 Penalty: 3335.036621
	Iteration 9F: 3 clusters Score -2969272 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -2971014.500000 Penalty: 3335.036621
	Iteration 10F: 3 clusters Score -2971014 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -2972299.250000 Penalty: 3335.036621
	Iteration 11Q: 3 clusters Score -2972299 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -2972969.250000 Penalty: 3335.036621
	Iteration 12Q: 3 clusters Score -2972969 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -2973238.750000 Penalty: 3335.036621
	Iteration 13Q: 3 clusters Score -2973239 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -2973363.750000 Penalty: 3335.036621
	Iteration 14Q: 3 clusters Score -2973364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -2973441.250000 Penalty: 3335.036621
	Iteration 15Q: 3 clusters Score -2973441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -2973479.750000 Penalty: 3335.036621
	Iteration 16Q: 3 clusters Score -2973480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -2973505.000000 Penalty: 3335.036621
	Iteration 17Q: 3 clusters Score -2973505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -2973517.750000 Penalty: 3335.036621
	Iteration 18Q: 3 clusters Score -2973518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -2973526.000000 Penalty: 3335.036621
	Iteration 19Q: 3 clusters Score -2973526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -2973537.750000 Penalty: 3335.036621
	Iteration 20F: 3 clusters Score -2973538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -2973541.250000 Penalty: 3335.036621
	Iteration 21Q: 3 clusters Score -2973541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -2973540.500000 Penalty: 3335.036621
	Iteration 22Q: 3 clusters Score -2973540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -2973545.000000 Penalty: 3335.036621
	Iteration 23Q: 3 clusters Score -2973545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -2973549.500000 Penalty: 3335.036621
	Iteration 24Q: 3 clusters Score -2973550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -2973555.000000 Penalty: 3335.036621
	Iteration 25Q: 3 clusters Score -2973555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -2973553.750000 Penalty: 3335.036621
	Iteration 26Q: 3 clusters Score -2973554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -2973556.500000 Penalty: 3335.036621
	Iteration 27Q: 3 clusters Score -2973556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -2973561.250000 Penalty: 3335.036621
	Iteration 28Q: 3 clusters Score -2973561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -2973565.250000 Penalty: 3335.036621
	Iteration 29Q: 3 clusters Score -2973565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -2973568.500000 Penalty: 3335.036621
	Iteration 30Q: 3 clusters Score -2973568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -2973569.250000 Penalty: 3335.036621
	Iteration 31Q: 3 clusters Score -2973569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -2973569.250000 Penalty: 3335.036621
	Iteration 32F: 3 clusters Score -2973569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (292483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292483 members 
Entering Unmasked Estep 
Score: -29682888.000000 Penalty: 2045.251221
	Iteration 0F: 2 clusters Score -2.968289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146086 members 
Mstep: Class 2 contains 146397 members 
Entering Unmasked Estep 
Score: -29495310.000000 Penalty: 4090.502441
	Iteration 0F: 3 clusters Score -2.949531e+07 nChanged 142853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140825 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -29581132.000000 Penalty: 4090.502441
	Iteration 1F: 3 clusters Score -2.958113e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138897 members 
Mstep: Class 2 contains 153586 members 
Entering Unmasked Estep 
Score: -29583464.000000 Penalty: 4090.502441
	Iteration 2Q: 3 clusters Score -2.958346e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136345 members 
Mstep: Class 2 contains 156138 members 
Entering Unmasked Estep 
Score: -29587044.000000 Penalty: 4090.502441
	Iteration 3Q: 3 clusters Score -2.958704e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133345 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -29593202.000000 Penalty: 4090.502441
	Iteration 4Q: 3 clusters Score -2.95932e+07 nChanged 15112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129985 members 
Mstep: Class 2 contains 162498 members 
Entering Unmasked Estep 
Score: -29602684.000000 Penalty: 4090.502441
	Iteration 5F: 3 clusters Score -2.960268e+07 nChanged 18093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127006 members 
Mstep: Class 2 contains 165477 members 
Entering Unmasked Estep 
Score: -29616068.000000 Penalty: 4090.502441
	Iteration 6F: 3 clusters Score -2.961607e+07 nChanged 20421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125163 members 
Mstep: Class 2 contains 167320 members 
Entering Unmasked Estep 
Score: -29631436.000000 Penalty: 4090.502441
	Iteration 7F: 3 clusters Score -2.963144e+07 nChanged 18463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124750 members 
Mstep: Class 2 contains 167733 members 
Entering Unmasked Estep 
Score: -29641874.000000 Penalty: 4090.502441
	Iteration 8F: 3 clusters Score -2.964187e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124916 members 
Mstep: Class 2 contains 167567 members 
Entering Unmasked Estep 
Score: -29646126.000000 Penalty: 4090.502441
	Iteration 9Q: 3 clusters Score -2.964613e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 167129 members 
Entering Unmasked Estep 
Score: -29647388.000000 Penalty: 4090.502441
	Iteration 10Q: 3 clusters Score -2.964739e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -29648126.000000 Penalty: 4090.502441
	Iteration 11Q: 3 clusters Score -2.964813e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126614 members 
Mstep: Class 2 contains 165869 members 
Entering Unmasked Estep 
Score: -29648604.000000 Penalty: 4090.502441
	Iteration 12Q: 3 clusters Score -2.96486e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127533 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -29649254.000000 Penalty: 4090.502441
	Iteration 13Q: 3 clusters Score -2.964925e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128632 members 
Mstep: Class 2 contains 163851 members 
Entering Unmasked Estep 
Score: -29650134.000000 Penalty: 4090.502441
	Iteration 14Q: 3 clusters Score -2.965013e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129928 members 
Mstep: Class 2 contains 162555 members 
Entering Unmasked Estep 
Score: -29650914.000000 Penalty: 4090.502441
	Iteration 15Q: 3 clusters Score -2.965091e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131407 members 
Mstep: Class 2 contains 161076 members 
Entering Unmasked Estep 
Score: -29651558.000000 Penalty: 4090.502441
	Iteration 16Q: 3 clusters Score -2.965156e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133070 members 
Mstep: Class 2 contains 159413 members 
Entering Unmasked Estep 
Score: -29652416.000000 Penalty: 4090.502441
	Iteration 17Q: 3 clusters Score -2.965242e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134942 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -29653328.000000 Penalty: 4090.502441
	Iteration 18Q: 3 clusters Score -2.965333e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136934 members 
Mstep: Class 2 contains 155549 members 
Entering Unmasked Estep 
Score: -29654042.000000 Penalty: 4090.502441
	Iteration 19Q: 3 clusters Score -2.965404e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139027 members 
Mstep: Class 2 contains 153456 members 
Entering Unmasked Estep 
Score: -29654766.000000 Penalty: 4090.502441
	Iteration 20F: 3 clusters Score -2.965477e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141167 members 
Mstep: Class 2 contains 151316 members 
Entering Unmasked Estep 
Score: -29655608.000000 Penalty: 4090.502441
	Iteration 21Q: 3 clusters Score -2.965561e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143282 members 
Mstep: Class 2 contains 149201 members 
Entering Unmasked Estep 
Score: -29656748.000000 Penalty: 4090.502441
	Iteration 22Q: 3 clusters Score -2.965675e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145306 members 
Mstep: Class 2 contains 147177 members 
Entering Unmasked Estep 
Score: -29657550.000000 Penalty: 4090.502441
	Iteration 23Q: 3 clusters Score -2.965755e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147250 members 
Mstep: Class 2 contains 145233 members 
Entering Unmasked Estep 
Score: -29658320.000000 Penalty: 4090.502441
	Iteration 24Q: 3 clusters Score -2.965832e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 143212 members 
Entering Unmasked Estep 
Score: -29658864.000000 Penalty: 4090.502441
	Iteration 25Q: 3 clusters Score -2.965886e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151400 members 
Mstep: Class 2 contains 141083 members 
Entering Unmasked Estep 
Score: -29659388.000000 Penalty: 4090.502441
	Iteration 26Q: 3 clusters Score -2.965939e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153746 members 
Mstep: Class 2 contains 138737 members 
Entering Unmasked Estep 
Score: -29659936.000000 Penalty: 4090.502441
	Iteration 27Q: 3 clusters Score -2.965994e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156461 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -29660452.000000 Penalty: 4090.502441
	Iteration 28Q: 3 clusters Score -2.966045e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 133018 members 
Entering Unmasked Estep 
Score: -29661088.000000 Penalty: 4090.502441
	Iteration 29Q: 3 clusters Score -2.966109e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162758 members 
Mstep: Class 2 contains 129725 members 
Entering Unmasked Estep 
Score: -29661398.000000 Penalty: 4090.502441
	Iteration 30Q: 3 clusters Score -2.96614e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 126143 members 
Entering Unmasked Estep 
Score: -29661706.000000 Penalty: 4090.502441
	Iteration 31Q: 3 clusters Score -2.966171e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170114 members 
Mstep: Class 2 contains 122369 members 
Entering Unmasked Estep 
Score: -29661896.000000 Penalty: 4090.502441
	Iteration 32Q: 3 clusters Score -2.96619e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 118276 members 
Entering Unmasked Estep 
Score: -29661994.000000 Penalty: 4090.502441
	Iteration 33Q: 3 clusters Score -2.966199e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178494 members 
Mstep: Class 2 contains 113989 members 
Entering Unmasked Estep 
Score: -29662120.000000 Penalty: 4090.502441
	Iteration 34Q: 3 clusters Score -2.966212e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183045 members 
Mstep: Class 2 contains 109438 members 
Entering Unmasked Estep 
Score: -29662436.000000 Penalty: 4090.502441
	Iteration 35Q: 3 clusters Score -2.966244e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187796 members 
Mstep: Class 2 contains 104687 members 
Entering Unmasked Estep 
Score: -29662714.000000 Penalty: 4090.502441
	Iteration 36Q: 3 clusters Score -2.966271e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192822 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -29662928.000000 Penalty: 4090.502441
	Iteration 37Q: 3 clusters Score -2.966293e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197885 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -29663288.000000 Penalty: 4090.502441
	Iteration 38Q: 3 clusters Score -2.966329e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203042 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -29663530.000000 Penalty: 4090.502441
	Iteration 39Q: 3 clusters Score -2.966353e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208012 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -29664424.000000 Penalty: 4090.502441
	Iteration 40F: 3 clusters Score -2.966442e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213473 members 
Mstep: Class 2 contains 79010 members 
Entering Unmasked Estep 
Score: -29664954.000000 Penalty: 4090.502441
	Iteration 41Q: 3 clusters Score -2.966495e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218761 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -29665474.000000 Penalty: 4090.502441
	Iteration 42Q: 3 clusters Score -2.966547e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223891 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -29666098.000000 Penalty: 4090.502441
	Iteration 43Q: 3 clusters Score -2.96661e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228878 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -29666832.000000 Penalty: 4090.502441
	Iteration 44Q: 3 clusters Score -2.966683e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233743 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -29667844.000000 Penalty: 4090.502441
	Iteration 45Q: 3 clusters Score -2.966784e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238403 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -29668624.000000 Penalty: 4090.502441
	Iteration 46Q: 3 clusters Score -2.966862e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242798 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -29669704.000000 Penalty: 4090.502441
	Iteration 47Q: 3 clusters Score -2.96697e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246999 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -29670744.000000 Penalty: 4090.502441
	Iteration 48Q: 3 clusters Score -2.967074e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250890 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -29671758.000000 Penalty: 4090.502441
	Iteration 49Q: 3 clusters Score -2.967176e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254477 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -29672788.000000 Penalty: 4090.502441
	Iteration 50Q: 3 clusters Score -2.967279e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257661 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -29673552.000000 Penalty: 4090.502441
	Iteration 51Q: 3 clusters Score -2.967355e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260454 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -29674168.000000 Penalty: 4090.502441
	Iteration 52Q: 3 clusters Score -2.967417e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262912 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -29674868.000000 Penalty: 4090.502441
	Iteration 53Q: 3 clusters Score -2.967487e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265067 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -29675446.000000 Penalty: 4090.502441
	Iteration 54Q: 3 clusters Score -2.967545e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266960 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -29675996.000000 Penalty: 4090.502441
	Iteration 55Q: 3 clusters Score -2.9676e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268616 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -29676366.000000 Penalty: 4090.502441
	Iteration 56Q: 3 clusters Score -2.967637e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270084 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -29676706.000000 Penalty: 4090.502441
	Iteration 57Q: 3 clusters Score -2.967671e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271396 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -29677026.000000 Penalty: 4090.502441
	Iteration 58Q: 3 clusters Score -2.967703e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272560 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -29677472.000000 Penalty: 4090.502441
	Iteration 59Q: 3 clusters Score -2.967747e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273626 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -29678010.000000 Penalty: 4090.502441
	Iteration 60F: 3 clusters Score -2.967801e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274785 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -29678204.000000 Penalty: 4090.502441
	Iteration 61Q: 3 clusters Score -2.96782e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275851 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -29678350.000000 Penalty: 4090.502441
	Iteration 62Q: 3 clusters Score -2.967835e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276847 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -29678410.000000 Penalty: 4090.502441
	Iteration 63Q: 3 clusters Score -2.967841e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277746 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -29678688.000000 Penalty: 4090.502441
	Iteration 64Q: 3 clusters Score -2.967869e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278602 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -29678882.000000 Penalty: 4090.502441
	Iteration 65Q: 3 clusters Score -2.967888e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279414 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -29679304.000000 Penalty: 4090.502441
	Iteration 66Q: 3 clusters Score -2.96793e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280194 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -29679478.000000 Penalty: 4090.502441
	Iteration 67Q: 3 clusters Score -2.967948e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280906 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -29679628.000000 Penalty: 4090.502441
	Iteration 68Q: 3 clusters Score -2.967963e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281596 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -29679800.000000 Penalty: 4090.502441
	Iteration 69Q: 3 clusters Score -2.96798e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282272 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -29679910.000000 Penalty: 4090.502441
	Iteration 70Q: 3 clusters Score -2.967991e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282867 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -29680120.000000 Penalty: 4090.502441
	Iteration 71Q: 3 clusters Score -2.968012e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283468 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -29680232.000000 Penalty: 4090.502441
	Iteration 72Q: 3 clusters Score -2.968023e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284013 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -29680340.000000 Penalty: 4090.502441
	Iteration 73Q: 3 clusters Score -2.968034e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284531 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -29680426.000000 Penalty: 4090.502441
	Iteration 74Q: 3 clusters Score -2.968043e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285013 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -29680426.000000 Penalty: 4090.502441
	Iteration 75Q: 3 clusters Score -2.968043e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285476 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -29680514.000000 Penalty: 4090.502441
	Iteration 76Q: 3 clusters Score -2.968051e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285898 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -29680698.000000 Penalty: 4090.502441
	Iteration 77Q: 3 clusters Score -2.96807e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286286 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -29680754.000000 Penalty: 4090.502441
	Iteration 78Q: 3 clusters Score -2.968075e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286643 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -29680838.000000 Penalty: 4090.502441
	Iteration 79Q: 3 clusters Score -2.968084e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286999 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -29680974.000000 Penalty: 4090.502441
	Iteration 80F: 3 clusters Score -2.968097e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287324 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -29680994.000000 Penalty: 4090.502441
	Iteration 81Q: 3 clusters Score -2.968099e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287633 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -29681074.000000 Penalty: 4090.502441
	Iteration 82Q: 3 clusters Score -2.968107e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287904 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -29681166.000000 Penalty: 4090.502441
	Iteration 83Q: 3 clusters Score -2.968117e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288149 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -29681208.000000 Penalty: 4090.502441
	Iteration 84Q: 3 clusters Score -2.968121e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288360 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -29681196.000000 Penalty: 4090.502441
	Iteration 85Q: 3 clusters Score -2.96812e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288547 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -29681206.000000 Penalty: 4090.502441
	Iteration 86Q: 3 clusters Score -2.968121e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288708 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -29681212.000000 Penalty: 4090.502441
	Iteration 87Q: 3 clusters Score -2.968121e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288854 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -29681196.000000 Penalty: 4090.502441
	Iteration 88Q: 3 clusters Score -2.96812e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288986 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -29681192.000000 Penalty: 4090.502441
	Iteration 89Q: 3 clusters Score -2.968119e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289139 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -29681158.000000 Penalty: 4090.502441
	Iteration 90Q: 3 clusters Score -2.968116e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289286 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -29681142.000000 Penalty: 4090.502441
	Iteration 91Q: 3 clusters Score -2.968114e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289424 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -29681170.000000 Penalty: 4090.502441
	Iteration 92Q: 3 clusters Score -2.968117e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289536 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -29681220.000000 Penalty: 4090.502441
	Iteration 93Q: 3 clusters Score -2.968122e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289648 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -29681180.000000 Penalty: 4090.502441
	Iteration 94Q: 3 clusters Score -2.968118e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289742 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -29681202.000000 Penalty: 4090.502441
	Iteration 95Q: 3 clusters Score -2.96812e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289836 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -29681236.000000 Penalty: 4090.502441
	Iteration 96Q: 3 clusters Score -2.968124e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289935 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -29681204.000000 Penalty: 4090.502441
	Iteration 97Q: 3 clusters Score -2.96812e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290030 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -29681212.000000 Penalty: 4090.502441
	Iteration 98Q: 3 clusters Score -2.968121e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290118 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -29681220.000000 Penalty: 4090.502441
	Iteration 99Q: 3 clusters Score -2.968122e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290189 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -29681180.000000 Penalty: 4090.502441
	Iteration 100F: 3 clusters Score -2.968118e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290262 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -29681176.000000 Penalty: 4090.502441
	Iteration 101Q: 3 clusters Score -2.968118e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290349 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -29681184.000000 Penalty: 4090.502441
	Iteration 102Q: 3 clusters Score -2.968118e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290438 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -29681170.000000 Penalty: 4090.502441
	Iteration 103Q: 3 clusters Score -2.968117e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290518 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -29681160.000000 Penalty: 4090.502441
	Iteration 104Q: 3 clusters Score -2.968116e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290586 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -29681160.000000 Penalty: 4090.502441
	Iteration 105Q: 3 clusters Score -2.968116e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290659 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -29681132.000000 Penalty: 4090.502441
	Iteration 106Q: 3 clusters Score -2.968113e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290728 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -29681174.000000 Penalty: 4090.502441
	Iteration 107Q: 3 clusters Score -2.968117e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290783 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -29681194.000000 Penalty: 4090.502441
	Iteration 108Q: 3 clusters Score -2.968119e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290841 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -29681216.000000 Penalty: 4090.502441
	Iteration 109Q: 3 clusters Score -2.968122e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290898 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -29681234.000000 Penalty: 4090.502441
	Iteration 110Q: 3 clusters Score -2.968123e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290962 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -29681238.000000 Penalty: 4090.502441
	Iteration 111Q: 3 clusters Score -2.968124e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291026 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -29681230.000000 Penalty: 4090.502441
	Iteration 112Q: 3 clusters Score -2.968123e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291077 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -29681256.000000 Penalty: 4090.502441
	Iteration 113Q: 3 clusters Score -2.968126e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291113 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -29681260.000000 Penalty: 4090.502441
	Iteration 114Q: 3 clusters Score -2.968126e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291154 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -29681270.000000 Penalty: 4090.502441
	Iteration 115Q: 3 clusters Score -2.968127e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291185 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -29681272.000000 Penalty: 4090.502441
	Iteration 116Q: 3 clusters Score -2.968127e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291214 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -29681266.000000 Penalty: 4090.502441
	Iteration 117Q: 3 clusters Score -2.968127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291240 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -29681270.000000 Penalty: 4090.502441
	Iteration 118Q: 3 clusters Score -2.968127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291265 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -29681276.000000 Penalty: 4090.502441
	Iteration 119Q: 3 clusters Score -2.968128e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291287 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -29681290.000000 Penalty: 4090.502441
	Iteration 120F: 3 clusters Score -2.968129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291312 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -29681268.000000 Penalty: 4090.502441
	Iteration 121Q: 3 clusters Score -2.968127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291335 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -29681256.000000 Penalty: 4090.502441
	Iteration 122Q: 3 clusters Score -2.968126e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291356 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -29681262.000000 Penalty: 4090.502441
	Iteration 123Q: 3 clusters Score -2.968126e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291376 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -29681282.000000 Penalty: 4090.502441
	Iteration 124Q: 3 clusters Score -2.968128e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291401 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -29681314.000000 Penalty: 4090.502441
	Iteration 125Q: 3 clusters Score -2.968131e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291428 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -29681322.000000 Penalty: 4090.502441
	Iteration 126Q: 3 clusters Score -2.968132e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291452 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -29681328.000000 Penalty: 4090.502441
	Iteration 127Q: 3 clusters Score -2.968133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291469 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -29681326.000000 Penalty: 4090.502441
	Iteration 128Q: 3 clusters Score -2.968133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291495 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -29681312.000000 Penalty: 4090.502441
	Iteration 129Q: 3 clusters Score -2.968131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291509 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -29681334.000000 Penalty: 4090.502441
	Iteration 130Q: 3 clusters Score -2.968133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291528 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -29681364.000000 Penalty: 4090.502441
	Iteration 131Q: 3 clusters Score -2.968136e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291547 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -29681368.000000 Penalty: 4090.502441
	Iteration 132Q: 3 clusters Score -2.968137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291568 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -29681350.000000 Penalty: 4090.502441
	Iteration 133Q: 3 clusters Score -2.968135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291591 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -29681356.000000 Penalty: 4090.502441
	Iteration 134Q: 3 clusters Score -2.968136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291605 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -29681346.000000 Penalty: 4090.502441
	Iteration 135Q: 3 clusters Score -2.968135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291615 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -29681322.000000 Penalty: 4090.502441
	Iteration 136Q: 3 clusters Score -2.968132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291619 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -29681324.000000 Penalty: 4090.502441
	Iteration 137Q: 3 clusters Score -2.968132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291621 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -29681332.000000 Penalty: 4090.502441
	Iteration 138Q: 3 clusters Score -2.968133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291623 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -29681318.000000 Penalty: 4090.502441
	Iteration 139Q: 3 clusters Score -2.968132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291624 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -29681322.000000 Penalty: 4090.502441
	Iteration 140F: 3 clusters Score -2.968132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Entering Unmasked Estep 
Score: -477014.187500 Penalty: 1383.718506
	Iteration 0F: 2 clusters Score -477014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -473094.718750 Penalty: 2767.437012
	Iteration 0F: 3 clusters Score -473094.7 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -474128.250000 Penalty: 2767.437012
	Iteration 1F: 3 clusters Score -474128.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -474457.687500 Penalty: 2767.437012
	Iteration 2F: 3 clusters Score -474457.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -474801.750000 Penalty: 2767.437012
	Iteration 3F: 3 clusters Score -474801.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -475150.625000 Penalty: 2767.437012
	Iteration 4F: 3 clusters Score -475150.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -475572.468750 Penalty: 2767.437012
	Iteration 5F: 3 clusters Score -475572.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -475975.500000 Penalty: 2767.437012
	Iteration 6F: 3 clusters Score -475975.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -476298.406250 Penalty: 2767.437012
	Iteration 7F: 3 clusters Score -476298.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -476522.250000 Penalty: 2767.437012
	Iteration 8Q: 3 clusters Score -476522.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -476691.093750 Penalty: 2767.437012
	Iteration 9Q: 3 clusters Score -476691.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -476778.656250 Penalty: 2767.437012
	Iteration 10Q: 3 clusters Score -476778.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -476823.437500 Penalty: 2767.437012
	Iteration 11Q: 3 clusters Score -476823.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -476854.062500 Penalty: 2767.437012
	Iteration 12Q: 3 clusters Score -476854.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -476877.218750 Penalty: 2767.437012
	Iteration 13Q: 3 clusters Score -476877.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -476890.781250 Penalty: 2767.437012
	Iteration 14Q: 3 clusters Score -476890.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -476899.250000 Penalty: 2767.437012
	Iteration 15Q: 3 clusters Score -476899.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -476907.062500 Penalty: 2767.437012
	Iteration 16Q: 3 clusters Score -476907.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -476911.250000 Penalty: 2767.437012
	Iteration 17Q: 3 clusters Score -476911.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -476912.343750 Penalty: 2767.437012
	Iteration 18Q: 3 clusters Score -476912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -476911.906250 Penalty: 2767.437012
	Iteration 19Q: 3 clusters Score -476911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -476911.531250 Penalty: 2767.437012
	Iteration 20F: 3 clusters Score -476911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -476915.093750 Penalty: 2767.437012
	Iteration 21Q: 3 clusters Score -476915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -476917.093750 Penalty: 2767.437012
	Iteration 22Q: 3 clusters Score -476917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -476917.718750 Penalty: 2767.437012
	Iteration 23Q: 3 clusters Score -476917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -476917.437500 Penalty: 2767.437012
	Iteration 24Q: 3 clusters Score -476917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -476918.593750 Penalty: 2767.437012
	Iteration 25Q: 3 clusters Score -476918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -476918.187500 Penalty: 2767.437012
	Iteration 26Q: 3 clusters Score -476918.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -476918.843750 Penalty: 2767.437012
	Iteration 27Q: 3 clusters Score -476918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -476918.843750 Penalty: 2767.437012
	Iteration 28F: 3 clusters Score -476918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (283106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283106 members 
Entering Unmasked Estep 
Score: -28743066.000000 Penalty: 2039.956177
	Iteration 0F: 2 clusters Score -2.874307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 141564 members 
Entering Unmasked Estep 
Score: -28556980.000000 Penalty: 4079.912354
	Iteration 0F: 3 clusters Score -2.855698e+07 nChanged 137876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141620 members 
Mstep: Class 2 contains 141486 members 
Entering Unmasked Estep 
Score: -28638392.000000 Penalty: 4079.912354
	Iteration 1F: 3 clusters Score -2.863839e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142136 members 
Mstep: Class 2 contains 140970 members 
Entering Unmasked Estep 
Score: -28639892.000000 Penalty: 4079.912354
	Iteration 2Q: 3 clusters Score -2.863989e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 139885 members 
Entering Unmasked Estep 
Score: -28642040.000000 Penalty: 4079.912354
	Iteration 3Q: 3 clusters Score -2.864204e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144900 members 
Mstep: Class 2 contains 138206 members 
Entering Unmasked Estep 
Score: -28644972.000000 Penalty: 4079.912354
	Iteration 4Q: 3 clusters Score -2.864497e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147561 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -28650632.000000 Penalty: 4079.912354
	Iteration 5Q: 3 clusters Score -2.865063e+07 nChanged 14862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151297 members 
Mstep: Class 2 contains 131809 members 
Entering Unmasked Estep 
Score: -28659276.000000 Penalty: 4079.912354
	Iteration 6F: 3 clusters Score -2.865928e+07 nChanged 17969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 126926 members 
Entering Unmasked Estep 
Score: -28672570.000000 Penalty: 4079.912354
	Iteration 7F: 3 clusters Score -2.867257e+07 nChanged 20121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161687 members 
Mstep: Class 2 contains 121419 members 
Entering Unmasked Estep 
Score: -28688790.000000 Penalty: 4079.912354
	Iteration 8F: 3 clusters Score -2.868879e+07 nChanged 18645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 116766 members 
Entering Unmasked Estep 
Score: -28701018.000000 Penalty: 4079.912354
	Iteration 9F: 3 clusters Score -2.870102e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -28706328.000000 Penalty: 4079.912354
	Iteration 10Q: 3 clusters Score -2.870633e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173065 members 
Mstep: Class 2 contains 110041 members 
Entering Unmasked Estep 
Score: -28708712.000000 Penalty: 4079.912354
	Iteration 11Q: 3 clusters Score -2.870871e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176436 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -28710254.000000 Penalty: 4079.912354
	Iteration 12Q: 3 clusters Score -2.871025e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179905 members 
Mstep: Class 2 contains 103201 members 
Entering Unmasked Estep 
Score: -28711708.000000 Penalty: 4079.912354
	Iteration 13Q: 3 clusters Score -2.871171e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183376 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -28713052.000000 Penalty: 4079.912354
	Iteration 14Q: 3 clusters Score -2.871305e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186983 members 
Mstep: Class 2 contains 96123 members 
Entering Unmasked Estep 
Score: -28714462.000000 Penalty: 4079.912354
	Iteration 15Q: 3 clusters Score -2.871446e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190802 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -28715964.000000 Penalty: 4079.912354
	Iteration 16Q: 3 clusters Score -2.871596e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194625 members 
Mstep: Class 2 contains 88481 members 
Entering Unmasked Estep 
Score: -28717362.000000 Penalty: 4079.912354
	Iteration 17Q: 3 clusters Score -2.871736e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198381 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -28718832.000000 Penalty: 4079.912354
	Iteration 18Q: 3 clusters Score -2.871883e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201962 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -28720266.000000 Penalty: 4079.912354
	Iteration 19Q: 3 clusters Score -2.872027e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205495 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -28721724.000000 Penalty: 4079.912354
	Iteration 20F: 3 clusters Score -2.872172e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208980 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -28723198.000000 Penalty: 4079.912354
	Iteration 21Q: 3 clusters Score -2.87232e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212209 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -28724572.000000 Penalty: 4079.912354
	Iteration 22Q: 3 clusters Score -2.872457e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215332 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -28725648.000000 Penalty: 4079.912354
	Iteration 23Q: 3 clusters Score -2.872565e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218387 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -28726640.000000 Penalty: 4079.912354
	Iteration 24Q: 3 clusters Score -2.872664e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221425 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -28727656.000000 Penalty: 4079.912354
	Iteration 25Q: 3 clusters Score -2.872766e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224377 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -28728560.000000 Penalty: 4079.912354
	Iteration 26Q: 3 clusters Score -2.872856e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227383 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -28729386.000000 Penalty: 4079.912354
	Iteration 27Q: 3 clusters Score -2.872939e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230377 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -28730010.000000 Penalty: 4079.912354
	Iteration 28Q: 3 clusters Score -2.873001e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233325 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -28730684.000000 Penalty: 4079.912354
	Iteration 29Q: 3 clusters Score -2.873068e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236257 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -28731318.000000 Penalty: 4079.912354
	Iteration 30Q: 3 clusters Score -2.873132e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239263 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -28731842.000000 Penalty: 4079.912354
	Iteration 31Q: 3 clusters Score -2.873184e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242286 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -28732348.000000 Penalty: 4079.912354
	Iteration 32Q: 3 clusters Score -2.873235e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245329 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -28733172.000000 Penalty: 4079.912354
	Iteration 33Q: 3 clusters Score -2.873317e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248323 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -28733810.000000 Penalty: 4079.912354
	Iteration 34Q: 3 clusters Score -2.873381e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251209 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -28734424.000000 Penalty: 4079.912354
	Iteration 35Q: 3 clusters Score -2.873442e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253978 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -28735192.000000 Penalty: 4079.912354
	Iteration 36Q: 3 clusters Score -2.873519e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256639 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -28735776.000000 Penalty: 4079.912354
	Iteration 37Q: 3 clusters Score -2.873578e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259247 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -28736436.000000 Penalty: 4079.912354
	Iteration 38Q: 3 clusters Score -2.873644e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261681 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -28737050.000000 Penalty: 4079.912354
	Iteration 39Q: 3 clusters Score -2.873705e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263982 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -28737698.000000 Penalty: 4079.912354
	Iteration 40F: 3 clusters Score -2.87377e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266176 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -28738318.000000 Penalty: 4079.912354
	Iteration 41Q: 3 clusters Score -2.873832e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268146 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -28738948.000000 Penalty: 4079.912354
	Iteration 42Q: 3 clusters Score -2.873895e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269954 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -28739500.000000 Penalty: 4079.912354
	Iteration 43Q: 3 clusters Score -2.87395e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271535 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -28739978.000000 Penalty: 4079.912354
	Iteration 44Q: 3 clusters Score -2.873998e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272931 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -28740458.000000 Penalty: 4079.912354
	Iteration 45Q: 3 clusters Score -2.874046e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274128 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -28740740.000000 Penalty: 4079.912354
	Iteration 46Q: 3 clusters Score -2.874074e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275201 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -28740982.000000 Penalty: 4079.912354
	Iteration 47Q: 3 clusters Score -2.874098e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276119 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -28741170.000000 Penalty: 4079.912354
	Iteration 48Q: 3 clusters Score -2.874117e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276944 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -28741238.000000 Penalty: 4079.912354
	Iteration 49Q: 3 clusters Score -2.874124e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277683 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -28741374.000000 Penalty: 4079.912354
	Iteration 50Q: 3 clusters Score -2.874137e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278347 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -28741450.000000 Penalty: 4079.912354
	Iteration 51Q: 3 clusters Score -2.874145e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278912 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -28741566.000000 Penalty: 4079.912354
	Iteration 52Q: 3 clusters Score -2.874157e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279388 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -28741592.000000 Penalty: 4079.912354
	Iteration 53Q: 3 clusters Score -2.874159e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279765 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -28741664.000000 Penalty: 4079.912354
	Iteration 54Q: 3 clusters Score -2.874166e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280050 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -28741644.000000 Penalty: 4079.912354
	Iteration 55Q: 3 clusters Score -2.874164e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280300 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -28741708.000000 Penalty: 4079.912354
	Iteration 56Q: 3 clusters Score -2.874171e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280523 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -28741708.000000 Penalty: 4079.912354
	Iteration 57Q: 3 clusters Score -2.874171e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280688 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -28741694.000000 Penalty: 4079.912354
	Iteration 58Q: 3 clusters Score -2.874169e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280813 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -28741722.000000 Penalty: 4079.912354
	Iteration 59Q: 3 clusters Score -2.874172e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280939 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -28741742.000000 Penalty: 4079.912354
	Iteration 60F: 3 clusters Score -2.874174e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281068 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -28741746.000000 Penalty: 4079.912354
	Iteration 61Q: 3 clusters Score -2.874175e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281169 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -28741748.000000 Penalty: 4079.912354
	Iteration 62Q: 3 clusters Score -2.874175e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281256 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -28741706.000000 Penalty: 4079.912354
	Iteration 63Q: 3 clusters Score -2.874171e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281337 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -28741728.000000 Penalty: 4079.912354
	Iteration 64Q: 3 clusters Score -2.874173e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281392 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -28741684.000000 Penalty: 4079.912354
	Iteration 65Q: 3 clusters Score -2.874168e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281434 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -28741682.000000 Penalty: 4079.912354
	Iteration 66Q: 3 clusters Score -2.874168e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281469 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -28741668.000000 Penalty: 4079.912354
	Iteration 67Q: 3 clusters Score -2.874167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281498 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -28741654.000000 Penalty: 4079.912354
	Iteration 68Q: 3 clusters Score -2.874165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281527 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -28741646.000000 Penalty: 4079.912354
	Iteration 69Q: 3 clusters Score -2.874165e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281549 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -28741658.000000 Penalty: 4079.912354
	Iteration 70Q: 3 clusters Score -2.874166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281567 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -28741674.000000 Penalty: 4079.912354
	Iteration 71Q: 3 clusters Score -2.874167e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281586 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -28741656.000000 Penalty: 4079.912354
	Iteration 72Q: 3 clusters Score -2.874166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281601 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -28741654.000000 Penalty: 4079.912354
	Iteration 73Q: 3 clusters Score -2.874165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281613 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -28741666.000000 Penalty: 4079.912354
	Iteration 74Q: 3 clusters Score -2.874167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281627 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -28741686.000000 Penalty: 4079.912354
	Iteration 75Q: 3 clusters Score -2.874169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281639 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -28741696.000000 Penalty: 4079.912354
	Iteration 76Q: 3 clusters Score -2.87417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281650 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -28741676.000000 Penalty: 4079.912354
	Iteration 77Q: 3 clusters Score -2.874168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281660 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -28741682.000000 Penalty: 4079.912354
	Iteration 78Q: 3 clusters Score -2.874168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281672 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -28741674.000000 Penalty: 4079.912354
	Iteration 79Q: 3 clusters Score -2.874167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281683 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -28741690.000000 Penalty: 4079.912354
	Iteration 80F: 3 clusters Score -2.874169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281689 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -28741694.000000 Penalty: 4079.912354
	Iteration 81Q: 3 clusters Score -2.874169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281691 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -28741680.000000 Penalty: 4079.912354
	Iteration 82Q: 3 clusters Score -2.874168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281696 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -28741672.000000 Penalty: 4079.912354
	Iteration 83Q: 3 clusters Score -2.874167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281701 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -28741674.000000 Penalty: 4079.912354
	Iteration 84Q: 3 clusters Score -2.874167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281706 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -28741668.000000 Penalty: 4079.912354
	Iteration 85Q: 3 clusters Score -2.874167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281710 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -28741656.000000 Penalty: 4079.912354
	Iteration 86Q: 3 clusters Score -2.874166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281711 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -28741662.000000 Penalty: 4079.912354
	Iteration 87Q: 3 clusters Score -2.874166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281711 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -28741678.000000 Penalty: 4079.912354
	Iteration 88Q: 3 clusters Score -2.874168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281714 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -28741670.000000 Penalty: 4079.912354
	Iteration 89Q: 3 clusters Score -2.874167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281716 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -28741668.000000 Penalty: 4079.912354
	Iteration 90Q: 3 clusters Score -2.874167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281720 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -28741658.000000 Penalty: 4079.912354
	Iteration 91Q: 3 clusters Score -2.874166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281724 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -28741670.000000 Penalty: 4079.912354
	Iteration 92Q: 3 clusters Score -2.874167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281730 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -28741668.000000 Penalty: 4079.912354
	Iteration 93Q: 3 clusters Score -2.874167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281739 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -28741678.000000 Penalty: 4079.912354
	Iteration 94Q: 3 clusters Score -2.874168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281749 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -28741664.000000 Penalty: 4079.912354
	Iteration 95Q: 3 clusters Score -2.874166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281762 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -28741696.000000 Penalty: 4079.912354
	Iteration 96Q: 3 clusters Score -2.87417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281774 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -28741704.000000 Penalty: 4079.912354
	Iteration 97Q: 3 clusters Score -2.87417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281786 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -28741712.000000 Penalty: 4079.912354
	Iteration 98Q: 3 clusters Score -2.874171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281795 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -28741702.000000 Penalty: 4079.912354
	Iteration 99Q: 3 clusters Score -2.87417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281799 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -28741698.000000 Penalty: 4079.912354
	Iteration 100F: 3 clusters Score -2.87417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281802 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -28741702.000000 Penalty: 4079.912354
	Iteration 101Q: 3 clusters Score -2.87417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281805 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -28741692.000000 Penalty: 4079.912354
	Iteration 102Q: 3 clusters Score -2.874169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281807 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -28741696.000000 Penalty: 4079.912354
	Iteration 103Q: 3 clusters Score -2.87417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281811 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -28741696.000000 Penalty: 4079.912354
	Iteration 104Q: 3 clusters Score -2.87417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281813 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -28741700.000000 Penalty: 4079.912354
	Iteration 105Q: 3 clusters Score -2.87417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281814 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -28741696.000000 Penalty: 4079.912354
	Iteration 106Q: 3 clusters Score -2.87417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281815 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -28741692.000000 Penalty: 4079.912354
	Iteration 107Q: 3 clusters Score -2.874169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281815 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -28741692.000000 Penalty: 4079.912354
	Iteration 108F: 3 clusters Score -2.874169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Entering Unmasked Estep 
Score: -6436033.500000 Penalty: 1793.920044
	Iteration 0F: 2 clusters Score -6436034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -6394385.500000 Penalty: 3587.840088
	Iteration 0F: 3 clusters Score -6394386 nChanged 29427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -6411260.000000 Penalty: 3587.840088
	Iteration 1F: 3 clusters Score -6411260 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -6412085.500000 Penalty: 3587.840088
	Iteration 2Q: 3 clusters Score -6412086 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -6413223.500000 Penalty: 3587.840088
	Iteration 3Q: 3 clusters Score -6413224 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -6415329.000000 Penalty: 3587.840088
	Iteration 4F: 3 clusters Score -6415329 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -6418971.000000 Penalty: 3587.840088
	Iteration 5F: 3 clusters Score -6418971 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -6424452.500000 Penalty: 3587.840088
	Iteration 6F: 3 clusters Score -6424452 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -6429861.500000 Penalty: 3587.840088
	Iteration 7F: 3 clusters Score -6429862 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -6432870.500000 Penalty: 3587.840088
	Iteration 8Q: 3 clusters Score -6432870 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -6433996.000000 Penalty: 3587.840088
	Iteration 9Q: 3 clusters Score -6433996 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -6434371.500000 Penalty: 3587.840088
	Iteration 10Q: 3 clusters Score -6434372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -6434501.500000 Penalty: 3587.840088
	Iteration 11Q: 3 clusters Score -6434502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -6434560.500000 Penalty: 3587.840088
	Iteration 12Q: 3 clusters Score -6434560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -6434590.500000 Penalty: 3587.840088
	Iteration 13Q: 3 clusters Score -6434590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -6434600.000000 Penalty: 3587.840088
	Iteration 14Q: 3 clusters Score -6434600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -6434603.000000 Penalty: 3587.840088
	Iteration 15Q: 3 clusters Score -6434603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -6434604.500000 Penalty: 3587.840088
	Iteration 16Q: 3 clusters Score -6434604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -6434609.000000 Penalty: 3587.840088
	Iteration 17Q: 3 clusters Score -6434609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -6434611.000000 Penalty: 3587.840088
	Iteration 18Q: 3 clusters Score -6434611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -6434619.500000 Penalty: 3587.840088
	Iteration 19Q: 3 clusters Score -6434620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -6434629.000000 Penalty: 3587.840088
	Iteration 20F: 3 clusters Score -6434629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -6434625.500000 Penalty: 3587.840088
	Iteration 21Q: 3 clusters Score -6434626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -6434640.500000 Penalty: 3587.840088
	Iteration 22Q: 3 clusters Score -6434640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -6434648.000000 Penalty: 3587.840088
	Iteration 23Q: 3 clusters Score -6434648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -6434645.000000 Penalty: 3587.840088
	Iteration 24Q: 3 clusters Score -6434645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -6434649.000000 Penalty: 3587.840088
	Iteration 25Q: 3 clusters Score -6434649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -6434649.000000 Penalty: 3587.840088
	Iteration 26F: 3 clusters Score -6434649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -212193.671875 Penalty: 1249.224976
	Iteration 0F: 2 clusters Score -212193.7 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 1059 members 
Entering Unmasked Estep 
Score: -209972.953125 Penalty: 2498.449951
	Iteration 0F: 3 clusters Score -209973 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -210491.500000 Penalty: 2498.449951
	Iteration 1F: 3 clusters Score -210491.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -210611.203125 Penalty: 2498.449951
	Iteration 2F: 3 clusters Score -210611.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -210693.828125 Penalty: 2498.449951
	Iteration 3Q: 3 clusters Score -210693.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -210750.812500 Penalty: 2498.449951
	Iteration 4Q: 3 clusters Score -210750.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -210801.765625 Penalty: 2498.449951
	Iteration 5Q: 3 clusters Score -210801.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -210836.812500 Penalty: 2498.449951
	Iteration 6Q: 3 clusters Score -210836.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -210854.687500 Penalty: 2498.449951
	Iteration 7Q: 3 clusters Score -210854.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -210865.671875 Penalty: 2498.449951
	Iteration 8Q: 3 clusters Score -210865.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -210881.078125 Penalty: 2498.449951
	Iteration 9Q: 3 clusters Score -210881.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -210897.250000 Penalty: 2498.449951
	Iteration 10Q: 3 clusters Score -210897.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -210919.203125 Penalty: 2498.449951
	Iteration 11Q: 3 clusters Score -210919.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -210946.640625 Penalty: 2498.449951
	Iteration 12Q: 3 clusters Score -210946.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -210989.218750 Penalty: 2498.449951
	Iteration 13Q: 3 clusters Score -210989.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -211023.968750 Penalty: 2498.449951
	Iteration 14Q: 3 clusters Score -211024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -211045.734375 Penalty: 2498.449951
	Iteration 15Q: 3 clusters Score -211045.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -211067.312500 Penalty: 2498.449951
	Iteration 16Q: 3 clusters Score -211067.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -211087.203125 Penalty: 2498.449951
	Iteration 17Q: 3 clusters Score -211087.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -211112.937500 Penalty: 2498.449951
	Iteration 18Q: 3 clusters Score -211112.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -211135.109375 Penalty: 2498.449951
	Iteration 19Q: 3 clusters Score -211135.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -211156.671875 Penalty: 2498.449951
	Iteration 20F: 3 clusters Score -211156.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -211184.562500 Penalty: 2498.449951
	Iteration 21Q: 3 clusters Score -211184.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -211212.953125 Penalty: 2498.449951
	Iteration 22Q: 3 clusters Score -211213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -211235.343750 Penalty: 2498.449951
	Iteration 23Q: 3 clusters Score -211235.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -211255.015625 Penalty: 2498.449951
	Iteration 24Q: 3 clusters Score -211255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -211279.156250 Penalty: 2498.449951
	Iteration 25Q: 3 clusters Score -211279.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -211297.156250 Penalty: 2498.449951
	Iteration 26Q: 3 clusters Score -211297.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -211315.156250 Penalty: 2498.449951
	Iteration 27Q: 3 clusters Score -211315.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -211328.796875 Penalty: 2498.449951
	Iteration 28Q: 3 clusters Score -211328.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -211337.781250 Penalty: 2498.449951
	Iteration 29Q: 3 clusters Score -211337.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -211345.250000 Penalty: 2498.449951
	Iteration 30Q: 3 clusters Score -211345.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -211351.734375 Penalty: 2498.449951
	Iteration 31Q: 3 clusters Score -211351.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -211359.562500 Penalty: 2498.449951
	Iteration 32Q: 3 clusters Score -211359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -211368.390625 Penalty: 2498.449951
	Iteration 33Q: 3 clusters Score -211368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -211374.328125 Penalty: 2498.449951
	Iteration 34Q: 3 clusters Score -211374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -211376.312500 Penalty: 2498.449951
	Iteration 35Q: 3 clusters Score -211376.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -211378.812500 Penalty: 2498.449951
	Iteration 36Q: 3 clusters Score -211378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -211380.718750 Penalty: 2498.449951
	Iteration 37Q: 3 clusters Score -211380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -211381.187500 Penalty: 2498.449951
	Iteration 38Q: 3 clusters Score -211381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -211381.453125 Penalty: 2498.449951
	Iteration 39Q: 3 clusters Score -211381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -211381.453125 Penalty: 2498.449951
	Iteration 40F: 3 clusters Score -211381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Entering Unmasked Estep 
Score: -2013255.500000 Penalty: 1602.784790
	Iteration 0F: 2 clusters Score -2013256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2000165.375000 Penalty: 3205.569580
	Iteration 0F: 3 clusters Score -2000165 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2004714.625000 Penalty: 3205.569580
	Iteration 1F: 3 clusters Score -2004715 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2005099.500000 Penalty: 3205.569580
	Iteration 2F: 3 clusters Score -2005100 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2005512.375000 Penalty: 3205.569580
	Iteration 3Q: 3 clusters Score -2005512 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2006059.750000 Penalty: 3205.569580
	Iteration 4F: 3 clusters Score -2006060 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2006859.375000 Penalty: 3205.569580
	Iteration 5F: 3 clusters Score -2006859 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2007980.625000 Penalty: 3205.569580
	Iteration 6F: 3 clusters Score -2007981 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2009176.375000 Penalty: 3205.569580
	Iteration 7F: 3 clusters Score -2009176 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2010207.625000 Penalty: 3205.569580
	Iteration 8F: 3 clusters Score -2010208 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2010906.500000 Penalty: 3205.569580
	Iteration 9Q: 3 clusters Score -2010906 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2011293.250000 Penalty: 3205.569580
	Iteration 10Q: 3 clusters Score -2011293 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2011540.125000 Penalty: 3205.569580
	Iteration 11Q: 3 clusters Score -2011540 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2011685.750000 Penalty: 3205.569580
	Iteration 12Q: 3 clusters Score -2011686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2011763.625000 Penalty: 3205.569580
	Iteration 13Q: 3 clusters Score -2011764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2011817.750000 Penalty: 3205.569580
	Iteration 14Q: 3 clusters Score -2011818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2011846.625000 Penalty: 3205.569580
	Iteration 15Q: 3 clusters Score -2011847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2011877.750000 Penalty: 3205.569580
	Iteration 16Q: 3 clusters Score -2011878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2011889.500000 Penalty: 3205.569580
	Iteration 17Q: 3 clusters Score -2011890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2011901.000000 Penalty: 3205.569580
	Iteration 18Q: 3 clusters Score -2011901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2011912.250000 Penalty: 3205.569580
	Iteration 19Q: 3 clusters Score -2011912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2011925.875000 Penalty: 3205.569580
	Iteration 20F: 3 clusters Score -2011926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2011935.750000 Penalty: 3205.569580
	Iteration 21Q: 3 clusters Score -2011936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2011943.250000 Penalty: 3205.569580
	Iteration 22Q: 3 clusters Score -2011943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2011945.250000 Penalty: 3205.569580
	Iteration 23Q: 3 clusters Score -2011945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2011952.375000 Penalty: 3205.569580
	Iteration 24Q: 3 clusters Score -2011952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2011954.750000 Penalty: 3205.569580
	Iteration 25Q: 3 clusters Score -2011955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2011955.500000 Penalty: 3205.569580
	Iteration 26Q: 3 clusters Score -2011956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2011964.500000 Penalty: 3205.569580
	Iteration 27Q: 3 clusters Score -2011964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2011963.375000 Penalty: 3205.569580
	Iteration 28Q: 3 clusters Score -2011963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2011966.250000 Penalty: 3205.569580
	Iteration 29Q: 3 clusters Score -2011966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2011966.125000 Penalty: 3205.569580
	Iteration 30Q: 3 clusters Score -2011966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2011965.875000 Penalty: 3205.569580
	Iteration 31Q: 3 clusters Score -2011966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2011969.250000 Penalty: 3205.569580
	Iteration 32Q: 3 clusters Score -2011969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2011968.375000 Penalty: 3205.569580
	Iteration 33Q: 3 clusters Score -2011968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2011968.125000 Penalty: 3205.569580
	Iteration 34Q: 3 clusters Score -2011968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2011971.375000 Penalty: 3205.569580
	Iteration 35Q: 3 clusters Score -2011971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2011974.000000 Penalty: 3205.569580
	Iteration 36Q: 3 clusters Score -2011974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2011974.875000 Penalty: 3205.569580
	Iteration 37Q: 3 clusters Score -2011975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2011976.000000 Penalty: 3205.569580
	Iteration 38Q: 3 clusters Score -2011976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2011976.000000 Penalty: 3205.569580
	Iteration 39F: 3 clusters Score -2011976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Entering Unmasked Estep 
Score: -2293915.750000 Penalty: 1626.180054
	Iteration 0F: 2 clusters Score -2293916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2278750.000000 Penalty: 3252.360107
	Iteration 0F: 3 clusters Score -2278750 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2284411.500000 Penalty: 3252.360107
	Iteration 1F: 3 clusters Score -2284412 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2284804.750000 Penalty: 3252.360107
	Iteration 2Q: 3 clusters Score -2284805 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2285259.250000 Penalty: 3252.360107
	Iteration 3Q: 3 clusters Score -2285259 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2285810.250000 Penalty: 3252.360107
	Iteration 4F: 3 clusters Score -2285810 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2286613.250000 Penalty: 3252.360107
	Iteration 5F: 3 clusters Score -2286613 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2287730.500000 Penalty: 3252.360107
	Iteration 6F: 3 clusters Score -2287730 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2289208.500000 Penalty: 3252.360107
	Iteration 7F: 3 clusters Score -2289208 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2290655.750000 Penalty: 3252.360107
	Iteration 8F: 3 clusters Score -2290656 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2291659.500000 Penalty: 3252.360107
	Iteration 9Q: 3 clusters Score -2291660 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2292076.000000 Penalty: 3252.360107
	Iteration 10Q: 3 clusters Score -2292076 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2292256.750000 Penalty: 3252.360107
	Iteration 11Q: 3 clusters Score -2292257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2292331.250000 Penalty: 3252.360107
	Iteration 12Q: 3 clusters Score -2292331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2292379.000000 Penalty: 3252.360107
	Iteration 13Q: 3 clusters Score -2292379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2292412.000000 Penalty: 3252.360107
	Iteration 14Q: 3 clusters Score -2292412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2292423.250000 Penalty: 3252.360107
	Iteration 15Q: 3 clusters Score -2292423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2292427.750000 Penalty: 3252.360107
	Iteration 16Q: 3 clusters Score -2292428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2292430.750000 Penalty: 3252.360107
	Iteration 17Q: 3 clusters Score -2292431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2292431.750000 Penalty: 3252.360107
	Iteration 18Q: 3 clusters Score -2292432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2292432.500000 Penalty: 3252.360107
	Iteration 19Q: 3 clusters Score -2292432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2292432.500000 Penalty: 3252.360107
	Iteration 20F: 3 clusters Score -2292432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -254950.734375 Penalty: 1273.410034
	Iteration 0F: 2 clusters Score -254950.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -252527.281250 Penalty: 2546.820068
	Iteration 0F: 3 clusters Score -252527.3 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -253121.500000 Penalty: 2546.820068
	Iteration 1F: 3 clusters Score -253121.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -253363.171875 Penalty: 2546.820068
	Iteration 2F: 3 clusters Score -253363.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -253788.421875 Penalty: 2546.820068
	Iteration 3F: 3 clusters Score -253788.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -254293.078125 Penalty: 2546.820068
	Iteration 4F: 3 clusters Score -254293.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -254571.515625 Penalty: 2546.820068
	Iteration 5F: 3 clusters Score -254571.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -254757.234375 Penalty: 2546.820068
	Iteration 6F: 3 clusters Score -254757.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -254867.906250 Penalty: 2546.820068
	Iteration 7Q: 3 clusters Score -254867.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -254929.515625 Penalty: 2546.820068
	Iteration 8Q: 3 clusters Score -254929.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -254980.187500 Penalty: 2546.820068
	Iteration 9Q: 3 clusters Score -254980.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -255014.453125 Penalty: 2546.820068
	Iteration 10Q: 3 clusters Score -255014.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -255037.156250 Penalty: 2546.820068
	Iteration 11Q: 3 clusters Score -255037.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -255056.250000 Penalty: 2546.820068
	Iteration 12Q: 3 clusters Score -255056.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -255086.390625 Penalty: 2546.820068
	Iteration 13Q: 3 clusters Score -255086.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -255104.171875 Penalty: 2546.820068
	Iteration 14Q: 3 clusters Score -255104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -255133.859375 Penalty: 2546.820068
	Iteration 15Q: 3 clusters Score -255133.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -255154.109375 Penalty: 2546.820068
	Iteration 16Q: 3 clusters Score -255154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -255164.609375 Penalty: 2546.820068
	Iteration 17Q: 3 clusters Score -255164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -255170.906250 Penalty: 2546.820068
	Iteration 18Q: 3 clusters Score -255170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -255177.390625 Penalty: 2546.820068
	Iteration 19Q: 3 clusters Score -255177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -255179.953125 Penalty: 2546.820068
	Iteration 20F: 3 clusters Score -255180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -255180.375000 Penalty: 2546.820068
	Iteration 21Q: 3 clusters Score -255180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -255181.500000 Penalty: 2546.820068
	Iteration 22Q: 3 clusters Score -255181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -255183.906250 Penalty: 2546.820068
	Iteration 23Q: 3 clusters Score -255183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -255186.484375 Penalty: 2546.820068
	Iteration 24Q: 3 clusters Score -255186.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -255186.718750 Penalty: 2546.820068
	Iteration 25Q: 3 clusters Score -255186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -255187.328125 Penalty: 2546.820068
	Iteration 26Q: 3 clusters Score -255187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -255189.953125 Penalty: 2546.820068
	Iteration 27Q: 3 clusters Score -255190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -255192.093750 Penalty: 2546.820068
	Iteration 28Q: 3 clusters Score -255192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -255192.687500 Penalty: 2546.820068
	Iteration 29Q: 3 clusters Score -255192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -255192.687500 Penalty: 2546.820068
	Iteration 30F: 3 clusters Score -255192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 28614 members 
Mstep: Class 3 contains 292483 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 283106 members 
Mstep: Class 6 contains 62287 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 19212 members 
Mstep: Class 9 contains 22187 members 
Mstep: Class 10 contains 480 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 2051 members 
Mstep: Class 14 contains 28038 members 
Mstep: Class 15 contains 91037 members 
Mstep: Class 16 contains 40125 members 
Mstep: Class 18 contains 56415 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 22 contains 1285 members 
Entering Unmasked Estep 
Score: -94132912.000000 Penalty: 40232.003906
Splitting cluster 10 changes total score from -94133776.000000 to -94132912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -247138.593750 Penalty: 1263.140747
	Iteration 0F: 2 clusters Score -247138.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -244789.796875 Penalty: 2526.281494
	Iteration 0F: 3 clusters Score -244789.8 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -245332.359375 Penalty: 2526.281494
	Iteration 1F: 3 clusters Score -245332.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -245447.671875 Penalty: 2526.281494
	Iteration 2F: 3 clusters Score -245447.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -245503.609375 Penalty: 2526.281494
	Iteration 3Q: 3 clusters Score -245503.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -245537.875000 Penalty: 2526.281494
	Iteration 4Q: 3 clusters Score -245537.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -245561.203125 Penalty: 2526.281494
	Iteration 5Q: 3 clusters Score -245561.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -245579.296875 Penalty: 2526.281494
	Iteration 6Q: 3 clusters Score -245579.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -245588.500000 Penalty: 2526.281494
	Iteration 7Q: 3 clusters Score -245588.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -245593.796875 Penalty: 2526.281494
	Iteration 8Q: 3 clusters Score -245593.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -245600.296875 Penalty: 2526.281494
	Iteration 9Q: 3 clusters Score -245600.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -245604.750000 Penalty: 2526.281494
	Iteration 10Q: 3 clusters Score -245604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -245606.640625 Penalty: 2526.281494
	Iteration 11Q: 3 clusters Score -245606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -245607.015625 Penalty: 2526.281494
	Iteration 12Q: 3 clusters Score -245607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -245607.015625 Penalty: 2526.281494
	Iteration 13F: 3 clusters Score -245607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Entering Unmasked Estep 
Score: -2901232.000000 Penalty: 1664.213867
	Iteration 0F: 2 clusters Score -2901232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2882390.250000 Penalty: 3328.427734
	Iteration 0F: 3 clusters Score -2882390 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2889570.000000 Penalty: 3328.427734
	Iteration 1F: 3 clusters Score -2889570 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2890013.750000 Penalty: 3328.427734
	Iteration 2Q: 3 clusters Score -2890014 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2890535.250000 Penalty: 3328.427734
	Iteration 3Q: 3 clusters Score -2890535 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2891273.250000 Penalty: 3328.427734
	Iteration 4Q: 3 clusters Score -2891273 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2892246.500000 Penalty: 3328.427734
	Iteration 5F: 3 clusters Score -2892246 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2893644.250000 Penalty: 3328.427734
	Iteration 6F: 3 clusters Score -2893644 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2895329.250000 Penalty: 3328.427734
	Iteration 7F: 3 clusters Score -2895329 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2896917.500000 Penalty: 3328.427734
	Iteration 8F: 3 clusters Score -2896918 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2898122.250000 Penalty: 3328.427734
	Iteration 9Q: 3 clusters Score -2898122 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2898858.500000 Penalty: 3328.427734
	Iteration 10Q: 3 clusters Score -2898858 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2899254.750000 Penalty: 3328.427734
	Iteration 11Q: 3 clusters Score -2899255 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2899449.500000 Penalty: 3328.427734
	Iteration 12Q: 3 clusters Score -2899450 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2899585.500000 Penalty: 3328.427734
	Iteration 13Q: 3 clusters Score -2899586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2899661.000000 Penalty: 3328.427734
	Iteration 14Q: 3 clusters Score -2899661 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2899698.500000 Penalty: 3328.427734
	Iteration 15Q: 3 clusters Score -2899698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2899731.250000 Penalty: 3328.427734
	Iteration 16Q: 3 clusters Score -2899731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2899749.500000 Penalty: 3328.427734
	Iteration 17Q: 3 clusters Score -2899750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2899764.250000 Penalty: 3328.427734
	Iteration 18Q: 3 clusters Score -2899764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2899776.250000 Penalty: 3328.427734
	Iteration 19Q: 3 clusters Score -2899776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2899785.750000 Penalty: 3328.427734
	Iteration 20F: 3 clusters Score -2899786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2899798.250000 Penalty: 3328.427734
	Iteration 21Q: 3 clusters Score -2899798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2899805.000000 Penalty: 3328.427734
	Iteration 22Q: 3 clusters Score -2899805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2899821.500000 Penalty: 3328.427734
	Iteration 23Q: 3 clusters Score -2899822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2899832.500000 Penalty: 3328.427734
	Iteration 24Q: 3 clusters Score -2899832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2899848.750000 Penalty: 3328.427734
	Iteration 25Q: 3 clusters Score -2899849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2899858.500000 Penalty: 3328.427734
	Iteration 26Q: 3 clusters Score -2899858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2899866.250000 Penalty: 3328.427734
	Iteration 27Q: 3 clusters Score -2899866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2899878.000000 Penalty: 3328.427734
	Iteration 28Q: 3 clusters Score -2899878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2899884.000000 Penalty: 3328.427734
	Iteration 29Q: 3 clusters Score -2899884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2899890.500000 Penalty: 3328.427734
	Iteration 30Q: 3 clusters Score -2899890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2899890.750000 Penalty: 3328.427734
	Iteration 31Q: 3 clusters Score -2899891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2899893.750000 Penalty: 3328.427734
	Iteration 32Q: 3 clusters Score -2899894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2899895.500000 Penalty: 3328.427734
	Iteration 33Q: 3 clusters Score -2899896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2899895.250000 Penalty: 3328.427734
	Iteration 34Q: 3 clusters Score -2899895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2899895.250000 Penalty: 3328.427734
	Iteration 35F: 3 clusters Score -2899895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (91037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Entering Unmasked Estep 
Score: -9430926.000000 Penalty: 1855.591064
	Iteration 0F: 2 clusters Score -9430926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -9369691.000000 Penalty: 3711.182129
	Iteration 0F: 3 clusters Score -9369691 nChanged 43614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -9394946.000000 Penalty: 3711.182129
	Iteration 1F: 3 clusters Score -9394946 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -9395449.000000 Penalty: 3711.182129
	Iteration 2Q: 3 clusters Score -9395449 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -9396122.000000 Penalty: 3711.182129
	Iteration 3Q: 3 clusters Score -9396122 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -9396869.000000 Penalty: 3711.182129
	Iteration 4Q: 3 clusters Score -9396869 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -9397964.000000 Penalty: 3711.182129
	Iteration 5Q: 3 clusters Score -9397964 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -9399619.000000 Penalty: 3711.182129
	Iteration 6Q: 3 clusters Score -9399619 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -9402573.000000 Penalty: 3711.182129
	Iteration 7F: 3 clusters Score -9402573 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -9407112.000000 Penalty: 3711.182129
	Iteration 8F: 3 clusters Score -9407112 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -9412881.000000 Penalty: 3711.182129
	Iteration 9F: 3 clusters Score -9412881 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -9418287.000000 Penalty: 3711.182129
	Iteration 10F: 3 clusters Score -9418287 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -9422268.000000 Penalty: 3711.182129
	Iteration 11F: 3 clusters Score -9422268 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -9424865.000000 Penalty: 3711.182129
	Iteration 12Q: 3 clusters Score -9424865 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -9426516.000000 Penalty: 3711.182129
	Iteration 13Q: 3 clusters Score -9426516 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -9427473.000000 Penalty: 3711.182129
	Iteration 14Q: 3 clusters Score -9427473 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86238 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -9428098.000000 Penalty: 3711.182129
	Iteration 15Q: 3 clusters Score -9428098 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9428497.000000 Penalty: 3711.182129
	Iteration 16Q: 3 clusters Score -9428497 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -9428794.000000 Penalty: 3711.182129
	Iteration 17Q: 3 clusters Score -9428794 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -9428981.000000 Penalty: 3711.182129
	Iteration 18Q: 3 clusters Score -9428981 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -9429098.000000 Penalty: 3711.182129
	Iteration 19Q: 3 clusters Score -9429098 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -9429211.000000 Penalty: 3711.182129
	Iteration 20F: 3 clusters Score -9429211 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -9429334.000000 Penalty: 3711.182129
	Iteration 21Q: 3 clusters Score -9429334 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9429413.000000 Penalty: 3711.182129
	Iteration 22Q: 3 clusters Score -9429413 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9429455.000000 Penalty: 3711.182129
	Iteration 23Q: 3 clusters Score -9429455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9429482.000000 Penalty: 3711.182129
	Iteration 24Q: 3 clusters Score -9429482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -9429488.000000 Penalty: 3711.182129
	Iteration 25Q: 3 clusters Score -9429488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9429489.000000 Penalty: 3711.182129
	Iteration 26Q: 3 clusters Score -9429489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9429505.000000 Penalty: 3711.182129
	Iteration 27Q: 3 clusters Score -9429505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -9429504.000000 Penalty: 3711.182129
	Iteration 28Q: 3 clusters Score -9429504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9429515.000000 Penalty: 3711.182129
	Iteration 29Q: 3 clusters Score -9429515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88596 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9429517.000000 Penalty: 3711.182129
	Iteration 30Q: 3 clusters Score -9429517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9429535.000000 Penalty: 3711.182129
	Iteration 31Q: 3 clusters Score -9429535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9429541.000000 Penalty: 3711.182129
	Iteration 32Q: 3 clusters Score -9429541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9429547.000000 Penalty: 3711.182129
	Iteration 33Q: 3 clusters Score -9429547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -9429542.000000 Penalty: 3711.182129
	Iteration 34Q: 3 clusters Score -9429542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -9429551.000000 Penalty: 3711.182129
	Iteration 35Q: 3 clusters Score -9429551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9429563.000000 Penalty: 3711.182129
	Iteration 36Q: 3 clusters Score -9429563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -9429572.000000 Penalty: 3711.182129
	Iteration 37Q: 3 clusters Score -9429572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -9429580.000000 Penalty: 3711.182129
	Iteration 38Q: 3 clusters Score -9429580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88863 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -9429596.000000 Penalty: 3711.182129
	Iteration 39Q: 3 clusters Score -9429596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88881 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9429597.000000 Penalty: 3711.182129
	Iteration 40F: 3 clusters Score -9429597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -9429603.000000 Penalty: 3711.182129
	Iteration 41Q: 3 clusters Score -9429603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -9429601.000000 Penalty: 3711.182129
	Iteration 42Q: 3 clusters Score -9429601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88926 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9429603.000000 Penalty: 3711.182129
	Iteration 43Q: 3 clusters Score -9429603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -9429590.000000 Penalty: 3711.182129
	Iteration 44Q: 3 clusters Score -9429590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9429600.000000 Penalty: 3711.182129
	Iteration 45Q: 3 clusters Score -9429600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9429609.000000 Penalty: 3711.182129
	Iteration 46Q: 3 clusters Score -9429609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9429614.000000 Penalty: 3711.182129
	Iteration 47Q: 3 clusters Score -9429614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9429615.000000 Penalty: 3711.182129
	Iteration 48Q: 3 clusters Score -9429615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9429619.000000 Penalty: 3711.182129
	Iteration 49Q: 3 clusters Score -9429619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9429622.000000 Penalty: 3711.182129
	Iteration 50Q: 3 clusters Score -9429622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9429624.000000 Penalty: 3711.182129
	Iteration 51Q: 3 clusters Score -9429624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89011 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -9429626.000000 Penalty: 3711.182129
	Iteration 52Q: 3 clusters Score -9429626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9429636.000000 Penalty: 3711.182129
	Iteration 53Q: 3 clusters Score -9429636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9429643.000000 Penalty: 3711.182129
	Iteration 54Q: 3 clusters Score -9429643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -9429644.000000 Penalty: 3711.182129
	Iteration 55Q: 3 clusters Score -9429644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -9429644.000000 Penalty: 3711.182129
	Iteration 56F: 3 clusters Score -9429644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Entering Unmasked Estep 
Score: -4140162.500000 Penalty: 1722.460205
	Iteration 0F: 2 clusters Score -4140162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4113207.750000 Penalty: 3444.920410
	Iteration 0F: 3 clusters Score -4113208 nChanged 18727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4123850.750000 Penalty: 3444.920410
	Iteration 1F: 3 clusters Score -4123851 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4124363.500000 Penalty: 3444.920410
	Iteration 2Q: 3 clusters Score -4124364 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -4124924.250000 Penalty: 3444.920410
	Iteration 3Q: 3 clusters Score -4124924 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4125666.250000 Penalty: 3444.920410
	Iteration 4Q: 3 clusters Score -4125666 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4126638.750000 Penalty: 3444.920410
	Iteration 5Q: 3 clusters Score -4126639 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4127948.250000 Penalty: 3444.920410
	Iteration 6Q: 3 clusters Score -4127948 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -4129621.750000 Penalty: 3444.920410
	Iteration 7F: 3 clusters Score -4129622 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4131385.750000 Penalty: 3444.920410
	Iteration 8F: 3 clusters Score -4131386 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -4132989.500000 Penalty: 3444.920410
	Iteration 9F: 3 clusters Score -4132990 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -4134190.250000 Penalty: 3444.920410
	Iteration 10Q: 3 clusters Score -4134190 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -4134915.500000 Penalty: 3444.920410
	Iteration 11Q: 3 clusters Score -4134916 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -4135484.250000 Penalty: 3444.920410
	Iteration 12Q: 3 clusters Score -4135484 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -4135884.250000 Penalty: 3444.920410
	Iteration 13Q: 3 clusters Score -4135884 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4136286.500000 Penalty: 3444.920410
	Iteration 14Q: 3 clusters Score -4136286 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4136600.500000 Penalty: 3444.920410
	Iteration 15Q: 3 clusters Score -4136600 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4136905.750000 Penalty: 3444.920410
	Iteration 16Q: 3 clusters Score -4136906 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4137217.250000 Penalty: 3444.920410
	Iteration 17Q: 3 clusters Score -4137217 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4137504.000000 Penalty: 3444.920410
	Iteration 18Q: 3 clusters Score -4137504 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4137762.750000 Penalty: 3444.920410
	Iteration 19Q: 3 clusters Score -4137763 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4137961.250000 Penalty: 3444.920410
	Iteration 20F: 3 clusters Score -4137961 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4138112.000000 Penalty: 3444.920410
	Iteration 21Q: 3 clusters Score -4138112 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4138234.250000 Penalty: 3444.920410
	Iteration 22Q: 3 clusters Score -4138234 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4138346.250000 Penalty: 3444.920410
	Iteration 23Q: 3 clusters Score -4138346 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4138427.000000 Penalty: 3444.920410
	Iteration 24Q: 3 clusters Score -4138427 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4138500.750000 Penalty: 3444.920410
	Iteration 25Q: 3 clusters Score -4138501 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4138551.500000 Penalty: 3444.920410
	Iteration 26Q: 3 clusters Score -4138552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4138600.000000 Penalty: 3444.920410
	Iteration 27Q: 3 clusters Score -4138600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4138638.250000 Penalty: 3444.920410
	Iteration 28Q: 3 clusters Score -4138638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4138653.250000 Penalty: 3444.920410
	Iteration 29Q: 3 clusters Score -4138653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4138669.750000 Penalty: 3444.920410
	Iteration 30Q: 3 clusters Score -4138670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4138686.000000 Penalty: 3444.920410
	Iteration 31Q: 3 clusters Score -4138686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4138709.750000 Penalty: 3444.920410
	Iteration 32Q: 3 clusters Score -4138710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4138722.250000 Penalty: 3444.920410
	Iteration 33Q: 3 clusters Score -4138722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4138728.750000 Penalty: 3444.920410
	Iteration 34Q: 3 clusters Score -4138729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4138742.250000 Penalty: 3444.920410
	Iteration 35Q: 3 clusters Score -4138742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4138752.000000 Penalty: 3444.920410
	Iteration 36Q: 3 clusters Score -4138752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4138760.250000 Penalty: 3444.920410
	Iteration 37Q: 3 clusters Score -4138760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4138765.000000 Penalty: 3444.920410
	Iteration 38Q: 3 clusters Score -4138765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4138769.750000 Penalty: 3444.920410
	Iteration 39Q: 3 clusters Score -4138770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4138776.250000 Penalty: 3444.920410
	Iteration 40F: 3 clusters Score -4138776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4138779.750000 Penalty: 3444.920410
	Iteration 41Q: 3 clusters Score -4138780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4138789.500000 Penalty: 3444.920410
	Iteration 42Q: 3 clusters Score -4138790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4138795.750000 Penalty: 3444.920410
	Iteration 43Q: 3 clusters Score -4138796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4138792.250000 Penalty: 3444.920410
	Iteration 44Q: 3 clusters Score -4138792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4138798.750000 Penalty: 3444.920410
	Iteration 45Q: 3 clusters Score -4138799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4138799.500000 Penalty: 3444.920410
	Iteration 46Q: 3 clusters Score -4138800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4138803.500000 Penalty: 3444.920410
	Iteration 47Q: 3 clusters Score -4138804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4138801.000000 Penalty: 3444.920410
	Iteration 48Q: 3 clusters Score -4138801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4138802.750000 Penalty: 3444.920410
	Iteration 49Q: 3 clusters Score -4138803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4138804.750000 Penalty: 3444.920410
	Iteration 50Q: 3 clusters Score -4138805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4138804.750000 Penalty: 3444.920410
	Iteration 51F: 3 clusters Score -4138805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Entering Unmasked Estep 
Score: -5584522.000000 Penalty: 1777.829712
	Iteration 0F: 2 clusters Score -5584522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -5546786.000000 Penalty: 3555.659424
	Iteration 0F: 3 clusters Score -5546786 nChanged 26647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -5562002.000000 Penalty: 3555.659424
	Iteration 1F: 3 clusters Score -5562002 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -5562528.500000 Penalty: 3555.659424
	Iteration 2Q: 3 clusters Score -5562528 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -5563252.000000 Penalty: 3555.659424
	Iteration 3Q: 3 clusters Score -5563252 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -5564190.000000 Penalty: 3555.659424
	Iteration 4Q: 3 clusters Score -5564190 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -5565494.500000 Penalty: 3555.659424
	Iteration 5Q: 3 clusters Score -5565494 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -5567341.000000 Penalty: 3555.659424
	Iteration 6Q: 3 clusters Score -5567341 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5569857.500000 Penalty: 3555.659424
	Iteration 7F: 3 clusters Score -5569858 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -5572571.000000 Penalty: 3555.659424
	Iteration 8F: 3 clusters Score -5572571 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5574913.500000 Penalty: 3555.659424
	Iteration 9F: 3 clusters Score -5574914 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -5576758.000000 Penalty: 3555.659424
	Iteration 10Q: 3 clusters Score -5576758 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -5578133.000000 Penalty: 3555.659424
	Iteration 11Q: 3 clusters Score -5578133 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -5579233.500000 Penalty: 3555.659424
	Iteration 12Q: 3 clusters Score -5579234 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -5580120.500000 Penalty: 3555.659424
	Iteration 13Q: 3 clusters Score -5580120 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -5580779.000000 Penalty: 3555.659424
	Iteration 14Q: 3 clusters Score -5580779 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -5581293.000000 Penalty: 3555.659424
	Iteration 15Q: 3 clusters Score -5581293 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5581614.000000 Penalty: 3555.659424
	Iteration 16Q: 3 clusters Score -5581614 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5581897.500000 Penalty: 3555.659424
	Iteration 17Q: 3 clusters Score -5581898 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5582122.000000 Penalty: 3555.659424
	Iteration 18Q: 3 clusters Score -5582122 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5582297.500000 Penalty: 3555.659424
	Iteration 19Q: 3 clusters Score -5582298 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5582422.000000 Penalty: 3555.659424
	Iteration 20F: 3 clusters Score -5582422 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5582553.000000 Penalty: 3555.659424
	Iteration 21Q: 3 clusters Score -5582553 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5582664.500000 Penalty: 3555.659424
	Iteration 22Q: 3 clusters Score -5582664 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5582747.000000 Penalty: 3555.659424
	Iteration 23Q: 3 clusters Score -5582747 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5582812.000000 Penalty: 3555.659424
	Iteration 24Q: 3 clusters Score -5582812 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5582840.000000 Penalty: 3555.659424
	Iteration 25Q: 3 clusters Score -5582840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5582889.000000 Penalty: 3555.659424
	Iteration 26Q: 3 clusters Score -5582889 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5582913.000000 Penalty: 3555.659424
	Iteration 27Q: 3 clusters Score -5582913 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5582943.000000 Penalty: 3555.659424
	Iteration 28Q: 3 clusters Score -5582943 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5582947.500000 Penalty: 3555.659424
	Iteration 29Q: 3 clusters Score -5582948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5582970.500000 Penalty: 3555.659424
	Iteration 30Q: 3 clusters Score -5582970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5582979.000000 Penalty: 3555.659424
	Iteration 31Q: 3 clusters Score -5582979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5582977.000000 Penalty: 3555.659424
	Iteration 32Q: 3 clusters Score -5582977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5582987.000000 Penalty: 3555.659424
	Iteration 33Q: 3 clusters Score -5582987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5582988.500000 Penalty: 3555.659424
	Iteration 34Q: 3 clusters Score -5582988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5583000.000000 Penalty: 3555.659424
	Iteration 35Q: 3 clusters Score -5583000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5582996.000000 Penalty: 3555.659424
	Iteration 36Q: 3 clusters Score -5582996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5582991.000000 Penalty: 3555.659424
	Iteration 37Q: 3 clusters Score -5582991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5582992.000000 Penalty: 3555.659424
	Iteration 38Q: 3 clusters Score -5582992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5582988.500000 Penalty: 3555.659424
	Iteration 39Q: 3 clusters Score -5582988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5583002.500000 Penalty: 3555.659424
	Iteration 40F: 3 clusters Score -5583002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5583011.500000 Penalty: 3555.659424
	Iteration 41Q: 3 clusters Score -5583012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5583009.000000 Penalty: 3555.659424
	Iteration 42Q: 3 clusters Score -5583009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5583007.500000 Penalty: 3555.659424
	Iteration 43Q: 3 clusters Score -5583008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5583013.500000 Penalty: 3555.659424
	Iteration 44Q: 3 clusters Score -5583014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5583017.000000 Penalty: 3555.659424
	Iteration 45Q: 3 clusters Score -5583017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5583022.500000 Penalty: 3555.659424
	Iteration 46Q: 3 clusters Score -5583022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5583025.000000 Penalty: 3555.659424
	Iteration 47Q: 3 clusters Score -5583025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5583024.500000 Penalty: 3555.659424
	Iteration 48Q: 3 clusters Score -5583024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5583024.000000 Penalty: 3555.659424
	Iteration 49Q: 3 clusters Score -5583024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5583028.500000 Penalty: 3555.659424
	Iteration 50Q: 3 clusters Score -5583028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5583023.500000 Penalty: 3555.659424
	Iteration 51Q: 3 clusters Score -5583024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5583027.500000 Penalty: 3555.659424
	Iteration 52Q: 3 clusters Score -5583028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5583034.000000 Penalty: 3555.659424
	Iteration 53Q: 3 clusters Score -5583034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5583027.000000 Penalty: 3555.659424
	Iteration 54Q: 3 clusters Score -5583027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5583031.000000 Penalty: 3555.659424
	Iteration 55Q: 3 clusters Score -5583031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5583028.500000 Penalty: 3555.659424
	Iteration 56Q: 3 clusters Score -5583028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5583027.500000 Penalty: 3555.659424
	Iteration 57Q: 3 clusters Score -5583028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5583027.500000 Penalty: 3555.659424
	Iteration 58F: 3 clusters Score -5583028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -291897.093750 Penalty: 1285.470947
	Iteration 0F: 2 clusters Score -291897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -289379.656250 Penalty: 2570.941895
	Iteration 0F: 3 clusters Score -289379.7 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -289988.343750 Penalty: 2570.941895
	Iteration 1F: 3 clusters Score -289988.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -290083.531250 Penalty: 2570.941895
	Iteration 2F: 3 clusters Score -290083.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -290133.687500 Penalty: 2570.941895
	Iteration 3Q: 3 clusters Score -290133.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -290172.718750 Penalty: 2570.941895
	Iteration 4Q: 3 clusters Score -290172.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -290196.781250 Penalty: 2570.941895
	Iteration 5Q: 3 clusters Score -290196.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -290212.125000 Penalty: 2570.941895
	Iteration 6Q: 3 clusters Score -290212.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -290220.437500 Penalty: 2570.941895
	Iteration 7Q: 3 clusters Score -290220.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -290228.562500 Penalty: 2570.941895
	Iteration 8Q: 3 clusters Score -290228.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -290235.125000 Penalty: 2570.941895
	Iteration 9Q: 3 clusters Score -290235.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -290241.187500 Penalty: 2570.941895
	Iteration 10Q: 3 clusters Score -290241.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -290248.687500 Penalty: 2570.941895
	Iteration 11Q: 3 clusters Score -290248.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -290255.750000 Penalty: 2570.941895
	Iteration 12Q: 3 clusters Score -290255.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -290260.875000 Penalty: 2570.941895
	Iteration 13Q: 3 clusters Score -290260.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -290265.937500 Penalty: 2570.941895
	Iteration 14Q: 3 clusters Score -290265.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -290268.968750 Penalty: 2570.941895
	Iteration 15Q: 3 clusters Score -290269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -290271.875000 Penalty: 2570.941895
	Iteration 16Q: 3 clusters Score -290271.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -290277.875000 Penalty: 2570.941895
	Iteration 17Q: 3 clusters Score -290277.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -290283.968750 Penalty: 2570.941895
	Iteration 18Q: 3 clusters Score -290284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -290289.437500 Penalty: 2570.941895
	Iteration 19Q: 3 clusters Score -290289.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -290294.031250 Penalty: 2570.941895
	Iteration 20F: 3 clusters Score -290294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -290298.218750 Penalty: 2570.941895
	Iteration 21Q: 3 clusters Score -290298.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -290302.875000 Penalty: 2570.941895
	Iteration 22Q: 3 clusters Score -290302.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -290307.812500 Penalty: 2570.941895
	Iteration 23Q: 3 clusters Score -290307.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -290310.437500 Penalty: 2570.941895
	Iteration 24Q: 3 clusters Score -290310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -290313.468750 Penalty: 2570.941895
	Iteration 25Q: 3 clusters Score -290313.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -290318.906250 Penalty: 2570.941895
	Iteration 26Q: 3 clusters Score -290318.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -290323.843750 Penalty: 2570.941895
	Iteration 27Q: 3 clusters Score -290323.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -290326.718750 Penalty: 2570.941895
	Iteration 28Q: 3 clusters Score -290326.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -290328.437500 Penalty: 2570.941895
	Iteration 29Q: 3 clusters Score -290328.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -290330.843750 Penalty: 2570.941895
	Iteration 30Q: 3 clusters Score -290330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -290332.187500 Penalty: 2570.941895
	Iteration 31Q: 3 clusters Score -290332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -290333.843750 Penalty: 2570.941895
	Iteration 32Q: 3 clusters Score -290333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -290334.968750 Penalty: 2570.941895
	Iteration 33Q: 3 clusters Score -290335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -290336.625000 Penalty: 2570.941895
	Iteration 34Q: 3 clusters Score -290336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -290336.937500 Penalty: 2570.941895
	Iteration 35Q: 3 clusters Score -290336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -290337.250000 Penalty: 2570.941895
	Iteration 36Q: 3 clusters Score -290337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -290337.250000 Penalty: 2570.941895
	Iteration 37F: 3 clusters Score -290337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -125777.296875 Penalty: 1163.258545
	Iteration 0F: 2 clusters Score -125777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -124165.234375 Penalty: 2326.517090
	Iteration 0F: 3 clusters Score -124165.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -124444.375000 Penalty: 2326.517090
	Iteration 1F: 3 clusters Score -124444.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -124520.148438 Penalty: 2326.517090
	Iteration 2F: 3 clusters Score -124520.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124559.335938 Penalty: 2326.517090
	Iteration 3Q: 3 clusters Score -124559.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124595.875000 Penalty: 2326.517090
	Iteration 4Q: 3 clusters Score -124595.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124614.132812 Penalty: 2326.517090
	Iteration 5Q: 3 clusters Score -124614.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -124627.312500 Penalty: 2326.517090
	Iteration 6Q: 3 clusters Score -124627.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124641.148438 Penalty: 2326.517090
	Iteration 7Q: 3 clusters Score -124641.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124650.789062 Penalty: 2326.517090
	Iteration 8Q: 3 clusters Score -124650.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -124656.750000 Penalty: 2326.517090
	Iteration 9Q: 3 clusters Score -124656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -124661.820312 Penalty: 2326.517090
	Iteration 10Q: 3 clusters Score -124661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -124665.156250 Penalty: 2326.517090
	Iteration 11Q: 3 clusters Score -124665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -124666.078125 Penalty: 2326.517090
	Iteration 12Q: 3 clusters Score -124666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -124666.484375 Penalty: 2326.517090
	Iteration 13Q: 3 clusters Score -124666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -124666.484375 Penalty: 2326.517090
	Iteration 14F: 3 clusters Score -124666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 28614 members 
Mstep: Class 3 contains 292483 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 283106 members 
Mstep: Class 6 contains 62287 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 19212 members 
Mstep: Class 9 contains 22187 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 14 contains 28038 members 
Mstep: Class 15 contains 91037 members 
Mstep: Class 16 contains 40125 members 
Mstep: Class 18 contains 56415 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 22 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133584.000000 Penalty: 37996.894531
Iteration 79Q: 18 clusters Score -9.413358e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 29327 members 
Mstep: Class 3 contains 291954 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 283196 members 
Mstep: Class 6 contains 62419 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 18635 members 
Mstep: Class 9 contains 22118 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 14 contains 28045 members 
Mstep: Class 15 contains 91278 members 
Mstep: Class 16 contains 40117 members 
Mstep: Class 18 contains 56400 members 
Mstep: Class 19 contains 2720 members 
Mstep: Class 22 contains 1296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133920.000000 Penalty: 37996.894531
Iteration 80F: 18 clusters Score -9.413392e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30106 members 
Mstep: Class 3 contains 291416 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 283221 members 
Mstep: Class 6 contains 62551 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 18053 members 
Mstep: Class 9 contains 22057 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 14 contains 28048 members 
Mstep: Class 15 contains 91512 members 
Mstep: Class 16 contains 40122 members 
Mstep: Class 18 contains 56384 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134064.000000 Penalty: 37996.894531
Iteration 81Q: 18 clusters Score -9.413406e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 30769 members 
Mstep: Class 3 contains 290938 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 283291 members 
Mstep: Class 6 contains 62685 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 17462 members 
Mstep: Class 9 contains 22021 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 14 contains 28055 members 
Mstep: Class 15 contains 91741 members 
Mstep: Class 16 contains 40125 members 
Mstep: Class 18 contains 56361 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 22 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133872.000000 Penalty: 37996.894531
Iteration 82Q: 18 clusters Score -9.413387e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 31404 members 
Mstep: Class 3 contains 290499 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 283426 members 
Mstep: Class 6 contains 62791 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 16836 members 
Mstep: Class 9 contains 21974 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 14 contains 28056 members 
Mstep: Class 15 contains 91969 members 
Mstep: Class 16 contains 40133 members 
Mstep: Class 18 contains 56329 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 22 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134024.000000 Penalty: 37996.894531
Iteration 83Q: 18 clusters Score -9.413402e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31998 members 
Mstep: Class 3 contains 290132 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 283585 members 
Mstep: Class 6 contains 62880 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 21939 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 14 contains 28045 members 
Mstep: Class 15 contains 92181 members 
Mstep: Class 16 contains 40126 members 
Mstep: Class 18 contains 56305 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 22 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134216.000000 Penalty: 37996.894531
Iteration 84Q: 18 clusters Score -9.413422e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 32593 members 
Mstep: Class 3 contains 289726 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 283827 members 
Mstep: Class 6 contains 62981 members 
Mstep: Class 7 contains 2150 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 21911 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 14 contains 28044 members 
Mstep: Class 15 contains 92392 members 
Mstep: Class 16 contains 40099 members 
Mstep: Class 18 contains 56274 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 22 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134728.000000 Penalty: 37996.894531
Iteration 85Q: 18 clusters Score -9.413473e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 33181 members 
Mstep: Class 3 contains 289381 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 284014 members 
Mstep: Class 6 contains 63091 members 
Mstep: Class 7 contains 2144 members 
Mstep: Class 8 contains 14864 members 
Mstep: Class 9 contains 21874 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 14 contains 28043 members 
Mstep: Class 15 contains 92602 members 
Mstep: Class 16 contains 40053 members 
Mstep: Class 18 contains 56241 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 22 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134816.000000 Penalty: 37996.894531
Iteration 86Q: 18 clusters Score -9.413482e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 33789 members 
Mstep: Class 3 contains 289064 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 284142 members 
Mstep: Class 6 contains 63215 members 
Mstep: Class 7 contains 2137 members 
Mstep: Class 8 contains 14209 members 
Mstep: Class 9 contains 21836 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 2473 members 
Mstep: Class 14 contains 28045 members 
Mstep: Class 15 contains 92791 members 
Mstep: Class 16 contains 40028 members 
Mstep: Class 18 contains 56208 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 22 contains 1418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135240.000000 Penalty: 37996.894531
Iteration 87Q: 18 clusters Score -9.413524e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 34353 members 
Mstep: Class 3 contains 288722 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 5 contains 284280 members 
Mstep: Class 6 contains 63335 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 13580 members 
Mstep: Class 9 contains 21798 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 14 contains 28065 members 
Mstep: Class 15 contains 92999 members 
Mstep: Class 16 contains 40012 members 
Mstep: Class 18 contains 56177 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 22 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135472.000000 Penalty: 37996.894531
Iteration 88Q: 18 clusters Score -9.413547e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 34888 members 
Mstep: Class 3 contains 288488 members 
Mstep: Class 4 contains 4997 members 
Mstep: Class 5 contains 284411 members 
Mstep: Class 6 contains 63419 members 
Mstep: Class 7 contains 2126 members 
Mstep: Class 8 contains 12901 members 
Mstep: Class 9 contains 21785 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 14 contains 28089 members 
Mstep: Class 15 contains 93196 members 
Mstep: Class 16 contains 39990 members 
Mstep: Class 18 contains 56129 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135800.000000 Penalty: 37996.894531
Iteration 89Q: 18 clusters Score -9.41358e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35358 members 
Mstep: Class 3 contains 288206 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 284630 members 
Mstep: Class 6 contains 63525 members 
Mstep: Class 7 contains 2125 members 
Mstep: Class 8 contains 12217 members 
Mstep: Class 9 contains 21761 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 14 contains 28123 members 
Mstep: Class 15 contains 93396 members 
Mstep: Class 16 contains 39970 members 
Mstep: Class 18 contains 56108 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 22 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136000.000000 Penalty: 37996.894531
Iteration 90Q: 18 clusters Score -9.4136e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 35811 members 
Mstep: Class 3 contains 287935 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 284879 members 
Mstep: Class 6 contains 63621 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 11537 members 
Mstep: Class 9 contains 21750 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 14 contains 28164 members 
Mstep: Class 15 contains 93541 members 
Mstep: Class 16 contains 39955 members 
Mstep: Class 18 contains 56082 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 22 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136944.000000 Penalty: 37996.894531
Iteration 91Q: 18 clusters Score -9.413694e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36238 members 
Mstep: Class 3 contains 287698 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 285098 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 10858 members 
Mstep: Class 9 contains 21736 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 14 contains 28216 members 
Mstep: Class 15 contains 93687 members 
Mstep: Class 16 contains 39935 members 
Mstep: Class 18 contains 56065 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 22 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137000.000000 Penalty: 37996.894531
Iteration 92Q: 18 clusters Score -9.4137e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 36696 members 
Mstep: Class 3 contains 287447 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 285345 members 
Mstep: Class 6 contains 63820 members 
Mstep: Class 7 contains 2124 members 
Mstep: Class 8 contains 10195 members 
Mstep: Class 9 contains 21705 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 2516 members 
Mstep: Class 14 contains 28262 members 
Mstep: Class 15 contains 93793 members 
Mstep: Class 16 contains 39922 members 
Mstep: Class 18 contains 56060 members 
Mstep: Class 19 contains 2720 members 
Mstep: Class 22 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137560.000000 Penalty: 37996.894531
Iteration 93Q: 18 clusters Score -9.413756e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37128 members 
Mstep: Class 3 contains 287210 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 285575 members 
Mstep: Class 6 contains 63887 members 
Mstep: Class 7 contains 2124 members 
Mstep: Class 8 contains 9579 members 
Mstep: Class 9 contains 21680 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 14 contains 28308 members 
Mstep: Class 15 contains 93895 members 
Mstep: Class 16 contains 39907 members 
Mstep: Class 18 contains 56062 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 22 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94138368.000000 Penalty: 37996.894531
Iteration 94Q: 18 clusters Score -9.413837e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 37530 members 
Mstep: Class 3 contains 287054 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 285833 members 
Mstep: Class 6 contains 63947 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 8956 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 14 contains 28341 members 
Mstep: Class 15 contains 93967 members 
Mstep: Class 16 contains 39887 members 
Mstep: Class 18 contains 56061 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 22 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139192.000000 Penalty: 37996.894531
Iteration 95Q: 18 clusters Score -9.413919e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 37872 members 
Mstep: Class 3 contains 286906 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 286104 members 
Mstep: Class 6 contains 63994 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 21599 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 14 contains 28378 members 
Mstep: Class 15 contains 94031 members 
Mstep: Class 16 contains 39875 members 
Mstep: Class 18 contains 56061 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 22 contains 1660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139432.000000 Penalty: 37996.894531
Iteration 96Q: 18 clusters Score -9.413943e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 38213 members 
Mstep: Class 3 contains 286744 members 
Mstep: Class 4 contains 4997 members 
Mstep: Class 5 contains 286369 members 
Mstep: Class 6 contains 64035 members 
Mstep: Class 7 contains 2119 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 21574 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 14 contains 28422 members 
Mstep: Class 15 contains 94090 members 
Mstep: Class 16 contains 39843 members 
Mstep: Class 18 contains 56073 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139824.000000 Penalty: 37996.894531
Iteration 97Q: 18 clusters Score -9.413982e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 38524 members 
Mstep: Class 3 contains 286580 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 5 contains 286700 members 
Mstep: Class 6 contains 64056 members 
Mstep: Class 7 contains 2116 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 21536 members 
Mstep: Class 10 contains 2578 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 14 contains 28475 members 
Mstep: Class 15 contains 94135 members 
Mstep: Class 16 contains 39805 members 
Mstep: Class 18 contains 56084 members 
Mstep: Class 19 contains 2712 members 
Mstep: Class 22 contains 1721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140464.000000 Penalty: 37996.894531
Iteration 98Q: 18 clusters Score -9.414046e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38826 members 
Mstep: Class 3 contains 286510 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 286995 members 
Mstep: Class 6 contains 64079 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 6745 members 
Mstep: Class 9 contains 21500 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 2541 members 
Mstep: Class 14 contains 28519 members 
Mstep: Class 15 contains 94160 members 
Mstep: Class 16 contains 39746 members 
Mstep: Class 18 contains 56094 members 
Mstep: Class 19 contains 2707 members 
Mstep: Class 22 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140992.000000 Penalty: 37996.894531
Iteration 99Q: 18 clusters Score -9.414099e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 39113 members 
Mstep: Class 3 contains 286481 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 287166 members 
Mstep: Class 6 contains 64097 members 
Mstep: Class 7 contains 2107 members 
Mstep: Class 8 contains 6242 members 
Mstep: Class 9 contains 21477 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 2544 members 
Mstep: Class 14 contains 28571 members 
Mstep: Class 15 contains 94207 members 
Mstep: Class 16 contains 39703 members 
Mstep: Class 18 contains 56117 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 22 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141248.000000 Penalty: 37996.894531
Iteration 100F: 18 clusters Score -9.414125e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39403 members 
Mstep: Class 3 contains 286502 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 287215 members 
Mstep: Class 6 contains 64142 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 21477 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 14 contains 28620 members 
Mstep: Class 15 contains 94229 members 
Mstep: Class 16 contains 39667 members 
Mstep: Class 18 contains 56139 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 22 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141912.000000 Penalty: 37996.894531
Iteration 101Q: 18 clusters Score -9.414191e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39662 members 
Mstep: Class 3 contains 286506 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 287316 members 
Mstep: Class 6 contains 64164 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 5354 members 
Mstep: Class 9 contains 21464 members 
Mstep: Class 10 contains 2584 members 
Mstep: Class 11 contains 2546 members 
Mstep: Class 14 contains 28656 members 
Mstep: Class 15 contains 94235 members 
Mstep: Class 16 contains 39638 members 
Mstep: Class 18 contains 56156 members 
Mstep: Class 19 contains 2700 members 
Mstep: Class 22 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94141920.000000 Penalty: 37996.894531
Iteration 102Q: 18 clusters Score -9.414192e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39918 members 
Mstep: Class 3 contains 286505 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 287410 members 
Mstep: Class 6 contains 64191 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 4980 members 
Mstep: Class 9 contains 21453 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 2540 members 
Mstep: Class 14 contains 28686 members 
Mstep: Class 15 contains 94231 members 
Mstep: Class 16 contains 39604 members 
Mstep: Class 18 contains 56172 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 22 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94142384.000000 Penalty: 37996.894531
Iteration 103Q: 18 clusters Score -9.414238e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 40181 members 
Mstep: Class 3 contains 286523 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 287420 members 
Mstep: Class 6 contains 64226 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 4649 members 
Mstep: Class 9 contains 21426 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 2542 members 
Mstep: Class 14 contains 28731 members 
Mstep: Class 15 contains 94238 members 
Mstep: Class 16 contains 39569 members 
Mstep: Class 18 contains 56176 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 22 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94142624.000000 Penalty: 37996.894531
Iteration 104Q: 18 clusters Score -9.414262e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 40429 members 
Mstep: Class 3 contains 286569 members 
Mstep: Class 4 contains 5006 members 
Mstep: Class 5 contains 287417 members 
Mstep: Class 6 contains 64248 members 
Mstep: Class 7 contains 2088 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 21409 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 14 contains 28790 members 
Mstep: Class 15 contains 94234 members 
Mstep: Class 16 contains 39551 members 
Mstep: Class 18 contains 56167 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 22 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143240.000000 Penalty: 37996.894531
Iteration 105Q: 18 clusters Score -9.414324e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 40642 members 
Mstep: Class 3 contains 286683 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 287293 members 
Mstep: Class 6 contains 64266 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 21398 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 14 contains 28859 members 
Mstep: Class 15 contains 94235 members 
Mstep: Class 16 contains 39522 members 
Mstep: Class 18 contains 56152 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 22 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143168.000000 Penalty: 37996.894531
Iteration 106Q: 18 clusters Score -9.414317e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 40844 members 
Mstep: Class 3 contains 286766 members 
Mstep: Class 4 contains 5015 members 
Mstep: Class 5 contains 287155 members 
Mstep: Class 6 contains 64283 members 
Mstep: Class 7 contains 2080 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 21389 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 14 contains 28933 members 
Mstep: Class 15 contains 94223 members 
Mstep: Class 16 contains 39512 members 
Mstep: Class 18 contains 56147 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 22 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143424.000000 Penalty: 37996.894531
Iteration 107Q: 18 clusters Score -9.414342e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 41028 members 
Mstep: Class 3 contains 286903 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 286957 members 
Mstep: Class 6 contains 64299 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 3671 members 
Mstep: Class 9 contains 21388 members 
Mstep: Class 10 contains 2614 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 14 contains 29017 members 
Mstep: Class 15 contains 94209 members 
Mstep: Class 16 contains 39494 members 
Mstep: Class 18 contains 56140 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 22 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143688.000000 Penalty: 37996.894531
Iteration 108Q: 18 clusters Score -9.414369e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 41195 members 
Mstep: Class 3 contains 287021 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 286734 members 
Mstep: Class 6 contains 64319 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 3522 members 
Mstep: Class 9 contains 21385 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 14 contains 29103 members 
Mstep: Class 15 contains 94208 members 
Mstep: Class 16 contains 39470 members 
Mstep: Class 18 contains 56134 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 22 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94143912.000000 Penalty: 37996.894531
Iteration 109Q: 18 clusters Score -9.414391e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 41351 members 
Mstep: Class 3 contains 287148 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 286539 members 
Mstep: Class 6 contains 64336 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 3368 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 14 contains 29166 members 
Mstep: Class 15 contains 94219 members 
Mstep: Class 16 contains 39462 members 
Mstep: Class 18 contains 56119 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 22 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144176.000000 Penalty: 37996.894531
Iteration 110Q: 18 clusters Score -9.414418e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 41489 members 
Mstep: Class 3 contains 287286 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 286341 members 
Mstep: Class 6 contains 64376 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 14 contains 29213 members 
Mstep: Class 15 contains 94220 members 
Mstep: Class 16 contains 39455 members 
Mstep: Class 18 contains 56108 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 22 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144056.000000 Penalty: 37996.894531
Iteration 111Q: 18 clusters Score -9.414406e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41605 members 
Mstep: Class 3 contains 287405 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 286167 members 
Mstep: Class 6 contains 64423 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 3079 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 14 contains 29257 members 
Mstep: Class 15 contains 94221 members 
Mstep: Class 16 contains 39457 members 
Mstep: Class 18 contains 56086 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 22 contains 2063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144232.000000 Penalty: 37996.894531
Iteration 112Q: 18 clusters Score -9.414423e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41706 members 
Mstep: Class 3 contains 287499 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 286010 members 
Mstep: Class 6 contains 64467 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 2959 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 2627 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 14 contains 29300 members 
Mstep: Class 15 contains 94231 members 
Mstep: Class 16 contains 39461 members 
Mstep: Class 18 contains 56062 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 22 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144224.000000 Penalty: 37996.894531
Iteration 113Q: 18 clusters Score -9.414422e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 41783 members 
Mstep: Class 3 contains 287624 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 285871 members 
Mstep: Class 6 contains 64500 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 21372 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 14 contains 29331 members 
Mstep: Class 15 contains 94224 members 
Mstep: Class 16 contains 39467 members 
Mstep: Class 18 contains 56028 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 22 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144200.000000 Penalty: 37996.894531
Iteration 114Q: 18 clusters Score -9.41442e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41844 members 
Mstep: Class 3 contains 287753 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 285701 members 
Mstep: Class 6 contains 64527 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 2632 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29353 members 
Mstep: Class 15 contains 94212 members 
Mstep: Class 16 contains 39483 members 
Mstep: Class 18 contains 56002 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 22 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144368.000000 Penalty: 37996.894531
Iteration 115Q: 18 clusters Score -9.414437e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41893 members 
Mstep: Class 3 contains 287866 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 285576 members 
Mstep: Class 6 contains 64556 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 14 contains 29379 members 
Mstep: Class 15 contains 94193 members 
Mstep: Class 16 contains 39496 members 
Mstep: Class 18 contains 55977 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 22 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144600.000000 Penalty: 37996.894531
Iteration 116Q: 18 clusters Score -9.41446e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41961 members 
Mstep: Class 3 contains 287961 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 285421 members 
Mstep: Class 6 contains 64585 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 14 contains 29410 members 
Mstep: Class 15 contains 94184 members 
Mstep: Class 16 contains 39511 members 
Mstep: Class 18 contains 55953 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 22 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144576.000000 Penalty: 37996.894531
Iteration 117Q: 18 clusters Score -9.414458e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42007 members 
Mstep: Class 3 contains 288079 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 285283 members 
Mstep: Class 6 contains 64605 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 14 contains 29432 members 
Mstep: Class 15 contains 94165 members 
Mstep: Class 16 contains 39526 members 
Mstep: Class 18 contains 55933 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 22 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144632.000000 Penalty: 37996.894531
Iteration 118Q: 18 clusters Score -9.414463e+07 nChanged 585
Entering ConstructFrom: 
Score: -94144632.000000 Penalty: 37996.894531
Entering ConstructFrom: 
Trying to split cluster 1 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -57257.382812 Penalty: 1052.757812
	Iteration 0F: 2 clusters Score -57257.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56088.785156 Penalty: 2105.515625
	Iteration 0F: 3 clusters Score -56088.79 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56340.312500 Penalty: 2105.515625
	Iteration 1F: 3 clusters Score -56340.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56414.597656 Penalty: 2105.515625
	Iteration 2F: 3 clusters Score -56414.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56483.105469 Penalty: 2105.515625
	Iteration 3Q: 3 clusters Score -56483.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56528.503906 Penalty: 2105.515625
	Iteration 4Q: 3 clusters Score -56528.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56546.812500 Penalty: 2105.515625
	Iteration 5Q: 3 clusters Score -56546.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56561.925781 Penalty: 2105.515625
	Iteration 6Q: 3 clusters Score -56561.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56574.523438 Penalty: 2105.515625
	Iteration 7Q: 3 clusters Score -56574.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56582.867188 Penalty: 2105.515625
	Iteration 8Q: 3 clusters Score -56582.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56585.304688 Penalty: 2105.515625
	Iteration 9Q: 3 clusters Score -56585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56589.757812 Penalty: 2105.515625
	Iteration 10Q: 3 clusters Score -56589.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56595.312500 Penalty: 2105.515625
	Iteration 11Q: 3 clusters Score -56595.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56597.847656 Penalty: 2105.515625
	Iteration 12Q: 3 clusters Score -56597.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56600.464844 Penalty: 2105.515625
	Iteration 13Q: 3 clusters Score -56600.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56603.148438 Penalty: 2105.515625
	Iteration 14Q: 3 clusters Score -56603.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56603.148438 Penalty: 2105.515625
	Iteration 15F: 3 clusters Score -56603.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Entering Unmasked Estep 
Score: -4351551.500000 Penalty: 1730.136719
	Iteration 0F: 2 clusters Score -4351552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4323244.000000 Penalty: 3460.273438
	Iteration 0F: 3 clusters Score -4323244 nChanged 19655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -4334285.000000 Penalty: 3460.273438
	Iteration 1F: 3 clusters Score -4334285 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -4334667.000000 Penalty: 3460.273438
	Iteration 2Q: 3 clusters Score -4334667 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4335123.500000 Penalty: 3460.273438
	Iteration 3Q: 3 clusters Score -4335124 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -4335713.500000 Penalty: 3460.273438
	Iteration 4Q: 3 clusters Score -4335714 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -4336587.000000 Penalty: 3460.273438
	Iteration 5Q: 3 clusters Score -4336587 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4337998.000000 Penalty: 3460.273438
	Iteration 6F: 3 clusters Score -4337998 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4340313.000000 Penalty: 3460.273438
	Iteration 7F: 3 clusters Score -4340313 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4343304.500000 Penalty: 3460.273438
	Iteration 8F: 3 clusters Score -4343304 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -4346057.000000 Penalty: 3460.273438
	Iteration 9F: 3 clusters Score -4346057 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -4347887.500000 Penalty: 3460.273438
	Iteration 10Q: 3 clusters Score -4347888 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -4348948.000000 Penalty: 3460.273438
	Iteration 11Q: 3 clusters Score -4348948 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -4349490.000000 Penalty: 3460.273438
	Iteration 12Q: 3 clusters Score -4349490 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -4349742.000000 Penalty: 3460.273438
	Iteration 13Q: 3 clusters Score -4349742 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -4349874.500000 Penalty: 3460.273438
	Iteration 14Q: 3 clusters Score -4349874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -4349962.000000 Penalty: 3460.273438
	Iteration 15Q: 3 clusters Score -4349962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -4349998.500000 Penalty: 3460.273438
	Iteration 16Q: 3 clusters Score -4349998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -4350017.000000 Penalty: 3460.273438
	Iteration 17Q: 3 clusters Score -4350017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -4350033.000000 Penalty: 3460.273438
	Iteration 18Q: 3 clusters Score -4350033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4350043.000000 Penalty: 3460.273438
	Iteration 19Q: 3 clusters Score -4350043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4350048.000000 Penalty: 3460.273438
	Iteration 20F: 3 clusters Score -4350048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -4350048.000000 Penalty: 3460.273438
	Iteration 21Q: 3 clusters Score -4350048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -4350047.500000 Penalty: 3460.273438
	Iteration 22Q: 3 clusters Score -4350048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4350049.000000 Penalty: 3460.273438
	Iteration 23Q: 3 clusters Score -4350049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4350049.000000 Penalty: 3460.273438
	Iteration 24F: 3 clusters Score -4350049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (288169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288169 members 
Entering Unmasked Estep 
Score: -29240302.000000 Penalty: 2042.836670
	Iteration 0F: 2 clusters Score -2.92403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143919 members 
Mstep: Class 2 contains 144250 members 
Entering Unmasked Estep 
Score: -29054402.000000 Penalty: 4085.673340
	Iteration 0F: 3 clusters Score -2.90544e+07 nChanged 140788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137891 members 
Mstep: Class 2 contains 150278 members 
Entering Unmasked Estep 
Score: -29138174.000000 Penalty: 4085.673340
	Iteration 1F: 3 clusters Score -2.913817e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133625 members 
Mstep: Class 2 contains 154544 members 
Entering Unmasked Estep 
Score: -29139562.000000 Penalty: 4085.673340
	Iteration 2Q: 3 clusters Score -2.913956e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127126 members 
Mstep: Class 2 contains 161043 members 
Entering Unmasked Estep 
Score: -29141582.000000 Penalty: 4085.673340
	Iteration 3Q: 3 clusters Score -2.914158e+07 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117374 members 
Mstep: Class 2 contains 170795 members 
Entering Unmasked Estep 
Score: -29145274.000000 Penalty: 4085.673340
	Iteration 4Q: 3 clusters Score -2.914527e+07 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 185096 members 
Entering Unmasked Estep 
Score: -29152370.000000 Penalty: 4085.673340
	Iteration 5F: 3 clusters Score -2.915237e+07 nChanged 19924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 204532 members 
Entering Unmasked Estep 
Score: -29164786.000000 Penalty: 4085.673340
	Iteration 6F: 3 clusters Score -2.916479e+07 nChanged 23336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 227602 members 
Entering Unmasked Estep 
Score: -29182926.000000 Penalty: 4085.673340
	Iteration 7F: 3 clusters Score -2.918293e+07 nChanged 21798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 249274 members 
Entering Unmasked Estep 
Score: -29202568.000000 Penalty: 4085.673340
	Iteration 8F: 3 clusters Score -2.920257e+07 nChanged 15755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 264981 members 
Entering Unmasked Estep 
Score: -29217686.000000 Penalty: 4085.673340
	Iteration 9F: 3 clusters Score -2.921769e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 274039 members 
Entering Unmasked Estep 
Score: -29226546.000000 Penalty: 4085.673340
	Iteration 10Q: 3 clusters Score -2.922655e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 278974 members 
Entering Unmasked Estep 
Score: -29231544.000000 Penalty: 4085.673340
	Iteration 11Q: 3 clusters Score -2.923154e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 281785 members 
Entering Unmasked Estep 
Score: -29234230.000000 Penalty: 4085.673340
	Iteration 12Q: 3 clusters Score -2.923423e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 283528 members 
Entering Unmasked Estep 
Score: -29235770.000000 Penalty: 4085.673340
	Iteration 13Q: 3 clusters Score -2.923577e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 284648 members 
Entering Unmasked Estep 
Score: -29236684.000000 Penalty: 4085.673340
	Iteration 14Q: 3 clusters Score -2.923668e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 285378 members 
Entering Unmasked Estep 
Score: -29237336.000000 Penalty: 4085.673340
	Iteration 15Q: 3 clusters Score -2.923734e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 285869 members 
Entering Unmasked Estep 
Score: -29237830.000000 Penalty: 4085.673340
	Iteration 16Q: 3 clusters Score -2.923783e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 286212 members 
Entering Unmasked Estep 
Score: -29238122.000000 Penalty: 4085.673340
	Iteration 17Q: 3 clusters Score -2.923812e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 286442 members 
Entering Unmasked Estep 
Score: -29238286.000000 Penalty: 4085.673340
	Iteration 18Q: 3 clusters Score -2.923829e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 286594 members 
Entering Unmasked Estep 
Score: -29238344.000000 Penalty: 4085.673340
	Iteration 19Q: 3 clusters Score -2.923834e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 286690 members 
Entering Unmasked Estep 
Score: -29238474.000000 Penalty: 4085.673340
	Iteration 20F: 3 clusters Score -2.923847e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 286764 members 
Entering Unmasked Estep 
Score: -29238548.000000 Penalty: 4085.673340
	Iteration 21Q: 3 clusters Score -2.923855e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 286841 members 
Entering Unmasked Estep 
Score: -29238642.000000 Penalty: 4085.673340
	Iteration 22Q: 3 clusters Score -2.923864e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 286906 members 
Entering Unmasked Estep 
Score: -29238714.000000 Penalty: 4085.673340
	Iteration 23Q: 3 clusters Score -2.923871e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 286960 members 
Entering Unmasked Estep 
Score: -29238732.000000 Penalty: 4085.673340
	Iteration 24Q: 3 clusters Score -2.923873e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 287003 members 
Entering Unmasked Estep 
Score: -29238736.000000 Penalty: 4085.673340
	Iteration 25Q: 3 clusters Score -2.923874e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 287026 members 
Entering Unmasked Estep 
Score: -29238768.000000 Penalty: 4085.673340
	Iteration 26Q: 3 clusters Score -2.923877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 287051 members 
Entering Unmasked Estep 
Score: -29238780.000000 Penalty: 4085.673340
	Iteration 27Q: 3 clusters Score -2.923878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 287068 members 
Entering Unmasked Estep 
Score: -29238820.000000 Penalty: 4085.673340
	Iteration 28Q: 3 clusters Score -2.923882e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 287080 members 
Entering Unmasked Estep 
Score: -29238822.000000 Penalty: 4085.673340
	Iteration 29Q: 3 clusters Score -2.923882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 287094 members 
Entering Unmasked Estep 
Score: -29238848.000000 Penalty: 4085.673340
	Iteration 30Q: 3 clusters Score -2.923885e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 287111 members 
Entering Unmasked Estep 
Score: -29238882.000000 Penalty: 4085.673340
	Iteration 31Q: 3 clusters Score -2.923888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 287128 members 
Entering Unmasked Estep 
Score: -29238878.000000 Penalty: 4085.673340
	Iteration 32Q: 3 clusters Score -2.923888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 287139 members 
Entering Unmasked Estep 
Score: -29238870.000000 Penalty: 4085.673340
	Iteration 33Q: 3 clusters Score -2.923887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 287154 members 
Entering Unmasked Estep 
Score: -29238892.000000 Penalty: 4085.673340
	Iteration 34Q: 3 clusters Score -2.923889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 287167 members 
Entering Unmasked Estep 
Score: -29238922.000000 Penalty: 4085.673340
	Iteration 35Q: 3 clusters Score -2.923892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 287175 members 
Entering Unmasked Estep 
Score: -29238936.000000 Penalty: 4085.673340
	Iteration 36Q: 3 clusters Score -2.923894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 287182 members 
Entering Unmasked Estep 
Score: -29238930.000000 Penalty: 4085.673340
	Iteration 37Q: 3 clusters Score -2.923893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 287186 members 
Entering Unmasked Estep 
Score: -29238946.000000 Penalty: 4085.673340
	Iteration 38Q: 3 clusters Score -2.923895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 287189 members 
Entering Unmasked Estep 
Score: -29238946.000000 Penalty: 4085.673340
	Iteration 39Q: 3 clusters Score -2.923895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 287191 members 
Entering Unmasked Estep 
Score: -29238944.000000 Penalty: 4085.673340
	Iteration 40F: 3 clusters Score -2.923894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 287193 members 
Entering Unmasked Estep 
Score: -29238948.000000 Penalty: 4085.673340
	Iteration 41Q: 3 clusters Score -2.923895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 287195 members 
Entering Unmasked Estep 
Score: -29238948.000000 Penalty: 4085.673340
	Iteration 42Q: 3 clusters Score -2.923895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 287196 members 
Entering Unmasked Estep 
Score: -29238944.000000 Penalty: 4085.673340
	Iteration 43Q: 3 clusters Score -2.923894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 287196 members 
Entering Unmasked Estep 
Score: -29238944.000000 Penalty: 4085.673340
	Iteration 44F: 3 clusters Score -2.923894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -482577.093750 Penalty: 1385.435547
	Iteration 0F: 2 clusters Score -482577.1 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 2571 members 
Entering Unmasked Estep 
Score: -478574.281250 Penalty: 2770.871094
	Iteration 0F: 3 clusters Score -478574.3 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -479698.187500 Penalty: 2770.871094
	Iteration 1F: 3 clusters Score -479698.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -479909.375000 Penalty: 2770.871094
	Iteration 2F: 3 clusters Score -479909.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -480022.781250 Penalty: 2770.871094
	Iteration 3F: 3 clusters Score -480022.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -480109.156250 Penalty: 2770.871094
	Iteration 4Q: 3 clusters Score -480109.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -480193.937500 Penalty: 2770.871094
	Iteration 5Q: 3 clusters Score -480193.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -480290.625000 Penalty: 2770.871094
	Iteration 6Q: 3 clusters Score -480290.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -480430.250000 Penalty: 2770.871094
	Iteration 7Q: 3 clusters Score -480430.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -480622.781250 Penalty: 2770.871094
	Iteration 8Q: 3 clusters Score -480622.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -480969.468750 Penalty: 2770.871094
	Iteration 9F: 3 clusters Score -480969.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -481494.031250 Penalty: 2770.871094
	Iteration 10F: 3 clusters Score -481494 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -481949.406250 Penalty: 2770.871094
	Iteration 11F: 3 clusters Score -481949.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -482231.031250 Penalty: 2770.871094
	Iteration 12Q: 3 clusters Score -482231 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -482341.187500 Penalty: 2770.871094
	Iteration 13Q: 3 clusters Score -482341.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -482386.937500 Penalty: 2770.871094
	Iteration 14Q: 3 clusters Score -482386.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -482408.843750 Penalty: 2770.871094
	Iteration 15Q: 3 clusters Score -482408.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -482422.437500 Penalty: 2770.871094
	Iteration 16Q: 3 clusters Score -482422.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -482430.718750 Penalty: 2770.871094
	Iteration 17Q: 3 clusters Score -482430.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -482438.500000 Penalty: 2770.871094
	Iteration 18Q: 3 clusters Score -482438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -482438.656250 Penalty: 2770.871094
	Iteration 19Q: 3 clusters Score -482438.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -482444.031250 Penalty: 2770.871094
	Iteration 20F: 3 clusters Score -482444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -482448.281250 Penalty: 2770.871094
	Iteration 21Q: 3 clusters Score -482448.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -482448.968750 Penalty: 2770.871094
	Iteration 22Q: 3 clusters Score -482449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -482450.406250 Penalty: 2770.871094
	Iteration 23Q: 3 clusters Score -482450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -482451.562500 Penalty: 2770.871094
	Iteration 24Q: 3 clusters Score -482451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -482452.593750 Penalty: 2770.871094
	Iteration 25Q: 3 clusters Score -482452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -482453.812500 Penalty: 2770.871094
	Iteration 26Q: 3 clusters Score -482453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -482453.812500 Penalty: 2770.871094
	Iteration 27F: 3 clusters Score -482453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (285121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285121 members 
Entering Unmasked Estep 
Score: -28979848.000000 Penalty: 2041.108643
	Iteration 0F: 2 clusters Score -2.897985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141901 members 
Mstep: Class 2 contains 143220 members 
Entering Unmasked Estep 
Score: -28792580.000000 Penalty: 4082.217285
	Iteration 0F: 3 clusters Score -2.879258e+07 nChanged 138596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125051 members 
Mstep: Class 2 contains 160070 members 
Entering Unmasked Estep 
Score: -28877004.000000 Penalty: 4082.217285
	Iteration 1F: 3 clusters Score -2.8877e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114298 members 
Mstep: Class 2 contains 170823 members 
Entering Unmasked Estep 
Score: -28881626.000000 Penalty: 4082.217285
	Iteration 2Q: 3 clusters Score -2.888163e+07 nChanged 16719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 186516 members 
Entering Unmasked Estep 
Score: -28890766.000000 Penalty: 4082.217285
	Iteration 3F: 3 clusters Score -2.889077e+07 nChanged 21160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 207198 members 
Entering Unmasked Estep 
Score: -28905472.000000 Penalty: 4082.217285
	Iteration 4F: 3 clusters Score -2.890547e+07 nChanged 23860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 230834 members 
Entering Unmasked Estep 
Score: -28925012.000000 Penalty: 4082.217285
	Iteration 5F: 3 clusters Score -2.892501e+07 nChanged 22050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 252836 members 
Entering Unmasked Estep 
Score: -28945786.000000 Penalty: 4082.217285
	Iteration 6F: 3 clusters Score -2.894579e+07 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 268825 members 
Entering Unmasked Estep 
Score: -28961466.000000 Penalty: 4082.217285
	Iteration 7F: 3 clusters Score -2.896147e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 277989 members 
Entering Unmasked Estep 
Score: -28970668.000000 Penalty: 4082.217285
	Iteration 8Q: 3 clusters Score -2.897067e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 282129 members 
Entering Unmasked Estep 
Score: -28974918.000000 Penalty: 4082.217285
	Iteration 9Q: 3 clusters Score -2.897492e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 283812 members 
Entering Unmasked Estep 
Score: -28976738.000000 Penalty: 4082.217285
	Iteration 10Q: 3 clusters Score -2.897674e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 284418 members 
Entering Unmasked Estep 
Score: -28977450.000000 Penalty: 4082.217285
	Iteration 11Q: 3 clusters Score -2.897745e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 284631 members 
Entering Unmasked Estep 
Score: -28977688.000000 Penalty: 4082.217285
	Iteration 12Q: 3 clusters Score -2.897769e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 284709 members 
Entering Unmasked Estep 
Score: -28977804.000000 Penalty: 4082.217285
	Iteration 13Q: 3 clusters Score -2.89778e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 284755 members 
Entering Unmasked Estep 
Score: -28977862.000000 Penalty: 4082.217285
	Iteration 14Q: 3 clusters Score -2.897786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 284778 members 
Entering Unmasked Estep 
Score: -28977914.000000 Penalty: 4082.217285
	Iteration 15Q: 3 clusters Score -2.897791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 284794 members 
Entering Unmasked Estep 
Score: -28977962.000000 Penalty: 4082.217285
	Iteration 16Q: 3 clusters Score -2.897796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 284809 members 
Entering Unmasked Estep 
Score: -28977984.000000 Penalty: 4082.217285
	Iteration 17Q: 3 clusters Score -2.897798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 284821 members 
Entering Unmasked Estep 
Score: -28978000.000000 Penalty: 4082.217285
	Iteration 18Q: 3 clusters Score -2.8978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284830 members 
Entering Unmasked Estep 
Score: -28977988.000000 Penalty: 4082.217285
	Iteration 19Q: 3 clusters Score -2.897799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284830 members 
Entering Unmasked Estep 
Score: -28977992.000000 Penalty: 4082.217285
	Iteration 20F: 3 clusters Score -2.897799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 284837 members 
Entering Unmasked Estep 
Score: -28978018.000000 Penalty: 4082.217285
	Iteration 21Q: 3 clusters Score -2.897802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284839 members 
Entering Unmasked Estep 
Score: -28978006.000000 Penalty: 4082.217285
	Iteration 22Q: 3 clusters Score -2.897801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284841 members 
Entering Unmasked Estep 
Score: -28978016.000000 Penalty: 4082.217285
	Iteration 23Q: 3 clusters Score -2.897802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 284843 members 
Entering Unmasked Estep 
Score: -28978024.000000 Penalty: 4082.217285
	Iteration 24Q: 3 clusters Score -2.897802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 284845 members 
Entering Unmasked Estep 
Score: -28978020.000000 Penalty: 4082.217285
	Iteration 25Q: 3 clusters Score -2.897802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284846 members 
Entering Unmasked Estep 
Score: -28978016.000000 Penalty: 4082.217285
	Iteration 26Q: 3 clusters Score -2.897802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 284847 members 
Entering Unmasked Estep 
Score: -28978016.000000 Penalty: 4082.217285
	Iteration 27Q: 3 clusters Score -2.897802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 284847 members 
Entering Unmasked Estep 
Score: -28978016.000000 Penalty: 4082.217285
	Iteration 28F: 3 clusters Score -2.897802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Entering Unmasked Estep 
Score: -6677126.500000 Penalty: 1799.930664
	Iteration 0F: 2 clusters Score -6677126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -6634022.000000 Penalty: 3599.861328
	Iteration 0F: 3 clusters Score -6634022 nChanged 30535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -6652054.000000 Penalty: 3599.861328
	Iteration 1F: 3 clusters Score -6652054 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -6653471.500000 Penalty: 3599.861328
	Iteration 2Q: 3 clusters Score -6653472 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -6655480.000000 Penalty: 3599.861328
	Iteration 3F: 3 clusters Score -6655480 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -6658645.000000 Penalty: 3599.861328
	Iteration 4F: 3 clusters Score -6658645 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -6662937.500000 Penalty: 3599.861328
	Iteration 5F: 3 clusters Score -6662938 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -6667597.000000 Penalty: 3599.861328
	Iteration 6F: 3 clusters Score -6667597 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -6671206.000000 Penalty: 3599.861328
	Iteration 7F: 3 clusters Score -6671206 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -6673456.500000 Penalty: 3599.861328
	Iteration 8Q: 3 clusters Score -6673456 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -6674494.000000 Penalty: 3599.861328
	Iteration 9Q: 3 clusters Score -6674494 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -6674976.500000 Penalty: 3599.861328
	Iteration 10Q: 3 clusters Score -6674976 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -6675229.000000 Penalty: 3599.861328
	Iteration 11Q: 3 clusters Score -6675229 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -6675369.500000 Penalty: 3599.861328
	Iteration 12Q: 3 clusters Score -6675370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -6675432.500000 Penalty: 3599.861328
	Iteration 13Q: 3 clusters Score -6675432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -6675465.500000 Penalty: 3599.861328
	Iteration 14Q: 3 clusters Score -6675466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -6675487.500000 Penalty: 3599.861328
	Iteration 15Q: 3 clusters Score -6675488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -6675502.500000 Penalty: 3599.861328
	Iteration 16Q: 3 clusters Score -6675502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -6675513.500000 Penalty: 3599.861328
	Iteration 17Q: 3 clusters Score -6675514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -6675518.000000 Penalty: 3599.861328
	Iteration 18Q: 3 clusters Score -6675518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -6675536.000000 Penalty: 3599.861328
	Iteration 19Q: 3 clusters Score -6675536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -6675557.000000 Penalty: 3599.861328
	Iteration 20F: 3 clusters Score -6675557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -6675570.000000 Penalty: 3599.861328
	Iteration 21Q: 3 clusters Score -6675570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -6675571.500000 Penalty: 3599.861328
	Iteration 22Q: 3 clusters Score -6675572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -6675573.000000 Penalty: 3599.861328
	Iteration 23Q: 3 clusters Score -6675573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -6675574.000000 Penalty: 3599.861328
	Iteration 24Q: 3 clusters Score -6675574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -6675574.000000 Penalty: 3599.861328
	Iteration 25F: 3 clusters Score -6675574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -200801.093750 Penalty: 1240.265137
	Iteration 0F: 2 clusters Score -200801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -198747.968750 Penalty: 2480.530273
	Iteration 0F: 3 clusters Score -198748 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -199204.906250 Penalty: 2480.530273
	Iteration 1F: 3 clusters Score -199204.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -199343.062500 Penalty: 2480.530273
	Iteration 2F: 3 clusters Score -199343.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -199440.390625 Penalty: 2480.530273
	Iteration 3Q: 3 clusters Score -199440.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -199507.093750 Penalty: 2480.530273
	Iteration 4Q: 3 clusters Score -199507.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -199568.953125 Penalty: 2480.530273
	Iteration 5Q: 3 clusters Score -199569 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -199671.140625 Penalty: 2480.530273
	Iteration 6Q: 3 clusters Score -199671.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -199775.750000 Penalty: 2480.530273
	Iteration 7Q: 3 clusters Score -199775.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -199876.156250 Penalty: 2480.530273
	Iteration 8F: 3 clusters Score -199876.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -199940.000000 Penalty: 2480.530273
	Iteration 9Q: 3 clusters Score -199940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -199978.953125 Penalty: 2480.530273
	Iteration 10Q: 3 clusters Score -199979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -199998.343750 Penalty: 2480.530273
	Iteration 11Q: 3 clusters Score -199998.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -200013.375000 Penalty: 2480.530273
	Iteration 12Q: 3 clusters Score -200013.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -200026.718750 Penalty: 2480.530273
	Iteration 13Q: 3 clusters Score -200026.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -200037.953125 Penalty: 2480.530273
	Iteration 14Q: 3 clusters Score -200038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -200043.625000 Penalty: 2480.530273
	Iteration 15Q: 3 clusters Score -200043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -200045.515625 Penalty: 2480.530273
	Iteration 16Q: 3 clusters Score -200045.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -200045.734375 Penalty: 2480.530273
	Iteration 17Q: 3 clusters Score -200045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -200045.734375 Penalty: 2480.530273
	Iteration 18F: 3 clusters Score -200045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -276639.781250 Penalty: 1276.903564
	Iteration 0F: 2 clusters Score -276639.8 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 1299 members 
Entering Unmasked Estep 
Score: -274161.187500 Penalty: 2553.807129
	Iteration 0F: 3 clusters Score -274161.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274700.687500 Penalty: 2553.807129
	Iteration 1F: 3 clusters Score -274700.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -274814.687500 Penalty: 2553.807129
	Iteration 2F: 3 clusters Score -274814.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -274869.843750 Penalty: 2553.807129
	Iteration 3Q: 3 clusters Score -274869.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -274907.906250 Penalty: 2553.807129
	Iteration 4Q: 3 clusters Score -274907.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -274935.656250 Penalty: 2553.807129
	Iteration 5Q: 3 clusters Score -274935.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -274954.843750 Penalty: 2553.807129
	Iteration 6Q: 3 clusters Score -274954.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -274969.593750 Penalty: 2553.807129
	Iteration 7Q: 3 clusters Score -274969.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -274982.500000 Penalty: 2553.807129
	Iteration 8Q: 3 clusters Score -274982.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -274993.156250 Penalty: 2553.807129
	Iteration 9Q: 3 clusters Score -274993.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -275000.968750 Penalty: 2553.807129
	Iteration 10Q: 3 clusters Score -275001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -275004.531250 Penalty: 2553.807129
	Iteration 11Q: 3 clusters Score -275004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -275006.718750 Penalty: 2553.807129
	Iteration 12Q: 3 clusters Score -275006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -275007.031250 Penalty: 2553.807129
	Iteration 13Q: 3 clusters Score -275007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -275010.531250 Penalty: 2553.807129
	Iteration 14Q: 3 clusters Score -275010.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -275013.718750 Penalty: 2553.807129
	Iteration 15Q: 3 clusters Score -275013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -275016.906250 Penalty: 2553.807129
	Iteration 16Q: 3 clusters Score -275016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -275019.812500 Penalty: 2553.807129
	Iteration 17Q: 3 clusters Score -275019.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -275020.531250 Penalty: 2553.807129
	Iteration 18Q: 3 clusters Score -275020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -275021.125000 Penalty: 2553.807129
	Iteration 19Q: 3 clusters Score -275021.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -275021.500000 Penalty: 2553.807129
	Iteration 20F: 3 clusters Score -275021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -275022.156250 Penalty: 2553.807129
	Iteration 21Q: 3 clusters Score -275022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -275023.093750 Penalty: 2553.807129
	Iteration 22Q: 3 clusters Score -275023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -275023.312500 Penalty: 2553.807129
	Iteration 23Q: 3 clusters Score -275023.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -275023.312500 Penalty: 2553.807129
	Iteration 24F: 3 clusters Score -275023.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Entering Unmasked Estep 
Score: -2209950.250000 Penalty: 1620.159302
	Iteration 0F: 2 clusters Score -2209950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2195434.000000 Penalty: 3240.318604
	Iteration 0F: 3 clusters Score -2195434 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2200770.250000 Penalty: 3240.318604
	Iteration 1F: 3 clusters Score -2200770 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2201100.750000 Penalty: 3240.318604
	Iteration 2Q: 3 clusters Score -2201101 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2201411.500000 Penalty: 3240.318604
	Iteration 3Q: 3 clusters Score -2201412 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2201748.250000 Penalty: 3240.318604
	Iteration 4Q: 3 clusters Score -2201748 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2202143.750000 Penalty: 3240.318604
	Iteration 5Q: 3 clusters Score -2202144 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2202606.500000 Penalty: 3240.318604
	Iteration 6Q: 3 clusters Score -2202606 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2203198.000000 Penalty: 3240.318604
	Iteration 7Q: 3 clusters Score -2203198 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2203918.000000 Penalty: 3240.318604
	Iteration 8F: 3 clusters Score -2203918 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2204726.750000 Penalty: 3240.318604
	Iteration 9F: 3 clusters Score -2204727 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2205530.500000 Penalty: 3240.318604
	Iteration 10F: 3 clusters Score -2205530 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2206039.250000 Penalty: 3240.318604
	Iteration 11Q: 3 clusters Score -2206039 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2206263.000000 Penalty: 3240.318604
	Iteration 12Q: 3 clusters Score -2206263 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2206371.000000 Penalty: 3240.318604
	Iteration 13Q: 3 clusters Score -2206371 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2206453.500000 Penalty: 3240.318604
	Iteration 14Q: 3 clusters Score -2206454 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2206522.000000 Penalty: 3240.318604
	Iteration 15Q: 3 clusters Score -2206522 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2206582.500000 Penalty: 3240.318604
	Iteration 16Q: 3 clusters Score -2206582 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2206649.000000 Penalty: 3240.318604
	Iteration 17Q: 3 clusters Score -2206649 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2206726.000000 Penalty: 3240.318604
	Iteration 18Q: 3 clusters Score -2206726 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2206807.500000 Penalty: 3240.318604
	Iteration 19Q: 3 clusters Score -2206808 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2206885.250000 Penalty: 3240.318604
	Iteration 20F: 3 clusters Score -2206885 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2206958.500000 Penalty: 3240.318604
	Iteration 21Q: 3 clusters Score -2206958 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2207014.500000 Penalty: 3240.318604
	Iteration 22Q: 3 clusters Score -2207014 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2207065.750000 Penalty: 3240.318604
	Iteration 23Q: 3 clusters Score -2207066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2207124.250000 Penalty: 3240.318604
	Iteration 24Q: 3 clusters Score -2207124 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2207201.500000 Penalty: 3240.318604
	Iteration 25Q: 3 clusters Score -2207202 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2207274.000000 Penalty: 3240.318604
	Iteration 26Q: 3 clusters Score -2207274 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2207345.750000 Penalty: 3240.318604
	Iteration 27Q: 3 clusters Score -2207346 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2207414.000000 Penalty: 3240.318604
	Iteration 28Q: 3 clusters Score -2207414 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2207467.250000 Penalty: 3240.318604
	Iteration 29Q: 3 clusters Score -2207467 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2207515.250000 Penalty: 3240.318604
	Iteration 30Q: 3 clusters Score -2207515 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2207577.750000 Penalty: 3240.318604
	Iteration 31Q: 3 clusters Score -2207578 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2207617.500000 Penalty: 3240.318604
	Iteration 32Q: 3 clusters Score -2207618 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2207652.000000 Penalty: 3240.318604
	Iteration 33Q: 3 clusters Score -2207652 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2207680.500000 Penalty: 3240.318604
	Iteration 34Q: 3 clusters Score -2207680 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2207713.500000 Penalty: 3240.318604
	Iteration 35Q: 3 clusters Score -2207714 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2207738.250000 Penalty: 3240.318604
	Iteration 36Q: 3 clusters Score -2207738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2207772.250000 Penalty: 3240.318604
	Iteration 37Q: 3 clusters Score -2207772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2207803.250000 Penalty: 3240.318604
	Iteration 38Q: 3 clusters Score -2207803 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2207837.000000 Penalty: 3240.318604
	Iteration 39Q: 3 clusters Score -2207837 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2207868.000000 Penalty: 3240.318604
	Iteration 40F: 3 clusters Score -2207868 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2207891.500000 Penalty: 3240.318604
	Iteration 41Q: 3 clusters Score -2207892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2207913.250000 Penalty: 3240.318604
	Iteration 42Q: 3 clusters Score -2207913 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2207947.750000 Penalty: 3240.318604
	Iteration 43Q: 3 clusters Score -2207948 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2207972.750000 Penalty: 3240.318604
	Iteration 44Q: 3 clusters Score -2207973 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2208007.500000 Penalty: 3240.318604
	Iteration 45Q: 3 clusters Score -2208008 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2208046.000000 Penalty: 3240.318604
	Iteration 46Q: 3 clusters Score -2208046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2208077.250000 Penalty: 3240.318604
	Iteration 47Q: 3 clusters Score -2208077 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2208115.750000 Penalty: 3240.318604
	Iteration 48Q: 3 clusters Score -2208116 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2208147.250000 Penalty: 3240.318604
	Iteration 49Q: 3 clusters Score -2208147 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2208166.500000 Penalty: 3240.318604
	Iteration 50Q: 3 clusters Score -2208166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2208194.500000 Penalty: 3240.318604
	Iteration 51Q: 3 clusters Score -2208194 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2208226.000000 Penalty: 3240.318604
	Iteration 52Q: 3 clusters Score -2208226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2208247.750000 Penalty: 3240.318604
	Iteration 53Q: 3 clusters Score -2208248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2208275.250000 Penalty: 3240.318604
	Iteration 54Q: 3 clusters Score -2208275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2208287.750000 Penalty: 3240.318604
	Iteration 55Q: 3 clusters Score -2208288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2208305.750000 Penalty: 3240.318604
	Iteration 56Q: 3 clusters Score -2208306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2208324.250000 Penalty: 3240.318604
	Iteration 57Q: 3 clusters Score -2208324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2208336.500000 Penalty: 3240.318604
	Iteration 58Q: 3 clusters Score -2208336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2208348.500000 Penalty: 3240.318604
	Iteration 59Q: 3 clusters Score -2208348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2208360.000000 Penalty: 3240.318604
	Iteration 60F: 3 clusters Score -2208360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2208373.500000 Penalty: 3240.318604
	Iteration 61Q: 3 clusters Score -2208374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2208383.000000 Penalty: 3240.318604
	Iteration 62Q: 3 clusters Score -2208383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2208393.250000 Penalty: 3240.318604
	Iteration 63Q: 3 clusters Score -2208393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2208408.500000 Penalty: 3240.318604
	Iteration 64Q: 3 clusters Score -2208408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2208420.500000 Penalty: 3240.318604
	Iteration 65Q: 3 clusters Score -2208420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2208431.500000 Penalty: 3240.318604
	Iteration 66Q: 3 clusters Score -2208432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2208440.000000 Penalty: 3240.318604
	Iteration 67Q: 3 clusters Score -2208440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2208441.500000 Penalty: 3240.318604
	Iteration 68Q: 3 clusters Score -2208442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2208439.750000 Penalty: 3240.318604
	Iteration 69Q: 3 clusters Score -2208440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2208444.000000 Penalty: 3240.318604
	Iteration 70Q: 3 clusters Score -2208444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2208446.250000 Penalty: 3240.318604
	Iteration 71Q: 3 clusters Score -2208446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2208448.250000 Penalty: 3240.318604
	Iteration 72Q: 3 clusters Score -2208448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2208455.750000 Penalty: 3240.318604
	Iteration 73Q: 3 clusters Score -2208456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2208461.000000 Penalty: 3240.318604
	Iteration 74Q: 3 clusters Score -2208461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2208466.000000 Penalty: 3240.318604
	Iteration 75Q: 3 clusters Score -2208466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2208473.500000 Penalty: 3240.318604
	Iteration 76Q: 3 clusters Score -2208474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2208471.500000 Penalty: 3240.318604
	Iteration 77Q: 3 clusters Score -2208472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2208466.250000 Penalty: 3240.318604
	Iteration 78Q: 3 clusters Score -2208466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2208476.750000 Penalty: 3240.318604
	Iteration 79Q: 3 clusters Score -2208477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2208482.750000 Penalty: 3240.318604
	Iteration 80F: 3 clusters Score -2208483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2208491.000000 Penalty: 3240.318604
	Iteration 81Q: 3 clusters Score -2208491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2208500.000000 Penalty: 3240.318604
	Iteration 82Q: 3 clusters Score -2208500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2208506.250000 Penalty: 3240.318604
	Iteration 83Q: 3 clusters Score -2208506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2208520.500000 Penalty: 3240.318604
	Iteration 84Q: 3 clusters Score -2208520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2208526.250000 Penalty: 3240.318604
	Iteration 85Q: 3 clusters Score -2208526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2208527.500000 Penalty: 3240.318604
	Iteration 86Q: 3 clusters Score -2208528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2208528.000000 Penalty: 3240.318604
	Iteration 87Q: 3 clusters Score -2208528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2208530.500000 Penalty: 3240.318604
	Iteration 88Q: 3 clusters Score -2208530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2208532.250000 Penalty: 3240.318604
	Iteration 89Q: 3 clusters Score -2208532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2208533.250000 Penalty: 3240.318604
	Iteration 90Q: 3 clusters Score -2208533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2208534.000000 Penalty: 3240.318604
	Iteration 91Q: 3 clusters Score -2208534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2208535.500000 Penalty: 3240.318604
	Iteration 92Q: 3 clusters Score -2208536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2208537.500000 Penalty: 3240.318604
	Iteration 93Q: 3 clusters Score -2208538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2208544.750000 Penalty: 3240.318604
	Iteration 94Q: 3 clusters Score -2208545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2208547.500000 Penalty: 3240.318604
	Iteration 95Q: 3 clusters Score -2208548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2208550.000000 Penalty: 3240.318604
	Iteration 96Q: 3 clusters Score -2208550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2208550.000000 Penalty: 3240.318604
	Iteration 97Q: 3 clusters Score -2208550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2208557.750000 Penalty: 3240.318604
	Iteration 98Q: 3 clusters Score -2208558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2208563.500000 Penalty: 3240.318604
	Iteration 99Q: 3 clusters Score -2208564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2208568.000000 Penalty: 3240.318604
	Iteration 100F: 3 clusters Score -2208568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2208570.750000 Penalty: 3240.318604
	Iteration 101Q: 3 clusters Score -2208571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2208578.750000 Penalty: 3240.318604
	Iteration 102Q: 3 clusters Score -2208579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2208584.250000 Penalty: 3240.318604
	Iteration 103Q: 3 clusters Score -2208584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2208587.250000 Penalty: 3240.318604
	Iteration 104Q: 3 clusters Score -2208587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2208592.750000 Penalty: 3240.318604
	Iteration 105Q: 3 clusters Score -2208593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2208594.250000 Penalty: 3240.318604
	Iteration 106Q: 3 clusters Score -2208594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2208595.750000 Penalty: 3240.318604
	Iteration 107Q: 3 clusters Score -2208596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2208596.500000 Penalty: 3240.318604
	Iteration 108Q: 3 clusters Score -2208596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2208604.000000 Penalty: 3240.318604
	Iteration 109Q: 3 clusters Score -2208604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2208607.750000 Penalty: 3240.318604
	Iteration 110Q: 3 clusters Score -2208608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2208610.750000 Penalty: 3240.318604
	Iteration 111Q: 3 clusters Score -2208611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2208616.000000 Penalty: 3240.318604
	Iteration 112Q: 3 clusters Score -2208616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2208618.250000 Penalty: 3240.318604
	Iteration 113Q: 3 clusters Score -2208618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2208617.000000 Penalty: 3240.318604
	Iteration 114Q: 3 clusters Score -2208617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2208623.000000 Penalty: 3240.318604
	Iteration 115Q: 3 clusters Score -2208623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2208623.750000 Penalty: 3240.318604
	Iteration 116Q: 3 clusters Score -2208624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2208621.750000 Penalty: 3240.318604
	Iteration 117Q: 3 clusters Score -2208622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2208621.750000 Penalty: 3240.318604
	Iteration 118F: 3 clusters Score -2208622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -265618.187500 Penalty: 1280.015381
	Iteration 0F: 2 clusters Score -265618.2 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 1319 members 
Entering Unmasked Estep 
Score: -263115.625000 Penalty: 2560.030762
	Iteration 0F: 3 clusters Score -263115.6 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -263719.312500 Penalty: 2560.030762
	Iteration 1F: 3 clusters Score -263719.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -263865.343750 Penalty: 2560.030762
	Iteration 2F: 3 clusters Score -263865.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -263962.812500 Penalty: 2560.030762
	Iteration 3F: 3 clusters Score -263962.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -264033.250000 Penalty: 2560.030762
	Iteration 4Q: 3 clusters Score -264033.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -264104.656250 Penalty: 2560.030762
	Iteration 5Q: 3 clusters Score -264104.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -264173.906250 Penalty: 2560.030762
	Iteration 6Q: 3 clusters Score -264173.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -264235.156250 Penalty: 2560.030762
	Iteration 7Q: 3 clusters Score -264235.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -264306.968750 Penalty: 2560.030762
	Iteration 8Q: 3 clusters Score -264307 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -264455.750000 Penalty: 2560.030762
	Iteration 9Q: 3 clusters Score -264455.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -264728.937500 Penalty: 2560.030762
	Iteration 10F: 3 clusters Score -264728.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -265133.781250 Penalty: 2560.030762
	Iteration 11F: 3 clusters Score -265133.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -265454.250000 Penalty: 2560.030762
	Iteration 12F: 3 clusters Score -265454.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -265656.625000 Penalty: 2560.030762
	Iteration 13F: 3 clusters Score -265656.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -265796.093750 Penalty: 2560.030762
	Iteration 14Q: 3 clusters Score -265796.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -265891.781250 Penalty: 2560.030762
	Iteration 15Q: 3 clusters Score -265891.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -265946.250000 Penalty: 2560.030762
	Iteration 16Q: 3 clusters Score -265946.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -265958.000000 Penalty: 2560.030762
	Iteration 17Q: 3 clusters Score -265958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -265958.843750 Penalty: 2560.030762
	Iteration 18Q: 3 clusters Score -265958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -265958.843750 Penalty: 2560.030762
	Iteration 19F: 3 clusters Score -265958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42066 members 
Mstep: Class 3 contains 288169 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 285121 members 
Mstep: Class 6 contains 64634 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 2065 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 571 members 
Mstep: Class 14 contains 29460 members 
Mstep: Class 15 contains 94155 members 
Mstep: Class 16 contains 39537 members 
Mstep: Class 18 contains 55914 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 22 contains 2145 members 
Entering Unmasked Estep 
Score: -94144408.000000 Penalty: 40232.003906
Splitting cluster 10 changes total score from -94144632.000000 to -94144408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -266681.750000 Penalty: 1275.705078
	Iteration 0F: 2 clusters Score -266681.8 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 1249 members 
Entering Unmasked Estep 
Score: -264191.718750 Penalty: 2551.410156
	Iteration 0F: 3 clusters Score -264191.7 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -264776.500000 Penalty: 2551.410156
	Iteration 1F: 3 clusters Score -264776.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -264895.750000 Penalty: 2551.410156
	Iteration 2F: 3 clusters Score -264895.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -264957.156250 Penalty: 2551.410156
	Iteration 3Q: 3 clusters Score -264957.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -264999.906250 Penalty: 2551.410156
	Iteration 4Q: 3 clusters Score -264999.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -265034.343750 Penalty: 2551.410156
	Iteration 5Q: 3 clusters Score -265034.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -265058.000000 Penalty: 2551.410156
	Iteration 6Q: 3 clusters Score -265058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -265085.156250 Penalty: 2551.410156
	Iteration 7Q: 3 clusters Score -265085.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -265104.781250 Penalty: 2551.410156
	Iteration 8Q: 3 clusters Score -265104.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265117.187500 Penalty: 2551.410156
	Iteration 9Q: 3 clusters Score -265117.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -265134.187500 Penalty: 2551.410156
	Iteration 10Q: 3 clusters Score -265134.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -265152.718750 Penalty: 2551.410156
	Iteration 11Q: 3 clusters Score -265152.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -265166.843750 Penalty: 2551.410156
	Iteration 12Q: 3 clusters Score -265166.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -265175.562500 Penalty: 2551.410156
	Iteration 13Q: 3 clusters Score -265175.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -265185.125000 Penalty: 2551.410156
	Iteration 14Q: 3 clusters Score -265185.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -265196.062500 Penalty: 2551.410156
	Iteration 15Q: 3 clusters Score -265196.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -265210.375000 Penalty: 2551.410156
	Iteration 16Q: 3 clusters Score -265210.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -265225.000000 Penalty: 2551.410156
	Iteration 17Q: 3 clusters Score -265225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -265236.750000 Penalty: 2551.410156
	Iteration 18Q: 3 clusters Score -265236.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -265246.875000 Penalty: 2551.410156
	Iteration 19Q: 3 clusters Score -265246.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -265256.343750 Penalty: 2551.410156
	Iteration 20F: 3 clusters Score -265256.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -265263.656250 Penalty: 2551.410156
	Iteration 21Q: 3 clusters Score -265263.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -265272.906250 Penalty: 2551.410156
	Iteration 22Q: 3 clusters Score -265272.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -265287.031250 Penalty: 2551.410156
	Iteration 23Q: 3 clusters Score -265287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -265303.218750 Penalty: 2551.410156
	Iteration 24Q: 3 clusters Score -265303.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -265324.656250 Penalty: 2551.410156
	Iteration 25Q: 3 clusters Score -265324.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -265344.718750 Penalty: 2551.410156
	Iteration 26Q: 3 clusters Score -265344.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -265358.125000 Penalty: 2551.410156
	Iteration 27Q: 3 clusters Score -265358.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -265367.687500 Penalty: 2551.410156
	Iteration 28Q: 3 clusters Score -265367.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -265374.906250 Penalty: 2551.410156
	Iteration 29Q: 3 clusters Score -265374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -265385.281250 Penalty: 2551.410156
	Iteration 30Q: 3 clusters Score -265385.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -265393.218750 Penalty: 2551.410156
	Iteration 31Q: 3 clusters Score -265393.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -265403.000000 Penalty: 2551.410156
	Iteration 32Q: 3 clusters Score -265403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -265409.625000 Penalty: 2551.410156
	Iteration 33Q: 3 clusters Score -265409.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -265419.062500 Penalty: 2551.410156
	Iteration 34Q: 3 clusters Score -265419.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -265430.625000 Penalty: 2551.410156
	Iteration 35Q: 3 clusters Score -265430.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -265444.000000 Penalty: 2551.410156
	Iteration 36Q: 3 clusters Score -265444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -265461.093750 Penalty: 2551.410156
	Iteration 37Q: 3 clusters Score -265461.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -265473.531250 Penalty: 2551.410156
	Iteration 38Q: 3 clusters Score -265473.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -265484.406250 Penalty: 2551.410156
	Iteration 39Q: 3 clusters Score -265484.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -265493.593750 Penalty: 2551.410156
	Iteration 40F: 3 clusters Score -265493.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -265501.000000 Penalty: 2551.410156
	Iteration 41Q: 3 clusters Score -265501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -265514.343750 Penalty: 2551.410156
	Iteration 42Q: 3 clusters Score -265514.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -265522.218750 Penalty: 2551.410156
	Iteration 43Q: 3 clusters Score -265522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -265528.437500 Penalty: 2551.410156
	Iteration 44Q: 3 clusters Score -265528.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -265535.750000 Penalty: 2551.410156
	Iteration 45Q: 3 clusters Score -265535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -265539.187500 Penalty: 2551.410156
	Iteration 46Q: 3 clusters Score -265539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -265542.031250 Penalty: 2551.410156
	Iteration 47Q: 3 clusters Score -265542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -265542.781250 Penalty: 2551.410156
	Iteration 48Q: 3 clusters Score -265542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -265543.093750 Penalty: 2551.410156
	Iteration 49Q: 3 clusters Score -265543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -265544.218750 Penalty: 2551.410156
	Iteration 50Q: 3 clusters Score -265544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -265544.906250 Penalty: 2551.410156
	Iteration 51Q: 3 clusters Score -265544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -265544.906250 Penalty: 2551.410156
	Iteration 52F: 3 clusters Score -265544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Entering Unmasked Estep 
Score: -3046650.750000 Penalty: 1672.253174
	Iteration 0F: 2 clusters Score -3046651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3026789.500000 Penalty: 3344.506348
	Iteration 0F: 3 clusters Score -3026790 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3034630.000000 Penalty: 3344.506348
	Iteration 1F: 3 clusters Score -3034630 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3035793.250000 Penalty: 3344.506348
	Iteration 2F: 3 clusters Score -3035793 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3037573.500000 Penalty: 3344.506348
	Iteration 3F: 3 clusters Score -3037574 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3039799.500000 Penalty: 3344.506348
	Iteration 4F: 3 clusters Score -3039800 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3041940.250000 Penalty: 3344.506348
	Iteration 5F: 3 clusters Score -3041940 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3043385.750000 Penalty: 3344.506348
	Iteration 6F: 3 clusters Score -3043386 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3044219.250000 Penalty: 3344.506348
	Iteration 7Q: 3 clusters Score -3044219 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3044670.750000 Penalty: 3344.506348
	Iteration 8Q: 3 clusters Score -3044671 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3044926.250000 Penalty: 3344.506348
	Iteration 9Q: 3 clusters Score -3044926 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3045089.000000 Penalty: 3344.506348
	Iteration 10Q: 3 clusters Score -3045089 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3045181.250000 Penalty: 3344.506348
	Iteration 11Q: 3 clusters Score -3045181 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3045255.250000 Penalty: 3344.506348
	Iteration 12Q: 3 clusters Score -3045255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3045296.000000 Penalty: 3344.506348
	Iteration 13Q: 3 clusters Score -3045296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -3045333.500000 Penalty: 3344.506348
	Iteration 14Q: 3 clusters Score -3045334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -3045360.500000 Penalty: 3344.506348
	Iteration 15Q: 3 clusters Score -3045360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3045375.500000 Penalty: 3344.506348
	Iteration 16Q: 3 clusters Score -3045376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3045387.000000 Penalty: 3344.506348
	Iteration 17Q: 3 clusters Score -3045387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -3045400.500000 Penalty: 3344.506348
	Iteration 18Q: 3 clusters Score -3045400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -3045401.000000 Penalty: 3344.506348
	Iteration 19Q: 3 clusters Score -3045401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3045412.250000 Penalty: 3344.506348
	Iteration 20F: 3 clusters Score -3045412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -3045420.250000 Penalty: 3344.506348
	Iteration 21Q: 3 clusters Score -3045420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -3045422.000000 Penalty: 3344.506348
	Iteration 22Q: 3 clusters Score -3045422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3045427.750000 Penalty: 3344.506348
	Iteration 23Q: 3 clusters Score -3045428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3045431.750000 Penalty: 3344.506348
	Iteration 24Q: 3 clusters Score -3045432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3045431.000000 Penalty: 3344.506348
	Iteration 25Q: 3 clusters Score -3045431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3045431.000000 Penalty: 3344.506348
	Iteration 26F: 3 clusters Score -3045431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Entering Unmasked Estep 
Score: -9747195.000000 Penalty: 1861.063354
	Iteration 0F: 2 clusters Score -9747195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -9684493.000000 Penalty: 3722.126709
	Iteration 0F: 3 clusters Score -9684493 nChanged 44822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -9709877.000000 Penalty: 3722.126709
	Iteration 1F: 3 clusters Score -9709877 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -9710462.000000 Penalty: 3722.126709
	Iteration 2Q: 3 clusters Score -9710462 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -9711061.000000 Penalty: 3722.126709
	Iteration 3Q: 3 clusters Score -9711061 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -9711689.000000 Penalty: 3722.126709
	Iteration 4Q: 3 clusters Score -9711689 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -9712556.000000 Penalty: 3722.126709
	Iteration 5Q: 3 clusters Score -9712556 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -9713814.000000 Penalty: 3722.126709
	Iteration 6Q: 3 clusters Score -9713814 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -9715943.000000 Penalty: 3722.126709
	Iteration 7Q: 3 clusters Score -9715943 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -9719273.000000 Penalty: 3722.126709
	Iteration 8F: 3 clusters Score -9719273 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -9724564.000000 Penalty: 3722.126709
	Iteration 9F: 3 clusters Score -9724564 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -9730682.000000 Penalty: 3722.126709
	Iteration 10F: 3 clusters Score -9730682 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -9736271.000000 Penalty: 3722.126709
	Iteration 11F: 3 clusters Score -9736271 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -9740395.000000 Penalty: 3722.126709
	Iteration 12Q: 3 clusters Score -9740395 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -9742736.000000 Penalty: 3722.126709
	Iteration 13Q: 3 clusters Score -9742736 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9744074.000000 Penalty: 3722.126709
	Iteration 14Q: 3 clusters Score -9744074 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92444 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -9744730.000000 Penalty: 3722.126709
	Iteration 15Q: 3 clusters Score -9744730 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9745087.000000 Penalty: 3722.126709
	Iteration 16Q: 3 clusters Score -9745087 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9745274.000000 Penalty: 3722.126709
	Iteration 17Q: 3 clusters Score -9745274 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9745387.000000 Penalty: 3722.126709
	Iteration 18Q: 3 clusters Score -9745387 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93474 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9745427.000000 Penalty: 3722.126709
	Iteration 19Q: 3 clusters Score -9745427 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9745480.000000 Penalty: 3722.126709
	Iteration 20F: 3 clusters Score -9745480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9745538.000000 Penalty: 3722.126709
	Iteration 21Q: 3 clusters Score -9745538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9745563.000000 Penalty: 3722.126709
	Iteration 22Q: 3 clusters Score -9745563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9745566.000000 Penalty: 3722.126709
	Iteration 23Q: 3 clusters Score -9745566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9745596.000000 Penalty: 3722.126709
	Iteration 24Q: 3 clusters Score -9745596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9745609.000000 Penalty: 3722.126709
	Iteration 25Q: 3 clusters Score -9745609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93703 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9745614.000000 Penalty: 3722.126709
	Iteration 26Q: 3 clusters Score -9745614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9745624.000000 Penalty: 3722.126709
	Iteration 27Q: 3 clusters Score -9745624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9745633.000000 Penalty: 3722.126709
	Iteration 28Q: 3 clusters Score -9745633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93724 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9745636.000000 Penalty: 3722.126709
	Iteration 29Q: 3 clusters Score -9745636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9745637.000000 Penalty: 3722.126709
	Iteration 30Q: 3 clusters Score -9745637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9745644.000000 Penalty: 3722.126709
	Iteration 31Q: 3 clusters Score -9745644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9745650.000000 Penalty: 3722.126709
	Iteration 32Q: 3 clusters Score -9745650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9745656.000000 Penalty: 3722.126709
	Iteration 33Q: 3 clusters Score -9745656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9745665.000000 Penalty: 3722.126709
	Iteration 34Q: 3 clusters Score -9745665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9745670.000000 Penalty: 3722.126709
	Iteration 35Q: 3 clusters Score -9745670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9745665.000000 Penalty: 3722.126709
	Iteration 36Q: 3 clusters Score -9745665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9745671.000000 Penalty: 3722.126709
	Iteration 37Q: 3 clusters Score -9745671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9745671.000000 Penalty: 3722.126709
	Iteration 38Q: 3 clusters Score -9745671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9745671.000000 Penalty: 3722.126709
	Iteration 39Q: 3 clusters Score -9745671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9745673.000000 Penalty: 3722.126709
	Iteration 40F: 3 clusters Score -9745673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9745676.000000 Penalty: 3722.126709
	Iteration 41Q: 3 clusters Score -9745676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9745683.000000 Penalty: 3722.126709
	Iteration 42Q: 3 clusters Score -9745683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9745688.000000 Penalty: 3722.126709
	Iteration 43Q: 3 clusters Score -9745688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9745688.000000 Penalty: 3722.126709
	Iteration 44F: 3 clusters Score -9745688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Entering Unmasked Estep 
Score: -4079708.500000 Penalty: 1720.061279
	Iteration 0F: 2 clusters Score -4079708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -4053134.000000 Penalty: 3440.122559
	Iteration 0F: 3 clusters Score -4053134 nChanged 18460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4063465.750000 Penalty: 3440.122559
	Iteration 1F: 3 clusters Score -4063466 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4063888.250000 Penalty: 3440.122559
	Iteration 2Q: 3 clusters Score -4063888 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4064340.250000 Penalty: 3440.122559
	Iteration 3Q: 3 clusters Score -4064340 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4064898.500000 Penalty: 3440.122559
	Iteration 4Q: 3 clusters Score -4064898 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4065580.750000 Penalty: 3440.122559
	Iteration 5Q: 3 clusters Score -4065581 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -4066551.250000 Penalty: 3440.122559
	Iteration 6Q: 3 clusters Score -4066551 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -4067781.250000 Penalty: 3440.122559
	Iteration 7F: 3 clusters Score -4067781 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4069366.000000 Penalty: 3440.122559
	Iteration 8F: 3 clusters Score -4069366 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -4071063.250000 Penalty: 3440.122559
	Iteration 9F: 3 clusters Score -4071063 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4072691.750000 Penalty: 3440.122559
	Iteration 10F: 3 clusters Score -4072692 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4074202.000000 Penalty: 3440.122559
	Iteration 11Q: 3 clusters Score -4074202 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -4075423.750000 Penalty: 3440.122559
	Iteration 12Q: 3 clusters Score -4075424 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -4076280.250000 Penalty: 3440.122559
	Iteration 13Q: 3 clusters Score -4076280 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -4076887.250000 Penalty: 3440.122559
	Iteration 14Q: 3 clusters Score -4076887 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -4077293.500000 Penalty: 3440.122559
	Iteration 15Q: 3 clusters Score -4077294 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -4077572.500000 Penalty: 3440.122559
	Iteration 16Q: 3 clusters Score -4077572 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -4077791.500000 Penalty: 3440.122559
	Iteration 17Q: 3 clusters Score -4077792 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -4077929.250000 Penalty: 3440.122559
	Iteration 18Q: 3 clusters Score -4077929 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -4078012.000000 Penalty: 3440.122559
	Iteration 19Q: 3 clusters Score -4078012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -4078067.750000 Penalty: 3440.122559
	Iteration 20F: 3 clusters Score -4078068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4078111.500000 Penalty: 3440.122559
	Iteration 21Q: 3 clusters Score -4078112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -4078134.250000 Penalty: 3440.122559
	Iteration 22Q: 3 clusters Score -4078134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -4078139.500000 Penalty: 3440.122559
	Iteration 23Q: 3 clusters Score -4078140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -4078142.500000 Penalty: 3440.122559
	Iteration 24Q: 3 clusters Score -4078142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4078153.750000 Penalty: 3440.122559
	Iteration 25Q: 3 clusters Score -4078154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -4078157.750000 Penalty: 3440.122559
	Iteration 26Q: 3 clusters Score -4078158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -4078172.500000 Penalty: 3440.122559
	Iteration 27Q: 3 clusters Score -4078172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -4078179.250000 Penalty: 3440.122559
	Iteration 28Q: 3 clusters Score -4078179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -4078188.750000 Penalty: 3440.122559
	Iteration 29Q: 3 clusters Score -4078189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -4078197.750000 Penalty: 3440.122559
	Iteration 30Q: 3 clusters Score -4078198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -4078197.750000 Penalty: 3440.122559
	Iteration 31Q: 3 clusters Score -4078198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -4078199.250000 Penalty: 3440.122559
	Iteration 32Q: 3 clusters Score -4078199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -4078201.500000 Penalty: 3440.122559
	Iteration 33Q: 3 clusters Score -4078202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -4078207.000000 Penalty: 3440.122559
	Iteration 34Q: 3 clusters Score -4078207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -4078212.500000 Penalty: 3440.122559
	Iteration 35Q: 3 clusters Score -4078212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -4078214.500000 Penalty: 3440.122559
	Iteration 36Q: 3 clusters Score -4078214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -4078219.000000 Penalty: 3440.122559
	Iteration 37Q: 3 clusters Score -4078219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -4078218.000000 Penalty: 3440.122559
	Iteration 38Q: 3 clusters Score -4078218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -4078219.000000 Penalty: 3440.122559
	Iteration 39Q: 3 clusters Score -4078219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4078220.250000 Penalty: 3440.122559
	Iteration 40F: 3 clusters Score -4078220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Entering Unmasked Estep 
Score: -5536583.000000 Penalty: 1776.380127
	Iteration 0F: 2 clusters Score -5536583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -5499309.500000 Penalty: 3552.760254
	Iteration 0F: 3 clusters Score -5499310 nChanged 26264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -5514197.500000 Penalty: 3552.760254
	Iteration 1F: 3 clusters Score -5514198 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -5514824.500000 Penalty: 3552.760254
	Iteration 2Q: 3 clusters Score -5514824 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -5515463.000000 Penalty: 3552.760254
	Iteration 3Q: 3 clusters Score -5515463 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -5516227.000000 Penalty: 3552.760254
	Iteration 4Q: 3 clusters Score -5516227 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -5517361.000000 Penalty: 3552.760254
	Iteration 5Q: 3 clusters Score -5517361 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -5519015.500000 Penalty: 3552.760254
	Iteration 6F: 3 clusters Score -5519016 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5521356.000000 Penalty: 3552.760254
	Iteration 7F: 3 clusters Score -5521356 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5524261.500000 Penalty: 3552.760254
	Iteration 8F: 3 clusters Score -5524262 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5527160.000000 Penalty: 3552.760254
	Iteration 9F: 3 clusters Score -5527160 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -5529766.500000 Penalty: 3552.760254
	Iteration 10F: 3 clusters Score -5529766 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -5531937.000000 Penalty: 3552.760254
	Iteration 11Q: 3 clusters Score -5531937 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -5533664.000000 Penalty: 3552.760254
	Iteration 12Q: 3 clusters Score -5533664 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -5534780.500000 Penalty: 3552.760254
	Iteration 13Q: 3 clusters Score -5534780 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -5535351.000000 Penalty: 3552.760254
	Iteration 14Q: 3 clusters Score -5535351 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -5535597.000000 Penalty: 3552.760254
	Iteration 15Q: 3 clusters Score -5535597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -5535756.000000 Penalty: 3552.760254
	Iteration 16Q: 3 clusters Score -5535756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -5535875.500000 Penalty: 3552.760254
	Iteration 17Q: 3 clusters Score -5535876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -5535963.500000 Penalty: 3552.760254
	Iteration 18Q: 3 clusters Score -5535964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -5535991.000000 Penalty: 3552.760254
	Iteration 19Q: 3 clusters Score -5535991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -5535998.000000 Penalty: 3552.760254
	Iteration 20F: 3 clusters Score -5535998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -5536006.000000 Penalty: 3552.760254
	Iteration 21Q: 3 clusters Score -5536006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -5536013.000000 Penalty: 3552.760254
	Iteration 22Q: 3 clusters Score -5536013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -5536014.500000 Penalty: 3552.760254
	Iteration 23Q: 3 clusters Score -5536014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -5536014.500000 Penalty: 3552.760254
	Iteration 24F: 3 clusters Score -5536014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -288036.718750 Penalty: 1283.672729
	Iteration 0F: 2 clusters Score -288036.7 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 1371 members 
Entering Unmasked Estep 
Score: -285473.562500 Penalty: 2567.345459
	Iteration 0F: 3 clusters Score -285473.6 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -286075.781250 Penalty: 2567.345459
	Iteration 1F: 3 clusters Score -286075.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -286199.812500 Penalty: 2567.345459
	Iteration 2F: 3 clusters Score -286199.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -286271.781250 Penalty: 2567.345459
	Iteration 3Q: 3 clusters Score -286271.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -286310.718750 Penalty: 2567.345459
	Iteration 4Q: 3 clusters Score -286310.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -286336.500000 Penalty: 2567.345459
	Iteration 5Q: 3 clusters Score -286336.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -286367.562500 Penalty: 2567.345459
	Iteration 6Q: 3 clusters Score -286367.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -286389.031250 Penalty: 2567.345459
	Iteration 7Q: 3 clusters Score -286389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -286403.031250 Penalty: 2567.345459
	Iteration 8Q: 3 clusters Score -286403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -286412.562500 Penalty: 2567.345459
	Iteration 9Q: 3 clusters Score -286412.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -286421.906250 Penalty: 2567.345459
	Iteration 10Q: 3 clusters Score -286421.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -286429.843750 Penalty: 2567.345459
	Iteration 11Q: 3 clusters Score -286429.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -286437.375000 Penalty: 2567.345459
	Iteration 12Q: 3 clusters Score -286437.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -286443.656250 Penalty: 2567.345459
	Iteration 13Q: 3 clusters Score -286443.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -286448.531250 Penalty: 2567.345459
	Iteration 14Q: 3 clusters Score -286448.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -286450.906250 Penalty: 2567.345459
	Iteration 15Q: 3 clusters Score -286450.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -286454.218750 Penalty: 2567.345459
	Iteration 16Q: 3 clusters Score -286454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -286456.562500 Penalty: 2567.345459
	Iteration 17Q: 3 clusters Score -286456.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -286460.250000 Penalty: 2567.345459
	Iteration 18Q: 3 clusters Score -286460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -286464.843750 Penalty: 2567.345459
	Iteration 19Q: 3 clusters Score -286464.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -286468.093750 Penalty: 2567.345459
	Iteration 20F: 3 clusters Score -286468.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -286472.781250 Penalty: 2567.345459
	Iteration 21Q: 3 clusters Score -286472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -286477.812500 Penalty: 2567.345459
	Iteration 22Q: 3 clusters Score -286477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -286482.218750 Penalty: 2567.345459
	Iteration 23Q: 3 clusters Score -286482.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -286486.312500 Penalty: 2567.345459
	Iteration 24Q: 3 clusters Score -286486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -286490.531250 Penalty: 2567.345459
	Iteration 25Q: 3 clusters Score -286490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -286493.031250 Penalty: 2567.345459
	Iteration 26Q: 3 clusters Score -286493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -286494.656250 Penalty: 2567.345459
	Iteration 27Q: 3 clusters Score -286494.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -286498.468750 Penalty: 2567.345459
	Iteration 28Q: 3 clusters Score -286498.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -286501.625000 Penalty: 2567.345459
	Iteration 29Q: 3 clusters Score -286501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -286504.062500 Penalty: 2567.345459
	Iteration 30Q: 3 clusters Score -286504.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -286507.125000 Penalty: 2567.345459
	Iteration 31Q: 3 clusters Score -286507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -286510.437500 Penalty: 2567.345459
	Iteration 32Q: 3 clusters Score -286510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -286513.375000 Penalty: 2567.345459
	Iteration 33Q: 3 clusters Score -286513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -286515.593750 Penalty: 2567.345459
	Iteration 34Q: 3 clusters Score -286515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -286516.500000 Penalty: 2567.345459
	Iteration 35Q: 3 clusters Score -286516.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -286517.500000 Penalty: 2567.345459
	Iteration 36Q: 3 clusters Score -286517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -286517.875000 Penalty: 2567.345459
	Iteration 37Q: 3 clusters Score -286517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -286518.625000 Penalty: 2567.345459
	Iteration 38Q: 3 clusters Score -286518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -286518.875000 Penalty: 2567.345459
	Iteration 39Q: 3 clusters Score -286518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -286519.468750 Penalty: 2567.345459
	Iteration 40F: 3 clusters Score -286519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -286519.593750 Penalty: 2567.345459
	Iteration 41Q: 3 clusters Score -286519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -286520.312500 Penalty: 2567.345459
	Iteration 42Q: 3 clusters Score -286520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -286520.718750 Penalty: 2567.345459
	Iteration 43Q: 3 clusters Score -286520.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -286520.718750 Penalty: 2567.345459
	Iteration 44F: 3 clusters Score -286520.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -209143.859375 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -209143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -206925.296875 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -206925.3 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -207438.437500 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -207438.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -207581.125000 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -207581.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -207718.859375 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -207718.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -207886.046875 Penalty: 2493.040771
	Iteration 4F: 3 clusters Score -207886 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -208034.562500 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -208034.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -208126.515625 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -208126.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -208181.437500 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -208181.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -208218.218750 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -208218.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -208251.953125 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -208252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -208271.062500 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -208271.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -208284.125000 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -208284.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -208295.421875 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -208295.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -208305.937500 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -208305.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -208314.562500 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -208314.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -208322.218750 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -208322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -208324.156250 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -208324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -208325.937500 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -208325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -208328.328125 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -208328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -208330.062500 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -208330.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -208333.046875 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -208333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -208338.093750 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -208338.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -208341.296875 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -208341.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -208345.343750 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -208345.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -208349.109375 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -208349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -208350.890625 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -208350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -208352.203125 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -208352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -208353.593750 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -208353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -208355.484375 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -208355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -208356.625000 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -208356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -208356.812500 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -208356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -208358.640625 Penalty: 2493.040771
	Iteration 31Q: 3 clusters Score -208358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -208362.343750 Penalty: 2493.040771
	Iteration 32Q: 3 clusters Score -208362.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -208365.875000 Penalty: 2493.040771
	Iteration 33Q: 3 clusters Score -208365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -208367.078125 Penalty: 2493.040771
	Iteration 34Q: 3 clusters Score -208367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -208368.187500 Penalty: 2493.040771
	Iteration 35Q: 3 clusters Score -208368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -208369.656250 Penalty: 2493.040771
	Iteration 36Q: 3 clusters Score -208369.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -208373.125000 Penalty: 2493.040771
	Iteration 37Q: 3 clusters Score -208373.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -208378.265625 Penalty: 2493.040771
	Iteration 38Q: 3 clusters Score -208378.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -208383.671875 Penalty: 2493.040771
	Iteration 39Q: 3 clusters Score -208383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -208389.515625 Penalty: 2493.040771
	Iteration 40F: 3 clusters Score -208389.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -208395.375000 Penalty: 2493.040771
	Iteration 41Q: 3 clusters Score -208395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -208400.765625 Penalty: 2493.040771
	Iteration 42Q: 3 clusters Score -208400.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -208404.562500 Penalty: 2493.040771
	Iteration 43Q: 3 clusters Score -208404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -208406.906250 Penalty: 2493.040771
	Iteration 44Q: 3 clusters Score -208406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -208410.109375 Penalty: 2493.040771
	Iteration 45Q: 3 clusters Score -208410.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -208411.375000 Penalty: 2493.040771
	Iteration 46Q: 3 clusters Score -208411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -208414.421875 Penalty: 2493.040771
	Iteration 47Q: 3 clusters Score -208414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -208416.156250 Penalty: 2493.040771
	Iteration 48Q: 3 clusters Score -208416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -208421.046875 Penalty: 2493.040771
	Iteration 49Q: 3 clusters Score -208421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -208425.593750 Penalty: 2493.040771
	Iteration 50Q: 3 clusters Score -208425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -208427.468750 Penalty: 2493.040771
	Iteration 51Q: 3 clusters Score -208427.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -208430.453125 Penalty: 2493.040771
	Iteration 52Q: 3 clusters Score -208430.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -208433.734375 Penalty: 2493.040771
	Iteration 53Q: 3 clusters Score -208433.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -208438.281250 Penalty: 2493.040771
	Iteration 54Q: 3 clusters Score -208438.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -208441.875000 Penalty: 2493.040771
	Iteration 55Q: 3 clusters Score -208441.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -208445.218750 Penalty: 2493.040771
	Iteration 56Q: 3 clusters Score -208445.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -208449.328125 Penalty: 2493.040771
	Iteration 57Q: 3 clusters Score -208449.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -208456.578125 Penalty: 2493.040771
	Iteration 58Q: 3 clusters Score -208456.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -208461.843750 Penalty: 2493.040771
	Iteration 59Q: 3 clusters Score -208461.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -208467.437500 Penalty: 2493.040771
	Iteration 60F: 3 clusters Score -208467.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -208470.937500 Penalty: 2493.040771
	Iteration 61Q: 3 clusters Score -208470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -208479.421875 Penalty: 2493.040771
	Iteration 62Q: 3 clusters Score -208479.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -208488.156250 Penalty: 2493.040771
	Iteration 63Q: 3 clusters Score -208488.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -208492.125000 Penalty: 2493.040771
	Iteration 64Q: 3 clusters Score -208492.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -208496.546875 Penalty: 2493.040771
	Iteration 65Q: 3 clusters Score -208496.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -208502.953125 Penalty: 2493.040771
	Iteration 66Q: 3 clusters Score -208503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -208509.375000 Penalty: 2493.040771
	Iteration 67Q: 3 clusters Score -208509.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -208512.125000 Penalty: 2493.040771
	Iteration 68Q: 3 clusters Score -208512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -208514.343750 Penalty: 2493.040771
	Iteration 69Q: 3 clusters Score -208514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -208518.578125 Penalty: 2493.040771
	Iteration 70Q: 3 clusters Score -208518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -208519.828125 Penalty: 2493.040771
	Iteration 71Q: 3 clusters Score -208519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -208520.171875 Penalty: 2493.040771
	Iteration 72Q: 3 clusters Score -208520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -208520.968750 Penalty: 2493.040771
	Iteration 73Q: 3 clusters Score -208521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -208520.968750 Penalty: 2493.040771
	Iteration 74F: 3 clusters Score -208521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42066 members 
Mstep: Class 3 contains 288169 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 285121 members 
Mstep: Class 6 contains 64634 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 2636 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 14 contains 29460 members 
Mstep: Class 15 contains 94155 members 
Mstep: Class 16 contains 39537 members 
Mstep: Class 18 contains 55914 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 22 contains 2145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144888.000000 Penalty: 37996.894531
Iteration 119Q: 18 clusters Score -9.414489e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 42106 members 
Mstep: Class 3 contains 288250 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 284992 members 
Mstep: Class 6 contains 64647 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 2639 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29485 members 
Mstep: Class 15 contains 94143 members 
Mstep: Class 16 contains 39558 members 
Mstep: Class 18 contains 55898 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 22 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144816.000000 Penalty: 37996.894531
Iteration 120F: 18 clusters Score -9.414482e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42148 members 
Mstep: Class 3 contains 288308 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 284879 members 
Mstep: Class 6 contains 64667 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 21375 members 
Mstep: Class 10 contains 2640 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 14 contains 29503 members 
Mstep: Class 15 contains 94144 members 
Mstep: Class 16 contains 39575 members 
Mstep: Class 18 contains 55877 members 
Mstep: Class 19 contains 2707 members 
Mstep: Class 22 contains 2160 members 
Entering Unmasked Estep 
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Iteration 121Q: 18 clusters Score -9.41449e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 42200 members 
Mstep: Class 3 contains 288381 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 284791 members 
Mstep: Class 6 contains 64676 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 21368 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29520 members 
Mstep: Class 15 contains 94124 members 
Mstep: Class 16 contains 39585 members 
Mstep: Class 18 contains 55848 members 
Mstep: Class 19 contains 2712 members 
Mstep: Class 22 contains 2166 members 
Entering Unmasked Estep 
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Iteration 122Q: 18 clusters Score -9.414481e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 42241 members 
Mstep: Class 3 contains 288454 members 
Mstep: Class 4 contains 5058 members 
Mstep: Class 5 contains 284696 members 
Mstep: Class 6 contains 64693 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 9 contains 21363 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 14 contains 29535 members 
Mstep: Class 15 contains 94104 members 
Mstep: Class 16 contains 39605 members 
Mstep: Class 18 contains 55810 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 22 contains 2177 members 
Entering Unmasked Estep 
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Iteration 123Q: 18 clusters Score -9.414507e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 42278 members 
Mstep: Class 3 contains 288511 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 5 contains 284630 members 
Mstep: Class 6 contains 64709 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 21367 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 14 contains 29546 members 
Mstep: Class 15 contains 94080 members 
Mstep: Class 16 contains 39617 members 
Mstep: Class 18 contains 55782 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 22 contains 2184 members 
Entering Unmasked Estep 
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Iteration 124Q: 18 clusters Score -9.414487e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 288527 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 284577 members 
Mstep: Class 6 contains 64731 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 14 contains 29560 members 
Mstep: Class 15 contains 94062 members 
Mstep: Class 16 contains 39622 members 
Mstep: Class 18 contains 55770 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 22 contains 2197 members 
Entering Unmasked Estep 
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Iteration 125Q: 18 clusters Score -9.414491e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 42352 members 
Mstep: Class 3 contains 288547 members 
Mstep: Class 4 contains 5079 members 
Mstep: Class 5 contains 284525 members 
Mstep: Class 6 contains 64749 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 14 contains 29575 members 
Mstep: Class 15 contains 94036 members 
Mstep: Class 16 contains 39629 members 
Mstep: Class 18 contains 55751 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 22 contains 2208 members 
Entering Unmasked Estep 
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Iteration 126Q: 18 clusters Score -9.414504e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 42384 members 
Mstep: Class 3 contains 288566 members 
Mstep: Class 4 contains 5084 members 
Mstep: Class 5 contains 284478 members 
Mstep: Class 6 contains 64766 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 14 contains 29589 members 
Mstep: Class 15 contains 94019 members 
Mstep: Class 16 contains 39634 members 
Mstep: Class 18 contains 55731 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 22 contains 2219 members 
Entering Unmasked Estep 
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Iteration 127Q: 18 clusters Score -9.414502e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 42420 members 
Mstep: Class 3 contains 288588 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 284405 members 
Mstep: Class 6 contains 64779 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 14 contains 29606 members 
Mstep: Class 15 contains 94013 members 
Mstep: Class 16 contains 39642 members 
Mstep: Class 18 contains 55722 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 22 contains 2229 members 
Entering Unmasked Estep 
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Iteration 128Q: 18 clusters Score -9.414501e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 42450 members 
Mstep: Class 3 contains 288609 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 284357 members 
Mstep: Class 6 contains 64792 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2353 members 
Mstep: Class 9 contains 21385 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 14 contains 29610 members 
Mstep: Class 15 contains 94013 members 
Mstep: Class 16 contains 39649 members 
Mstep: Class 18 contains 55712 members 
Mstep: Class 19 contains 2720 members 
Mstep: Class 22 contains 2233 members 
Entering Unmasked Estep 
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Iteration 129Q: 18 clusters Score -9.414491e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 42472 members 
Mstep: Class 3 contains 288628 members 
Mstep: Class 4 contains 5090 members 
Mstep: Class 5 contains 284296 members 
Mstep: Class 6 contains 64810 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 21389 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 14 contains 29624 members 
Mstep: Class 15 contains 94008 members 
Mstep: Class 16 contains 39659 members 
Mstep: Class 18 contains 55702 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 22 contains 2237 members 
Entering Unmasked Estep 
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Iteration 130Q: 18 clusters Score -9.414492e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 42494 members 
Mstep: Class 3 contains 288659 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 284231 members 
Mstep: Class 6 contains 64828 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 21392 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 14 contains 29631 members 
Mstep: Class 15 contains 94005 members 
Mstep: Class 16 contains 39667 members 
Mstep: Class 18 contains 55694 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 22 contains 2236 members 
Entering Unmasked Estep 
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Iteration 131Q: 18 clusters Score -9.414478e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 42512 members 
Mstep: Class 3 contains 288687 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 284179 members 
Mstep: Class 6 contains 64838 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 21395 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 14 contains 29633 members 
Mstep: Class 15 contains 94001 members 
Mstep: Class 16 contains 39672 members 
Mstep: Class 18 contains 55692 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 22 contains 2237 members 
Entering Unmasked Estep 
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Iteration 132Q: 18 clusters Score -9.414475e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 42527 members 
Mstep: Class 3 contains 288707 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 284120 members 
Mstep: Class 6 contains 64858 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 21398 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 14 contains 29634 members 
Mstep: Class 15 contains 93999 members 
Mstep: Class 16 contains 39686 members 
Mstep: Class 18 contains 55688 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 133Q: 18 clusters Score -9.41447e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42550 members 
Mstep: Class 3 contains 288723 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 284053 members 
Mstep: Class 6 contains 64883 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 21406 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 14 contains 29639 members 
Mstep: Class 15 contains 93997 members 
Mstep: Class 16 contains 39695 members 
Mstep: Class 18 contains 55680 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 134Q: 18 clusters Score -9.41447e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42568 members 
Mstep: Class 3 contains 288747 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 283999 members 
Mstep: Class 6 contains 64906 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 21414 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 14 contains 29645 members 
Mstep: Class 15 contains 94000 members 
Mstep: Class 16 contains 39700 members 
Mstep: Class 18 contains 55669 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 22 contains 2237 members 
Entering Unmasked Estep 
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Iteration 135Q: 18 clusters Score -9.414473e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42590 members 
Mstep: Class 3 contains 288770 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 283949 members 
Mstep: Class 6 contains 64919 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2251 members 
Mstep: Class 9 contains 21420 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 14 contains 29653 members 
Mstep: Class 15 contains 93996 members 
Mstep: Class 16 contains 39699 members 
Mstep: Class 18 contains 55662 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 136Q: 18 clusters Score -9.414474e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42608 members 
Mstep: Class 3 contains 288795 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 283893 members 
Mstep: Class 6 contains 64934 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 21426 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 14 contains 29658 members 
Mstep: Class 15 contains 93992 members 
Mstep: Class 16 contains 39702 members 
Mstep: Class 18 contains 55660 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 137Q: 18 clusters Score -9.414472e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42625 members 
Mstep: Class 3 contains 288811 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 283845 members 
Mstep: Class 6 contains 64958 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2221 members 
Mstep: Class 9 contains 21433 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29660 members 
Mstep: Class 15 contains 93986 members 
Mstep: Class 16 contains 39714 members 
Mstep: Class 18 contains 55653 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 138Q: 18 clusters Score -9.41447e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42646 members 
Mstep: Class 3 contains 288807 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 283800 members 
Mstep: Class 6 contains 64983 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 21438 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 14 contains 29659 members 
Mstep: Class 15 contains 93982 members 
Mstep: Class 16 contains 39724 members 
Mstep: Class 18 contains 55647 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 139Q: 18 clusters Score -9.414473e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42676 members 
Mstep: Class 3 contains 288795 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 283741 members 
Mstep: Class 6 contains 65020 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 14 contains 29659 members 
Mstep: Class 15 contains 93979 members 
Mstep: Class 16 contains 39736 members 
Mstep: Class 18 contains 55645 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 140F: 18 clusters Score -9.414466e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42702 members 
Mstep: Class 3 contains 288798 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 283698 members 
Mstep: Class 6 contains 65048 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2200 members 
Mstep: Class 9 contains 21446 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 14 contains 29660 members 
Mstep: Class 15 contains 93972 members 
Mstep: Class 16 contains 39739 members 
Mstep: Class 18 contains 55640 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 141Q: 18 clusters Score -9.414464e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42721 members 
Mstep: Class 3 contains 288799 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 283671 members 
Mstep: Class 6 contains 65067 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 21450 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 14 contains 29657 members 
Mstep: Class 15 contains 93963 members 
Mstep: Class 16 contains 39741 members 
Mstep: Class 18 contains 55639 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 142Q: 18 clusters Score -9.414462e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42737 members 
Mstep: Class 3 contains 288797 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 283647 members 
Mstep: Class 6 contains 65081 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 21452 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 14 contains 29658 members 
Mstep: Class 15 contains 93963 members 
Mstep: Class 16 contains 39745 members 
Mstep: Class 18 contains 55638 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 143Q: 18 clusters Score -9.414463e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42751 members 
Mstep: Class 3 contains 288805 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 283607 members 
Mstep: Class 6 contains 65096 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 21455 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 14 contains 29658 members 
Mstep: Class 15 contains 93963 members 
Mstep: Class 16 contains 39754 members 
Mstep: Class 18 contains 55636 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 22 contains 2239 members 
Entering Unmasked Estep 
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Iteration 144Q: 18 clusters Score -9.414459e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42765 members 
Mstep: Class 3 contains 288810 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 283579 members 
Mstep: Class 6 contains 65111 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 14 contains 29661 members 
Mstep: Class 15 contains 93962 members 
Mstep: Class 16 contains 39757 members 
Mstep: Class 18 contains 55630 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 22 contains 2240 members 
Entering Unmasked Estep 
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Iteration 145Q: 18 clusters Score -9.414452e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42779 members 
Mstep: Class 3 contains 288819 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 283541 members 
Mstep: Class 6 contains 65123 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 21465 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 14 contains 29661 members 
Mstep: Class 15 contains 93967 members 
Mstep: Class 16 contains 39762 members 
Mstep: Class 18 contains 55623 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
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Iteration 146Q: 18 clusters Score -9.414451e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42792 members 
Mstep: Class 3 contains 288820 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 283520 members 
Mstep: Class 6 contains 65130 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 21470 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 14 contains 29663 members 
Mstep: Class 15 contains 93963 members 
Mstep: Class 16 contains 39768 members 
Mstep: Class 18 contains 55618 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
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Iteration 147Q: 18 clusters Score -9.414439e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42802 members 
Mstep: Class 3 contains 288815 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 283505 members 
Mstep: Class 6 contains 65138 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 21482 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29665 members 
Mstep: Class 15 contains 93951 members 
Mstep: Class 16 contains 39773 members 
Mstep: Class 18 contains 55616 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2241 members 
Entering Unmasked Estep 
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Iteration 148Q: 18 clusters Score -9.41444e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42809 members 
Mstep: Class 3 contains 288820 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 283495 members 
Mstep: Class 6 contains 65144 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 21491 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29667 members 
Mstep: Class 15 contains 93948 members 
Mstep: Class 16 contains 39773 members 
Mstep: Class 18 contains 55607 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2241 members 
Entering Unmasked Estep 
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Iteration 149Q: 18 clusters Score -9.414442e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42814 members 
Mstep: Class 3 contains 288828 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 283487 members 
Mstep: Class 6 contains 65147 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2143 members 
Mstep: Class 9 contains 21493 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29666 members 
Mstep: Class 15 contains 93947 members 
Mstep: Class 16 contains 39775 members 
Mstep: Class 18 contains 55599 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2241 members 
Entering Unmasked Estep 
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Iteration 150Q: 18 clusters Score -9.414447e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42821 members 
Mstep: Class 3 contains 288827 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 283485 members 
Mstep: Class 6 contains 65152 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2140 members 
Mstep: Class 9 contains 21492 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29664 members 
Mstep: Class 15 contains 93951 members 
Mstep: Class 16 contains 39775 members 
Mstep: Class 18 contains 55593 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2241 members 
Entering Unmasked Estep 
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Iteration 151Q: 18 clusters Score -9.414447e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42831 members 
Mstep: Class 3 contains 288842 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 283471 members 
Mstep: Class 6 contains 65159 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2136 members 
Mstep: Class 9 contains 21488 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29662 members 
Mstep: Class 15 contains 93951 members 
Mstep: Class 16 contains 39776 members 
Mstep: Class 18 contains 55584 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144432.000000 Penalty: 37996.894531
Iteration 152Q: 18 clusters Score -9.414443e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42843 members 
Mstep: Class 3 contains 288852 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 283451 members 
Mstep: Class 6 contains 65165 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 21490 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29660 members 
Mstep: Class 15 contains 93948 members 
Mstep: Class 16 contains 39780 members 
Mstep: Class 18 contains 55579 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144584.000000 Penalty: 37996.894531
Iteration 153Q: 18 clusters Score -9.414458e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42856 members 
Mstep: Class 3 contains 288855 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 283425 members 
Mstep: Class 6 contains 65173 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 21490 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29660 members 
Mstep: Class 15 contains 93948 members 
Mstep: Class 16 contains 39787 members 
Mstep: Class 18 contains 55576 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144536.000000 Penalty: 37996.894531
Iteration 154Q: 18 clusters Score -9.414454e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42867 members 
Mstep: Class 3 contains 288859 members 
Mstep: Class 4 contains 5099 members 
Mstep: Class 5 contains 283407 members 
Mstep: Class 6 contains 65181 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 21491 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29657 members 
Mstep: Class 15 contains 93947 members 
Mstep: Class 16 contains 39789 members 
Mstep: Class 18 contains 55571 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144528.000000 Penalty: 37996.894531
Iteration 155Q: 18 clusters Score -9.414453e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42880 members 
Mstep: Class 3 contains 288869 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 283379 members 
Mstep: Class 6 contains 65191 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 21492 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29657 members 
Mstep: Class 15 contains 93944 members 
Mstep: Class 16 contains 39792 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144448.000000 Penalty: 37996.894531
Iteration 156Q: 18 clusters Score -9.414445e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42890 members 
Mstep: Class 3 contains 288872 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 283364 members 
Mstep: Class 6 contains 65198 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 21494 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29654 members 
Mstep: Class 15 contains 93941 members 
Mstep: Class 16 contains 39794 members 
Mstep: Class 18 contains 55567 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144472.000000 Penalty: 37996.894531
Iteration 157Q: 18 clusters Score -9.414447e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42901 members 
Mstep: Class 3 contains 288883 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283344 members 
Mstep: Class 6 contains 65201 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 21494 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29650 members 
Mstep: Class 15 contains 93943 members 
Mstep: Class 16 contains 39797 members 
Mstep: Class 18 contains 55564 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144432.000000 Penalty: 37996.894531
Iteration 158Q: 18 clusters Score -9.414443e+07 nChanged 77
Entering ConstructFrom: 
Score: -94144432.000000 Penalty: 37996.894531
Entering ConstructFrom: 
Trying to split cluster 1 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -52173.183594 Penalty: 1038.958496
	Iteration 0F: 2 clusters Score -52173.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -51082.511719 Penalty: 2077.916992
	Iteration 0F: 3 clusters Score -51082.51 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51281.628906 Penalty: 2077.916992
	Iteration 1F: 3 clusters Score -51281.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51318.109375 Penalty: 2077.916992
	Iteration 2F: 3 clusters Score -51318.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51340.871094 Penalty: 2077.916992
	Iteration 3Q: 3 clusters Score -51340.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51359.726562 Penalty: 2077.916992
	Iteration 4Q: 3 clusters Score -51359.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51375.437500 Penalty: 2077.916992
	Iteration 5Q: 3 clusters Score -51375.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51397.664062 Penalty: 2077.916992
	Iteration 6Q: 3 clusters Score -51397.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51414.203125 Penalty: 2077.916992
	Iteration 7Q: 3 clusters Score -51414.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51430.640625 Penalty: 2077.916992
	Iteration 8Q: 3 clusters Score -51430.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51446.421875 Penalty: 2077.916992
	Iteration 9Q: 3 clusters Score -51446.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51458.449219 Penalty: 2077.916992
	Iteration 10Q: 3 clusters Score -51458.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51465.445312 Penalty: 2077.916992
	Iteration 11Q: 3 clusters Score -51465.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51471.683594 Penalty: 2077.916992
	Iteration 12Q: 3 clusters Score -51471.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51476.601562 Penalty: 2077.916992
	Iteration 13Q: 3 clusters Score -51476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51477.613281 Penalty: 2077.916992
	Iteration 14Q: 3 clusters Score -51477.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51479.214844 Penalty: 2077.916992
	Iteration 15Q: 3 clusters Score -51479.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51481.089844 Penalty: 2077.916992
	Iteration 16Q: 3 clusters Score -51481.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51481.089844 Penalty: 2077.916992
	Iteration 17F: 3 clusters Score -51481.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Entering Unmasked Estep 
Score: -4438740.500000 Penalty: 1733.402710
	Iteration 0F: 2 clusters Score -4438740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4409991.000000 Penalty: 3466.805420
	Iteration 0F: 3 clusters Score -4409991 nChanged 20049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -4421322.000000 Penalty: 3466.805420
	Iteration 1F: 3 clusters Score -4421322 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4421949.500000 Penalty: 3466.805420
	Iteration 2Q: 3 clusters Score -4421950 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4422704.500000 Penalty: 3466.805420
	Iteration 3Q: 3 clusters Score -4422704 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4423755.000000 Penalty: 3466.805420
	Iteration 4Q: 3 clusters Score -4423755 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4425130.000000 Penalty: 3466.805420
	Iteration 5F: 3 clusters Score -4425130 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -4426889.500000 Penalty: 3466.805420
	Iteration 6F: 3 clusters Score -4426890 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -4428862.000000 Penalty: 3466.805420
	Iteration 7F: 3 clusters Score -4428862 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4430645.000000 Penalty: 3466.805420
	Iteration 8F: 3 clusters Score -4430645 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4432119.500000 Penalty: 3466.805420
	Iteration 9Q: 3 clusters Score -4432120 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -4433050.500000 Penalty: 3466.805420
	Iteration 10Q: 3 clusters Score -4433050 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4433615.000000 Penalty: 3466.805420
	Iteration 11Q: 3 clusters Score -4433615 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4433991.000000 Penalty: 3466.805420
	Iteration 12Q: 3 clusters Score -4433991 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4434347.500000 Penalty: 3466.805420
	Iteration 13Q: 3 clusters Score -4434348 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -4434653.000000 Penalty: 3466.805420
	Iteration 14Q: 3 clusters Score -4434653 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4434935.500000 Penalty: 3466.805420
	Iteration 15Q: 3 clusters Score -4434936 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4435221.000000 Penalty: 3466.805420
	Iteration 16Q: 3 clusters Score -4435221 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4435479.000000 Penalty: 3466.805420
	Iteration 17Q: 3 clusters Score -4435479 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -4435749.000000 Penalty: 3466.805420
	Iteration 18Q: 3 clusters Score -4435749 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -4435999.000000 Penalty: 3466.805420
	Iteration 19Q: 3 clusters Score -4435999 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -4436223.000000 Penalty: 3466.805420
	Iteration 20F: 3 clusters Score -4436223 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -4436407.000000 Penalty: 3466.805420
	Iteration 21Q: 3 clusters Score -4436407 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -4436587.000000 Penalty: 3466.805420
	Iteration 22Q: 3 clusters Score -4436587 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -4436683.000000 Penalty: 3466.805420
	Iteration 23Q: 3 clusters Score -4436683 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -4436788.500000 Penalty: 3466.805420
	Iteration 24Q: 3 clusters Score -4436788 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -4436903.000000 Penalty: 3466.805420
	Iteration 25Q: 3 clusters Score -4436903 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -4436980.000000 Penalty: 3466.805420
	Iteration 26Q: 3 clusters Score -4436980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -4437032.500000 Penalty: 3466.805420
	Iteration 27Q: 3 clusters Score -4437032 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -4437063.500000 Penalty: 3466.805420
	Iteration 28Q: 3 clusters Score -4437064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -4437088.000000 Penalty: 3466.805420
	Iteration 29Q: 3 clusters Score -4437088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -4437122.000000 Penalty: 3466.805420
	Iteration 30Q: 3 clusters Score -4437122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -4437145.000000 Penalty: 3466.805420
	Iteration 31Q: 3 clusters Score -4437145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -4437172.500000 Penalty: 3466.805420
	Iteration 32Q: 3 clusters Score -4437172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -4437176.500000 Penalty: 3466.805420
	Iteration 33Q: 3 clusters Score -4437176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -4437183.500000 Penalty: 3466.805420
	Iteration 34Q: 3 clusters Score -4437184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -4437189.500000 Penalty: 3466.805420
	Iteration 35Q: 3 clusters Score -4437190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -4437198.000000 Penalty: 3466.805420
	Iteration 36Q: 3 clusters Score -4437198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -4437209.000000 Penalty: 3466.805420
	Iteration 37Q: 3 clusters Score -4437209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -4437204.500000 Penalty: 3466.805420
	Iteration 38Q: 3 clusters Score -4437204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -4437206.500000 Penalty: 3466.805420
	Iteration 39Q: 3 clusters Score -4437206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -4437206.500000 Penalty: 3466.805420
	Iteration 40F: 3 clusters Score -4437206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -4437203.000000 Penalty: 3466.805420
	Iteration 41Q: 3 clusters Score -4437203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -4437200.500000 Penalty: 3466.805420
	Iteration 42Q: 3 clusters Score -4437200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -4437202.500000 Penalty: 3466.805420
	Iteration 43Q: 3 clusters Score -4437202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -4437205.500000 Penalty: 3466.805420
	Iteration 44Q: 3 clusters Score -4437206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -4437207.500000 Penalty: 3466.805420
	Iteration 45Q: 3 clusters Score -4437208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -4437211.500000 Penalty: 3466.805420
	Iteration 46Q: 3 clusters Score -4437212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -4437214.000000 Penalty: 3466.805420
	Iteration 47Q: 3 clusters Score -4437214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -4437216.000000 Penalty: 3466.805420
	Iteration 48Q: 3 clusters Score -4437216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -4437214.500000 Penalty: 3466.805420
	Iteration 49Q: 3 clusters Score -4437214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -4437218.000000 Penalty: 3466.805420
	Iteration 50Q: 3 clusters Score -4437218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -4437218.500000 Penalty: 3466.805420
	Iteration 51Q: 3 clusters Score -4437218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -4437217.500000 Penalty: 3466.805420
	Iteration 52Q: 3 clusters Score -4437218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -4437216.500000 Penalty: 3466.805420
	Iteration 53Q: 3 clusters Score -4437216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -4437222.000000 Penalty: 3466.805420
	Iteration 54Q: 3 clusters Score -4437222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -4437227.500000 Penalty: 3466.805420
	Iteration 55Q: 3 clusters Score -4437228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -4437233.500000 Penalty: 3466.805420
	Iteration 56Q: 3 clusters Score -4437234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -4437239.500000 Penalty: 3466.805420
	Iteration 57Q: 3 clusters Score -4437240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -4437245.000000 Penalty: 3466.805420
	Iteration 58Q: 3 clusters Score -4437245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -4437250.500000 Penalty: 3466.805420
	Iteration 59Q: 3 clusters Score -4437250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -4437251.000000 Penalty: 3466.805420
	Iteration 60F: 3 clusters Score -4437251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -4437248.500000 Penalty: 3466.805420
	Iteration 61Q: 3 clusters Score -4437248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -4437250.500000 Penalty: 3466.805420
	Iteration 62Q: 3 clusters Score -4437250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -4437249.500000 Penalty: 3466.805420
	Iteration 63Q: 3 clusters Score -4437250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -4437251.500000 Penalty: 3466.805420
	Iteration 64Q: 3 clusters Score -4437252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -4437257.500000 Penalty: 3466.805420
	Iteration 65Q: 3 clusters Score -4437258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -4437268.000000 Penalty: 3466.805420
	Iteration 66Q: 3 clusters Score -4437268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -4437274.000000 Penalty: 3466.805420
	Iteration 67Q: 3 clusters Score -4437274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4437282.000000 Penalty: 3466.805420
	Iteration 68Q: 3 clusters Score -4437282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -4437282.500000 Penalty: 3466.805420
	Iteration 69Q: 3 clusters Score -4437282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -4437286.000000 Penalty: 3466.805420
	Iteration 70Q: 3 clusters Score -4437286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -4437288.500000 Penalty: 3466.805420
	Iteration 71Q: 3 clusters Score -4437288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -4437288.500000 Penalty: 3466.805420
	Iteration 72F: 3 clusters Score -4437288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (288894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288894 members 
Entering Unmasked Estep 
Score: -29312116.000000 Penalty: 2043.244995
	Iteration 0F: 2 clusters Score -2.931212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144387 members 
Mstep: Class 2 contains 144507 members 
Entering Unmasked Estep 
Score: -29125720.000000 Penalty: 4086.489990
	Iteration 0F: 3 clusters Score -2.912572e+07 nChanged 140574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141269 members 
Mstep: Class 2 contains 147625 members 
Entering Unmasked Estep 
Score: -29209750.000000 Penalty: 4086.489990
	Iteration 1F: 3 clusters Score -2.920975e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138908 members 
Mstep: Class 2 contains 149986 members 
Entering Unmasked Estep 
Score: -29211314.000000 Penalty: 4086.489990
	Iteration 2Q: 3 clusters Score -2.921131e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135194 members 
Mstep: Class 2 contains 153700 members 
Entering Unmasked Estep 
Score: -29213306.000000 Penalty: 4086.489990
	Iteration 3Q: 3 clusters Score -2.921331e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129779 members 
Mstep: Class 2 contains 159115 members 
Entering Unmasked Estep 
Score: -29216570.000000 Penalty: 4086.489990
	Iteration 4Q: 3 clusters Score -2.921657e+07 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122083 members 
Mstep: Class 2 contains 166811 members 
Entering Unmasked Estep 
Score: -29221878.000000 Penalty: 4086.489990
	Iteration 5Q: 3 clusters Score -2.922188e+07 nChanged 14999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112120 members 
Mstep: Class 2 contains 176774 members 
Entering Unmasked Estep 
Score: -29230578.000000 Penalty: 4086.489990
	Iteration 6F: 3 clusters Score -2.923058e+07 nChanged 17595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 187939 members 
Entering Unmasked Estep 
Score: -29243984.000000 Penalty: 4086.489990
	Iteration 7F: 3 clusters Score -2.924398e+07 nChanged 18787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 197308 members 
Entering Unmasked Estep 
Score: -29259126.000000 Penalty: 4086.489990
	Iteration 8F: 3 clusters Score -2.925913e+07 nChanged 16609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 202917 members 
Entering Unmasked Estep 
Score: -29269522.000000 Penalty: 4086.489990
	Iteration 9F: 3 clusters Score -2.926952e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 206364 members 
Entering Unmasked Estep 
Score: -29273522.000000 Penalty: 4086.489990
	Iteration 10Q: 3 clusters Score -2.927352e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 209388 members 
Entering Unmasked Estep 
Score: -29275080.000000 Penalty: 4086.489990
	Iteration 11Q: 3 clusters Score -2.927508e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 212177 members 
Entering Unmasked Estep 
Score: -29276146.000000 Penalty: 4086.489990
	Iteration 12Q: 3 clusters Score -2.927615e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 214963 members 
Entering Unmasked Estep 
Score: -29277128.000000 Penalty: 4086.489990
	Iteration 13Q: 3 clusters Score -2.927713e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 217749 members 
Entering Unmasked Estep 
Score: -29278168.000000 Penalty: 4086.489990
	Iteration 14Q: 3 clusters Score -2.927817e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 220591 members 
Entering Unmasked Estep 
Score: -29279280.000000 Penalty: 4086.489990
	Iteration 15Q: 3 clusters Score -2.927928e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 223435 members 
Entering Unmasked Estep 
Score: -29280354.000000 Penalty: 4086.489990
	Iteration 16Q: 3 clusters Score -2.928035e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 226133 members 
Entering Unmasked Estep 
Score: -29281130.000000 Penalty: 4086.489990
	Iteration 17Q: 3 clusters Score -2.928113e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 228829 members 
Entering Unmasked Estep 
Score: -29282030.000000 Penalty: 4086.489990
	Iteration 18Q: 3 clusters Score -2.928203e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 231383 members 
Entering Unmasked Estep 
Score: -29282860.000000 Penalty: 4086.489990
	Iteration 19Q: 3 clusters Score -2.928286e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 233774 members 
Entering Unmasked Estep 
Score: -29283544.000000 Penalty: 4086.489990
	Iteration 20F: 3 clusters Score -2.928354e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 236191 members 
Entering Unmasked Estep 
Score: -29284412.000000 Penalty: 4086.489990
	Iteration 21Q: 3 clusters Score -2.928441e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 238581 members 
Entering Unmasked Estep 
Score: -29285286.000000 Penalty: 4086.489990
	Iteration 22Q: 3 clusters Score -2.928529e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 240892 members 
Entering Unmasked Estep 
Score: -29286178.000000 Penalty: 4086.489990
	Iteration 23Q: 3 clusters Score -2.928618e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 243244 members 
Entering Unmasked Estep 
Score: -29286996.000000 Penalty: 4086.489990
	Iteration 24Q: 3 clusters Score -2.9287e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 245590 members 
Entering Unmasked Estep 
Score: -29287830.000000 Penalty: 4086.489990
	Iteration 25Q: 3 clusters Score -2.928783e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 247854 members 
Entering Unmasked Estep 
Score: -29288560.000000 Penalty: 4086.489990
	Iteration 26Q: 3 clusters Score -2.928856e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 250052 members 
Entering Unmasked Estep 
Score: -29289508.000000 Penalty: 4086.489990
	Iteration 27Q: 3 clusters Score -2.928951e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 252337 members 
Entering Unmasked Estep 
Score: -29290430.000000 Penalty: 4086.489990
	Iteration 28Q: 3 clusters Score -2.929043e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 254610 members 
Entering Unmasked Estep 
Score: -29291298.000000 Penalty: 4086.489990
	Iteration 29Q: 3 clusters Score -2.92913e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 256893 members 
Entering Unmasked Estep 
Score: -29292220.000000 Penalty: 4086.489990
	Iteration 30Q: 3 clusters Score -2.929222e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 259184 members 
Entering Unmasked Estep 
Score: -29293218.000000 Penalty: 4086.489990
	Iteration 31Q: 3 clusters Score -2.929322e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 261464 members 
Entering Unmasked Estep 
Score: -29294114.000000 Penalty: 4086.489990
	Iteration 32Q: 3 clusters Score -2.929411e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 263681 members 
Entering Unmasked Estep 
Score: -29295122.000000 Penalty: 4086.489990
	Iteration 33Q: 3 clusters Score -2.929512e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 265861 members 
Entering Unmasked Estep 
Score: -29296262.000000 Penalty: 4086.489990
	Iteration 34Q: 3 clusters Score -2.929626e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 268014 members 
Entering Unmasked Estep 
Score: -29297324.000000 Penalty: 4086.489990
	Iteration 35Q: 3 clusters Score -2.929732e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 270101 members 
Entering Unmasked Estep 
Score: -29298388.000000 Penalty: 4086.489990
	Iteration 36Q: 3 clusters Score -2.929839e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 272006 members 
Entering Unmasked Estep 
Score: -29299378.000000 Penalty: 4086.489990
	Iteration 37Q: 3 clusters Score -2.929938e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 273787 members 
Entering Unmasked Estep 
Score: -29300380.000000 Penalty: 4086.489990
	Iteration 38Q: 3 clusters Score -2.930038e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 275508 members 
Entering Unmasked Estep 
Score: -29301388.000000 Penalty: 4086.489990
	Iteration 39Q: 3 clusters Score -2.930139e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 277082 members 
Entering Unmasked Estep 
Score: -29302184.000000 Penalty: 4086.489990
	Iteration 40F: 3 clusters Score -2.930218e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 278540 members 
Entering Unmasked Estep 
Score: -29303216.000000 Penalty: 4086.489990
	Iteration 41Q: 3 clusters Score -2.930322e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 279931 members 
Entering Unmasked Estep 
Score: -29304170.000000 Penalty: 4086.489990
	Iteration 42Q: 3 clusters Score -2.930417e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 281237 members 
Entering Unmasked Estep 
Score: -29305122.000000 Penalty: 4086.489990
	Iteration 43Q: 3 clusters Score -2.930512e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 282347 members 
Entering Unmasked Estep 
Score: -29305862.000000 Penalty: 4086.489990
	Iteration 44Q: 3 clusters Score -2.930586e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 283314 members 
Entering Unmasked Estep 
Score: -29306572.000000 Penalty: 4086.489990
	Iteration 45Q: 3 clusters Score -2.930657e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 284192 members 
Entering Unmasked Estep 
Score: -29307160.000000 Penalty: 4086.489990
	Iteration 46Q: 3 clusters Score -2.930716e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 284956 members 
Entering Unmasked Estep 
Score: -29307700.000000 Penalty: 4086.489990
	Iteration 47Q: 3 clusters Score -2.93077e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 285589 members 
Entering Unmasked Estep 
Score: -29308144.000000 Penalty: 4086.489990
	Iteration 48Q: 3 clusters Score -2.930814e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 286104 members 
Entering Unmasked Estep 
Score: -29308494.000000 Penalty: 4086.489990
	Iteration 49Q: 3 clusters Score -2.930849e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 286493 members 
Entering Unmasked Estep 
Score: -29308816.000000 Penalty: 4086.489990
	Iteration 50Q: 3 clusters Score -2.930882e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 286788 members 
Entering Unmasked Estep 
Score: -29309086.000000 Penalty: 4086.489990
	Iteration 51Q: 3 clusters Score -2.930909e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 287025 members 
Entering Unmasked Estep 
Score: -29309224.000000 Penalty: 4086.489990
	Iteration 52Q: 3 clusters Score -2.930922e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 287203 members 
Entering Unmasked Estep 
Score: -29309356.000000 Penalty: 4086.489990
	Iteration 53Q: 3 clusters Score -2.930936e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 287324 members 
Entering Unmasked Estep 
Score: -29309456.000000 Penalty: 4086.489990
	Iteration 54Q: 3 clusters Score -2.930946e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 287411 members 
Entering Unmasked Estep 
Score: -29309502.000000 Penalty: 4086.489990
	Iteration 55Q: 3 clusters Score -2.93095e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 287490 members 
Entering Unmasked Estep 
Score: -29309566.000000 Penalty: 4086.489990
	Iteration 56Q: 3 clusters Score -2.930957e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 287564 members 
Entering Unmasked Estep 
Score: -29309624.000000 Penalty: 4086.489990
	Iteration 57Q: 3 clusters Score -2.930962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 287632 members 
Entering Unmasked Estep 
Score: -29309642.000000 Penalty: 4086.489990
	Iteration 58Q: 3 clusters Score -2.930964e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 287686 members 
Entering Unmasked Estep 
Score: -29309664.000000 Penalty: 4086.489990
	Iteration 59Q: 3 clusters Score -2.930966e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 287729 members 
Entering Unmasked Estep 
Score: -29309702.000000 Penalty: 4086.489990
	Iteration 60F: 3 clusters Score -2.93097e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 287771 members 
Entering Unmasked Estep 
Score: -29309756.000000 Penalty: 4086.489990
	Iteration 61Q: 3 clusters Score -2.930976e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 287806 members 
Entering Unmasked Estep 
Score: -29309808.000000 Penalty: 4086.489990
	Iteration 62Q: 3 clusters Score -2.930981e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 287846 members 
Entering Unmasked Estep 
Score: -29309836.000000 Penalty: 4086.489990
	Iteration 63Q: 3 clusters Score -2.930984e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 287882 members 
Entering Unmasked Estep 
Score: -29309888.000000 Penalty: 4086.489990
	Iteration 64Q: 3 clusters Score -2.930989e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 287902 members 
Entering Unmasked Estep 
Score: -29309888.000000 Penalty: 4086.489990
	Iteration 65Q: 3 clusters Score -2.930989e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 287925 members 
Entering Unmasked Estep 
Score: -29309896.000000 Penalty: 4086.489990
	Iteration 66Q: 3 clusters Score -2.93099e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 287943 members 
Entering Unmasked Estep 
Score: -29309916.000000 Penalty: 4086.489990
	Iteration 67Q: 3 clusters Score -2.930992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 287961 members 
Entering Unmasked Estep 
Score: -29309950.000000 Penalty: 4086.489990
	Iteration 68Q: 3 clusters Score -2.930995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 287977 members 
Entering Unmasked Estep 
Score: -29309990.000000 Penalty: 4086.489990
	Iteration 69Q: 3 clusters Score -2.930999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 287990 members 
Entering Unmasked Estep 
Score: -29309988.000000 Penalty: 4086.489990
	Iteration 70Q: 3 clusters Score -2.930999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 287999 members 
Entering Unmasked Estep 
Score: -29309978.000000 Penalty: 4086.489990
	Iteration 71Q: 3 clusters Score -2.930998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 288011 members 
Entering Unmasked Estep 
Score: -29309986.000000 Penalty: 4086.489990
	Iteration 72Q: 3 clusters Score -2.930999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 288015 members 
Entering Unmasked Estep 
Score: -29310024.000000 Penalty: 4086.489990
	Iteration 73Q: 3 clusters Score -2.931002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 288012 members 
Entering Unmasked Estep 
Score: -29310026.000000 Penalty: 4086.489990
	Iteration 74Q: 3 clusters Score -2.931003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 288020 members 
Entering Unmasked Estep 
Score: -29310026.000000 Penalty: 4086.489990
	Iteration 75Q: 3 clusters Score -2.931003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 288028 members 
Entering Unmasked Estep 
Score: -29310054.000000 Penalty: 4086.489990
	Iteration 76Q: 3 clusters Score -2.931005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 288031 members 
Entering Unmasked Estep 
Score: -29310050.000000 Penalty: 4086.489990
	Iteration 77Q: 3 clusters Score -2.931005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 288038 members 
Entering Unmasked Estep 
Score: -29310034.000000 Penalty: 4086.489990
	Iteration 78Q: 3 clusters Score -2.931003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 288046 members 
Entering Unmasked Estep 
Score: -29310042.000000 Penalty: 4086.489990
	Iteration 79Q: 3 clusters Score -2.931004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 288052 members 
Entering Unmasked Estep 
Score: -29310028.000000 Penalty: 4086.489990
	Iteration 80F: 3 clusters Score -2.931003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 288059 members 
Entering Unmasked Estep 
Score: -29310036.000000 Penalty: 4086.489990
	Iteration 81Q: 3 clusters Score -2.931004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 288062 members 
Entering Unmasked Estep 
Score: -29310034.000000 Penalty: 4086.489990
	Iteration 82Q: 3 clusters Score -2.931003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 288065 members 
Entering Unmasked Estep 
Score: -29310058.000000 Penalty: 4086.489990
	Iteration 83Q: 3 clusters Score -2.931006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 288067 members 
Entering Unmasked Estep 
Score: -29310058.000000 Penalty: 4086.489990
	Iteration 84Q: 3 clusters Score -2.931006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 288069 members 
Entering Unmasked Estep 
Score: -29310054.000000 Penalty: 4086.489990
	Iteration 85Q: 3 clusters Score -2.931005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 288072 members 
Entering Unmasked Estep 
Score: -29310050.000000 Penalty: 4086.489990
	Iteration 86Q: 3 clusters Score -2.931005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 288074 members 
Entering Unmasked Estep 
Score: -29310060.000000 Penalty: 4086.489990
	Iteration 87Q: 3 clusters Score -2.931006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 288075 members 
Entering Unmasked Estep 
Score: -29310060.000000 Penalty: 4086.489990
	Iteration 88Q: 3 clusters Score -2.931006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 288079 members 
Entering Unmasked Estep 
Score: -29310062.000000 Penalty: 4086.489990
	Iteration 89Q: 3 clusters Score -2.931006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 288079 members 
Entering Unmasked Estep 
Score: -29310058.000000 Penalty: 4086.489990
	Iteration 90Q: 3 clusters Score -2.931006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 288080 members 
Entering Unmasked Estep 
Score: -29310056.000000 Penalty: 4086.489990
	Iteration 91Q: 3 clusters Score -2.931006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 288082 members 
Entering Unmasked Estep 
Score: -29310062.000000 Penalty: 4086.489990
	Iteration 92Q: 3 clusters Score -2.931006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 288084 members 
Entering Unmasked Estep 
Score: -29310056.000000 Penalty: 4086.489990
	Iteration 93Q: 3 clusters Score -2.931006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 288085 members 
Entering Unmasked Estep 
Score: -29310050.000000 Penalty: 4086.489990
	Iteration 94Q: 3 clusters Score -2.931005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 288090 members 
Entering Unmasked Estep 
Score: -29310068.000000 Penalty: 4086.489990
	Iteration 95Q: 3 clusters Score -2.931007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 288091 members 
Entering Unmasked Estep 
Score: -29310064.000000 Penalty: 4086.489990
	Iteration 96Q: 3 clusters Score -2.931006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 288092 members 
Entering Unmasked Estep 
Score: -29310078.000000 Penalty: 4086.489990
	Iteration 97Q: 3 clusters Score -2.931008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 288093 members 
Entering Unmasked Estep 
Score: -29310076.000000 Penalty: 4086.489990
	Iteration 98Q: 3 clusters Score -2.931008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 288093 members 
Entering Unmasked Estep 
Score: -29310074.000000 Penalty: 4086.489990
	Iteration 99Q: 3 clusters Score -2.931007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 288095 members 
Entering Unmasked Estep 
Score: -29310070.000000 Penalty: 4086.489990
	Iteration 100F: 3 clusters Score -2.931007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 288098 members 
Entering Unmasked Estep 
Score: -29310070.000000 Penalty: 4086.489990
	Iteration 101Q: 3 clusters Score -2.931007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 288099 members 
Entering Unmasked Estep 
Score: -29310076.000000 Penalty: 4086.489990
	Iteration 102Q: 3 clusters Score -2.931008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 288100 members 
Entering Unmasked Estep 
Score: -29310078.000000 Penalty: 4086.489990
	Iteration 103Q: 3 clusters Score -2.931008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 288100 members 
Entering Unmasked Estep 
Score: -29310078.000000 Penalty: 4086.489990
	Iteration 104F: 3 clusters Score -2.931008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -488284.281250 Penalty: 1387.261841
	Iteration 0F: 2 clusters Score -488284.3 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 2461 members 
Entering Unmasked Estep 
Score: -484307.093750 Penalty: 2774.523682
	Iteration 0F: 3 clusters Score -484307.1 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -485427.875000 Penalty: 2774.523682
	Iteration 1F: 3 clusters Score -485427.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -485779.781250 Penalty: 2774.523682
	Iteration 2F: 3 clusters Score -485779.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -486255.312500 Penalty: 2774.523682
	Iteration 3F: 3 clusters Score -486255.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -486852.906250 Penalty: 2774.523682
	Iteration 4F: 3 clusters Score -486852.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -487443.875000 Penalty: 2774.523682
	Iteration 5F: 3 clusters Score -487443.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -487854.031250 Penalty: 2774.523682
	Iteration 6F: 3 clusters Score -487854 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -488026.187500 Penalty: 2774.523682
	Iteration 7Q: 3 clusters Score -488026.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -488094.812500 Penalty: 2774.523682
	Iteration 8Q: 3 clusters Score -488094.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -488125.125000 Penalty: 2774.523682
	Iteration 9Q: 3 clusters Score -488125.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -488143.093750 Penalty: 2774.523682
	Iteration 10Q: 3 clusters Score -488143.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -488151.406250 Penalty: 2774.523682
	Iteration 11Q: 3 clusters Score -488151.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -488159.625000 Penalty: 2774.523682
	Iteration 12Q: 3 clusters Score -488159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -488161.218750 Penalty: 2774.523682
	Iteration 13Q: 3 clusters Score -488161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -488162.281250 Penalty: 2774.523682
	Iteration 14Q: 3 clusters Score -488162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -488162.250000 Penalty: 2774.523682
	Iteration 15Q: 3 clusters Score -488162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -488162.468750 Penalty: 2774.523682
	Iteration 16Q: 3 clusters Score -488162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -488164.125000 Penalty: 2774.523682
	Iteration 17Q: 3 clusters Score -488164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -488165.093750 Penalty: 2774.523682
	Iteration 18Q: 3 clusters Score -488165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -488166.187500 Penalty: 2774.523682
	Iteration 19Q: 3 clusters Score -488166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -488165.125000 Penalty: 2774.523682
	Iteration 20F: 3 clusters Score -488165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (283321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283321 members 
Entering Unmasked Estep 
Score: -28800622.000000 Penalty: 2040.079590
	Iteration 0F: 2 clusters Score -2.880062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141878 members 
Mstep: Class 2 contains 141443 members 
Entering Unmasked Estep 
Score: -28615058.000000 Penalty: 4080.159180
	Iteration 0F: 3 clusters Score -2.861506e+07 nChanged 137785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146749 members 
Mstep: Class 2 contains 136572 members 
Entering Unmasked Estep 
Score: -28697024.000000 Penalty: 4080.159180
	Iteration 1F: 3 clusters Score -2.869702e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150037 members 
Mstep: Class 2 contains 133284 members 
Entering Unmasked Estep 
Score: -28699028.000000 Penalty: 4080.159180
	Iteration 2Q: 3 clusters Score -2.869903e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155373 members 
Mstep: Class 2 contains 127948 members 
Entering Unmasked Estep 
Score: -28701434.000000 Penalty: 4080.159180
	Iteration 3Q: 3 clusters Score -2.870143e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163830 members 
Mstep: Class 2 contains 119491 members 
Entering Unmasked Estep 
Score: -28705692.000000 Penalty: 4080.159180
	Iteration 4Q: 3 clusters Score -2.870569e+07 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176447 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -28713014.000000 Penalty: 4080.159180
	Iteration 5F: 3 clusters Score -2.871301e+07 nChanged 19763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194198 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -28726634.000000 Penalty: 4080.159180
	Iteration 6F: 3 clusters Score -2.872663e+07 nChanged 23085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215799 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -28746134.000000 Penalty: 4080.159180
	Iteration 7F: 3 clusters Score -2.874613e+07 nChanged 21628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236157 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -28766764.000000 Penalty: 4080.159180
	Iteration 8F: 3 clusters Score -2.876676e+07 nChanged 15148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249923 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -28781144.000000 Penalty: 4080.159180
	Iteration 9F: 3 clusters Score -2.878114e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257048 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -28788212.000000 Penalty: 4080.159180
	Iteration 10Q: 3 clusters Score -2.878821e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261082 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -28791362.000000 Penalty: 4080.159180
	Iteration 11Q: 3 clusters Score -2.879136e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264031 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -28793092.000000 Penalty: 4080.159180
	Iteration 12Q: 3 clusters Score -2.879309e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266519 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -28794216.000000 Penalty: 4080.159180
	Iteration 13Q: 3 clusters Score -2.879422e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268696 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -28795140.000000 Penalty: 4080.159180
	Iteration 14Q: 3 clusters Score -2.879514e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270582 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -28795786.000000 Penalty: 4080.159180
	Iteration 15Q: 3 clusters Score -2.879579e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272238 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -28796140.000000 Penalty: 4080.159180
	Iteration 16Q: 3 clusters Score -2.879614e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273646 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -28796564.000000 Penalty: 4080.159180
	Iteration 17Q: 3 clusters Score -2.879656e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274854 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -28797172.000000 Penalty: 4080.159180
	Iteration 18Q: 3 clusters Score -2.879717e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275924 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -28797582.000000 Penalty: 4080.159180
	Iteration 19Q: 3 clusters Score -2.879758e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276839 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -28798020.000000 Penalty: 4080.159180
	Iteration 20F: 3 clusters Score -2.879802e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277627 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -28798256.000000 Penalty: 4080.159180
	Iteration 21Q: 3 clusters Score -2.879826e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278325 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -28798514.000000 Penalty: 4080.159180
	Iteration 22Q: 3 clusters Score -2.879851e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278944 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -28798604.000000 Penalty: 4080.159180
	Iteration 23Q: 3 clusters Score -2.87986e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279410 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -28798764.000000 Penalty: 4080.159180
	Iteration 24Q: 3 clusters Score -2.879876e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279820 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -28798716.000000 Penalty: 4080.159180
	Iteration 25Q: 3 clusters Score -2.879872e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280173 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -28798796.000000 Penalty: 4080.159180
	Iteration 26Q: 3 clusters Score -2.87988e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280482 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -28798856.000000 Penalty: 4080.159180
	Iteration 27Q: 3 clusters Score -2.879886e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280714 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -28798932.000000 Penalty: 4080.159180
	Iteration 28Q: 3 clusters Score -2.879893e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280933 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -28798984.000000 Penalty: 4080.159180
	Iteration 29Q: 3 clusters Score -2.879898e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281120 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -28799026.000000 Penalty: 4080.159180
	Iteration 30Q: 3 clusters Score -2.879903e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281267 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -28799014.000000 Penalty: 4080.159180
	Iteration 31Q: 3 clusters Score -2.879901e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281386 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -28799070.000000 Penalty: 4080.159180
	Iteration 32Q: 3 clusters Score -2.879907e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281479 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -28799042.000000 Penalty: 4080.159180
	Iteration 33Q: 3 clusters Score -2.879904e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281558 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -28799020.000000 Penalty: 4080.159180
	Iteration 34Q: 3 clusters Score -2.879902e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281617 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -28799030.000000 Penalty: 4080.159180
	Iteration 35Q: 3 clusters Score -2.879903e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281671 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -28799012.000000 Penalty: 4080.159180
	Iteration 36Q: 3 clusters Score -2.879901e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281718 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -28799052.000000 Penalty: 4080.159180
	Iteration 37Q: 3 clusters Score -2.879905e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281767 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -28799062.000000 Penalty: 4080.159180
	Iteration 38Q: 3 clusters Score -2.879906e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281813 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -28799054.000000 Penalty: 4080.159180
	Iteration 39Q: 3 clusters Score -2.879905e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281854 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -28799108.000000 Penalty: 4080.159180
	Iteration 40F: 3 clusters Score -2.879911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281883 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -28799098.000000 Penalty: 4080.159180
	Iteration 41Q: 3 clusters Score -2.87991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281908 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -28799130.000000 Penalty: 4080.159180
	Iteration 42Q: 3 clusters Score -2.879913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281935 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -28799102.000000 Penalty: 4080.159180
	Iteration 43Q: 3 clusters Score -2.87991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281966 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -28799124.000000 Penalty: 4080.159180
	Iteration 44Q: 3 clusters Score -2.879912e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282008 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -28799138.000000 Penalty: 4080.159180
	Iteration 45Q: 3 clusters Score -2.879914e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282038 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -28799130.000000 Penalty: 4080.159180
	Iteration 46Q: 3 clusters Score -2.879913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282061 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -28799122.000000 Penalty: 4080.159180
	Iteration 47Q: 3 clusters Score -2.879912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282082 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -28799124.000000 Penalty: 4080.159180
	Iteration 48Q: 3 clusters Score -2.879912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282096 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -28799130.000000 Penalty: 4080.159180
	Iteration 49Q: 3 clusters Score -2.879913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282111 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -28799150.000000 Penalty: 4080.159180
	Iteration 50Q: 3 clusters Score -2.879915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282132 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -28799148.000000 Penalty: 4080.159180
	Iteration 51Q: 3 clusters Score -2.879915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282147 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -28799110.000000 Penalty: 4080.159180
	Iteration 52Q: 3 clusters Score -2.879911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282156 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -28799122.000000 Penalty: 4080.159180
	Iteration 53Q: 3 clusters Score -2.879912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282161 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -28799110.000000 Penalty: 4080.159180
	Iteration 54Q: 3 clusters Score -2.879911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282165 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -28799110.000000 Penalty: 4080.159180
	Iteration 55Q: 3 clusters Score -2.879911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282167 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -28799104.000000 Penalty: 4080.159180
	Iteration 56Q: 3 clusters Score -2.87991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282170 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -28799122.000000 Penalty: 4080.159180
	Iteration 57Q: 3 clusters Score -2.879912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282175 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -28799120.000000 Penalty: 4080.159180
	Iteration 58Q: 3 clusters Score -2.879912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282179 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -28799124.000000 Penalty: 4080.159180
	Iteration 59Q: 3 clusters Score -2.879912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282182 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -28799134.000000 Penalty: 4080.159180
	Iteration 60F: 3 clusters Score -2.879913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282185 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -28799142.000000 Penalty: 4080.159180
	Iteration 61Q: 3 clusters Score -2.879914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282188 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -28799134.000000 Penalty: 4080.159180
	Iteration 62Q: 3 clusters Score -2.879913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282187 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -28799140.000000 Penalty: 4080.159180
	Iteration 63Q: 3 clusters Score -2.879914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282188 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -28799138.000000 Penalty: 4080.159180
	Iteration 64Q: 3 clusters Score -2.879914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282188 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -28799138.000000 Penalty: 4080.159180
	Iteration 65F: 3 clusters Score -2.879914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Entering Unmasked Estep 
Score: -6734759.000000 Penalty: 1801.352295
	Iteration 0F: 2 clusters Score -6734759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -6691083.000000 Penalty: 3602.704590
	Iteration 0F: 3 clusters Score -6691083 nChanged 30835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -6708724.500000 Penalty: 3602.704590
	Iteration 1F: 3 clusters Score -6708724 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -6709454.500000 Penalty: 3602.704590
	Iteration 2Q: 3 clusters Score -6709454 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -6710392.000000 Penalty: 3602.704590
	Iteration 3Q: 3 clusters Score -6710392 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6711794.000000 Penalty: 3602.704590
	Iteration 4Q: 3 clusters Score -6711794 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -6714122.000000 Penalty: 3602.704590
	Iteration 5F: 3 clusters Score -6714122 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -6717387.000000 Penalty: 3602.704590
	Iteration 6F: 3 clusters Score -6717387 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -6721375.500000 Penalty: 3602.704590
	Iteration 7F: 3 clusters Score -6721376 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -6725100.000000 Penalty: 3602.704590
	Iteration 8F: 3 clusters Score -6725100 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -6728094.500000 Penalty: 3602.704590
	Iteration 9F: 3 clusters Score -6728094 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6730217.000000 Penalty: 3602.704590
	Iteration 10Q: 3 clusters Score -6730217 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6731576.000000 Penalty: 3602.704590
	Iteration 11Q: 3 clusters Score -6731576 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6732325.500000 Penalty: 3602.704590
	Iteration 12Q: 3 clusters Score -6732326 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6732681.000000 Penalty: 3602.704590
	Iteration 13Q: 3 clusters Score -6732681 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6732903.000000 Penalty: 3602.704590
	Iteration 14Q: 3 clusters Score -6732903 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6733067.500000 Penalty: 3602.704590
	Iteration 15Q: 3 clusters Score -6733068 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6733162.000000 Penalty: 3602.704590
	Iteration 16Q: 3 clusters Score -6733162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6733190.000000 Penalty: 3602.704590
	Iteration 17Q: 3 clusters Score -6733190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6733234.000000 Penalty: 3602.704590
	Iteration 18Q: 3 clusters Score -6733234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6733243.500000 Penalty: 3602.704590
	Iteration 19Q: 3 clusters Score -6733244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6733256.000000 Penalty: 3602.704590
	Iteration 20F: 3 clusters Score -6733256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6733266.000000 Penalty: 3602.704590
	Iteration 21Q: 3 clusters Score -6733266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6733277.000000 Penalty: 3602.704590
	Iteration 22Q: 3 clusters Score -6733277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6733286.000000 Penalty: 3602.704590
	Iteration 23Q: 3 clusters Score -6733286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6733292.500000 Penalty: 3602.704590
	Iteration 24Q: 3 clusters Score -6733292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6733296.000000 Penalty: 3602.704590
	Iteration 25Q: 3 clusters Score -6733296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6733302.000000 Penalty: 3602.704590
	Iteration 26Q: 3 clusters Score -6733302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6733303.000000 Penalty: 3602.704590
	Iteration 27Q: 3 clusters Score -6733303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6733316.000000 Penalty: 3602.704590
	Iteration 28Q: 3 clusters Score -6733316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6733316.000000 Penalty: 3602.704590
	Iteration 29F: 3 clusters Score -6733316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -200508.968750 Penalty: 1240.028809
	Iteration 0F: 2 clusters Score -200509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -198423.734375 Penalty: 2480.057617
	Iteration 0F: 3 clusters Score -198423.7 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -198926.562500 Penalty: 2480.057617
	Iteration 1F: 3 clusters Score -198926.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -199079.468750 Penalty: 2480.057617
	Iteration 2F: 3 clusters Score -199079.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -199175.421875 Penalty: 2480.057617
	Iteration 3F: 3 clusters Score -199175.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -199268.078125 Penalty: 2480.057617
	Iteration 4Q: 3 clusters Score -199268.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -199359.937500 Penalty: 2480.057617
	Iteration 5Q: 3 clusters Score -199359.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -199433.921875 Penalty: 2480.057617
	Iteration 6Q: 3 clusters Score -199433.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -199488.000000 Penalty: 2480.057617
	Iteration 7Q: 3 clusters Score -199488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -199519.281250 Penalty: 2480.057617
	Iteration 8Q: 3 clusters Score -199519.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -199541.578125 Penalty: 2480.057617
	Iteration 9Q: 3 clusters Score -199541.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -199560.843750 Penalty: 2480.057617
	Iteration 10Q: 3 clusters Score -199560.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199575.984375 Penalty: 2480.057617
	Iteration 11Q: 3 clusters Score -199576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -199592.109375 Penalty: 2480.057617
	Iteration 12Q: 3 clusters Score -199592.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -199609.156250 Penalty: 2480.057617
	Iteration 13Q: 3 clusters Score -199609.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -199618.515625 Penalty: 2480.057617
	Iteration 14Q: 3 clusters Score -199618.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -199625.093750 Penalty: 2480.057617
	Iteration 15Q: 3 clusters Score -199625.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -199629.781250 Penalty: 2480.057617
	Iteration 16Q: 3 clusters Score -199629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -199637.828125 Penalty: 2480.057617
	Iteration 17Q: 3 clusters Score -199637.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -199647.609375 Penalty: 2480.057617
	Iteration 18Q: 3 clusters Score -199647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -199650.078125 Penalty: 2480.057617
	Iteration 19Q: 3 clusters Score -199650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -199651.453125 Penalty: 2480.057617
	Iteration 20F: 3 clusters Score -199651.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -199653.015625 Penalty: 2480.057617
	Iteration 21Q: 3 clusters Score -199653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -199655.593750 Penalty: 2480.057617
	Iteration 22Q: 3 clusters Score -199655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -199655.593750 Penalty: 2480.057617
	Iteration 23F: 3 clusters Score -199655.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -226530.312500 Penalty: 1244.154785
	Iteration 0F: 2 clusters Score -226530.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -224383.968750 Penalty: 2488.309570
	Iteration 0F: 3 clusters Score -224384 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -224829.859375 Penalty: 2488.309570
	Iteration 1F: 3 clusters Score -224829.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -224930.500000 Penalty: 2488.309570
	Iteration 2F: 3 clusters Score -224930.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -224979.781250 Penalty: 2488.309570
	Iteration 3Q: 3 clusters Score -224979.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -225008.828125 Penalty: 2488.309570
	Iteration 4Q: 3 clusters Score -225008.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -225032.562500 Penalty: 2488.309570
	Iteration 5Q: 3 clusters Score -225032.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -225053.687500 Penalty: 2488.309570
	Iteration 6Q: 3 clusters Score -225053.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -225065.953125 Penalty: 2488.309570
	Iteration 7Q: 3 clusters Score -225066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -225078.921875 Penalty: 2488.309570
	Iteration 8Q: 3 clusters Score -225078.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -225090.062500 Penalty: 2488.309570
	Iteration 9Q: 3 clusters Score -225090.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -225101.890625 Penalty: 2488.309570
	Iteration 10Q: 3 clusters Score -225101.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -225113.312500 Penalty: 2488.309570
	Iteration 11Q: 3 clusters Score -225113.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -225125.671875 Penalty: 2488.309570
	Iteration 12Q: 3 clusters Score -225125.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -225134.328125 Penalty: 2488.309570
	Iteration 13Q: 3 clusters Score -225134.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -225140.156250 Penalty: 2488.309570
	Iteration 14Q: 3 clusters Score -225140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -225146.796875 Penalty: 2488.309570
	Iteration 15Q: 3 clusters Score -225146.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -225155.828125 Penalty: 2488.309570
	Iteration 16Q: 3 clusters Score -225155.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -225166.406250 Penalty: 2488.309570
	Iteration 17Q: 3 clusters Score -225166.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -225175.171875 Penalty: 2488.309570
	Iteration 18Q: 3 clusters Score -225175.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -225183.906250 Penalty: 2488.309570
	Iteration 19Q: 3 clusters Score -225183.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -225190.125000 Penalty: 2488.309570
	Iteration 20F: 3 clusters Score -225190.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -225200.812500 Penalty: 2488.309570
	Iteration 21Q: 3 clusters Score -225200.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -225208.359375 Penalty: 2488.309570
	Iteration 22Q: 3 clusters Score -225208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -225212.437500 Penalty: 2488.309570
	Iteration 23Q: 3 clusters Score -225212.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -225217.156250 Penalty: 2488.309570
	Iteration 24Q: 3 clusters Score -225217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -225221.765625 Penalty: 2488.309570
	Iteration 25Q: 3 clusters Score -225221.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -225230.531250 Penalty: 2488.309570
	Iteration 26Q: 3 clusters Score -225230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -225238.453125 Penalty: 2488.309570
	Iteration 27Q: 3 clusters Score -225238.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -225247.312500 Penalty: 2488.309570
	Iteration 28Q: 3 clusters Score -225247.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -225254.890625 Penalty: 2488.309570
	Iteration 29Q: 3 clusters Score -225254.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -225257.968750 Penalty: 2488.309570
	Iteration 30Q: 3 clusters Score -225258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -225259.296875 Penalty: 2488.309570
	Iteration 31Q: 3 clusters Score -225259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -225260.015625 Penalty: 2488.309570
	Iteration 32Q: 3 clusters Score -225260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -225261.484375 Penalty: 2488.309570
	Iteration 33Q: 3 clusters Score -225261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -225263.234375 Penalty: 2488.309570
	Iteration 34Q: 3 clusters Score -225263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -225265.609375 Penalty: 2488.309570
	Iteration 35Q: 3 clusters Score -225265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -225266.593750 Penalty: 2488.309570
	Iteration 36Q: 3 clusters Score -225266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -225266.593750 Penalty: 2488.309570
	Iteration 37Q: 3 clusters Score -225266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -225267.625000 Penalty: 2488.309570
	Iteration 38Q: 3 clusters Score -225267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -225268.656250 Penalty: 2488.309570
	Iteration 39Q: 3 clusters Score -225268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -225269.671875 Penalty: 2488.309570
	Iteration 40F: 3 clusters Score -225269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -225270.265625 Penalty: 2488.309570
	Iteration 41Q: 3 clusters Score -225270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -225270.656250 Penalty: 2488.309570
	Iteration 42Q: 3 clusters Score -225270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -225272.515625 Penalty: 2488.309570
	Iteration 43Q: 3 clusters Score -225272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -225275.093750 Penalty: 2488.309570
	Iteration 44Q: 3 clusters Score -225275.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -225277.343750 Penalty: 2488.309570
	Iteration 45Q: 3 clusters Score -225277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -225282.078125 Penalty: 2488.309570
	Iteration 46Q: 3 clusters Score -225282.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -225288.171875 Penalty: 2488.309570
	Iteration 47Q: 3 clusters Score -225288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -225294.234375 Penalty: 2488.309570
	Iteration 48Q: 3 clusters Score -225294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -225299.484375 Penalty: 2488.309570
	Iteration 49Q: 3 clusters Score -225299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -225305.187500 Penalty: 2488.309570
	Iteration 50Q: 3 clusters Score -225305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -225310.500000 Penalty: 2488.309570
	Iteration 51Q: 3 clusters Score -225310.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -225318.625000 Penalty: 2488.309570
	Iteration 52Q: 3 clusters Score -225318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -225323.640625 Penalty: 2488.309570
	Iteration 53Q: 3 clusters Score -225323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -225327.562500 Penalty: 2488.309570
	Iteration 54Q: 3 clusters Score -225327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -225331.843750 Penalty: 2488.309570
	Iteration 55Q: 3 clusters Score -225331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -225334.921875 Penalty: 2488.309570
	Iteration 56Q: 3 clusters Score -225334.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -225338.921875 Penalty: 2488.309570
	Iteration 57Q: 3 clusters Score -225338.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -225343.765625 Penalty: 2488.309570
	Iteration 58Q: 3 clusters Score -225343.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -225347.578125 Penalty: 2488.309570
	Iteration 59Q: 3 clusters Score -225347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -225350.343750 Penalty: 2488.309570
	Iteration 60F: 3 clusters Score -225350.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -225355.312500 Penalty: 2488.309570
	Iteration 61Q: 3 clusters Score -225355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -225358.234375 Penalty: 2488.309570
	Iteration 62Q: 3 clusters Score -225358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -225359.109375 Penalty: 2488.309570
	Iteration 63Q: 3 clusters Score -225359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -225360.281250 Penalty: 2488.309570
	Iteration 64Q: 3 clusters Score -225360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -225363.609375 Penalty: 2488.309570
	Iteration 65Q: 3 clusters Score -225363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -225366.187500 Penalty: 2488.309570
	Iteration 66Q: 3 clusters Score -225366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -225369.015625 Penalty: 2488.309570
	Iteration 67Q: 3 clusters Score -225369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -225371.406250 Penalty: 2488.309570
	Iteration 68Q: 3 clusters Score -225371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -225374.218750 Penalty: 2488.309570
	Iteration 69Q: 3 clusters Score -225374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -225375.703125 Penalty: 2488.309570
	Iteration 70Q: 3 clusters Score -225375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -225377.171875 Penalty: 2488.309570
	Iteration 71Q: 3 clusters Score -225377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -225377.171875 Penalty: 2488.309570
	Iteration 72F: 3 clusters Score -225377.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Entering Unmasked Estep 
Score: -2221948.500000 Penalty: 1621.038574
	Iteration 0F: 2 clusters Score -2221948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2207310.250000 Penalty: 3242.077148
	Iteration 0F: 3 clusters Score -2207310 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2212631.750000 Penalty: 3242.077148
	Iteration 1F: 3 clusters Score -2212632 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2212941.250000 Penalty: 3242.077148
	Iteration 2Q: 3 clusters Score -2212941 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2213217.250000 Penalty: 3242.077148
	Iteration 3Q: 3 clusters Score -2213217 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2213528.500000 Penalty: 3242.077148
	Iteration 4Q: 3 clusters Score -2213528 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2213899.500000 Penalty: 3242.077148
	Iteration 5Q: 3 clusters Score -2213900 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2214384.500000 Penalty: 3242.077148
	Iteration 6Q: 3 clusters Score -2214384 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2215059.250000 Penalty: 3242.077148
	Iteration 7F: 3 clusters Score -2215059 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2215950.000000 Penalty: 3242.077148
	Iteration 8F: 3 clusters Score -2215950 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2216993.750000 Penalty: 3242.077148
	Iteration 9F: 3 clusters Score -2216994 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2217923.750000 Penalty: 3242.077148
	Iteration 10F: 3 clusters Score -2217924 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2218650.750000 Penalty: 3242.077148
	Iteration 11Q: 3 clusters Score -2218651 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2219155.000000 Penalty: 3242.077148
	Iteration 12Q: 3 clusters Score -2219155 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2219460.750000 Penalty: 3242.077148
	Iteration 13Q: 3 clusters Score -2219461 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2219667.500000 Penalty: 3242.077148
	Iteration 14Q: 3 clusters Score -2219668 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2219816.750000 Penalty: 3242.077148
	Iteration 15Q: 3 clusters Score -2219817 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2219931.000000 Penalty: 3242.077148
	Iteration 16Q: 3 clusters Score -2219931 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2220024.000000 Penalty: 3242.077148
	Iteration 17Q: 3 clusters Score -2220024 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2220096.500000 Penalty: 3242.077148
	Iteration 18Q: 3 clusters Score -2220096 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2220168.750000 Penalty: 3242.077148
	Iteration 19Q: 3 clusters Score -2220169 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2220222.750000 Penalty: 3242.077148
	Iteration 20F: 3 clusters Score -2220223 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2220272.750000 Penalty: 3242.077148
	Iteration 21Q: 3 clusters Score -2220273 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2220314.250000 Penalty: 3242.077148
	Iteration 22Q: 3 clusters Score -2220314 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2220331.000000 Penalty: 3242.077148
	Iteration 23Q: 3 clusters Score -2220331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2220343.000000 Penalty: 3242.077148
	Iteration 24Q: 3 clusters Score -2220343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2220363.750000 Penalty: 3242.077148
	Iteration 25Q: 3 clusters Score -2220364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2220374.250000 Penalty: 3242.077148
	Iteration 26Q: 3 clusters Score -2220374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2220392.250000 Penalty: 3242.077148
	Iteration 27Q: 3 clusters Score -2220392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2220411.500000 Penalty: 3242.077148
	Iteration 28Q: 3 clusters Score -2220412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2220420.750000 Penalty: 3242.077148
	Iteration 29Q: 3 clusters Score -2220421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2220428.000000 Penalty: 3242.077148
	Iteration 30Q: 3 clusters Score -2220428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2220438.750000 Penalty: 3242.077148
	Iteration 31Q: 3 clusters Score -2220439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2220456.000000 Penalty: 3242.077148
	Iteration 32Q: 3 clusters Score -2220456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2220464.000000 Penalty: 3242.077148
	Iteration 33Q: 3 clusters Score -2220464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2220469.250000 Penalty: 3242.077148
	Iteration 34Q: 3 clusters Score -2220469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2220481.500000 Penalty: 3242.077148
	Iteration 35Q: 3 clusters Score -2220482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2220488.250000 Penalty: 3242.077148
	Iteration 36Q: 3 clusters Score -2220488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2220494.250000 Penalty: 3242.077148
	Iteration 37Q: 3 clusters Score -2220494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2220503.750000 Penalty: 3242.077148
	Iteration 38Q: 3 clusters Score -2220504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2220509.750000 Penalty: 3242.077148
	Iteration 39Q: 3 clusters Score -2220510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2220517.500000 Penalty: 3242.077148
	Iteration 40F: 3 clusters Score -2220518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2220524.750000 Penalty: 3242.077148
	Iteration 41Q: 3 clusters Score -2220525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2220526.750000 Penalty: 3242.077148
	Iteration 42Q: 3 clusters Score -2220527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2220536.250000 Penalty: 3242.077148
	Iteration 43Q: 3 clusters Score -2220536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2220546.000000 Penalty: 3242.077148
	Iteration 44Q: 3 clusters Score -2220546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2220546.750000 Penalty: 3242.077148
	Iteration 45Q: 3 clusters Score -2220547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2220549.250000 Penalty: 3242.077148
	Iteration 46Q: 3 clusters Score -2220549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2220553.500000 Penalty: 3242.077148
	Iteration 47Q: 3 clusters Score -2220554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2220559.750000 Penalty: 3242.077148
	Iteration 48Q: 3 clusters Score -2220560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2220565.500000 Penalty: 3242.077148
	Iteration 49Q: 3 clusters Score -2220566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2220570.750000 Penalty: 3242.077148
	Iteration 50Q: 3 clusters Score -2220571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2220570.750000 Penalty: 3242.077148
	Iteration 51Q: 3 clusters Score -2220571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2220578.000000 Penalty: 3242.077148
	Iteration 52Q: 3 clusters Score -2220578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2220585.250000 Penalty: 3242.077148
	Iteration 53Q: 3 clusters Score -2220585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2220591.500000 Penalty: 3242.077148
	Iteration 54Q: 3 clusters Score -2220592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2220602.000000 Penalty: 3242.077148
	Iteration 55Q: 3 clusters Score -2220602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2220613.750000 Penalty: 3242.077148
	Iteration 56Q: 3 clusters Score -2220614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2220622.000000 Penalty: 3242.077148
	Iteration 57Q: 3 clusters Score -2220622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2220626.750000 Penalty: 3242.077148
	Iteration 58Q: 3 clusters Score -2220627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2220640.250000 Penalty: 3242.077148
	Iteration 59Q: 3 clusters Score -2220640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2220647.750000 Penalty: 3242.077148
	Iteration 60F: 3 clusters Score -2220648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2220647.000000 Penalty: 3242.077148
	Iteration 61Q: 3 clusters Score -2220647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2220651.250000 Penalty: 3242.077148
	Iteration 62Q: 3 clusters Score -2220651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2220652.000000 Penalty: 3242.077148
	Iteration 63Q: 3 clusters Score -2220652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2220655.250000 Penalty: 3242.077148
	Iteration 64Q: 3 clusters Score -2220655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2220654.750000 Penalty: 3242.077148
	Iteration 65Q: 3 clusters Score -2220655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2220654.750000 Penalty: 3242.077148
	Iteration 66F: 3 clusters Score -2220655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -265065.000000 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -265065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -262632.937500 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -262632.9 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -263143.125000 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -263143.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -263278.250000 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -263278.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -263383.781250 Penalty: 2559.290283
	Iteration 3F: 3 clusters Score -263383.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -263543.843750 Penalty: 2559.290283
	Iteration 4F: 3 clusters Score -263543.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -263788.843750 Penalty: 2559.290283
	Iteration 5F: 3 clusters Score -263788.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -264207.375000 Penalty: 2559.290283
	Iteration 6F: 3 clusters Score -264207.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264722.062500 Penalty: 2559.290283
	Iteration 7F: 3 clusters Score -264722.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -264977.531250 Penalty: 2559.290283
	Iteration 8F: 3 clusters Score -264977.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -265099.625000 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -265099.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -265191.468750 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -265191.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -265236.906250 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -265236.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -265285.937500 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -265285.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -265341.593750 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -265341.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -265373.593750 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -265373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -265384.687500 Penalty: 2559.290283
	Iteration 15Q: 3 clusters Score -265384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -265394.687500 Penalty: 2559.290283
	Iteration 16Q: 3 clusters Score -265394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -265397.156250 Penalty: 2559.290283
	Iteration 17Q: 3 clusters Score -265397.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -265398.375000 Penalty: 2559.290283
	Iteration 18Q: 3 clusters Score -265398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -265398.843750 Penalty: 2559.290283
	Iteration 19Q: 3 clusters Score -265398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -265401.093750 Penalty: 2559.290283
	Iteration 20F: 3 clusters Score -265401.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -265403.843750 Penalty: 2559.290283
	Iteration 21Q: 3 clusters Score -265403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -265407.906250 Penalty: 2559.290283
	Iteration 22Q: 3 clusters Score -265407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -265410.093750 Penalty: 2559.290283
	Iteration 23Q: 3 clusters Score -265410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -265412.906250 Penalty: 2559.290283
	Iteration 24Q: 3 clusters Score -265412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -265414.843750 Penalty: 2559.290283
	Iteration 25Q: 3 clusters Score -265414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -265415.125000 Penalty: 2559.290283
	Iteration 26Q: 3 clusters Score -265415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -265415.125000 Penalty: 2559.290283
	Iteration 27F: 3 clusters Score -265415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42920 members 
Mstep: Class 3 contains 288894 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283321 members 
Mstep: Class 6 contains 65202 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 14 contains 29646 members 
Mstep: Class 15 contains 93946 members 
Mstep: Class 16 contains 39796 members 
Mstep: Class 18 contains 55559 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
Score: -94143992.000000 Penalty: 40232.003906
Splitting cluster 10 changes total score from -94144432.000000 to -94143992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -266355.031250 Penalty: 1275.515137
	Iteration 0F: 2 clusters Score -266355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -263893.343750 Penalty: 2551.030273
	Iteration 0F: 3 clusters Score -263893.3 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -264441.718750 Penalty: 2551.030273
	Iteration 1F: 3 clusters Score -264441.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264569.468750 Penalty: 2551.030273
	Iteration 2F: 3 clusters Score -264569.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -264636.593750 Penalty: 2551.030273
	Iteration 3Q: 3 clusters Score -264636.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -264692.343750 Penalty: 2551.030273
	Iteration 4Q: 3 clusters Score -264692.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -264744.250000 Penalty: 2551.030273
	Iteration 5Q: 3 clusters Score -264744.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -264801.718750 Penalty: 2551.030273
	Iteration 6Q: 3 clusters Score -264801.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -264846.500000 Penalty: 2551.030273
	Iteration 7Q: 3 clusters Score -264846.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -264892.031250 Penalty: 2551.030273
	Iteration 8Q: 3 clusters Score -264892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -264929.218750 Penalty: 2551.030273
	Iteration 9Q: 3 clusters Score -264929.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -264962.593750 Penalty: 2551.030273
	Iteration 10Q: 3 clusters Score -264962.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -264992.156250 Penalty: 2551.030273
	Iteration 11Q: 3 clusters Score -264992.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -265013.906250 Penalty: 2551.030273
	Iteration 12Q: 3 clusters Score -265013.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -265028.125000 Penalty: 2551.030273
	Iteration 13Q: 3 clusters Score -265028.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -265047.406250 Penalty: 2551.030273
	Iteration 14Q: 3 clusters Score -265047.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -265064.093750 Penalty: 2551.030273
	Iteration 15Q: 3 clusters Score -265064.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -265079.281250 Penalty: 2551.030273
	Iteration 16Q: 3 clusters Score -265079.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -265090.281250 Penalty: 2551.030273
	Iteration 17Q: 3 clusters Score -265090.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -265104.250000 Penalty: 2551.030273
	Iteration 18Q: 3 clusters Score -265104.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -265120.656250 Penalty: 2551.030273
	Iteration 19Q: 3 clusters Score -265120.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -265133.531250 Penalty: 2551.030273
	Iteration 20F: 3 clusters Score -265133.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -265144.437500 Penalty: 2551.030273
	Iteration 21Q: 3 clusters Score -265144.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -265154.656250 Penalty: 2551.030273
	Iteration 22Q: 3 clusters Score -265154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -265162.187500 Penalty: 2551.030273
	Iteration 23Q: 3 clusters Score -265162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -265165.687500 Penalty: 2551.030273
	Iteration 24Q: 3 clusters Score -265165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -265168.375000 Penalty: 2551.030273
	Iteration 25Q: 3 clusters Score -265168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -265171.812500 Penalty: 2551.030273
	Iteration 26Q: 3 clusters Score -265171.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -265180.812500 Penalty: 2551.030273
	Iteration 27Q: 3 clusters Score -265180.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -265188.281250 Penalty: 2551.030273
	Iteration 28Q: 3 clusters Score -265188.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -265195.625000 Penalty: 2551.030273
	Iteration 29Q: 3 clusters Score -265195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -265200.468750 Penalty: 2551.030273
	Iteration 30Q: 3 clusters Score -265200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -265206.250000 Penalty: 2551.030273
	Iteration 31Q: 3 clusters Score -265206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -265207.593750 Penalty: 2551.030273
	Iteration 32Q: 3 clusters Score -265207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -265211.187500 Penalty: 2551.030273
	Iteration 33Q: 3 clusters Score -265211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -265214.250000 Penalty: 2551.030273
	Iteration 34Q: 3 clusters Score -265214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -265217.125000 Penalty: 2551.030273
	Iteration 35Q: 3 clusters Score -265217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -265218.625000 Penalty: 2551.030273
	Iteration 36Q: 3 clusters Score -265218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -265218.625000 Penalty: 2551.030273
	Iteration 37F: 3 clusters Score -265218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Entering Unmasked Estep 
Score: -3065451.250000 Penalty: 1673.276001
	Iteration 0F: 2 clusters Score -3065451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3045297.750000 Penalty: 3346.552002
	Iteration 0F: 3 clusters Score -3045298 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3053221.750000 Penalty: 3346.552002
	Iteration 1F: 3 clusters Score -3053222 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3053907.750000 Penalty: 3346.552002
	Iteration 2F: 3 clusters Score -3053908 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3054900.500000 Penalty: 3346.552002
	Iteration 3F: 3 clusters Score -3054900 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3056513.750000 Penalty: 3346.552002
	Iteration 4F: 3 clusters Score -3056514 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3058724.000000 Penalty: 3346.552002
	Iteration 5F: 3 clusters Score -3058724 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3061018.500000 Penalty: 3346.552002
	Iteration 6F: 3 clusters Score -3061018 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3062634.500000 Penalty: 3346.552002
	Iteration 7F: 3 clusters Score -3062634 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3063452.000000 Penalty: 3346.552002
	Iteration 8Q: 3 clusters Score -3063452 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -3063784.000000 Penalty: 3346.552002
	Iteration 9Q: 3 clusters Score -3063784 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3063948.500000 Penalty: 3346.552002
	Iteration 10Q: 3 clusters Score -3063948 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3064031.000000 Penalty: 3346.552002
	Iteration 11Q: 3 clusters Score -3064031 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3064084.250000 Penalty: 3346.552002
	Iteration 12Q: 3 clusters Score -3064084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3064117.000000 Penalty: 3346.552002
	Iteration 13Q: 3 clusters Score -3064117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3064127.000000 Penalty: 3346.552002
	Iteration 14Q: 3 clusters Score -3064127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3064146.000000 Penalty: 3346.552002
	Iteration 15Q: 3 clusters Score -3064146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3064170.250000 Penalty: 3346.552002
	Iteration 16Q: 3 clusters Score -3064170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3064184.500000 Penalty: 3346.552002
	Iteration 17Q: 3 clusters Score -3064184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3064192.000000 Penalty: 3346.552002
	Iteration 18Q: 3 clusters Score -3064192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3064209.750000 Penalty: 3346.552002
	Iteration 19Q: 3 clusters Score -3064210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3064213.250000 Penalty: 3346.552002
	Iteration 20F: 3 clusters Score -3064213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3064221.250000 Penalty: 3346.552002
	Iteration 21Q: 3 clusters Score -3064221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -3064223.000000 Penalty: 3346.552002
	Iteration 22Q: 3 clusters Score -3064223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3064224.250000 Penalty: 3346.552002
	Iteration 23Q: 3 clusters Score -3064224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3064225.000000 Penalty: 3346.552002
	Iteration 24Q: 3 clusters Score -3064225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3064225.000000 Penalty: 3346.552002
	Iteration 25F: 3 clusters Score -3064225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Entering Unmasked Estep 
Score: -9725622.000000 Penalty: 1860.702271
	Iteration 0F: 2 clusters Score -9725622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -9662869.000000 Penalty: 3721.404541
	Iteration 0F: 3 clusters Score -9662869 nChanged 44932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9688570.000000 Penalty: 3721.404541
	Iteration 1F: 3 clusters Score -9688570 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -9689149.000000 Penalty: 3721.404541
	Iteration 2Q: 3 clusters Score -9689149 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -9689886.000000 Penalty: 3721.404541
	Iteration 3Q: 3 clusters Score -9689886 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -9690876.000000 Penalty: 3721.404541
	Iteration 4Q: 3 clusters Score -9690876 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -9692390.000000 Penalty: 3721.404541
	Iteration 5Q: 3 clusters Score -9692390 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -9694781.000000 Penalty: 3721.404541
	Iteration 6Q: 3 clusters Score -9694781 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -9698356.000000 Penalty: 3721.404541
	Iteration 7F: 3 clusters Score -9698356 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -9703003.000000 Penalty: 3721.404541
	Iteration 8F: 3 clusters Score -9703003 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -9708157.000000 Penalty: 3721.404541
	Iteration 9F: 3 clusters Score -9708157 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -9712703.000000 Penalty: 3721.404541
	Iteration 10F: 3 clusters Score -9712703 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -9715847.000000 Penalty: 3721.404541
	Iteration 11Q: 3 clusters Score -9715847 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -9717691.000000 Penalty: 3721.404541
	Iteration 12Q: 3 clusters Score -9717691 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -9718809.000000 Penalty: 3721.404541
	Iteration 13Q: 3 clusters Score -9718809 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -9719689.000000 Penalty: 3721.404541
	Iteration 14Q: 3 clusters Score -9719689 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -9720530.000000 Penalty: 3721.404541
	Iteration 15Q: 3 clusters Score -9720530 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 87316 members 
Entering Unmasked Estep 
Score: -9721209.000000 Penalty: 3721.404541
	Iteration 16Q: 3 clusters Score -9721209 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -9721727.000000 Penalty: 3721.404541
	Iteration 17Q: 3 clusters Score -9721727 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -9722150.000000 Penalty: 3721.404541
	Iteration 18Q: 3 clusters Score -9722150 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -9722499.000000 Penalty: 3721.404541
	Iteration 19Q: 3 clusters Score -9722499 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -9722717.000000 Penalty: 3721.404541
	Iteration 20F: 3 clusters Score -9722717 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -9722917.000000 Penalty: 3721.404541
	Iteration 21Q: 3 clusters Score -9722917 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 91222 members 
Entering Unmasked Estep 
Score: -9723100.000000 Penalty: 3721.404541
	Iteration 22Q: 3 clusters Score -9723100 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -9723252.000000 Penalty: 3721.404541
	Iteration 23Q: 3 clusters Score -9723252 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -9723375.000000 Penalty: 3721.404541
	Iteration 24Q: 3 clusters Score -9723375 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 92062 members 
Entering Unmasked Estep 
Score: -9723509.000000 Penalty: 3721.404541
	Iteration 25Q: 3 clusters Score -9723509 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -9723604.000000 Penalty: 3721.404541
	Iteration 26Q: 3 clusters Score -9723604 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -9723677.000000 Penalty: 3721.404541
	Iteration 27Q: 3 clusters Score -9723677 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -9723731.000000 Penalty: 3721.404541
	Iteration 28Q: 3 clusters Score -9723731 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 92700 members 
Entering Unmasked Estep 
Score: -9723775.000000 Penalty: 3721.404541
	Iteration 29Q: 3 clusters Score -9723775 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 92782 members 
Entering Unmasked Estep 
Score: -9723799.000000 Penalty: 3721.404541
	Iteration 30Q: 3 clusters Score -9723799 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -9723851.000000 Penalty: 3721.404541
	Iteration 31Q: 3 clusters Score -9723851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -9723889.000000 Penalty: 3721.404541
	Iteration 32Q: 3 clusters Score -9723889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -9723925.000000 Penalty: 3721.404541
	Iteration 33Q: 3 clusters Score -9723925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -9723945.000000 Penalty: 3721.404541
	Iteration 34Q: 3 clusters Score -9723945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -9723984.000000 Penalty: 3721.404541
	Iteration 35Q: 3 clusters Score -9723984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -9724012.000000 Penalty: 3721.404541
	Iteration 36Q: 3 clusters Score -9724012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -9724008.000000 Penalty: 3721.404541
	Iteration 37Q: 3 clusters Score -9724008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -9724015.000000 Penalty: 3721.404541
	Iteration 38Q: 3 clusters Score -9724015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -9724024.000000 Penalty: 3721.404541
	Iteration 39Q: 3 clusters Score -9724024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -9724035.000000 Penalty: 3721.404541
	Iteration 40F: 3 clusters Score -9724035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 93164 members 
Entering Unmasked Estep 
Score: -9724043.000000 Penalty: 3721.404541
	Iteration 41Q: 3 clusters Score -9724043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -9724044.000000 Penalty: 3721.404541
	Iteration 42Q: 3 clusters Score -9724044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -9724056.000000 Penalty: 3721.404541
	Iteration 43Q: 3 clusters Score -9724056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -9724062.000000 Penalty: 3721.404541
	Iteration 44Q: 3 clusters Score -9724062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -9724082.000000 Penalty: 3721.404541
	Iteration 45Q: 3 clusters Score -9724082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -9724086.000000 Penalty: 3721.404541
	Iteration 46Q: 3 clusters Score -9724086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -9724089.000000 Penalty: 3721.404541
	Iteration 47Q: 3 clusters Score -9724089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 93219 members 
Entering Unmasked Estep 
Score: -9724092.000000 Penalty: 3721.404541
	Iteration 48Q: 3 clusters Score -9724092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -9724094.000000 Penalty: 3721.404541
	Iteration 49Q: 3 clusters Score -9724094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 93226 members 
Entering Unmasked Estep 
Score: -9724101.000000 Penalty: 3721.404541
	Iteration 50Q: 3 clusters Score -9724101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -9724099.000000 Penalty: 3721.404541
	Iteration 51Q: 3 clusters Score -9724099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -9724096.000000 Penalty: 3721.404541
	Iteration 52Q: 3 clusters Score -9724096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -9724102.000000 Penalty: 3721.404541
	Iteration 53Q: 3 clusters Score -9724102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -9724102.000000 Penalty: 3721.404541
	Iteration 54F: 3 clusters Score -9724102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Entering Unmasked Estep 
Score: -4106104.750000 Penalty: 1721.122192
	Iteration 0F: 2 clusters Score -4106105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4079428.750000 Penalty: 3442.244385
	Iteration 0F: 3 clusters Score -4079429 nChanged 18416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4090139.250000 Penalty: 3442.244385
	Iteration 1F: 3 clusters Score -4090139 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4091139.750000 Penalty: 3442.244385
	Iteration 2F: 3 clusters Score -4091140 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -4092464.750000 Penalty: 3442.244385
	Iteration 3F: 3 clusters Score -4092465 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4094240.000000 Penalty: 3442.244385
	Iteration 4F: 3 clusters Score -4094240 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4096572.000000 Penalty: 3442.244385
	Iteration 5F: 3 clusters Score -4096572 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4098922.000000 Penalty: 3442.244385
	Iteration 6F: 3 clusters Score -4098922 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -4100439.250000 Penalty: 3442.244385
	Iteration 7F: 3 clusters Score -4100439 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -4101163.000000 Penalty: 3442.244385
	Iteration 8Q: 3 clusters Score -4101163 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -4101524.750000 Penalty: 3442.244385
	Iteration 9Q: 3 clusters Score -4101525 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -4101766.750000 Penalty: 3442.244385
	Iteration 10Q: 3 clusters Score -4101767 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4101950.250000 Penalty: 3442.244385
	Iteration 11Q: 3 clusters Score -4101950 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -4102082.500000 Penalty: 3442.244385
	Iteration 12Q: 3 clusters Score -4102082 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4102237.500000 Penalty: 3442.244385
	Iteration 13Q: 3 clusters Score -4102238 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -4102386.000000 Penalty: 3442.244385
	Iteration 14Q: 3 clusters Score -4102386 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -4102536.250000 Penalty: 3442.244385
	Iteration 15Q: 3 clusters Score -4102536 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -4102678.500000 Penalty: 3442.244385
	Iteration 16Q: 3 clusters Score -4102678 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4102840.500000 Penalty: 3442.244385
	Iteration 17Q: 3 clusters Score -4102840 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4102959.750000 Penalty: 3442.244385
	Iteration 18Q: 3 clusters Score -4102960 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -4103074.750000 Penalty: 3442.244385
	Iteration 19Q: 3 clusters Score -4103075 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -4103202.000000 Penalty: 3442.244385
	Iteration 20F: 3 clusters Score -4103202 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4103327.750000 Penalty: 3442.244385
	Iteration 21Q: 3 clusters Score -4103328 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4103417.750000 Penalty: 3442.244385
	Iteration 22Q: 3 clusters Score -4103418 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -4103538.500000 Penalty: 3442.244385
	Iteration 23Q: 3 clusters Score -4103538 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -4103630.250000 Penalty: 3442.244385
	Iteration 24Q: 3 clusters Score -4103630 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -4103761.250000 Penalty: 3442.244385
	Iteration 25Q: 3 clusters Score -4103761 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4103875.250000 Penalty: 3442.244385
	Iteration 26Q: 3 clusters Score -4103875 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4103957.000000 Penalty: 3442.244385
	Iteration 27Q: 3 clusters Score -4103957 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4104059.000000 Penalty: 3442.244385
	Iteration 28Q: 3 clusters Score -4104059 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4104156.000000 Penalty: 3442.244385
	Iteration 29Q: 3 clusters Score -4104156 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4104245.750000 Penalty: 3442.244385
	Iteration 30Q: 3 clusters Score -4104246 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4104333.500000 Penalty: 3442.244385
	Iteration 31Q: 3 clusters Score -4104334 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4104418.500000 Penalty: 3442.244385
	Iteration 32Q: 3 clusters Score -4104418 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4104505.500000 Penalty: 3442.244385
	Iteration 33Q: 3 clusters Score -4104506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4104583.500000 Penalty: 3442.244385
	Iteration 34Q: 3 clusters Score -4104584 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4104639.250000 Penalty: 3442.244385
	Iteration 35Q: 3 clusters Score -4104639 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4104670.000000 Penalty: 3442.244385
	Iteration 36Q: 3 clusters Score -4104670 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4104700.500000 Penalty: 3442.244385
	Iteration 37Q: 3 clusters Score -4104700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4104724.750000 Penalty: 3442.244385
	Iteration 38Q: 3 clusters Score -4104725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4104742.750000 Penalty: 3442.244385
	Iteration 39Q: 3 clusters Score -4104743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4104763.250000 Penalty: 3442.244385
	Iteration 40F: 3 clusters Score -4104763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4104771.750000 Penalty: 3442.244385
	Iteration 41Q: 3 clusters Score -4104772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4104795.000000 Penalty: 3442.244385
	Iteration 42Q: 3 clusters Score -4104795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4104807.500000 Penalty: 3442.244385
	Iteration 43Q: 3 clusters Score -4104808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4104818.750000 Penalty: 3442.244385
	Iteration 44Q: 3 clusters Score -4104819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4104841.250000 Penalty: 3442.244385
	Iteration 45Q: 3 clusters Score -4104841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4104855.250000 Penalty: 3442.244385
	Iteration 46Q: 3 clusters Score -4104855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4104861.000000 Penalty: 3442.244385
	Iteration 47Q: 3 clusters Score -4104861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4104859.500000 Penalty: 3442.244385
	Iteration 48Q: 3 clusters Score -4104860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4104863.750000 Penalty: 3442.244385
	Iteration 49Q: 3 clusters Score -4104864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4104861.500000 Penalty: 3442.244385
	Iteration 50Q: 3 clusters Score -4104862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4104867.500000 Penalty: 3442.244385
	Iteration 51Q: 3 clusters Score -4104868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4104863.500000 Penalty: 3442.244385
	Iteration 52Q: 3 clusters Score -4104864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4104860.750000 Penalty: 3442.244385
	Iteration 53Q: 3 clusters Score -4104861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4104857.250000 Penalty: 3442.244385
	Iteration 54Q: 3 clusters Score -4104857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4104862.000000 Penalty: 3442.244385
	Iteration 55Q: 3 clusters Score -4104862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4104858.500000 Penalty: 3442.244385
	Iteration 56Q: 3 clusters Score -4104858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4104865.500000 Penalty: 3442.244385
	Iteration 57Q: 3 clusters Score -4104866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4104868.500000 Penalty: 3442.244385
	Iteration 58Q: 3 clusters Score -4104868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4104866.250000 Penalty: 3442.244385
	Iteration 59Q: 3 clusters Score -4104866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4104880.500000 Penalty: 3442.244385
	Iteration 60F: 3 clusters Score -4104880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4104883.750000 Penalty: 3442.244385
	Iteration 61Q: 3 clusters Score -4104884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4104882.250000 Penalty: 3442.244385
	Iteration 62Q: 3 clusters Score -4104882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4104887.500000 Penalty: 3442.244385
	Iteration 63Q: 3 clusters Score -4104888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4104890.250000 Penalty: 3442.244385
	Iteration 64Q: 3 clusters Score -4104890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4104894.250000 Penalty: 3442.244385
	Iteration 65Q: 3 clusters Score -4104894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4104895.000000 Penalty: 3442.244385
	Iteration 66Q: 3 clusters Score -4104895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4104900.250000 Penalty: 3442.244385
	Iteration 67Q: 3 clusters Score -4104900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4104900.750000 Penalty: 3442.244385
	Iteration 68Q: 3 clusters Score -4104901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4104900.750000 Penalty: 3442.244385
	Iteration 69F: 3 clusters Score -4104901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Entering Unmasked Estep 
Score: -5501872.500000 Penalty: 1775.345093
	Iteration 0F: 2 clusters Score -5501872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -5464683.500000 Penalty: 3550.690186
	Iteration 0F: 3 clusters Score -5464684 nChanged 26140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -5479288.000000 Penalty: 3550.690186
	Iteration 1F: 3 clusters Score -5479288 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -5479775.000000 Penalty: 3550.690186
	Iteration 2Q: 3 clusters Score -5479775 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -5480488.500000 Penalty: 3550.690186
	Iteration 3Q: 3 clusters Score -5480488 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -5481627.000000 Penalty: 3550.690186
	Iteration 4Q: 3 clusters Score -5481627 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -5483396.500000 Penalty: 3550.690186
	Iteration 5F: 3 clusters Score -5483396 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -5485938.500000 Penalty: 3550.690186
	Iteration 6F: 3 clusters Score -5485938 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -5488741.500000 Penalty: 3550.690186
	Iteration 7F: 3 clusters Score -5488742 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -5491262.000000 Penalty: 3550.690186
	Iteration 8F: 3 clusters Score -5491262 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -5492952.000000 Penalty: 3550.690186
	Iteration 9F: 3 clusters Score -5492952 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -5493950.000000 Penalty: 3550.690186
	Iteration 10Q: 3 clusters Score -5493950 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -5494541.000000 Penalty: 3550.690186
	Iteration 11Q: 3 clusters Score -5494541 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -5495110.500000 Penalty: 3550.690186
	Iteration 12Q: 3 clusters Score -5495110 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -5496009.500000 Penalty: 3550.690186
	Iteration 13Q: 3 clusters Score -5496010 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5497307.500000 Penalty: 3550.690186
	Iteration 14Q: 3 clusters Score -5497308 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5498786.500000 Penalty: 3550.690186
	Iteration 15Q: 3 clusters Score -5498786 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5499426.500000 Penalty: 3550.690186
	Iteration 16Q: 3 clusters Score -5499426 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5499772.000000 Penalty: 3550.690186
	Iteration 17Q: 3 clusters Score -5499772 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5500026.500000 Penalty: 3550.690186
	Iteration 18Q: 3 clusters Score -5500026 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5500239.000000 Penalty: 3550.690186
	Iteration 19Q: 3 clusters Score -5500239 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5500443.500000 Penalty: 3550.690186
	Iteration 20F: 3 clusters Score -5500444 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5500596.500000 Penalty: 3550.690186
	Iteration 21Q: 3 clusters Score -5500596 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5500726.500000 Penalty: 3550.690186
	Iteration 22Q: 3 clusters Score -5500726 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5500838.000000 Penalty: 3550.690186
	Iteration 23Q: 3 clusters Score -5500838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5500900.500000 Penalty: 3550.690186
	Iteration 24Q: 3 clusters Score -5500900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5500937.500000 Penalty: 3550.690186
	Iteration 25Q: 3 clusters Score -5500938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5500987.500000 Penalty: 3550.690186
	Iteration 26Q: 3 clusters Score -5500988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5501022.500000 Penalty: 3550.690186
	Iteration 27Q: 3 clusters Score -5501022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5501057.500000 Penalty: 3550.690186
	Iteration 28Q: 3 clusters Score -5501058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5501086.500000 Penalty: 3550.690186
	Iteration 29Q: 3 clusters Score -5501086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5501111.500000 Penalty: 3550.690186
	Iteration 30Q: 3 clusters Score -5501112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5501138.000000 Penalty: 3550.690186
	Iteration 31Q: 3 clusters Score -5501138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5501147.500000 Penalty: 3550.690186
	Iteration 32Q: 3 clusters Score -5501148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5501156.000000 Penalty: 3550.690186
	Iteration 33Q: 3 clusters Score -5501156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5501157.000000 Penalty: 3550.690186
	Iteration 34Q: 3 clusters Score -5501157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5501167.500000 Penalty: 3550.690186
	Iteration 35Q: 3 clusters Score -5501168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5501166.000000 Penalty: 3550.690186
	Iteration 36Q: 3 clusters Score -5501166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5501170.500000 Penalty: 3550.690186
	Iteration 37Q: 3 clusters Score -5501170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5501167.500000 Penalty: 3550.690186
	Iteration 38Q: 3 clusters Score -5501168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5501167.500000 Penalty: 3550.690186
	Iteration 39F: 3 clusters Score -5501168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -292184.687500 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -292184.7 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 1314 members 
Entering Unmasked Estep 
Score: -289611.843750 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -289611.8 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -290193.187500 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -290193.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -290297.375000 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -290297.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -290364.531250 Penalty: 2572.132080
	Iteration 3Q: 3 clusters Score -290364.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -290415.781250 Penalty: 2572.132080
	Iteration 4Q: 3 clusters Score -290415.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -290452.375000 Penalty: 2572.132080
	Iteration 5Q: 3 clusters Score -290452.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -290479.906250 Penalty: 2572.132080
	Iteration 6Q: 3 clusters Score -290479.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -290508.343750 Penalty: 2572.132080
	Iteration 7Q: 3 clusters Score -290508.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -290528.843750 Penalty: 2572.132080
	Iteration 8Q: 3 clusters Score -290528.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -290549.375000 Penalty: 2572.132080
	Iteration 9Q: 3 clusters Score -290549.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -290573.968750 Penalty: 2572.132080
	Iteration 10Q: 3 clusters Score -290574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -290592.781250 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -290592.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -290613.718750 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -290613.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -290633.093750 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -290633.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -290651.656250 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -290651.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -290668.562500 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -290668.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -290690.000000 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -290690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -290712.968750 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -290713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -290730.531250 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -290730.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -290749.500000 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -290749.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -290768.687500 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -290768.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -290793.906250 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -290793.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -290825.687500 Penalty: 2572.132080
	Iteration 22Q: 3 clusters Score -290825.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -290854.375000 Penalty: 2572.132080
	Iteration 23Q: 3 clusters Score -290854.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -290881.781250 Penalty: 2572.132080
	Iteration 24Q: 3 clusters Score -290881.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -290907.562500 Penalty: 2572.132080
	Iteration 25Q: 3 clusters Score -290907.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -290921.906250 Penalty: 2572.132080
	Iteration 26Q: 3 clusters Score -290921.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -290935.968750 Penalty: 2572.132080
	Iteration 27Q: 3 clusters Score -290936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -290949.937500 Penalty: 2572.132080
	Iteration 28Q: 3 clusters Score -290949.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -290961.500000 Penalty: 2572.132080
	Iteration 29Q: 3 clusters Score -290961.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -290979.250000 Penalty: 2572.132080
	Iteration 30Q: 3 clusters Score -290979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -290990.218750 Penalty: 2572.132080
	Iteration 31Q: 3 clusters Score -290990.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -291002.531250 Penalty: 2572.132080
	Iteration 32Q: 3 clusters Score -291002.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -291009.562500 Penalty: 2572.132080
	Iteration 33Q: 3 clusters Score -291009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -291015.031250 Penalty: 2572.132080
	Iteration 34Q: 3 clusters Score -291015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -291018.031250 Penalty: 2572.132080
	Iteration 35Q: 3 clusters Score -291018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -291024.968750 Penalty: 2572.132080
	Iteration 36Q: 3 clusters Score -291025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -291027.843750 Penalty: 2572.132080
	Iteration 37Q: 3 clusters Score -291027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -291029.937500 Penalty: 2572.132080
	Iteration 38Q: 3 clusters Score -291029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -291034.468750 Penalty: 2572.132080
	Iteration 39Q: 3 clusters Score -291034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -291041.156250 Penalty: 2572.132080
	Iteration 40F: 3 clusters Score -291041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -291042.187500 Penalty: 2572.132080
	Iteration 41Q: 3 clusters Score -291042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -291042.781250 Penalty: 2572.132080
	Iteration 42Q: 3 clusters Score -291042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -291042.750000 Penalty: 2572.132080
	Iteration 43Q: 3 clusters Score -291042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -291042.750000 Penalty: 2572.132080
	Iteration 44F: 3 clusters Score -291042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -218303.312500 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -218303.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -216053.406250 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -216053.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -216608.750000 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -216608.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -216756.218750 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -216756.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -216828.703125 Penalty: 2507.415283
	Iteration 3Q: 3 clusters Score -216828.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -216884.828125 Penalty: 2507.415283
	Iteration 4Q: 3 clusters Score -216884.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -216934.781250 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -216934.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -216978.500000 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -216978.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -217012.578125 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -217012.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -217038.281250 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -217038.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -217062.703125 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -217062.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -217088.968750 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -217089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -217118.984375 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -217119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -217156.421875 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -217156.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -217208.828125 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -217208.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -217285.453125 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -217285.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -217394.937500 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -217394.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -217503.484375 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -217503.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -217550.765625 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -217550.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -217576.125000 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -217576.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -217594.953125 Penalty: 2507.415283
	Iteration 19Q: 3 clusters Score -217595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -217607.156250 Penalty: 2507.415283
	Iteration 20F: 3 clusters Score -217607.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -217614.796875 Penalty: 2507.415283
	Iteration 21Q: 3 clusters Score -217614.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -217618.453125 Penalty: 2507.415283
	Iteration 22Q: 3 clusters Score -217618.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -217621.343750 Penalty: 2507.415283
	Iteration 23Q: 3 clusters Score -217621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -217622.312500 Penalty: 2507.415283
	Iteration 24Q: 3 clusters Score -217622.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -217623.156250 Penalty: 2507.415283
	Iteration 25Q: 3 clusters Score -217623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -217624.281250 Penalty: 2507.415283
	Iteration 26Q: 3 clusters Score -217624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -217624.937500 Penalty: 2507.415283
	Iteration 27Q: 3 clusters Score -217624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -217625.484375 Penalty: 2507.415283
	Iteration 28Q: 3 clusters Score -217625.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -217627.906250 Penalty: 2507.415283
	Iteration 29Q: 3 clusters Score -217627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -217629.906250 Penalty: 2507.415283
	Iteration 30Q: 3 clusters Score -217629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -217634.312500 Penalty: 2507.415283
	Iteration 31Q: 3 clusters Score -217634.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -217638.250000 Penalty: 2507.415283
	Iteration 32Q: 3 clusters Score -217638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -217640.828125 Penalty: 2507.415283
	Iteration 33Q: 3 clusters Score -217640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -217644.093750 Penalty: 2507.415283
	Iteration 34Q: 3 clusters Score -217644.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -217649.703125 Penalty: 2507.415283
	Iteration 35Q: 3 clusters Score -217649.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -217657.328125 Penalty: 2507.415283
	Iteration 36Q: 3 clusters Score -217657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -217659.687500 Penalty: 2507.415283
	Iteration 37Q: 3 clusters Score -217659.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -217660.500000 Penalty: 2507.415283
	Iteration 38Q: 3 clusters Score -217660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -217662.546875 Penalty: 2507.415283
	Iteration 39Q: 3 clusters Score -217662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -217664.359375 Penalty: 2507.415283
	Iteration 40F: 3 clusters Score -217664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -217666.171875 Penalty: 2507.415283
	Iteration 41Q: 3 clusters Score -217666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -217666.765625 Penalty: 2507.415283
	Iteration 42Q: 3 clusters Score -217666.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -217666.765625 Penalty: 2507.415283
	Iteration 43F: 3 clusters Score -217666.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42920 members 
Mstep: Class 3 contains 288894 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283321 members 
Mstep: Class 6 contains 65202 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29646 members 
Mstep: Class 15 contains 93946 members 
Mstep: Class 16 contains 39796 members 
Mstep: Class 18 contains 55559 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144464.000000 Penalty: 37996.894531
Iteration 159Q: 18 clusters Score -9.414446e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42940 members 
Mstep: Class 3 contains 288897 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283300 members 
Mstep: Class 6 contains 65205 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29637 members 
Mstep: Class 15 contains 93951 members 
Mstep: Class 16 contains 39796 members 
Mstep: Class 18 contains 55556 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144400.000000 Penalty: 37996.894531
Iteration 160F: 18 clusters Score -9.41444e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42951 members 
Mstep: Class 3 contains 288900 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283287 members 
Mstep: Class 6 contains 65212 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2112 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29627 members 
Mstep: Class 15 contains 93952 members 
Mstep: Class 16 contains 39796 members 
Mstep: Class 18 contains 55556 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144448.000000 Penalty: 37996.894531
Iteration 161Q: 18 clusters Score -9.414445e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42959 members 
Mstep: Class 3 contains 288908 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283274 members 
Mstep: Class 6 contains 65217 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93955 members 
Mstep: Class 16 contains 39796 members 
Mstep: Class 18 contains 55556 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144416.000000 Penalty: 37996.894531
Iteration 162Q: 18 clusters Score -9.414442e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42970 members 
Mstep: Class 3 contains 288911 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283263 members 
Mstep: Class 6 contains 65223 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29613 members 
Mstep: Class 15 contains 93954 members 
Mstep: Class 16 contains 39797 members 
Mstep: Class 18 contains 55554 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144424.000000 Penalty: 37996.894531
Iteration 163Q: 18 clusters Score -9.414442e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42974 members 
Mstep: Class 3 contains 288905 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283259 members 
Mstep: Class 6 contains 65226 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 21495 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29614 members 
Mstep: Class 15 contains 93955 members 
Mstep: Class 16 contains 39800 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144344.000000 Penalty: 37996.894531
Iteration 164Q: 18 clusters Score -9.414434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42980 members 
Mstep: Class 3 contains 288902 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283250 members 
Mstep: Class 6 contains 65228 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2105 members 
Mstep: Class 9 contains 21495 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29614 members 
Mstep: Class 15 contains 93958 members 
Mstep: Class 16 contains 39799 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144360.000000 Penalty: 37996.894531
Iteration 165Q: 18 clusters Score -9.414436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42987 members 
Mstep: Class 3 contains 288898 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283239 members 
Mstep: Class 6 contains 65231 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29616 members 
Mstep: Class 15 contains 93960 members 
Mstep: Class 16 contains 39801 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144408.000000 Penalty: 37996.894531
Iteration 166Q: 18 clusters Score -9.414441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42989 members 
Mstep: Class 3 contains 288893 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283237 members 
Mstep: Class 6 contains 65233 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93960 members 
Mstep: Class 16 contains 39804 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144360.000000 Penalty: 37996.894531
Iteration 167Q: 18 clusters Score -9.414436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42996 members 
Mstep: Class 3 contains 288898 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283225 members 
Mstep: Class 6 contains 65234 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93959 members 
Mstep: Class 16 contains 39805 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144368.000000 Penalty: 37996.894531
Iteration 168Q: 18 clusters Score -9.414437e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43002 members 
Mstep: Class 3 contains 288901 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283221 members 
Mstep: Class 6 contains 65236 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 21494 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93957 members 
Mstep: Class 16 contains 39806 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144368.000000 Penalty: 37996.894531
Iteration 169Q: 18 clusters Score -9.414437e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43005 members 
Mstep: Class 3 contains 288896 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283224 members 
Mstep: Class 6 contains 65237 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2095 members 
Mstep: Class 9 contains 21493 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29619 members 
Mstep: Class 15 contains 93956 members 
Mstep: Class 16 contains 39806 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144408.000000 Penalty: 37996.894531
Iteration 170Q: 18 clusters Score -9.414441e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43009 members 
Mstep: Class 3 contains 288894 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283215 members 
Mstep: Class 6 contains 65237 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2092 members 
Mstep: Class 9 contains 21494 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29619 members 
Mstep: Class 15 contains 93960 members 
Mstep: Class 16 contains 39806 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144360.000000 Penalty: 37996.894531
Iteration 171Q: 18 clusters Score -9.414436e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43012 members 
Mstep: Class 3 contains 288894 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283202 members 
Mstep: Class 6 contains 65237 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2091 members 
Mstep: Class 9 contains 21495 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29619 members 
Mstep: Class 15 contains 93966 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 22 contains 2243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144368.000000 Penalty: 37996.894531
Iteration 172Q: 18 clusters Score -9.414437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 43013 members 
Mstep: Class 3 contains 288899 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283194 members 
Mstep: Class 6 contains 65238 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2088 members 
Mstep: Class 9 contains 21495 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93970 members 
Mstep: Class 16 contains 39807 members 
Mstep: Class 18 contains 55553 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 22 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144448.000000 Penalty: 37996.894531
Iteration 173Q: 18 clusters Score -9.414445e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 43018 members 
Mstep: Class 3 contains 288896 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283190 members 
Mstep: Class 6 contains 65239 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21495 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93972 members 
Mstep: Class 16 contains 39809 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 22 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144488.000000 Penalty: 37996.894531
Iteration 174Q: 18 clusters Score -9.414449e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43018 members 
Mstep: Class 3 contains 288892 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283194 members 
Mstep: Class 6 contains 65240 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93976 members 
Mstep: Class 16 contains 39810 members 
Mstep: Class 18 contains 55551 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 22 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144512.000000 Penalty: 37996.894531
Iteration 175Q: 18 clusters Score -9.414451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43020 members 
Mstep: Class 3 contains 288896 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283189 members 
Mstep: Class 6 contains 65240 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29619 members 
Mstep: Class 15 contains 93973 members 
Mstep: Class 16 contains 39809 members 
Mstep: Class 18 contains 55548 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 22 contains 2248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144464.000000 Penalty: 37996.894531
Iteration 176Q: 18 clusters Score -9.414446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43022 members 
Mstep: Class 3 contains 288893 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283189 members 
Mstep: Class 6 contains 65242 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21495 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29619 members 
Mstep: Class 15 contains 93971 members 
Mstep: Class 16 contains 39809 members 
Mstep: Class 18 contains 55548 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144464.000000 Penalty: 37996.894531
Iteration 177Q: 18 clusters Score -9.414446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43024 members 
Mstep: Class 3 contains 288892 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283187 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21495 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29619 members 
Mstep: Class 15 contains 93970 members 
Mstep: Class 16 contains 39809 members 
Mstep: Class 18 contains 55548 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144480.000000 Penalty: 37996.894531
Iteration 178Q: 18 clusters Score -9.414448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43024 members 
Mstep: Class 3 contains 288890 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283187 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29619 members 
Mstep: Class 15 contains 93973 members 
Mstep: Class 16 contains 39809 members 
Mstep: Class 18 contains 55548 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144456.000000 Penalty: 37996.894531
Iteration 179Q: 18 clusters Score -9.414446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43024 members 
Mstep: Class 3 contains 288888 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283192 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93974 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55548 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144480.000000 Penalty: 37996.894531
Iteration 180F: 18 clusters Score -9.414448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288886 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283192 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93977 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55548 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144448.000000 Penalty: 37996.894531
Iteration 181Q: 18 clusters Score -9.414445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288885 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283188 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93980 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55548 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144488.000000 Penalty: 37996.894531
Iteration 182Q: 18 clusters Score -9.414449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288886 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283185 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93982 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55547 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144464.000000 Penalty: 37996.894531
Iteration 183Q: 18 clusters Score -9.414446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288886 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283185 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93983 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55547 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144464.000000 Penalty: 37996.894531
Iteration 184Q: 18 clusters Score -9.414446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288887 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283183 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93984 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55547 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144432.000000 Penalty: 37996.894531
Iteration 185Q: 18 clusters Score -9.414443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288887 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283182 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93985 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55547 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144416.000000 Penalty: 37996.894531
Iteration 186Q: 18 clusters Score -9.414442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288887 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283181 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93986 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55547 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144400.000000 Penalty: 37996.894531
Iteration 187Q: 18 clusters Score -9.41444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288887 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283180 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93987 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55547 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144424.000000 Penalty: 37996.894531
Iteration 188Q: 18 clusters Score -9.414442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288886 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283181 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93987 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55547 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144408.000000 Penalty: 37996.894531
Iteration 189Q: 18 clusters Score -9.414441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288886 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283181 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93987 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55547 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94144408.000000 Penalty: 37996.894531
Iteration 190F: 18 clusters Score -9.414441e+07 nChanged 0
Entering ConstructFrom: 
Score: -94144408.000000 Penalty: 37996.894531
Entering ConstructFrom: 
Trying to split cluster 1 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -51895.156250 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -51895.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50761.468750 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -50761.47 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50984.164062 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -50984.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51086.429688 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -51086.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51140.671875 Penalty: 2076.282471
	Iteration 3F: 3 clusters Score -51140.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51179.433594 Penalty: 2076.282471
	Iteration 4Q: 3 clusters Score -51179.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51195.179688 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -51195.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51200.753906 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -51200.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51202.867188 Penalty: 2076.282471
	Iteration 7Q: 3 clusters Score -51202.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51207.699219 Penalty: 2076.282471
	Iteration 8Q: 3 clusters Score -51207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51210.531250 Penalty: 2076.282471
	Iteration 9Q: 3 clusters Score -51210.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51212.753906 Penalty: 2076.282471
	Iteration 10Q: 3 clusters Score -51212.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51214.589844 Penalty: 2076.282471
	Iteration 11Q: 3 clusters Score -51214.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51214.589844 Penalty: 2076.282471
	Iteration 12F: 3 clusters Score -51214.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Entering Unmasked Estep 
Score: -4449190.500000 Penalty: 1733.792114
	Iteration 0F: 2 clusters Score -4449190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4420532.000000 Penalty: 3467.584229
	Iteration 0F: 3 clusters Score -4420532 nChanged 19953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -4431579.500000 Penalty: 3467.584229
	Iteration 1F: 3 clusters Score -4431580 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4432018.000000 Penalty: 3467.584229
	Iteration 2Q: 3 clusters Score -4432018 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4432560.500000 Penalty: 3467.584229
	Iteration 3Q: 3 clusters Score -4432560 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4433288.000000 Penalty: 3467.584229
	Iteration 4Q: 3 clusters Score -4433288 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4434481.500000 Penalty: 3467.584229
	Iteration 5Q: 3 clusters Score -4434482 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -4436400.500000 Penalty: 3467.584229
	Iteration 6F: 3 clusters Score -4436400 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4439128.500000 Penalty: 3467.584229
	Iteration 7F: 3 clusters Score -4439128 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -4442024.500000 Penalty: 3467.584229
	Iteration 8F: 3 clusters Score -4442024 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -4444314.500000 Penalty: 3467.584229
	Iteration 9F: 3 clusters Score -4444314 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4445679.000000 Penalty: 3467.584229
	Iteration 10Q: 3 clusters Score -4445679 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4446438.500000 Penalty: 3467.584229
	Iteration 11Q: 3 clusters Score -4446438 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4446919.500000 Penalty: 3467.584229
	Iteration 12Q: 3 clusters Score -4446920 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4447193.500000 Penalty: 3467.584229
	Iteration 13Q: 3 clusters Score -4447194 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4447349.000000 Penalty: 3467.584229
	Iteration 14Q: 3 clusters Score -4447349 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4447463.500000 Penalty: 3467.584229
	Iteration 15Q: 3 clusters Score -4447464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4447531.000000 Penalty: 3467.584229
	Iteration 16Q: 3 clusters Score -4447531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4447585.500000 Penalty: 3467.584229
	Iteration 17Q: 3 clusters Score -4447586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4447630.500000 Penalty: 3467.584229
	Iteration 18Q: 3 clusters Score -4447630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4447648.000000 Penalty: 3467.584229
	Iteration 19Q: 3 clusters Score -4447648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4447660.000000 Penalty: 3467.584229
	Iteration 20F: 3 clusters Score -4447660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4447667.000000 Penalty: 3467.584229
	Iteration 21Q: 3 clusters Score -4447667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4447683.000000 Penalty: 3467.584229
	Iteration 22Q: 3 clusters Score -4447683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4447691.000000 Penalty: 3467.584229
	Iteration 23Q: 3 clusters Score -4447691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4447692.500000 Penalty: 3467.584229
	Iteration 24Q: 3 clusters Score -4447692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4447694.500000 Penalty: 3467.584229
	Iteration 25Q: 3 clusters Score -4447694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4447696.000000 Penalty: 3467.584229
	Iteration 26Q: 3 clusters Score -4447696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4447695.500000 Penalty: 3467.584229
	Iteration 27Q: 3 clusters Score -4447696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4447700.000000 Penalty: 3467.584229
	Iteration 28Q: 3 clusters Score -4447700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4447702.500000 Penalty: 3467.584229
	Iteration 29Q: 3 clusters Score -4447702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4447710.500000 Penalty: 3467.584229
	Iteration 30Q: 3 clusters Score -4447710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4447712.000000 Penalty: 3467.584229
	Iteration 31Q: 3 clusters Score -4447712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4447715.500000 Penalty: 3467.584229
	Iteration 32Q: 3 clusters Score -4447716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4447718.000000 Penalty: 3467.584229
	Iteration 33Q: 3 clusters Score -4447718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4447723.000000 Penalty: 3467.584229
	Iteration 34Q: 3 clusters Score -4447723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4447726.500000 Penalty: 3467.584229
	Iteration 35Q: 3 clusters Score -4447726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4447731.500000 Penalty: 3467.584229
	Iteration 36Q: 3 clusters Score -4447732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4447729.500000 Penalty: 3467.584229
	Iteration 37Q: 3 clusters Score -4447730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4447736.500000 Penalty: 3467.584229
	Iteration 38Q: 3 clusters Score -4447736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4447739.000000 Penalty: 3467.584229
	Iteration 39Q: 3 clusters Score -4447739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4447739.000000 Penalty: 3467.584229
	Iteration 40F: 3 clusters Score -4447739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (288886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288886 members 
Entering Unmasked Estep 
Score: -29311244.000000 Penalty: 2043.240479
	Iteration 0F: 2 clusters Score -2.931124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144291 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -29124286.000000 Penalty: 4086.480957
	Iteration 0F: 3 clusters Score -2.912429e+07 nChanged 141312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144149 members 
Mstep: Class 2 contains 144737 members 
Entering Unmasked Estep 
Score: -29207864.000000 Penalty: 4086.480957
	Iteration 1F: 3 clusters Score -2.920786e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143788 members 
Mstep: Class 2 contains 145098 members 
Entering Unmasked Estep 
Score: -29208982.000000 Penalty: 4086.480957
	Iteration 2Q: 3 clusters Score -2.920898e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142947 members 
Mstep: Class 2 contains 145939 members 
Entering Unmasked Estep 
Score: -29210172.000000 Penalty: 4086.480957
	Iteration 3Q: 3 clusters Score -2.921017e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141394 members 
Mstep: Class 2 contains 147492 members 
Entering Unmasked Estep 
Score: -29211552.000000 Penalty: 4086.480957
	Iteration 4Q: 3 clusters Score -2.921155e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138626 members 
Mstep: Class 2 contains 150260 members 
Entering Unmasked Estep 
Score: -29213622.000000 Penalty: 4086.480957
	Iteration 5Q: 3 clusters Score -2.921362e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133886 members 
Mstep: Class 2 contains 155000 members 
Entering Unmasked Estep 
Score: -29216402.000000 Penalty: 4086.480957
	Iteration 6Q: 3 clusters Score -2.92164e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125921 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -29221022.000000 Penalty: 4086.480957
	Iteration 7Q: 3 clusters Score -2.922102e+07 nChanged 16321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 175342 members 
Entering Unmasked Estep 
Score: -29229666.000000 Penalty: 4086.480957
	Iteration 8F: 3 clusters Score -2.922967e+07 nChanged 20733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 192757 members 
Entering Unmasked Estep 
Score: -29244334.000000 Penalty: 4086.480957
	Iteration 9F: 3 clusters Score -2.924433e+07 nChanged 22891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 212226 members 
Entering Unmasked Estep 
Score: -29264342.000000 Penalty: 4086.480957
	Iteration 10F: 3 clusters Score -2.926434e+07 nChanged 19883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 227267 members 
Entering Unmasked Estep 
Score: -29281848.000000 Penalty: 4086.480957
	Iteration 11F: 3 clusters Score -2.928185e+07 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 235799 members 
Entering Unmasked Estep 
Score: -29290924.000000 Penalty: 4086.480957
	Iteration 12Q: 3 clusters Score -2.929092e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 241477 members 
Entering Unmasked Estep 
Score: -29294926.000000 Penalty: 4086.480957
	Iteration 13Q: 3 clusters Score -2.929493e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 246159 members 
Entering Unmasked Estep 
Score: -29297158.000000 Penalty: 4086.480957
	Iteration 14Q: 3 clusters Score -2.929716e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 250103 members 
Entering Unmasked Estep 
Score: -29298752.000000 Penalty: 4086.480957
	Iteration 15Q: 3 clusters Score -2.929875e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 253477 members 
Entering Unmasked Estep 
Score: -29300110.000000 Penalty: 4086.480957
	Iteration 16Q: 3 clusters Score -2.930011e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 256479 members 
Entering Unmasked Estep 
Score: -29301248.000000 Penalty: 4086.480957
	Iteration 17Q: 3 clusters Score -2.930125e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 259048 members 
Entering Unmasked Estep 
Score: -29302010.000000 Penalty: 4086.480957
	Iteration 18Q: 3 clusters Score -2.930201e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 261340 members 
Entering Unmasked Estep 
Score: -29302768.000000 Penalty: 4086.480957
	Iteration 19Q: 3 clusters Score -2.930277e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 263421 members 
Entering Unmasked Estep 
Score: -29303412.000000 Penalty: 4086.480957
	Iteration 20F: 3 clusters Score -2.930341e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 265279 members 
Entering Unmasked Estep 
Score: -29303888.000000 Penalty: 4086.480957
	Iteration 21Q: 3 clusters Score -2.930389e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 266975 members 
Entering Unmasked Estep 
Score: -29304396.000000 Penalty: 4086.480957
	Iteration 22Q: 3 clusters Score -2.93044e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 268433 members 
Entering Unmasked Estep 
Score: -29304798.000000 Penalty: 4086.480957
	Iteration 23Q: 3 clusters Score -2.93048e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 269795 members 
Entering Unmasked Estep 
Score: -29305200.000000 Penalty: 4086.480957
	Iteration 24Q: 3 clusters Score -2.93052e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 270982 members 
Entering Unmasked Estep 
Score: -29305452.000000 Penalty: 4086.480957
	Iteration 25Q: 3 clusters Score -2.930545e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 272061 members 
Entering Unmasked Estep 
Score: -29305686.000000 Penalty: 4086.480957
	Iteration 26Q: 3 clusters Score -2.930569e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 273074 members 
Entering Unmasked Estep 
Score: -29305958.000000 Penalty: 4086.480957
	Iteration 27Q: 3 clusters Score -2.930596e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 274044 members 
Entering Unmasked Estep 
Score: -29306162.000000 Penalty: 4086.480957
	Iteration 28Q: 3 clusters Score -2.930616e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 274950 members 
Entering Unmasked Estep 
Score: -29306486.000000 Penalty: 4086.480957
	Iteration 29Q: 3 clusters Score -2.930649e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 275785 members 
Entering Unmasked Estep 
Score: -29306714.000000 Penalty: 4086.480957
	Iteration 30Q: 3 clusters Score -2.930671e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 276551 members 
Entering Unmasked Estep 
Score: -29306850.000000 Penalty: 4086.480957
	Iteration 31Q: 3 clusters Score -2.930685e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 277276 members 
Entering Unmasked Estep 
Score: -29307010.000000 Penalty: 4086.480957
	Iteration 32Q: 3 clusters Score -2.930701e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 277952 members 
Entering Unmasked Estep 
Score: -29307286.000000 Penalty: 4086.480957
	Iteration 33Q: 3 clusters Score -2.930729e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 278579 members 
Entering Unmasked Estep 
Score: -29307510.000000 Penalty: 4086.480957
	Iteration 34Q: 3 clusters Score -2.930751e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 279161 members 
Entering Unmasked Estep 
Score: -29307694.000000 Penalty: 4086.480957
	Iteration 35Q: 3 clusters Score -2.930769e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 279719 members 
Entering Unmasked Estep 
Score: -29307758.000000 Penalty: 4086.480957
	Iteration 36Q: 3 clusters Score -2.930776e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 280230 members 
Entering Unmasked Estep 
Score: -29307942.000000 Penalty: 4086.480957
	Iteration 37Q: 3 clusters Score -2.930794e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 280726 members 
Entering Unmasked Estep 
Score: -29308068.000000 Penalty: 4086.480957
	Iteration 38Q: 3 clusters Score -2.930807e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 281167 members 
Entering Unmasked Estep 
Score: -29308222.000000 Penalty: 4086.480957
	Iteration 39Q: 3 clusters Score -2.930822e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 281574 members 
Entering Unmasked Estep 
Score: -29308308.000000 Penalty: 4086.480957
	Iteration 40F: 3 clusters Score -2.930831e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 281954 members 
Entering Unmasked Estep 
Score: -29308334.000000 Penalty: 4086.480957
	Iteration 41Q: 3 clusters Score -2.930833e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 282315 members 
Entering Unmasked Estep 
Score: -29308440.000000 Penalty: 4086.480957
	Iteration 42Q: 3 clusters Score -2.930844e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 282657 members 
Entering Unmasked Estep 
Score: -29308582.000000 Penalty: 4086.480957
	Iteration 43Q: 3 clusters Score -2.930858e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 282982 members 
Entering Unmasked Estep 
Score: -29308638.000000 Penalty: 4086.480957
	Iteration 44Q: 3 clusters Score -2.930864e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 283278 members 
Entering Unmasked Estep 
Score: -29308780.000000 Penalty: 4086.480957
	Iteration 45Q: 3 clusters Score -2.930878e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 283550 members 
Entering Unmasked Estep 
Score: -29308798.000000 Penalty: 4086.480957
	Iteration 46Q: 3 clusters Score -2.93088e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 283784 members 
Entering Unmasked Estep 
Score: -29308854.000000 Penalty: 4086.480957
	Iteration 47Q: 3 clusters Score -2.930885e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 284011 members 
Entering Unmasked Estep 
Score: -29308866.000000 Penalty: 4086.480957
	Iteration 48Q: 3 clusters Score -2.930887e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 284243 members 
Entering Unmasked Estep 
Score: -29308980.000000 Penalty: 4086.480957
	Iteration 49Q: 3 clusters Score -2.930898e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 284459 members 
Entering Unmasked Estep 
Score: -29309106.000000 Penalty: 4086.480957
	Iteration 50Q: 3 clusters Score -2.930911e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 284660 members 
Entering Unmasked Estep 
Score: -29309118.000000 Penalty: 4086.480957
	Iteration 51Q: 3 clusters Score -2.930912e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 284855 members 
Entering Unmasked Estep 
Score: -29309190.000000 Penalty: 4086.480957
	Iteration 52Q: 3 clusters Score -2.930919e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 285041 members 
Entering Unmasked Estep 
Score: -29309162.000000 Penalty: 4086.480957
	Iteration 53Q: 3 clusters Score -2.930916e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 285206 members 
Entering Unmasked Estep 
Score: -29309174.000000 Penalty: 4086.480957
	Iteration 54Q: 3 clusters Score -2.930917e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 285379 members 
Entering Unmasked Estep 
Score: -29309192.000000 Penalty: 4086.480957
	Iteration 55Q: 3 clusters Score -2.930919e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 285539 members 
Entering Unmasked Estep 
Score: -29309254.000000 Penalty: 4086.480957
	Iteration 56Q: 3 clusters Score -2.930925e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 285696 members 
Entering Unmasked Estep 
Score: -29309334.000000 Penalty: 4086.480957
	Iteration 57Q: 3 clusters Score -2.930933e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 285855 members 
Entering Unmasked Estep 
Score: -29309362.000000 Penalty: 4086.480957
	Iteration 58Q: 3 clusters Score -2.930936e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 285995 members 
Entering Unmasked Estep 
Score: -29309422.000000 Penalty: 4086.480957
	Iteration 59Q: 3 clusters Score -2.930942e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 286105 members 
Entering Unmasked Estep 
Score: -29309494.000000 Penalty: 4086.480957
	Iteration 60F: 3 clusters Score -2.930949e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 286208 members 
Entering Unmasked Estep 
Score: -29309512.000000 Penalty: 4086.480957
	Iteration 61Q: 3 clusters Score -2.930951e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 286313 members 
Entering Unmasked Estep 
Score: -29309514.000000 Penalty: 4086.480957
	Iteration 62Q: 3 clusters Score -2.930951e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 286412 members 
Entering Unmasked Estep 
Score: -29309508.000000 Penalty: 4086.480957
	Iteration 63Q: 3 clusters Score -2.930951e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 286525 members 
Entering Unmasked Estep 
Score: -29309546.000000 Penalty: 4086.480957
	Iteration 64Q: 3 clusters Score -2.930955e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 286633 members 
Entering Unmasked Estep 
Score: -29309572.000000 Penalty: 4086.480957
	Iteration 65Q: 3 clusters Score -2.930957e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 286749 members 
Entering Unmasked Estep 
Score: -29309560.000000 Penalty: 4086.480957
	Iteration 66Q: 3 clusters Score -2.930956e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 286853 members 
Entering Unmasked Estep 
Score: -29309602.000000 Penalty: 4086.480957
	Iteration 67Q: 3 clusters Score -2.93096e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 286951 members 
Entering Unmasked Estep 
Score: -29309616.000000 Penalty: 4086.480957
	Iteration 68Q: 3 clusters Score -2.930962e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 287034 members 
Entering Unmasked Estep 
Score: -29309590.000000 Penalty: 4086.480957
	Iteration 69Q: 3 clusters Score -2.930959e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 287096 members 
Entering Unmasked Estep 
Score: -29309596.000000 Penalty: 4086.480957
	Iteration 70Q: 3 clusters Score -2.93096e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 287140 members 
Entering Unmasked Estep 
Score: -29309582.000000 Penalty: 4086.480957
	Iteration 71Q: 3 clusters Score -2.930958e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 287184 members 
Entering Unmasked Estep 
Score: -29309616.000000 Penalty: 4086.480957
	Iteration 72Q: 3 clusters Score -2.930962e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 287224 members 
Entering Unmasked Estep 
Score: -29309636.000000 Penalty: 4086.480957
	Iteration 73Q: 3 clusters Score -2.930964e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 287266 members 
Entering Unmasked Estep 
Score: -29309610.000000 Penalty: 4086.480957
	Iteration 74Q: 3 clusters Score -2.930961e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 287312 members 
Entering Unmasked Estep 
Score: -29309598.000000 Penalty: 4086.480957
	Iteration 75Q: 3 clusters Score -2.93096e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 287349 members 
Entering Unmasked Estep 
Score: -29309606.000000 Penalty: 4086.480957
	Iteration 76Q: 3 clusters Score -2.930961e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 287386 members 
Entering Unmasked Estep 
Score: -29309586.000000 Penalty: 4086.480957
	Iteration 77Q: 3 clusters Score -2.930959e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 287425 members 
Entering Unmasked Estep 
Score: -29309596.000000 Penalty: 4086.480957
	Iteration 78Q: 3 clusters Score -2.93096e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 287446 members 
Entering Unmasked Estep 
Score: -29309620.000000 Penalty: 4086.480957
	Iteration 79Q: 3 clusters Score -2.930962e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 287469 members 
Entering Unmasked Estep 
Score: -29309648.000000 Penalty: 4086.480957
	Iteration 80F: 3 clusters Score -2.930965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 287490 members 
Entering Unmasked Estep 
Score: -29309650.000000 Penalty: 4086.480957
	Iteration 81Q: 3 clusters Score -2.930965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 287503 members 
Entering Unmasked Estep 
Score: -29309638.000000 Penalty: 4086.480957
	Iteration 82Q: 3 clusters Score -2.930964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 287507 members 
Entering Unmasked Estep 
Score: -29309622.000000 Penalty: 4086.480957
	Iteration 83Q: 3 clusters Score -2.930962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 287515 members 
Entering Unmasked Estep 
Score: -29309636.000000 Penalty: 4086.480957
	Iteration 84Q: 3 clusters Score -2.930964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 287520 members 
Entering Unmasked Estep 
Score: -29309630.000000 Penalty: 4086.480957
	Iteration 85Q: 3 clusters Score -2.930963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 287528 members 
Entering Unmasked Estep 
Score: -29309618.000000 Penalty: 4086.480957
	Iteration 86Q: 3 clusters Score -2.930962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 287535 members 
Entering Unmasked Estep 
Score: -29309624.000000 Penalty: 4086.480957
	Iteration 87Q: 3 clusters Score -2.930962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 287540 members 
Entering Unmasked Estep 
Score: -29309614.000000 Penalty: 4086.480957
	Iteration 88Q: 3 clusters Score -2.930961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 287545 members 
Entering Unmasked Estep 
Score: -29309622.000000 Penalty: 4086.480957
	Iteration 89Q: 3 clusters Score -2.930962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 287550 members 
Entering Unmasked Estep 
Score: -29309614.000000 Penalty: 4086.480957
	Iteration 90Q: 3 clusters Score -2.930961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 287555 members 
Entering Unmasked Estep 
Score: -29309610.000000 Penalty: 4086.480957
	Iteration 91Q: 3 clusters Score -2.930961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 287560 members 
Entering Unmasked Estep 
Score: -29309620.000000 Penalty: 4086.480957
	Iteration 92Q: 3 clusters Score -2.930962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 287566 members 
Entering Unmasked Estep 
Score: -29309622.000000 Penalty: 4086.480957
	Iteration 93Q: 3 clusters Score -2.930962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 287577 members 
Entering Unmasked Estep 
Score: -29309616.000000 Penalty: 4086.480957
	Iteration 94Q: 3 clusters Score -2.930962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 287586 members 
Entering Unmasked Estep 
Score: -29309628.000000 Penalty: 4086.480957
	Iteration 95Q: 3 clusters Score -2.930963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 287598 members 
Entering Unmasked Estep 
Score: -29309632.000000 Penalty: 4086.480957
	Iteration 96Q: 3 clusters Score -2.930963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 287613 members 
Entering Unmasked Estep 
Score: -29309608.000000 Penalty: 4086.480957
	Iteration 97Q: 3 clusters Score -2.930961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 287629 members 
Entering Unmasked Estep 
Score: -29309638.000000 Penalty: 4086.480957
	Iteration 98Q: 3 clusters Score -2.930964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 287638 members 
Entering Unmasked Estep 
Score: -29309628.000000 Penalty: 4086.480957
	Iteration 99Q: 3 clusters Score -2.930963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 287648 members 
Entering Unmasked Estep 
Score: -29309626.000000 Penalty: 4086.480957
	Iteration 100F: 3 clusters Score -2.930963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 287656 members 
Entering Unmasked Estep 
Score: -29309618.000000 Penalty: 4086.480957
	Iteration 101Q: 3 clusters Score -2.930962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 287666 members 
Entering Unmasked Estep 
Score: -29309634.000000 Penalty: 4086.480957
	Iteration 102Q: 3 clusters Score -2.930963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 287673 members 
Entering Unmasked Estep 
Score: -29309640.000000 Penalty: 4086.480957
	Iteration 103Q: 3 clusters Score -2.930964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 287680 members 
Entering Unmasked Estep 
Score: -29309640.000000 Penalty: 4086.480957
	Iteration 104Q: 3 clusters Score -2.930964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 287685 members 
Entering Unmasked Estep 
Score: -29309632.000000 Penalty: 4086.480957
	Iteration 105Q: 3 clusters Score -2.930963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 287694 members 
Entering Unmasked Estep 
Score: -29309622.000000 Penalty: 4086.480957
	Iteration 106Q: 3 clusters Score -2.930962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 287703 members 
Entering Unmasked Estep 
Score: -29309634.000000 Penalty: 4086.480957
	Iteration 107Q: 3 clusters Score -2.930963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 287716 members 
Entering Unmasked Estep 
Score: -29309626.000000 Penalty: 4086.480957
	Iteration 108Q: 3 clusters Score -2.930963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 287726 members 
Entering Unmasked Estep 
Score: -29309610.000000 Penalty: 4086.480957
	Iteration 109Q: 3 clusters Score -2.930961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 287739 members 
Entering Unmasked Estep 
Score: -29309632.000000 Penalty: 4086.480957
	Iteration 110Q: 3 clusters Score -2.930963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 287751 members 
Entering Unmasked Estep 
Score: -29309620.000000 Penalty: 4086.480957
	Iteration 111Q: 3 clusters Score -2.930962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 287765 members 
Entering Unmasked Estep 
Score: -29309638.000000 Penalty: 4086.480957
	Iteration 112Q: 3 clusters Score -2.930964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 287774 members 
Entering Unmasked Estep 
Score: -29309610.000000 Penalty: 4086.480957
	Iteration 113Q: 3 clusters Score -2.930961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 287777 members 
Entering Unmasked Estep 
Score: -29309616.000000 Penalty: 4086.480957
	Iteration 114Q: 3 clusters Score -2.930962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 287779 members 
Entering Unmasked Estep 
Score: -29309640.000000 Penalty: 4086.480957
	Iteration 115Q: 3 clusters Score -2.930964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 287780 members 
Entering Unmasked Estep 
Score: -29309626.000000 Penalty: 4086.480957
	Iteration 116Q: 3 clusters Score -2.930963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 287780 members 
Entering Unmasked Estep 
Score: -29309626.000000 Penalty: 4086.480957
	Iteration 117F: 3 clusters Score -2.930963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -488284.281250 Penalty: 1387.261841
	Iteration 0F: 2 clusters Score -488284.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -484278.343750 Penalty: 2774.523682
	Iteration 0F: 3 clusters Score -484278.3 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -485429.812500 Penalty: 2774.523682
	Iteration 1F: 3 clusters Score -485429.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -485756.031250 Penalty: 2774.523682
	Iteration 2F: 3 clusters Score -485756 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -486190.562500 Penalty: 2774.523682
	Iteration 3F: 3 clusters Score -486190.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -486715.375000 Penalty: 2774.523682
	Iteration 4F: 3 clusters Score -486715.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -487196.750000 Penalty: 2774.523682
	Iteration 5F: 3 clusters Score -487196.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -487535.656250 Penalty: 2774.523682
	Iteration 6F: 3 clusters Score -487535.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -487736.468750 Penalty: 2774.523682
	Iteration 7F: 3 clusters Score -487736.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -487869.343750 Penalty: 2774.523682
	Iteration 8Q: 3 clusters Score -487869.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -487962.562500 Penalty: 2774.523682
	Iteration 9Q: 3 clusters Score -487962.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -488017.750000 Penalty: 2774.523682
	Iteration 10Q: 3 clusters Score -488017.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -488059.687500 Penalty: 2774.523682
	Iteration 11Q: 3 clusters Score -488059.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -488085.750000 Penalty: 2774.523682
	Iteration 12Q: 3 clusters Score -488085.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -488098.781250 Penalty: 2774.523682
	Iteration 13Q: 3 clusters Score -488098.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -488108.593750 Penalty: 2774.523682
	Iteration 14Q: 3 clusters Score -488108.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -488119.906250 Penalty: 2774.523682
	Iteration 15Q: 3 clusters Score -488119.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -488126.343750 Penalty: 2774.523682
	Iteration 16Q: 3 clusters Score -488126.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -488133.062500 Penalty: 2774.523682
	Iteration 17Q: 3 clusters Score -488133.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -488139.500000 Penalty: 2774.523682
	Iteration 18Q: 3 clusters Score -488139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -488144.562500 Penalty: 2774.523682
	Iteration 19Q: 3 clusters Score -488144.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -488149.812500 Penalty: 2774.523682
	Iteration 20F: 3 clusters Score -488149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -488152.687500 Penalty: 2774.523682
	Iteration 21Q: 3 clusters Score -488152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -488153.250000 Penalty: 2774.523682
	Iteration 22Q: 3 clusters Score -488153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -488153.218750 Penalty: 2774.523682
	Iteration 23Q: 3 clusters Score -488153.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -488153.218750 Penalty: 2774.523682
	Iteration 24F: 3 clusters Score -488153.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (283181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283181 members 
Entering Unmasked Estep 
Score: -28786776.000000 Penalty: 2039.999268
	Iteration 0F: 2 clusters Score -2.878678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141804 members 
Mstep: Class 2 contains 141377 members 
Entering Unmasked Estep 
Score: -28600876.000000 Penalty: 4079.998535
	Iteration 0F: 3 clusters Score -2.860088e+07 nChanged 137715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149721 members 
Mstep: Class 2 contains 133460 members 
Entering Unmasked Estep 
Score: -28684524.000000 Penalty: 4079.998535
	Iteration 1F: 3 clusters Score -2.868452e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153788 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -28687246.000000 Penalty: 4079.998535
	Iteration 2Q: 3 clusters Score -2.868725e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 122959 members 
Entering Unmasked Estep 
Score: -28691742.000000 Penalty: 4079.998535
	Iteration 3Q: 3 clusters Score -2.869174e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169952 members 
Mstep: Class 2 contains 113229 members 
Entering Unmasked Estep 
Score: -28699008.000000 Penalty: 4079.998535
	Iteration 4F: 3 clusters Score -2.869901e+07 nChanged 18182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183686 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -28710578.000000 Penalty: 4079.998535
	Iteration 5F: 3 clusters Score -2.871058e+07 nChanged 20759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200761 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -28726442.000000 Penalty: 4079.998535
	Iteration 6F: 3 clusters Score -2.872644e+07 nChanged 20031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217422 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -28744116.000000 Penalty: 4079.998535
	Iteration 7F: 3 clusters Score -2.874412e+07 nChanged 15752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229264 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -28758638.000000 Penalty: 4079.998535
	Iteration 8F: 3 clusters Score -2.875864e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235803 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -28766630.000000 Penalty: 4079.998535
	Iteration 9Q: 3 clusters Score -2.876663e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239820 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -28770158.000000 Penalty: 4079.998535
	Iteration 10Q: 3 clusters Score -2.877016e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243120 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -28772162.000000 Penalty: 4079.998535
	Iteration 11Q: 3 clusters Score -2.877216e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246098 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -28773442.000000 Penalty: 4079.998535
	Iteration 12Q: 3 clusters Score -2.877344e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248914 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -28774754.000000 Penalty: 4079.998535
	Iteration 13Q: 3 clusters Score -2.877475e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251665 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -28776048.000000 Penalty: 4079.998535
	Iteration 14Q: 3 clusters Score -2.877605e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254293 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -28776946.000000 Penalty: 4079.998535
	Iteration 15Q: 3 clusters Score -2.877695e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256856 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -28777854.000000 Penalty: 4079.998535
	Iteration 16Q: 3 clusters Score -2.877785e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259340 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -28778816.000000 Penalty: 4079.998535
	Iteration 17Q: 3 clusters Score -2.877882e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261685 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -28779654.000000 Penalty: 4079.998535
	Iteration 18Q: 3 clusters Score -2.877965e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263861 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -28780478.000000 Penalty: 4079.998535
	Iteration 19Q: 3 clusters Score -2.878048e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265846 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -28781068.000000 Penalty: 4079.998535
	Iteration 20F: 3 clusters Score -2.878107e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267713 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -28781536.000000 Penalty: 4079.998535
	Iteration 21Q: 3 clusters Score -2.878154e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269456 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -28781954.000000 Penalty: 4079.998535
	Iteration 22Q: 3 clusters Score -2.878195e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271042 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -28782340.000000 Penalty: 4079.998535
	Iteration 23Q: 3 clusters Score -2.878234e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272484 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -28782742.000000 Penalty: 4079.998535
	Iteration 24Q: 3 clusters Score -2.878274e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273772 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -28783108.000000 Penalty: 4079.998535
	Iteration 25Q: 3 clusters Score -2.878311e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274877 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -28783428.000000 Penalty: 4079.998535
	Iteration 26Q: 3 clusters Score -2.878343e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275863 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -28783896.000000 Penalty: 4079.998535
	Iteration 27Q: 3 clusters Score -2.87839e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276712 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -28784188.000000 Penalty: 4079.998535
	Iteration 28Q: 3 clusters Score -2.878419e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277426 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -28784356.000000 Penalty: 4079.998535
	Iteration 29Q: 3 clusters Score -2.878436e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278084 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -28784464.000000 Penalty: 4079.998535
	Iteration 30Q: 3 clusters Score -2.878446e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278694 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -28784660.000000 Penalty: 4079.998535
	Iteration 31Q: 3 clusters Score -2.878466e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279186 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -28784828.000000 Penalty: 4079.998535
	Iteration 32Q: 3 clusters Score -2.878483e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279601 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -28784856.000000 Penalty: 4079.998535
	Iteration 33Q: 3 clusters Score -2.878486e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279956 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -28784910.000000 Penalty: 4079.998535
	Iteration 34Q: 3 clusters Score -2.878491e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280263 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -28784944.000000 Penalty: 4079.998535
	Iteration 35Q: 3 clusters Score -2.878494e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280518 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -28785028.000000 Penalty: 4079.998535
	Iteration 36Q: 3 clusters Score -2.878503e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280732 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -28785100.000000 Penalty: 4079.998535
	Iteration 37Q: 3 clusters Score -2.87851e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280913 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -28785116.000000 Penalty: 4079.998535
	Iteration 38Q: 3 clusters Score -2.878512e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281070 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -28785074.000000 Penalty: 4079.998535
	Iteration 39Q: 3 clusters Score -2.878507e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281215 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -28785134.000000 Penalty: 4079.998535
	Iteration 40F: 3 clusters Score -2.878513e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281339 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -28785164.000000 Penalty: 4079.998535
	Iteration 41Q: 3 clusters Score -2.878516e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281440 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -28785136.000000 Penalty: 4079.998535
	Iteration 42Q: 3 clusters Score -2.878514e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281515 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -28785164.000000 Penalty: 4079.998535
	Iteration 43Q: 3 clusters Score -2.878516e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281582 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -28785140.000000 Penalty: 4079.998535
	Iteration 44Q: 3 clusters Score -2.878514e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281646 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -28785114.000000 Penalty: 4079.998535
	Iteration 45Q: 3 clusters Score -2.878511e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281702 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -28785104.000000 Penalty: 4079.998535
	Iteration 46Q: 3 clusters Score -2.87851e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281747 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -28785178.000000 Penalty: 4079.998535
	Iteration 47Q: 3 clusters Score -2.878518e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281791 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -28785174.000000 Penalty: 4079.998535
	Iteration 48Q: 3 clusters Score -2.878517e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281828 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -28785188.000000 Penalty: 4079.998535
	Iteration 49Q: 3 clusters Score -2.878519e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281859 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -28785216.000000 Penalty: 4079.998535
	Iteration 50Q: 3 clusters Score -2.878522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281898 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -28785234.000000 Penalty: 4079.998535
	Iteration 51Q: 3 clusters Score -2.878523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281922 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -28785256.000000 Penalty: 4079.998535
	Iteration 52Q: 3 clusters Score -2.878526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281942 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -28785238.000000 Penalty: 4079.998535
	Iteration 53Q: 3 clusters Score -2.878524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281953 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -28785214.000000 Penalty: 4079.998535
	Iteration 54Q: 3 clusters Score -2.878521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281959 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -28785202.000000 Penalty: 4079.998535
	Iteration 55Q: 3 clusters Score -2.87852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281963 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -28785206.000000 Penalty: 4079.998535
	Iteration 56Q: 3 clusters Score -2.878521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281970 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -28785218.000000 Penalty: 4079.998535
	Iteration 57Q: 3 clusters Score -2.878522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281973 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -28785212.000000 Penalty: 4079.998535
	Iteration 58Q: 3 clusters Score -2.878521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281975 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -28785216.000000 Penalty: 4079.998535
	Iteration 59Q: 3 clusters Score -2.878522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281979 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -28785198.000000 Penalty: 4079.998535
	Iteration 60F: 3 clusters Score -2.87852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281982 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -28785204.000000 Penalty: 4079.998535
	Iteration 61Q: 3 clusters Score -2.87852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281986 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -28785208.000000 Penalty: 4079.998535
	Iteration 62Q: 3 clusters Score -2.878521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281988 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -28785208.000000 Penalty: 4079.998535
	Iteration 63Q: 3 clusters Score -2.878521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281989 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -28785202.000000 Penalty: 4079.998535
	Iteration 64Q: 3 clusters Score -2.87852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281989 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -28785202.000000 Penalty: 4079.998535
	Iteration 65Q: 3 clusters Score -2.87852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281995 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -28785206.000000 Penalty: 4079.998535
	Iteration 66Q: 3 clusters Score -2.878521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282001 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -28785210.000000 Penalty: 4079.998535
	Iteration 67Q: 3 clusters Score -2.878521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282004 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -28785204.000000 Penalty: 4079.998535
	Iteration 68Q: 3 clusters Score -2.87852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282007 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -28785210.000000 Penalty: 4079.998535
	Iteration 69Q: 3 clusters Score -2.878521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282009 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -28785212.000000 Penalty: 4079.998535
	Iteration 70Q: 3 clusters Score -2.878521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282012 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -28785210.000000 Penalty: 4079.998535
	Iteration 71Q: 3 clusters Score -2.878521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282016 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -28785224.000000 Penalty: 4079.998535
	Iteration 72Q: 3 clusters Score -2.878522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282018 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -28785226.000000 Penalty: 4079.998535
	Iteration 73Q: 3 clusters Score -2.878523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282022 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -28785208.000000 Penalty: 4079.998535
	Iteration 74Q: 3 clusters Score -2.878521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282026 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -28785208.000000 Penalty: 4079.998535
	Iteration 75Q: 3 clusters Score -2.878521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282029 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -28785200.000000 Penalty: 4079.998535
	Iteration 76Q: 3 clusters Score -2.87852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282029 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -28785200.000000 Penalty: 4079.998535
	Iteration 77F: 3 clusters Score -2.87852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Entering Unmasked Estep 
Score: -6738946.000000 Penalty: 1801.454468
	Iteration 0F: 2 clusters Score -6738946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -6695319.500000 Penalty: 3602.908936
	Iteration 0F: 3 clusters Score -6695320 nChanged 30903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -6712962.500000 Penalty: 3602.908936
	Iteration 1F: 3 clusters Score -6712962 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -6713397.500000 Penalty: 3602.908936
	Iteration 2Q: 3 clusters Score -6713398 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -6713919.500000 Penalty: 3602.908936
	Iteration 3Q: 3 clusters Score -6713920 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -6714663.000000 Penalty: 3602.908936
	Iteration 4Q: 3 clusters Score -6714663 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -6716089.500000 Penalty: 3602.908936
	Iteration 5Q: 3 clusters Score -6716090 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -6718474.500000 Penalty: 3602.908936
	Iteration 6F: 3 clusters Score -6718474 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -6722155.500000 Penalty: 3602.908936
	Iteration 7F: 3 clusters Score -6722156 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -6726697.500000 Penalty: 3602.908936
	Iteration 8F: 3 clusters Score -6726698 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -6730633.000000 Penalty: 3602.908936
	Iteration 9F: 3 clusters Score -6730633 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -6732840.000000 Penalty: 3602.908936
	Iteration 10Q: 3 clusters Score -6732840 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -6733874.000000 Penalty: 3602.908936
	Iteration 11Q: 3 clusters Score -6733874 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -6734500.500000 Penalty: 3602.908936
	Iteration 12Q: 3 clusters Score -6734500 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -6734909.000000 Penalty: 3602.908936
	Iteration 13Q: 3 clusters Score -6734909 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -6735329.000000 Penalty: 3602.908936
	Iteration 14Q: 3 clusters Score -6735329 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -6735637.000000 Penalty: 3602.908936
	Iteration 15Q: 3 clusters Score -6735637 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -6735889.500000 Penalty: 3602.908936
	Iteration 16Q: 3 clusters Score -6735890 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -6736097.000000 Penalty: 3602.908936
	Iteration 17Q: 3 clusters Score -6736097 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -6736321.000000 Penalty: 3602.908936
	Iteration 18Q: 3 clusters Score -6736321 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -6736486.500000 Penalty: 3602.908936
	Iteration 19Q: 3 clusters Score -6736486 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -6736663.500000 Penalty: 3602.908936
	Iteration 20F: 3 clusters Score -6736664 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -6736826.500000 Penalty: 3602.908936
	Iteration 21Q: 3 clusters Score -6736826 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -6736968.000000 Penalty: 3602.908936
	Iteration 22Q: 3 clusters Score -6736968 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6737098.000000 Penalty: 3602.908936
	Iteration 23Q: 3 clusters Score -6737098 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6737178.500000 Penalty: 3602.908936
	Iteration 24Q: 3 clusters Score -6737178 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6737294.000000 Penalty: 3602.908936
	Iteration 25Q: 3 clusters Score -6737294 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6737369.500000 Penalty: 3602.908936
	Iteration 26Q: 3 clusters Score -6737370 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6737443.000000 Penalty: 3602.908936
	Iteration 27Q: 3 clusters Score -6737443 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6737492.000000 Penalty: 3602.908936
	Iteration 28Q: 3 clusters Score -6737492 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6737556.500000 Penalty: 3602.908936
	Iteration 29Q: 3 clusters Score -6737556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6737575.500000 Penalty: 3602.908936
	Iteration 30Q: 3 clusters Score -6737576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6737607.000000 Penalty: 3602.908936
	Iteration 31Q: 3 clusters Score -6737607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6737634.500000 Penalty: 3602.908936
	Iteration 32Q: 3 clusters Score -6737634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6737643.000000 Penalty: 3602.908936
	Iteration 33Q: 3 clusters Score -6737643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6737640.500000 Penalty: 3602.908936
	Iteration 34Q: 3 clusters Score -6737640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6737643.000000 Penalty: 3602.908936
	Iteration 35Q: 3 clusters Score -6737643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6737641.500000 Penalty: 3602.908936
	Iteration 36Q: 3 clusters Score -6737642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6737629.000000 Penalty: 3602.908936
	Iteration 37Q: 3 clusters Score -6737629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6737636.000000 Penalty: 3602.908936
	Iteration 38Q: 3 clusters Score -6737636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6737645.000000 Penalty: 3602.908936
	Iteration 39Q: 3 clusters Score -6737645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6737654.000000 Penalty: 3602.908936
	Iteration 40F: 3 clusters Score -6737654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6737649.500000 Penalty: 3602.908936
	Iteration 41Q: 3 clusters Score -6737650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6737653.000000 Penalty: 3602.908936
	Iteration 42Q: 3 clusters Score -6737653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6737664.500000 Penalty: 3602.908936
	Iteration 43Q: 3 clusters Score -6737664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6737674.500000 Penalty: 3602.908936
	Iteration 44Q: 3 clusters Score -6737674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6737682.000000 Penalty: 3602.908936
	Iteration 45Q: 3 clusters Score -6737682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6737668.500000 Penalty: 3602.908936
	Iteration 46Q: 3 clusters Score -6737668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6737667.500000 Penalty: 3602.908936
	Iteration 47Q: 3 clusters Score -6737668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6737673.500000 Penalty: 3602.908936
	Iteration 48Q: 3 clusters Score -6737674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6737674.500000 Penalty: 3602.908936
	Iteration 49Q: 3 clusters Score -6737674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6737683.500000 Penalty: 3602.908936
	Iteration 50Q: 3 clusters Score -6737684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6737681.000000 Penalty: 3602.908936
	Iteration 51Q: 3 clusters Score -6737681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6737689.500000 Penalty: 3602.908936
	Iteration 52Q: 3 clusters Score -6737690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6737694.500000 Penalty: 3602.908936
	Iteration 53Q: 3 clusters Score -6737694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6737702.500000 Penalty: 3602.908936
	Iteration 54Q: 3 clusters Score -6737702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6737706.000000 Penalty: 3602.908936
	Iteration 55Q: 3 clusters Score -6737706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6737694.000000 Penalty: 3602.908936
	Iteration 56Q: 3 clusters Score -6737694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6737708.000000 Penalty: 3602.908936
	Iteration 57Q: 3 clusters Score -6737708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6737707.000000 Penalty: 3602.908936
	Iteration 58Q: 3 clusters Score -6737707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6737711.000000 Penalty: 3602.908936
	Iteration 59Q: 3 clusters Score -6737711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6737719.500000 Penalty: 3602.908936
	Iteration 60F: 3 clusters Score -6737720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6737719.500000 Penalty: 3602.908936
	Iteration 61Q: 3 clusters Score -6737720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6737716.500000 Penalty: 3602.908936
	Iteration 62Q: 3 clusters Score -6737716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6737719.500000 Penalty: 3602.908936
	Iteration 63Q: 3 clusters Score -6737720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6737716.000000 Penalty: 3602.908936
	Iteration 64Q: 3 clusters Score -6737716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6737719.000000 Penalty: 3602.908936
	Iteration 65Q: 3 clusters Score -6737719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6737720.000000 Penalty: 3602.908936
	Iteration 66Q: 3 clusters Score -6737720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6737721.500000 Penalty: 3602.908936
	Iteration 67Q: 3 clusters Score -6737722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6737715.500000 Penalty: 3602.908936
	Iteration 68Q: 3 clusters Score -6737716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6737723.000000 Penalty: 3602.908936
	Iteration 69Q: 3 clusters Score -6737723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6737726.500000 Penalty: 3602.908936
	Iteration 70Q: 3 clusters Score -6737726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6737725.000000 Penalty: 3602.908936
	Iteration 71Q: 3 clusters Score -6737725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6737721.000000 Penalty: 3602.908936
	Iteration 72Q: 3 clusters Score -6737721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6737721.500000 Penalty: 3602.908936
	Iteration 73Q: 3 clusters Score -6737722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6737721.500000 Penalty: 3602.908936
	Iteration 74Q: 3 clusters Score -6737722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6737725.500000 Penalty: 3602.908936
	Iteration 75Q: 3 clusters Score -6737726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6737725.500000 Penalty: 3602.908936
	Iteration 76F: 3 clusters Score -6737726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -200508.968750 Penalty: 1240.028809
	Iteration 0F: 2 clusters Score -200509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -198371.453125 Penalty: 2480.057617
	Iteration 0F: 3 clusters Score -198371.5 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -198858.234375 Penalty: 2480.057617
	Iteration 1F: 3 clusters Score -198858.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -198958.109375 Penalty: 2480.057617
	Iteration 2F: 3 clusters Score -198958.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -199036.031250 Penalty: 2480.057617
	Iteration 3Q: 3 clusters Score -199036 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -199099.562500 Penalty: 2480.057617
	Iteration 4Q: 3 clusters Score -199099.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -199153.375000 Penalty: 2480.057617
	Iteration 5Q: 3 clusters Score -199153.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -199213.734375 Penalty: 2480.057617
	Iteration 6Q: 3 clusters Score -199213.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -199279.687500 Penalty: 2480.057617
	Iteration 7Q: 3 clusters Score -199279.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -199362.828125 Penalty: 2480.057617
	Iteration 8Q: 3 clusters Score -199362.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -199429.000000 Penalty: 2480.057617
	Iteration 9Q: 3 clusters Score -199429 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -199493.687500 Penalty: 2480.057617
	Iteration 10Q: 3 clusters Score -199493.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -199538.390625 Penalty: 2480.057617
	Iteration 11Q: 3 clusters Score -199538.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -199575.375000 Penalty: 2480.057617
	Iteration 12Q: 3 clusters Score -199575.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -199611.656250 Penalty: 2480.057617
	Iteration 13Q: 3 clusters Score -199611.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -199648.781250 Penalty: 2480.057617
	Iteration 14Q: 3 clusters Score -199648.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -199676.296875 Penalty: 2480.057617
	Iteration 15Q: 3 clusters Score -199676.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -199692.265625 Penalty: 2480.057617
	Iteration 16Q: 3 clusters Score -199692.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -199702.578125 Penalty: 2480.057617
	Iteration 17Q: 3 clusters Score -199702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -199707.953125 Penalty: 2480.057617
	Iteration 18Q: 3 clusters Score -199708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -199712.328125 Penalty: 2480.057617
	Iteration 19Q: 3 clusters Score -199712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -199713.156250 Penalty: 2480.057617
	Iteration 20F: 3 clusters Score -199713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -199715.156250 Penalty: 2480.057617
	Iteration 21Q: 3 clusters Score -199715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -199716.281250 Penalty: 2480.057617
	Iteration 22Q: 3 clusters Score -199716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -199716.281250 Penalty: 2480.057617
	Iteration 23F: 3 clusters Score -199716.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -223397.687500 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -223397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -221210.671875 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -221210.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -221623.765625 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -221623.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -221714.359375 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -221714.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -221769.718750 Penalty: 2483.820312
	Iteration 3Q: 3 clusters Score -221769.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -221816.406250 Penalty: 2483.820312
	Iteration 4Q: 3 clusters Score -221816.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -221847.703125 Penalty: 2483.820312
	Iteration 5Q: 3 clusters Score -221847.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -221879.750000 Penalty: 2483.820312
	Iteration 6Q: 3 clusters Score -221879.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -221903.781250 Penalty: 2483.820312
	Iteration 7Q: 3 clusters Score -221903.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -221922.093750 Penalty: 2483.820312
	Iteration 8Q: 3 clusters Score -221922.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -221940.687500 Penalty: 2483.820312
	Iteration 9Q: 3 clusters Score -221940.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -221956.000000 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -221956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -221972.218750 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -221972.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -221982.859375 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -221982.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -221993.390625 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -221993.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -222003.218750 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -222003.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -222014.953125 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -222015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -222024.562500 Penalty: 2483.820312
	Iteration 16Q: 3 clusters Score -222024.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -222032.390625 Penalty: 2483.820312
	Iteration 17Q: 3 clusters Score -222032.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -222040.734375 Penalty: 2483.820312
	Iteration 18Q: 3 clusters Score -222040.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -222050.203125 Penalty: 2483.820312
	Iteration 19Q: 3 clusters Score -222050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -222059.281250 Penalty: 2483.820312
	Iteration 20F: 3 clusters Score -222059.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -222071.609375 Penalty: 2483.820312
	Iteration 21Q: 3 clusters Score -222071.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -222084.250000 Penalty: 2483.820312
	Iteration 22Q: 3 clusters Score -222084.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -222096.531250 Penalty: 2483.820312
	Iteration 23Q: 3 clusters Score -222096.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -222115.015625 Penalty: 2483.820312
	Iteration 24Q: 3 clusters Score -222115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -222125.234375 Penalty: 2483.820312
	Iteration 25Q: 3 clusters Score -222125.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -222140.375000 Penalty: 2483.820312
	Iteration 26Q: 3 clusters Score -222140.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -222151.484375 Penalty: 2483.820312
	Iteration 27Q: 3 clusters Score -222151.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -222157.031250 Penalty: 2483.820312
	Iteration 28Q: 3 clusters Score -222157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -222165.687500 Penalty: 2483.820312
	Iteration 29Q: 3 clusters Score -222165.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -222174.031250 Penalty: 2483.820312
	Iteration 30Q: 3 clusters Score -222174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -222181.343750 Penalty: 2483.820312
	Iteration 31Q: 3 clusters Score -222181.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -222189.312500 Penalty: 2483.820312
	Iteration 32Q: 3 clusters Score -222189.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -222193.265625 Penalty: 2483.820312
	Iteration 33Q: 3 clusters Score -222193.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -222200.640625 Penalty: 2483.820312
	Iteration 34Q: 3 clusters Score -222200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -222207.125000 Penalty: 2483.820312
	Iteration 35Q: 3 clusters Score -222207.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -222211.906250 Penalty: 2483.820312
	Iteration 36Q: 3 clusters Score -222211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -222217.546875 Penalty: 2483.820312
	Iteration 37Q: 3 clusters Score -222217.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -222226.000000 Penalty: 2483.820312
	Iteration 38Q: 3 clusters Score -222226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -222233.140625 Penalty: 2483.820312
	Iteration 39Q: 3 clusters Score -222233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -222237.984375 Penalty: 2483.820312
	Iteration 40F: 3 clusters Score -222238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -222240.640625 Penalty: 2483.820312
	Iteration 41Q: 3 clusters Score -222240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -222244.046875 Penalty: 2483.820312
	Iteration 42Q: 3 clusters Score -222244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -222247.906250 Penalty: 2483.820312
	Iteration 43Q: 3 clusters Score -222247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -222251.406250 Penalty: 2483.820312
	Iteration 44Q: 3 clusters Score -222251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -222254.000000 Penalty: 2483.820312
	Iteration 45Q: 3 clusters Score -222254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -222256.281250 Penalty: 2483.820312
	Iteration 46Q: 3 clusters Score -222256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -222256.718750 Penalty: 2483.820312
	Iteration 47Q: 3 clusters Score -222256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -222257.875000 Penalty: 2483.820312
	Iteration 48Q: 3 clusters Score -222257.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -222257.875000 Penalty: 2483.820312
	Iteration 49F: 3 clusters Score -222257.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Entering Unmasked Estep 
Score: -2222067.750000 Penalty: 1621.046143
	Iteration 0F: 2 clusters Score -2222068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2207356.500000 Penalty: 3242.092285
	Iteration 0F: 3 clusters Score -2207356 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2212684.750000 Penalty: 3242.092285
	Iteration 1F: 3 clusters Score -2212685 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2212904.000000 Penalty: 3242.092285
	Iteration 2Q: 3 clusters Score -2212904 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2213122.500000 Penalty: 3242.092285
	Iteration 3Q: 3 clusters Score -2213122 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2213337.500000 Penalty: 3242.092285
	Iteration 4Q: 3 clusters Score -2213338 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2213550.000000 Penalty: 3242.092285
	Iteration 5Q: 3 clusters Score -2213550 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2213779.500000 Penalty: 3242.092285
	Iteration 6Q: 3 clusters Score -2213780 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2214058.500000 Penalty: 3242.092285
	Iteration 7Q: 3 clusters Score -2214058 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2214409.250000 Penalty: 3242.092285
	Iteration 8Q: 3 clusters Score -2214409 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2214922.500000 Penalty: 3242.092285
	Iteration 9Q: 3 clusters Score -2214922 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2215612.250000 Penalty: 3242.092285
	Iteration 10Q: 3 clusters Score -2215612 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2216407.750000 Penalty: 3242.092285
	Iteration 11F: 3 clusters Score -2216408 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2217175.750000 Penalty: 3242.092285
	Iteration 12F: 3 clusters Score -2217176 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2217690.000000 Penalty: 3242.092285
	Iteration 13Q: 3 clusters Score -2217690 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2217986.250000 Penalty: 3242.092285
	Iteration 14Q: 3 clusters Score -2217986 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2218166.750000 Penalty: 3242.092285
	Iteration 15Q: 3 clusters Score -2218167 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2218305.250000 Penalty: 3242.092285
	Iteration 16Q: 3 clusters Score -2218305 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2218406.000000 Penalty: 3242.092285
	Iteration 17Q: 3 clusters Score -2218406 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2218474.250000 Penalty: 3242.092285
	Iteration 18Q: 3 clusters Score -2218474 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2218552.250000 Penalty: 3242.092285
	Iteration 19Q: 3 clusters Score -2218552 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2218608.750000 Penalty: 3242.092285
	Iteration 20F: 3 clusters Score -2218609 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2218670.750000 Penalty: 3242.092285
	Iteration 21Q: 3 clusters Score -2218671 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2218725.500000 Penalty: 3242.092285
	Iteration 22Q: 3 clusters Score -2218726 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2218765.500000 Penalty: 3242.092285
	Iteration 23Q: 3 clusters Score -2218766 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2218819.750000 Penalty: 3242.092285
	Iteration 24Q: 3 clusters Score -2218820 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2218872.750000 Penalty: 3242.092285
	Iteration 25Q: 3 clusters Score -2218873 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2218916.250000 Penalty: 3242.092285
	Iteration 26Q: 3 clusters Score -2218916 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2218982.000000 Penalty: 3242.092285
	Iteration 27Q: 3 clusters Score -2218982 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2219042.500000 Penalty: 3242.092285
	Iteration 28Q: 3 clusters Score -2219042 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2219102.500000 Penalty: 3242.092285
	Iteration 29Q: 3 clusters Score -2219102 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2219182.000000 Penalty: 3242.092285
	Iteration 30Q: 3 clusters Score -2219182 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2219242.750000 Penalty: 3242.092285
	Iteration 31Q: 3 clusters Score -2219243 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2219316.750000 Penalty: 3242.092285
	Iteration 32Q: 3 clusters Score -2219317 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2219398.250000 Penalty: 3242.092285
	Iteration 33Q: 3 clusters Score -2219398 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2219484.750000 Penalty: 3242.092285
	Iteration 34Q: 3 clusters Score -2219485 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2219562.000000 Penalty: 3242.092285
	Iteration 35Q: 3 clusters Score -2219562 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2219661.500000 Penalty: 3242.092285
	Iteration 36Q: 3 clusters Score -2219662 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2219758.500000 Penalty: 3242.092285
	Iteration 37Q: 3 clusters Score -2219758 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2219852.500000 Penalty: 3242.092285
	Iteration 38Q: 3 clusters Score -2219852 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2219929.000000 Penalty: 3242.092285
	Iteration 39Q: 3 clusters Score -2219929 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2220016.000000 Penalty: 3242.092285
	Iteration 40F: 3 clusters Score -2220016 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2220097.000000 Penalty: 3242.092285
	Iteration 41Q: 3 clusters Score -2220097 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2220163.500000 Penalty: 3242.092285
	Iteration 42Q: 3 clusters Score -2220164 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2220225.250000 Penalty: 3242.092285
	Iteration 43Q: 3 clusters Score -2220225 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2220280.750000 Penalty: 3242.092285
	Iteration 44Q: 3 clusters Score -2220281 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2220345.500000 Penalty: 3242.092285
	Iteration 45Q: 3 clusters Score -2220346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2220398.750000 Penalty: 3242.092285
	Iteration 46Q: 3 clusters Score -2220399 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2220456.000000 Penalty: 3242.092285
	Iteration 47Q: 3 clusters Score -2220456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2220502.250000 Penalty: 3242.092285
	Iteration 48Q: 3 clusters Score -2220502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2220538.500000 Penalty: 3242.092285
	Iteration 49Q: 3 clusters Score -2220538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2220578.000000 Penalty: 3242.092285
	Iteration 50Q: 3 clusters Score -2220578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2220601.500000 Penalty: 3242.092285
	Iteration 51Q: 3 clusters Score -2220602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2220620.250000 Penalty: 3242.092285
	Iteration 52Q: 3 clusters Score -2220620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2220633.250000 Penalty: 3242.092285
	Iteration 53Q: 3 clusters Score -2220633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2220647.000000 Penalty: 3242.092285
	Iteration 54Q: 3 clusters Score -2220647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2220659.750000 Penalty: 3242.092285
	Iteration 55Q: 3 clusters Score -2220660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2220670.500000 Penalty: 3242.092285
	Iteration 56Q: 3 clusters Score -2220670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2220686.750000 Penalty: 3242.092285
	Iteration 57Q: 3 clusters Score -2220687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2220694.500000 Penalty: 3242.092285
	Iteration 58Q: 3 clusters Score -2220694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2220710.250000 Penalty: 3242.092285
	Iteration 59Q: 3 clusters Score -2220710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2220719.750000 Penalty: 3242.092285
	Iteration 60F: 3 clusters Score -2220720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2220730.500000 Penalty: 3242.092285
	Iteration 61Q: 3 clusters Score -2220730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2220746.000000 Penalty: 3242.092285
	Iteration 62Q: 3 clusters Score -2220746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2220755.500000 Penalty: 3242.092285
	Iteration 63Q: 3 clusters Score -2220756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2220762.500000 Penalty: 3242.092285
	Iteration 64Q: 3 clusters Score -2220762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2220776.250000 Penalty: 3242.092285
	Iteration 65Q: 3 clusters Score -2220776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2220782.750000 Penalty: 3242.092285
	Iteration 66Q: 3 clusters Score -2220783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2220791.000000 Penalty: 3242.092285
	Iteration 67Q: 3 clusters Score -2220791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2220797.000000 Penalty: 3242.092285
	Iteration 68Q: 3 clusters Score -2220797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2220800.000000 Penalty: 3242.092285
	Iteration 69Q: 3 clusters Score -2220800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2220803.500000 Penalty: 3242.092285
	Iteration 70Q: 3 clusters Score -2220804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2220808.500000 Penalty: 3242.092285
	Iteration 71Q: 3 clusters Score -2220808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2220811.750000 Penalty: 3242.092285
	Iteration 72Q: 3 clusters Score -2220812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2220811.000000 Penalty: 3242.092285
	Iteration 73Q: 3 clusters Score -2220811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2220811.000000 Penalty: 3242.092285
	Iteration 74Q: 3 clusters Score -2220811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2220811.000000 Penalty: 3242.092285
	Iteration 75F: 3 clusters Score -2220811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -265159.593750 Penalty: 1279.706909
	Iteration 0F: 2 clusters Score -265159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -262645.218750 Penalty: 2559.413818
	Iteration 0F: 3 clusters Score -262645.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -263261.062500 Penalty: 2559.413818
	Iteration 1F: 3 clusters Score -263261.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -263465.062500 Penalty: 2559.413818
	Iteration 2F: 3 clusters Score -263465.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -263625.000000 Penalty: 2559.413818
	Iteration 3F: 3 clusters Score -263625 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263767.375000 Penalty: 2559.413818
	Iteration 4Q: 3 clusters Score -263767.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -263888.625000 Penalty: 2559.413818
	Iteration 5Q: 3 clusters Score -263888.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264051.968750 Penalty: 2559.413818
	Iteration 6F: 3 clusters Score -264052 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -264222.656250 Penalty: 2559.413818
	Iteration 7F: 3 clusters Score -264222.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -264417.375000 Penalty: 2559.413818
	Iteration 8F: 3 clusters Score -264417.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -264639.812500 Penalty: 2559.413818
	Iteration 9F: 3 clusters Score -264639.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -264943.781250 Penalty: 2559.413818
	Iteration 10Q: 3 clusters Score -264943.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -265359.031250 Penalty: 2559.413818
	Iteration 11Q: 3 clusters Score -265359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -265487.187500 Penalty: 2559.413818
	Iteration 12Q: 3 clusters Score -265487.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -265507.625000 Penalty: 2559.413818
	Iteration 13Q: 3 clusters Score -265507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -265508.781250 Penalty: 2559.413818
	Iteration 14Q: 3 clusters Score -265508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -265508.781250 Penalty: 2559.413818
	Iteration 15F: 3 clusters Score -265508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 288886 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 283181 members 
Mstep: Class 6 contains 65243 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 2062 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 569 members 
Mstep: Class 14 contains 29618 members 
Mstep: Class 15 contains 93987 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 18 contains 55547 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
Score: -94143904.000000 Penalty: 40232.003906
Splitting cluster 10 changes total score from -94144408.000000 to -94143904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -266355.031250 Penalty: 1275.515137
	Iteration 0F: 2 clusters Score -266355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -263911.500000 Penalty: 2551.030273
	Iteration 0F: 3 clusters Score -263911.5 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -264424.781250 Penalty: 2551.030273
	Iteration 1F: 3 clusters Score -264424.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -264542.625000 Penalty: 2551.030273
	Iteration 2F: 3 clusters Score -264542.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -264615.406250 Penalty: 2551.030273
	Iteration 3Q: 3 clusters Score -264615.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -264670.562500 Penalty: 2551.030273
	Iteration 4Q: 3 clusters Score -264670.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -264711.906250 Penalty: 2551.030273
	Iteration 5Q: 3 clusters Score -264711.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -264741.312500 Penalty: 2551.030273
	Iteration 6Q: 3 clusters Score -264741.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -264764.281250 Penalty: 2551.030273
	Iteration 7Q: 3 clusters Score -264764.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -264781.406250 Penalty: 2551.030273
	Iteration 8Q: 3 clusters Score -264781.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -264799.906250 Penalty: 2551.030273
	Iteration 9Q: 3 clusters Score -264799.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -264816.062500 Penalty: 2551.030273
	Iteration 10Q: 3 clusters Score -264816.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -264827.812500 Penalty: 2551.030273
	Iteration 11Q: 3 clusters Score -264827.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -264839.500000 Penalty: 2551.030273
	Iteration 12Q: 3 clusters Score -264839.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -264848.406250 Penalty: 2551.030273
	Iteration 13Q: 3 clusters Score -264848.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -264857.906250 Penalty: 2551.030273
	Iteration 14Q: 3 clusters Score -264857.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -264869.812500 Penalty: 2551.030273
	Iteration 15Q: 3 clusters Score -264869.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -264879.937500 Penalty: 2551.030273
	Iteration 16Q: 3 clusters Score -264879.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -264888.343750 Penalty: 2551.030273
	Iteration 17Q: 3 clusters Score -264888.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -264897.750000 Penalty: 2551.030273
	Iteration 18Q: 3 clusters Score -264897.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -264903.156250 Penalty: 2551.030273
	Iteration 19Q: 3 clusters Score -264903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -264905.906250 Penalty: 2551.030273
	Iteration 20F: 3 clusters Score -264905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -264906.937500 Penalty: 2551.030273
	Iteration 21Q: 3 clusters Score -264906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -264908.312500 Penalty: 2551.030273
	Iteration 22Q: 3 clusters Score -264908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -264908.312500 Penalty: 2551.030273
	Iteration 23Q: 3 clusters Score -264908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -264908.656250 Penalty: 2551.030273
	Iteration 24Q: 3 clusters Score -264908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -264909.781250 Penalty: 2551.030273
	Iteration 25Q: 3 clusters Score -264909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -264910.406250 Penalty: 2551.030273
	Iteration 26Q: 3 clusters Score -264910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -264910.906250 Penalty: 2551.030273
	Iteration 27Q: 3 clusters Score -264910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -264911.281250 Penalty: 2551.030273
	Iteration 28Q: 3 clusters Score -264911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -264911.843750 Penalty: 2551.030273
	Iteration 29Q: 3 clusters Score -264911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -264911.843750 Penalty: 2551.030273
	Iteration 30F: 3 clusters Score -264911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Entering Unmasked Estep 
Score: -3062530.500000 Penalty: 1673.122437
	Iteration 0F: 2 clusters Score -3062530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3042420.500000 Penalty: 3346.244873
	Iteration 0F: 3 clusters Score -3042420 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3050058.250000 Penalty: 3346.244873
	Iteration 1F: 3 clusters Score -3050058 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3050449.250000 Penalty: 3346.244873
	Iteration 2Q: 3 clusters Score -3050449 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3050820.500000 Penalty: 3346.244873
	Iteration 3Q: 3 clusters Score -3050820 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3051336.500000 Penalty: 3346.244873
	Iteration 4Q: 3 clusters Score -3051336 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3052069.250000 Penalty: 3346.244873
	Iteration 5Q: 3 clusters Score -3052069 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3053096.500000 Penalty: 3346.244873
	Iteration 6F: 3 clusters Score -3053096 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3054399.000000 Penalty: 3346.244873
	Iteration 7F: 3 clusters Score -3054399 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3055852.000000 Penalty: 3346.244873
	Iteration 8F: 3 clusters Score -3055852 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -3057131.000000 Penalty: 3346.244873
	Iteration 9F: 3 clusters Score -3057131 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3057944.750000 Penalty: 3346.244873
	Iteration 10Q: 3 clusters Score -3057945 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3058415.000000 Penalty: 3346.244873
	Iteration 11Q: 3 clusters Score -3058415 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3058726.500000 Penalty: 3346.244873
	Iteration 12Q: 3 clusters Score -3058726 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3058919.250000 Penalty: 3346.244873
	Iteration 13Q: 3 clusters Score -3058919 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3059087.000000 Penalty: 3346.244873
	Iteration 14Q: 3 clusters Score -3059087 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3059239.250000 Penalty: 3346.244873
	Iteration 15Q: 3 clusters Score -3059239 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3059396.000000 Penalty: 3346.244873
	Iteration 16Q: 3 clusters Score -3059396 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3059569.000000 Penalty: 3346.244873
	Iteration 17Q: 3 clusters Score -3059569 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3059718.750000 Penalty: 3346.244873
	Iteration 18Q: 3 clusters Score -3059719 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3059867.500000 Penalty: 3346.244873
	Iteration 19Q: 3 clusters Score -3059868 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3060019.500000 Penalty: 3346.244873
	Iteration 20F: 3 clusters Score -3060020 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3060118.750000 Penalty: 3346.244873
	Iteration 21Q: 3 clusters Score -3060119 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3060209.500000 Penalty: 3346.244873
	Iteration 22Q: 3 clusters Score -3060210 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3060313.750000 Penalty: 3346.244873
	Iteration 23Q: 3 clusters Score -3060314 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3060404.500000 Penalty: 3346.244873
	Iteration 24Q: 3 clusters Score -3060404 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3060487.750000 Penalty: 3346.244873
	Iteration 25Q: 3 clusters Score -3060488 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3060566.000000 Penalty: 3346.244873
	Iteration 26Q: 3 clusters Score -3060566 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3060649.000000 Penalty: 3346.244873
	Iteration 27Q: 3 clusters Score -3060649 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3060730.750000 Penalty: 3346.244873
	Iteration 28Q: 3 clusters Score -3060731 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3060808.500000 Penalty: 3346.244873
	Iteration 29Q: 3 clusters Score -3060808 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3060872.000000 Penalty: 3346.244873
	Iteration 30Q: 3 clusters Score -3060872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3060937.750000 Penalty: 3346.244873
	Iteration 31Q: 3 clusters Score -3060938 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3061012.500000 Penalty: 3346.244873
	Iteration 32Q: 3 clusters Score -3061012 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3061044.500000 Penalty: 3346.244873
	Iteration 33Q: 3 clusters Score -3061044 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3061079.250000 Penalty: 3346.244873
	Iteration 34Q: 3 clusters Score -3061079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3061105.500000 Penalty: 3346.244873
	Iteration 35Q: 3 clusters Score -3061106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3061120.000000 Penalty: 3346.244873
	Iteration 36Q: 3 clusters Score -3061120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3061127.250000 Penalty: 3346.244873
	Iteration 37Q: 3 clusters Score -3061127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3061138.500000 Penalty: 3346.244873
	Iteration 38Q: 3 clusters Score -3061138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3061159.750000 Penalty: 3346.244873
	Iteration 39Q: 3 clusters Score -3061160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3061179.250000 Penalty: 3346.244873
	Iteration 40F: 3 clusters Score -3061179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3061191.500000 Penalty: 3346.244873
	Iteration 41Q: 3 clusters Score -3061192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3061212.000000 Penalty: 3346.244873
	Iteration 42Q: 3 clusters Score -3061212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3061227.000000 Penalty: 3346.244873
	Iteration 43Q: 3 clusters Score -3061227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3061233.250000 Penalty: 3346.244873
	Iteration 44Q: 3 clusters Score -3061233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3061243.250000 Penalty: 3346.244873
	Iteration 45Q: 3 clusters Score -3061243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3061236.500000 Penalty: 3346.244873
	Iteration 46Q: 3 clusters Score -3061236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3061241.500000 Penalty: 3346.244873
	Iteration 47Q: 3 clusters Score -3061242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3061243.500000 Penalty: 3346.244873
	Iteration 48Q: 3 clusters Score -3061244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3061247.750000 Penalty: 3346.244873
	Iteration 49Q: 3 clusters Score -3061248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3061250.500000 Penalty: 3346.244873
	Iteration 50Q: 3 clusters Score -3061250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3061253.000000 Penalty: 3346.244873
	Iteration 51Q: 3 clusters Score -3061253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3061259.500000 Penalty: 3346.244873
	Iteration 52Q: 3 clusters Score -3061260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3061265.500000 Penalty: 3346.244873
	Iteration 53Q: 3 clusters Score -3061266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3061273.250000 Penalty: 3346.244873
	Iteration 54Q: 3 clusters Score -3061273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3061276.000000 Penalty: 3346.244873
	Iteration 55Q: 3 clusters Score -3061276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3061273.750000 Penalty: 3346.244873
	Iteration 56Q: 3 clusters Score -3061274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3061275.250000 Penalty: 3346.244873
	Iteration 57Q: 3 clusters Score -3061275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3061273.750000 Penalty: 3346.244873
	Iteration 58Q: 3 clusters Score -3061274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3061281.500000 Penalty: 3346.244873
	Iteration 59Q: 3 clusters Score -3061282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3061284.500000 Penalty: 3346.244873
	Iteration 60F: 3 clusters Score -3061284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3061285.500000 Penalty: 3346.244873
	Iteration 61Q: 3 clusters Score -3061286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3061287.000000 Penalty: 3346.244873
	Iteration 62Q: 3 clusters Score -3061287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3061287.750000 Penalty: 3346.244873
	Iteration 63Q: 3 clusters Score -3061288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3061291.750000 Penalty: 3346.244873
	Iteration 64Q: 3 clusters Score -3061292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3061289.000000 Penalty: 3346.244873
	Iteration 65Q: 3 clusters Score -3061289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3061294.000000 Penalty: 3346.244873
	Iteration 66Q: 3 clusters Score -3061294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3061292.750000 Penalty: 3346.244873
	Iteration 67Q: 3 clusters Score -3061293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3061290.000000 Penalty: 3346.244873
	Iteration 68Q: 3 clusters Score -3061290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3061289.500000 Penalty: 3346.244873
	Iteration 69Q: 3 clusters Score -3061290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3061290.500000 Penalty: 3346.244873
	Iteration 70Q: 3 clusters Score -3061290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3061289.750000 Penalty: 3346.244873
	Iteration 71Q: 3 clusters Score -3061290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3061291.000000 Penalty: 3346.244873
	Iteration 72Q: 3 clusters Score -3061291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3061292.500000 Penalty: 3346.244873
	Iteration 73Q: 3 clusters Score -3061292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3061292.500000 Penalty: 3346.244873
	Iteration 74F: 3 clusters Score -3061292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Entering Unmasked Estep 
Score: -9729789.000000 Penalty: 1860.773071
	Iteration 0F: 2 clusters Score -9729789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -9667078.000000 Penalty: 3721.546143
	Iteration 0F: 3 clusters Score -9667078 nChanged 44797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -9692962.000000 Penalty: 3721.546143
	Iteration 1F: 3 clusters Score -9692962 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -9693716.000000 Penalty: 3721.546143
	Iteration 2Q: 3 clusters Score -9693716 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -9694592.000000 Penalty: 3721.546143
	Iteration 3Q: 3 clusters Score -9694592 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -9695827.000000 Penalty: 3721.546143
	Iteration 4Q: 3 clusters Score -9695827 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -9697598.000000 Penalty: 3721.546143
	Iteration 5Q: 3 clusters Score -9697598 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -9700038.000000 Penalty: 3721.546143
	Iteration 6Q: 3 clusters Score -9700038 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -9703501.000000 Penalty: 3721.546143
	Iteration 7F: 3 clusters Score -9703501 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -9708245.000000 Penalty: 3721.546143
	Iteration 8F: 3 clusters Score -9708245 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -9712972.000000 Penalty: 3721.546143
	Iteration 9F: 3 clusters Score -9712972 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -9715563.000000 Penalty: 3721.546143
	Iteration 10F: 3 clusters Score -9715563 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -9716587.000000 Penalty: 3721.546143
	Iteration 11Q: 3 clusters Score -9716587 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -9716879.000000 Penalty: 3721.546143
	Iteration 12Q: 3 clusters Score -9716879 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -9717036.000000 Penalty: 3721.546143
	Iteration 13Q: 3 clusters Score -9717036 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -9717268.000000 Penalty: 3721.546143
	Iteration 14Q: 3 clusters Score -9717268 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -9717410.000000 Penalty: 3721.546143
	Iteration 15Q: 3 clusters Score -9717410 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -9717549.000000 Penalty: 3721.546143
	Iteration 16Q: 3 clusters Score -9717549 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -9717635.000000 Penalty: 3721.546143
	Iteration 17Q: 3 clusters Score -9717635 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -9717707.000000 Penalty: 3721.546143
	Iteration 18Q: 3 clusters Score -9717707 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -9717826.000000 Penalty: 3721.546143
	Iteration 19Q: 3 clusters Score -9717826 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -9717942.000000 Penalty: 3721.546143
	Iteration 20F: 3 clusters Score -9717942 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -9718037.000000 Penalty: 3721.546143
	Iteration 21Q: 3 clusters Score -9718037 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -9718110.000000 Penalty: 3721.546143
	Iteration 22Q: 3 clusters Score -9718110 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -9718202.000000 Penalty: 3721.546143
	Iteration 23Q: 3 clusters Score -9718202 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -9718319.000000 Penalty: 3721.546143
	Iteration 24Q: 3 clusters Score -9718319 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -9718392.000000 Penalty: 3721.546143
	Iteration 25Q: 3 clusters Score -9718392 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -9718418.000000 Penalty: 3721.546143
	Iteration 26Q: 3 clusters Score -9718418 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -9718482.000000 Penalty: 3721.546143
	Iteration 27Q: 3 clusters Score -9718482 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -9718547.000000 Penalty: 3721.546143
	Iteration 28Q: 3 clusters Score -9718547 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -9718618.000000 Penalty: 3721.546143
	Iteration 29Q: 3 clusters Score -9718618 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -9718706.000000 Penalty: 3721.546143
	Iteration 30Q: 3 clusters Score -9718706 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -9718731.000000 Penalty: 3721.546143
	Iteration 31Q: 3 clusters Score -9718731 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -9718819.000000 Penalty: 3721.546143
	Iteration 32Q: 3 clusters Score -9718819 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -9718838.000000 Penalty: 3721.546143
	Iteration 33Q: 3 clusters Score -9718838 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -9718866.000000 Penalty: 3721.546143
	Iteration 34Q: 3 clusters Score -9718866 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -9718958.000000 Penalty: 3721.546143
	Iteration 35Q: 3 clusters Score -9718958 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -9718994.000000 Penalty: 3721.546143
	Iteration 36Q: 3 clusters Score -9718994 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -9719050.000000 Penalty: 3721.546143
	Iteration 37Q: 3 clusters Score -9719050 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -9719077.000000 Penalty: 3721.546143
	Iteration 38Q: 3 clusters Score -9719077 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -9719154.000000 Penalty: 3721.546143
	Iteration 39Q: 3 clusters Score -9719154 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -9719171.000000 Penalty: 3721.546143
	Iteration 40F: 3 clusters Score -9719171 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 47Q: 3 clusters Score -9719377 nChanged 284
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	Iteration 48Q: 3 clusters Score -9719406 nChanged 269
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9719438 nChanged 242
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9719446 nChanged 190
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9719425 nChanged 137
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	Iteration 55Q: 3 clusters Score -9719442 nChanged 115
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9719454 nChanged 103
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9719462 nChanged 83
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9719454 nChanged 74
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9719449 nChanged 81
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9719446 nChanged 79
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9719462 nChanged 71
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9719455 nChanged 65
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9719447 nChanged 51
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	Iteration 64Q: 3 clusters Score -9719447 nChanged 39
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9719448 nChanged 31
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9719457 nChanged 35
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9719471 nChanged 21
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	Iteration 69Q: 3 clusters Score -9719477 nChanged 20
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	Iteration 70Q: 3 clusters Score -9719484 nChanged 13
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	Iteration 71Q: 3 clusters Score -9719485 nChanged 13
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	Iteration 72Q: 3 clusters Score -9719482 nChanged 19
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9719481 nChanged 21
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9719481 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9719494 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9719490 nChanged 17
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9719481 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9719466 nChanged 18
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9719469 nChanged 7
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9719475 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9719472 nChanged 9
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9719476 nChanged 14
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9719476 nChanged 13
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9719478 nChanged 14
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9719474 nChanged 14
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9719478 nChanged 13
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Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9719488 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9719489 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9719488 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9719481 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9719475 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9719475 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9719476 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9719477 nChanged 8
Entering Unmasked Mstep 
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	Iteration 95Q: 3 clusters Score -9719479 nChanged 7
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	Iteration 96Q: 3 clusters Score -9719479 nChanged 8
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	Iteration 97Q: 3 clusters Score -9719483 nChanged 3
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	Iteration 98Q: 3 clusters Score -9719485 nChanged 2
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	Iteration 99Q: 3 clusters Score -9719482 nChanged 2
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9719483 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9719483 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9719481 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9719487 nChanged 2
Entering Unmasked Mstep 
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	Iteration 104Q: 3 clusters Score -9719489 nChanged 2
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9719487 nChanged 4
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	Iteration 106Q: 3 clusters Score -9719491 nChanged 5
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	Iteration 107Q: 3 clusters Score -9719483 nChanged 6
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	Iteration 108Q: 3 clusters Score -9719492 nChanged 6
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	Iteration 109Q: 3 clusters Score -9719495 nChanged 3
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	Iteration 110Q: 3 clusters Score -9719497 nChanged 1
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	Iteration 111Q: 3 clusters Score -9719488 nChanged 1
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	Iteration 112Q: 3 clusters Score -9719490 nChanged 1
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	Iteration 113Q: 3 clusters Score -9719487 nChanged 3
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	Iteration 114Q: 3 clusters Score -9719484 nChanged 1
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	Iteration 115Q: 3 clusters Score -9719490 nChanged 2
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	Iteration 116Q: 3 clusters Score -9719491 nChanged 4
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	Iteration 117Q: 3 clusters Score -9719487 nChanged 2
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	Iteration 118Q: 3 clusters Score -9719486 nChanged 3
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	Iteration 119Q: 3 clusters Score -9719484 nChanged 4
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9719479 nChanged 5
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	Iteration 121Q: 3 clusters Score -9719482 nChanged 3
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	Iteration 122Q: 3 clusters Score -9719478 nChanged 0
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	Iteration 123F: 3 clusters Score -9719478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -4107292 nChanged 0
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Assigned 3 initial classes randomly.
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	Iteration 3F: 3 clusters Score -4093576 nChanged 2990
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Mstep: Class 2 contains 29479 members 
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	Iteration 4F: 3 clusters Score -4095827 nChanged 3429
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Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4098918 nChanged 3086
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Mstep: Class 1 contains 3860 members 
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Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4102029 nChanged 2174
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Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4104286 nChanged 996
Entering Unmasked Mstep 
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Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4105286 nChanged 346
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Mstep: Class 2 contains 39408 members 
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	Iteration 9Q: 3 clusters Score -4105667 nChanged 145
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Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -4105820.250000 Penalty: 3442.342773
	Iteration 10Q: 3 clusters Score -4105820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -4105908.250000 Penalty: 3442.342773
	Iteration 11Q: 3 clusters Score -4105908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4105954.250000 Penalty: 3442.342773
	Iteration 12Q: 3 clusters Score -4105954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4105977.500000 Penalty: 3442.342773
	Iteration 13Q: 3 clusters Score -4105978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4106003.250000 Penalty: 3442.342773
	Iteration 14Q: 3 clusters Score -4106003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4106021.000000 Penalty: 3442.342773
	Iteration 15Q: 3 clusters Score -4106021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -4106030.750000 Penalty: 3442.342773
	Iteration 16Q: 3 clusters Score -4106031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -4106032.000000 Penalty: 3442.342773
	Iteration 17Q: 3 clusters Score -4106032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -4106035.250000 Penalty: 3442.342773
	Iteration 18Q: 3 clusters Score -4106035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -4106035.250000 Penalty: 3442.342773
	Iteration 19F: 3 clusters Score -4106035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Entering Unmasked Estep 
Score: -5500687.500000 Penalty: 1775.310059
	Iteration 0F: 2 clusters Score -5500688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -5463481.000000 Penalty: 3550.620117
	Iteration 0F: 3 clusters Score -5463481 nChanged 26091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -5478197.000000 Penalty: 3550.620117
	Iteration 1F: 3 clusters Score -5478197 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -5478620.500000 Penalty: 3550.620117
	Iteration 2Q: 3 clusters Score -5478620 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -5479058.000000 Penalty: 3550.620117
	Iteration 3Q: 3 clusters Score -5479058 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -5479606.000000 Penalty: 3550.620117
	Iteration 4Q: 3 clusters Score -5479606 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -5480390.000000 Penalty: 3550.620117
	Iteration 5Q: 3 clusters Score -5480390 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -5481594.500000 Penalty: 3550.620117
	Iteration 6Q: 3 clusters Score -5481594 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5483498.000000 Penalty: 3550.620117
	Iteration 7F: 3 clusters Score -5483498 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5486396.000000 Penalty: 3550.620117
	Iteration 8F: 3 clusters Score -5486396 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -5489994.500000 Penalty: 3550.620117
	Iteration 9F: 3 clusters Score -5489994 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -5493250.000000 Penalty: 3550.620117
	Iteration 10F: 3 clusters Score -5493250 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -5495667.000000 Penalty: 3550.620117
	Iteration 11F: 3 clusters Score -5495667 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -5497222.000000 Penalty: 3550.620117
	Iteration 12Q: 3 clusters Score -5497222 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -5498281.000000 Penalty: 3550.620117
	Iteration 13Q: 3 clusters Score -5498281 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -5498957.500000 Penalty: 3550.620117
	Iteration 14Q: 3 clusters Score -5498958 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -5499383.500000 Penalty: 3550.620117
	Iteration 15Q: 3 clusters Score -5499384 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -5499622.000000 Penalty: 3550.620117
	Iteration 16Q: 3 clusters Score -5499622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -5499775.000000 Penalty: 3550.620117
	Iteration 17Q: 3 clusters Score -5499775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -5499878.500000 Penalty: 3550.620117
	Iteration 18Q: 3 clusters Score -5499878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -5499948.500000 Penalty: 3550.620117
	Iteration 19Q: 3 clusters Score -5499948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -5500008.500000 Penalty: 3550.620117
	Iteration 20F: 3 clusters Score -5500008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -5500051.500000 Penalty: 3550.620117
	Iteration 21Q: 3 clusters Score -5500052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -5500081.000000 Penalty: 3550.620117
	Iteration 22Q: 3 clusters Score -5500081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -5500098.500000 Penalty: 3550.620117
	Iteration 23Q: 3 clusters Score -5500098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -5500106.500000 Penalty: 3550.620117
	Iteration 24Q: 3 clusters Score -5500106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -5500106.000000 Penalty: 3550.620117
	Iteration 25Q: 3 clusters Score -5500106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -5500112.000000 Penalty: 3550.620117
	Iteration 26Q: 3 clusters Score -5500112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -5500116.000000 Penalty: 3550.620117
	Iteration 27Q: 3 clusters Score -5500116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -5500115.500000 Penalty: 3550.620117
	Iteration 28Q: 3 clusters Score -5500116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -5500115.500000 Penalty: 3550.620117
	Iteration 29F: 3 clusters Score -5500116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -293606.687500 Penalty: 1286.836304
	Iteration 0F: 2 clusters Score -293606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -291037.625000 Penalty: 2573.672607
	Iteration 0F: 3 clusters Score -291037.6 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -291609.656250 Penalty: 2573.672607
	Iteration 1F: 3 clusters Score -291609.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -291693.750000 Penalty: 2573.672607
	Iteration 2F: 3 clusters Score -291693.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -291749.531250 Penalty: 2573.672607
	Iteration 3Q: 3 clusters Score -291749.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -291790.312500 Penalty: 2573.672607
	Iteration 4Q: 3 clusters Score -291790.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -291817.843750 Penalty: 2573.672607
	Iteration 5Q: 3 clusters Score -291817.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -291840.125000 Penalty: 2573.672607
	Iteration 6Q: 3 clusters Score -291840.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -291855.000000 Penalty: 2573.672607
	Iteration 7Q: 3 clusters Score -291855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -291871.687500 Penalty: 2573.672607
	Iteration 8Q: 3 clusters Score -291871.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -291891.062500 Penalty: 2573.672607
	Iteration 9Q: 3 clusters Score -291891.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -291905.125000 Penalty: 2573.672607
	Iteration 10Q: 3 clusters Score -291905.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -291921.406250 Penalty: 2573.672607
	Iteration 11Q: 3 clusters Score -291921.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -291936.343750 Penalty: 2573.672607
	Iteration 12Q: 3 clusters Score -291936.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -291952.343750 Penalty: 2573.672607
	Iteration 13Q: 3 clusters Score -291952.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -291967.968750 Penalty: 2573.672607
	Iteration 14Q: 3 clusters Score -291968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -291984.250000 Penalty: 2573.672607
	Iteration 15Q: 3 clusters Score -291984.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -292002.406250 Penalty: 2573.672607
	Iteration 16Q: 3 clusters Score -292002.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -292027.687500 Penalty: 2573.672607
	Iteration 17Q: 3 clusters Score -292027.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -292058.812500 Penalty: 2573.672607
	Iteration 18Q: 3 clusters Score -292058.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -292081.968750 Penalty: 2573.672607
	Iteration 19Q: 3 clusters Score -292082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -292110.156250 Penalty: 2573.672607
	Iteration 20F: 3 clusters Score -292110.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -292136.812500 Penalty: 2573.672607
	Iteration 21Q: 3 clusters Score -292136.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -292157.406250 Penalty: 2573.672607
	Iteration 22Q: 3 clusters Score -292157.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -292173.250000 Penalty: 2573.672607
	Iteration 23Q: 3 clusters Score -292173.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -292188.375000 Penalty: 2573.672607
	Iteration 24Q: 3 clusters Score -292188.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -292206.031250 Penalty: 2573.672607
	Iteration 25Q: 3 clusters Score -292206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -292228.125000 Penalty: 2573.672607
	Iteration 26Q: 3 clusters Score -292228.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -292252.406250 Penalty: 2573.672607
	Iteration 27Q: 3 clusters Score -292252.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -292274.375000 Penalty: 2573.672607
	Iteration 28Q: 3 clusters Score -292274.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -292295.750000 Penalty: 2573.672607
	Iteration 29Q: 3 clusters Score -292295.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -292310.531250 Penalty: 2573.672607
	Iteration 30Q: 3 clusters Score -292310.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -292322.656250 Penalty: 2573.672607
	Iteration 31Q: 3 clusters Score -292322.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -292328.562500 Penalty: 2573.672607
	Iteration 32Q: 3 clusters Score -292328.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -292333.062500 Penalty: 2573.672607
	Iteration 33Q: 3 clusters Score -292333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -292336.375000 Penalty: 2573.672607
	Iteration 34Q: 3 clusters Score -292336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -292341.437500 Penalty: 2573.672607
	Iteration 35Q: 3 clusters Score -292341.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -292350.656250 Penalty: 2573.672607
	Iteration 36Q: 3 clusters Score -292350.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -292360.312500 Penalty: 2573.672607
	Iteration 37Q: 3 clusters Score -292360.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -292368.718750 Penalty: 2573.672607
	Iteration 38Q: 3 clusters Score -292368.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -292379.187500 Penalty: 2573.672607
	Iteration 39Q: 3 clusters Score -292379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -292387.375000 Penalty: 2573.672607
	Iteration 40F: 3 clusters Score -292387.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -292391.531250 Penalty: 2573.672607
	Iteration 41Q: 3 clusters Score -292391.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -292395.531250 Penalty: 2573.672607
	Iteration 42Q: 3 clusters Score -292395.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -292399.250000 Penalty: 2573.672607
	Iteration 43Q: 3 clusters Score -292399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -292401.250000 Penalty: 2573.672607
	Iteration 44Q: 3 clusters Score -292401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -292403.531250 Penalty: 2573.672607
	Iteration 45Q: 3 clusters Score -292403.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -292410.343750 Penalty: 2573.672607
	Iteration 46Q: 3 clusters Score -292410.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -292421.968750 Penalty: 2573.672607
	Iteration 47Q: 3 clusters Score -292422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -292435.906250 Penalty: 2573.672607
	Iteration 48Q: 3 clusters Score -292435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -292448.218750 Penalty: 2573.672607
	Iteration 49Q: 3 clusters Score -292448.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -292457.000000 Penalty: 2573.672607
	Iteration 50Q: 3 clusters Score -292457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -292464.406250 Penalty: 2573.672607
	Iteration 51Q: 3 clusters Score -292464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -292467.656250 Penalty: 2573.672607
	Iteration 52Q: 3 clusters Score -292467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -292468.375000 Penalty: 2573.672607
	Iteration 53Q: 3 clusters Score -292468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -292468.718750 Penalty: 2573.672607
	Iteration 54Q: 3 clusters Score -292468.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -292468.718750 Penalty: 2573.672607
	Iteration 55F: 3 clusters Score -292468.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Entering Unmasked Estep 
Score: -219063.296875 Penalty: 1254.286377
	Iteration 0F: 2 clusters Score -219063.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -216823.828125 Penalty: 2508.572754
	Iteration 0F: 3 clusters Score -216823.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -217400.265625 Penalty: 2508.572754
	Iteration 1F: 3 clusters Score -217400.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -217556.281250 Penalty: 2508.572754
	Iteration 2F: 3 clusters Score -217556.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -217702.187500 Penalty: 2508.572754
	Iteration 3F: 3 clusters Score -217702.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -217837.531250 Penalty: 2508.572754
	Iteration 4Q: 3 clusters Score -217837.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -217938.718750 Penalty: 2508.572754
	Iteration 5Q: 3 clusters Score -217938.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -218023.703125 Penalty: 2508.572754
	Iteration 6Q: 3 clusters Score -218023.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -218075.578125 Penalty: 2508.572754
	Iteration 7Q: 3 clusters Score -218075.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -218127.484375 Penalty: 2508.572754
	Iteration 8Q: 3 clusters Score -218127.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -218165.953125 Penalty: 2508.572754
	Iteration 9Q: 3 clusters Score -218166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -218200.562500 Penalty: 2508.572754
	Iteration 10Q: 3 clusters Score -218200.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -218245.234375 Penalty: 2508.572754
	Iteration 11Q: 3 clusters Score -218245.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -218276.390625 Penalty: 2508.572754
	Iteration 12Q: 3 clusters Score -218276.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -218305.718750 Penalty: 2508.572754
	Iteration 13Q: 3 clusters Score -218305.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -218342.062500 Penalty: 2508.572754
	Iteration 14Q: 3 clusters Score -218342.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -218371.265625 Penalty: 2508.572754
	Iteration 15Q: 3 clusters Score -218371.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -218390.031250 Penalty: 2508.572754
	Iteration 16Q: 3 clusters Score -218390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -218406.328125 Penalty: 2508.572754
	Iteration 17Q: 3 clusters Score -218406.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -218419.406250 Penalty: 2508.572754
	Iteration 18Q: 3 clusters Score -218419.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -218431.140625 Penalty: 2508.572754
	Iteration 19Q: 3 clusters Score -218431.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -218445.062500 Penalty: 2508.572754
	Iteration 20F: 3 clusters Score -218445.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -218454.187500 Penalty: 2508.572754
	Iteration 21Q: 3 clusters Score -218454.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -218464.968750 Penalty: 2508.572754
	Iteration 22Q: 3 clusters Score -218465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -218476.296875 Penalty: 2508.572754
	Iteration 23Q: 3 clusters Score -218476.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -218482.171875 Penalty: 2508.572754
	Iteration 24Q: 3 clusters Score -218482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -218487.390625 Penalty: 2508.572754
	Iteration 25Q: 3 clusters Score -218487.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -218492.484375 Penalty: 2508.572754
	Iteration 26Q: 3 clusters Score -218492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -218496.796875 Penalty: 2508.572754
	Iteration 27Q: 3 clusters Score -218496.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -218502.890625 Penalty: 2508.572754
	Iteration 28Q: 3 clusters Score -218502.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -218508.140625 Penalty: 2508.572754
	Iteration 29Q: 3 clusters Score -218508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -218511.953125 Penalty: 2508.572754
	Iteration 30Q: 3 clusters Score -218512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -218516.015625 Penalty: 2508.572754
	Iteration 31Q: 3 clusters Score -218516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -218517.406250 Penalty: 2508.572754
	Iteration 32Q: 3 clusters Score -218517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -218519.687500 Penalty: 2508.572754
	Iteration 33Q: 3 clusters Score -218519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -218520.921875 Penalty: 2508.572754
	Iteration 34Q: 3 clusters Score -218520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -218522.421875 Penalty: 2508.572754
	Iteration 35Q: 3 clusters Score -218522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -218525.109375 Penalty: 2508.572754
	Iteration 36Q: 3 clusters Score -218525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -218527.156250 Penalty: 2508.572754
	Iteration 37Q: 3 clusters Score -218527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -218529.859375 Penalty: 2508.572754
	Iteration 38Q: 3 clusters Score -218529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -218531.718750 Penalty: 2508.572754
	Iteration 39Q: 3 clusters Score -218531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -218533.000000 Penalty: 2508.572754
	Iteration 40F: 3 clusters Score -218533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -218534.687500 Penalty: 2508.572754
	Iteration 41Q: 3 clusters Score -218534.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -218537.640625 Penalty: 2508.572754
	Iteration 42Q: 3 clusters Score -218537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -218540.812500 Penalty: 2508.572754
	Iteration 43Q: 3 clusters Score -218540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -218542.515625 Penalty: 2508.572754
	Iteration 44Q: 3 clusters Score -218542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -218542.671875 Penalty: 2508.572754
	Iteration 45Q: 3 clusters Score -218542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -218544.734375 Penalty: 2508.572754
	Iteration 46Q: 3 clusters Score -218544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -218545.562500 Penalty: 2508.572754
	Iteration 47Q: 3 clusters Score -218545.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -218546.546875 Penalty: 2508.572754
	Iteration 48Q: 3 clusters Score -218546.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -218553.296875 Penalty: 2508.572754
	Iteration 49Q: 3 clusters Score -218553.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -218558.046875 Penalty: 2508.572754
	Iteration 50Q: 3 clusters Score -218558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -218562.156250 Penalty: 2508.572754
	Iteration 51Q: 3 clusters Score -218562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -218565.625000 Penalty: 2508.572754
	Iteration 52Q: 3 clusters Score -218565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -218569.203125 Penalty: 2508.572754
	Iteration 53Q: 3 clusters Score -218569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -218574.984375 Penalty: 2508.572754
	Iteration 54Q: 3 clusters Score -218575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -218576.734375 Penalty: 2508.572754
	Iteration 55Q: 3 clusters Score -218576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -218578.484375 Penalty: 2508.572754
	Iteration 56Q: 3 clusters Score -218578.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -218579.484375 Penalty: 2508.572754
	Iteration 57Q: 3 clusters Score -218579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -218580.218750 Penalty: 2508.572754
	Iteration 58Q: 3 clusters Score -218580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -218580.218750 Penalty: 2508.572754
	Iteration 59F: 3 clusters Score -218580.2 nChanged 0
--- Evaluating fit on full set of 2822530 points ---
Entering Unmasked Estep 
Score: -277916800.000000 Penalty: 41031.812500
24->18 Clusters: Score -277916800.000000, best is -279355232.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 940843 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 39239 members 
Mstep: Class 3 contains 39018 members 
Mstep: Class 4 contains 39227 members 
Mstep: Class 5 contains 39378 members 
Mstep: Class 6 contains 39053 members 
Mstep: Class 7 contains 39129 members 
Mstep: Class 8 contains 39167 members 
Mstep: Class 9 contains 39566 members 
Mstep: Class 10 contains 38892 members 
Mstep: Class 11 contains 39527 members 
Mstep: Class 12 contains 39078 members 
Mstep: Class 13 contains 39279 members 
Mstep: Class 14 contains 39404 members 
Mstep: Class 15 contains 39213 members 
Mstep: Class 16 contains 38902 members 
Mstep: Class 17 contains 38907 members 
Mstep: Class 18 contains 39208 members 
Mstep: Class 19 contains 39135 members 
Mstep: Class 20 contains 39343 members 
Mstep: Class 21 contains 39320 members 
Mstep: Class 22 contains 39295 members 
Mstep: Class 23 contains 39096 members 
Mstep: Class 24 contains 39116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 849.337585 but Gain 2235.113281
Score: -90839416.000000 Penalty: 51407.562500
Iteration 0F: 24 clusters Score -9.083942e+07 nChanged 895878
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 27137 members 
Mstep: Class 3 contains 43756 members 
Mstep: Class 4 contains 37779 members 
Mstep: Class 5 contains 37013 members 
Mstep: Class 6 contains 120567 members 
Mstep: Class 7 contains 44958 members 
Mstep: Class 8 contains 28150 members 
Mstep: Class 9 contains 38141 members 
Mstep: Class 10 contains 26265 members 
Mstep: Class 11 contains 41976 members 
Mstep: Class 13 contains 35030 members 
Mstep: Class 14 contains 40280 members 
Mstep: Class 15 contains 31207 members 
Mstep: Class 16 contains 35007 members 
Mstep: Class 17 contains 44595 members 
Mstep: Class 18 contains 57908 members 
Mstep: Class 19 contains 31091 members 
Mstep: Class 20 contains 53384 members 
Mstep: Class 21 contains 32548 members 
Mstep: Class 22 contains 22643 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 39628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92984504.000000 Penalty: 51407.562500
Iteration 1F: 24 clusters Score -9.29845e+07 nChanged 266167
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 21310 members 
Mstep: Class 3 contains 44814 members 
Mstep: Class 4 contains 44920 members 
Mstep: Class 5 contains 37823 members 
Mstep: Class 6 contains 142327 members 
Mstep: Class 7 contains 46559 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 26368 members 
Mstep: Class 10 contains 15608 members 
Mstep: Class 11 contains 27672 members 
Mstep: Class 13 contains 37522 members 
Mstep: Class 14 contains 43156 members 
Mstep: Class 15 contains 27486 members 
Mstep: Class 16 contains 41413 members 
Mstep: Class 17 contains 53203 members 
Mstep: Class 18 contains 69422 members 
Mstep: Class 19 contains 27007 members 
Mstep: Class 20 contains 63619 members 
Mstep: Class 21 contains 28025 members 
Mstep: Class 22 contains 14752 members 
Mstep: Class 23 contains 37258 members 
Mstep: Class 24 contains 40244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93236328.000000 Penalty: 51407.562500
Iteration 2F: 24 clusters Score -9.323633e+07 nChanged 187231
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 16510 members 
Mstep: Class 3 contains 44259 members 
Mstep: Class 4 contains 50975 members 
Mstep: Class 5 contains 36325 members 
Mstep: Class 6 contains 169052 members 
Mstep: Class 7 contains 50013 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 20712 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 15690 members 
Mstep: Class 13 contains 37570 members 
Mstep: Class 14 contains 41933 members 
Mstep: Class 15 contains 23658 members 
Mstep: Class 16 contains 45810 members 
Mstep: Class 17 contains 58547 members 
Mstep: Class 18 contains 82329 members 
Mstep: Class 19 contains 21709 members 
Mstep: Class 20 contains 68863 members 
Mstep: Class 21 contains 25100 members 
Mstep: Class 22 contains 11421 members 
Mstep: Class 23 contains 35285 members 
Mstep: Class 24 contains 37552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93382696.000000 Penalty: 51407.562500
Iteration 3F: 24 clusters Score -9.33827e+07 nChanged 147985
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 11950 members 
Mstep: Class 3 contains 42224 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 33305 members 
Mstep: Class 6 contains 195749 members 
Mstep: Class 7 contains 53879 members 
Mstep: Class 8 contains 10042 members 
Mstep: Class 9 contains 18903 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 7542 members 
Mstep: Class 13 contains 35299 members 
Mstep: Class 14 contains 38242 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 49490 members 
Mstep: Class 17 contains 61870 members 
Mstep: Class 18 contains 95671 members 
Mstep: Class 19 contains 16124 members 
Mstep: Class 20 contains 72506 members 
Mstep: Class 21 contains 22418 members 
Mstep: Class 22 contains 9554 members 
Mstep: Class 23 contains 31204 members 
Mstep: Class 24 contains 33213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93490824.000000 Penalty: 51407.562500
Iteration 4F: 24 clusters Score -9.349082e+07 nChanged 125621
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 8184 members 
Mstep: Class 3 contains 38909 members 
Mstep: Class 4 contains 64085 members 
Mstep: Class 5 contains 29710 members 
Mstep: Class 6 contains 217779 members 
Mstep: Class 7 contains 58825 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 18950 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 3509 members 
Mstep: Class 13 contains 31781 members 
Mstep: Class 14 contains 32684 members 
Mstep: Class 15 contains 16210 members 
Mstep: Class 16 contains 53596 members 
Mstep: Class 17 contains 63901 members 
Mstep: Class 18 contains 109106 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 75371 members 
Mstep: Class 21 contains 19640 members 
Mstep: Class 22 contains 8432 members 
Mstep: Class 23 contains 25701 members 
Mstep: Class 24 contains 27924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1622.275635 but Gain 2235.109375
Score: -93583872.000000 Penalty: 49172.453125
Iteration 5F: 23 clusters Score -9.358387e+07 nChanged 112727
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5599 members 
Mstep: Class 3 contains 34417 members 
Mstep: Class 4 contains 71893 members 
Mstep: Class 5 contains 26387 members 
Mstep: Class 6 contains 234933 members 
Mstep: Class 7 contains 65173 members 
Mstep: Class 8 contains 5287 members 
Mstep: Class 9 contains 20065 members 
Mstep: Class 11 contains 2535 members 
Mstep: Class 13 contains 27272 members 
Mstep: Class 14 contains 26186 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 58823 members 
Mstep: Class 17 contains 64474 members 
Mstep: Class 18 contains 121740 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 78014 members 
Mstep: Class 21 contains 16688 members 
Mstep: Class 22 contains 7694 members 
Mstep: Class 23 contains 19849 members 
Mstep: Class 24 contains 22237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93672568.000000 Penalty: 49172.453125
Iteration 6F: 23 clusters Score -9.367257e+07 nChanged 101033
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 28951 members 
Mstep: Class 4 contains 79768 members 
Mstep: Class 5 contains 23529 members 
Mstep: Class 6 contains 247077 members 
Mstep: Class 7 contains 72189 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 21201 members 
Mstep: Class 11 contains 4059 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 19547 members 
Mstep: Class 15 contains 9797 members 
Mstep: Class 16 contains 65225 members 
Mstep: Class 17 contains 63196 members 
Mstep: Class 18 contains 131689 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 80319 members 
Mstep: Class 21 contains 13507 members 
Mstep: Class 22 contains 7040 members 
Mstep: Class 23 contains 14500 members 
Mstep: Class 24 contains 16556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93757344.000000 Penalty: 49172.453125
Iteration 7F: 23 clusters Score -9.375734e+07 nChanged 92958
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2892 members 
Mstep: Class 3 contains 22945 members 
Mstep: Class 4 contains 87686 members 
Mstep: Class 5 contains 21528 members 
Mstep: Class 6 contains 257497 members 
Mstep: Class 7 contains 79657 members 
Mstep: Class 8 contains 2916 members 
Mstep: Class 9 contains 22052 members 
Mstep: Class 11 contains 7117 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 13384 members 
Mstep: Class 15 contains 7204 members 
Mstep: Class 16 contains 72142 members 
Mstep: Class 17 contains 59981 members 
Mstep: Class 18 contains 138443 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 81631 members 
Mstep: Class 21 contains 10429 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 10128 members 
Mstep: Class 24 contains 11466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1481.608887 but Gain 2235.113281
Score: -93828008.000000 Penalty: 46937.339844
Iteration 8F: 22 clusters Score -9.382801e+07 nChanged 84224
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 17154 members 
Mstep: Class 4 contains 94880 members 
Mstep: Class 5 contains 20468 members 
Mstep: Class 6 contains 267941 members 
Mstep: Class 7 contains 87234 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 22532 members 
Mstep: Class 11 contains 10634 members 
Mstep: Class 13 contains 12800 members 
Mstep: Class 14 contains 8516 members 
Mstep: Class 15 contains 5123 members 
Mstep: Class 16 contains 79253 members 
Mstep: Class 17 contains 55074 members 
Mstep: Class 18 contains 142255 members 
Mstep: Class 20 contains 81360 members 
Mstep: Class 21 contains 7613 members 
Mstep: Class 22 contains 5435 members 
Mstep: Class 23 contains 6874 members 
Mstep: Class 24 contains 7495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93884824.000000 Penalty: 46937.339844
Iteration 9F: 22 clusters Score -9.388482e+07 nChanged 70638
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1947 members 
Mstep: Class 3 contains 12216 members 
Mstep: Class 4 contains 100691 members 
Mstep: Class 5 contains 20206 members 
Mstep: Class 6 contains 277790 members 
Mstep: Class 7 contains 93954 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 22538 members 
Mstep: Class 11 contains 14167 members 
Mstep: Class 13 contains 9125 members 
Mstep: Class 14 contains 5097 members 
Mstep: Class 15 contains 3567 members 
Mstep: Class 16 contains 85278 members 
Mstep: Class 17 contains 48891 members 
Mstep: Class 18 contains 142820 members 
Mstep: Class 20 contains 79237 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 4517 members 
Mstep: Class 23 contains 4669 members 
Mstep: Class 24 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1790.101929 but Gain 2235.109375
Score: -93927696.000000 Penalty: 44702.230469
Iteration 10F: 21 clusters Score -9.39277e+07 nChanged 61176
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 1806 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 105305 members 
Mstep: Class 5 contains 20743 members 
Mstep: Class 6 contains 288030 members 
Mstep: Class 7 contains 99951 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 9 contains 22312 members 
Mstep: Class 11 contains 17602 members 
Mstep: Class 13 contains 6258 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 90328 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 18 contains 141711 members 
Mstep: Class 20 contains 75584 members 
Mstep: Class 21 contains 3704 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 3269 members 
Mstep: Class 24 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1678.030396 but Gain 2235.113281
Score: -93962528.000000 Penalty: 42467.117188
Iteration 11F: 20 clusters Score -9.396253e+07 nChanged 51530
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 1774 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 108704 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 297102 members 
Mstep: Class 7 contains 104755 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 21893 members 
Mstep: Class 11 contains 20888 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 94639 members 
Mstep: Class 17 contains 36147 members 
Mstep: Class 18 contains 138993 members 
Mstep: Class 20 contains 71064 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 3051 members 
Mstep: Class 23 contains 2386 members 
Mstep: Class 24 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1277.416748 but Gain 2235.113281
Score: -93988872.000000 Penalty: 40232.003906
Iteration 12F: 19 clusters Score -9.398887e+07 nChanged 43778
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 1823 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 110674 members 
Mstep: Class 5 contains 23285 members 
Mstep: Class 6 contains 305209 members 
Mstep: Class 7 contains 108710 members 
Mstep: Class 8 contains 1227 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 11 contains 23878 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 98194 members 
Mstep: Class 17 contains 30623 members 
Mstep: Class 18 contains 135026 members 
Mstep: Class 20 contains 66089 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1130.714722 but Gain 2235.109375
Score: -94009808.000000 Penalty: 37996.894531
Iteration 13Q: 18 clusters Score -9.400981e+07 nChanged 39374
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 2836 members 
Mstep: Class 4 contains 111664 members 
Mstep: Class 5 contains 24861 members 
Mstep: Class 6 contains 313187 members 
Mstep: Class 7 contains 112195 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 20667 members 
Mstep: Class 11 contains 26480 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 16 contains 101292 members 
Mstep: Class 17 contains 25641 members 
Mstep: Class 18 contains 130332 members 
Mstep: Class 20 contains 60781 members 
Mstep: Class 21 contains 1574 members 
Mstep: Class 22 contains 2118 members 
Mstep: Class 23 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1460.296753 but Gain 2235.113281
Score: -94026768.000000 Penalty: 35761.781250
Iteration 14Q: 17 clusters Score -9.402677e+07 nChanged 36364
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 2034 members 
Mstep: Class 4 contains 111818 members 
Mstep: Class 5 contains 26565 members 
Mstep: Class 6 contains 320756 members 
Mstep: Class 7 contains 115278 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 20207 members 
Mstep: Class 11 contains 28985 members 
Mstep: Class 13 contains 1751 members 
Mstep: Class 16 contains 104129 members 
Mstep: Class 17 contains 21379 members 
Mstep: Class 18 contains 125468 members 
Mstep: Class 20 contains 55494 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 1828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1402.350342 but Gain 2235.109375
Score: -94039168.000000 Penalty: 33526.671875
Iteration 15Q: 16 clusters Score -9.403917e+07 nChanged 33788
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 111236 members 
Mstep: Class 5 contains 28305 members 
Mstep: Class 6 contains 327345 members 
Mstep: Class 7 contains 118070 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 19900 members 
Mstep: Class 11 contains 31468 members 
Mstep: Class 13 contains 1420 members 
Mstep: Class 16 contains 107263 members 
Mstep: Class 17 contains 17741 members 
Mstep: Class 18 contains 120413 members 
Mstep: Class 20 contains 50427 members 
Mstep: Class 22 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1351.659302 but Gain 2235.111328
Score: -94048992.000000 Penalty: 31291.560547
Iteration 16Q: 15 clusters Score -9.404899e+07 nChanged 30898
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 4 contains 110232 members 
Mstep: Class 5 contains 29907 members 
Mstep: Class 6 contains 333197 members 
Mstep: Class 7 contains 120960 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 19874 members 
Mstep: Class 11 contains 33856 members 
Mstep: Class 13 contains 1227 members 
Mstep: Class 16 contains 109945 members 
Mstep: Class 17 contains 14665 members 
Mstep: Class 18 contains 115270 members 
Mstep: Class 20 contains 45787 members 
Mstep: Class 22 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1427.031982 but Gain 2235.111328
Score: -94058040.000000 Penalty: 29056.449219
Iteration 17Q: 14 clusters Score -9.405804e+07 nChanged 28439
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 4 contains 108858 members 
Mstep: Class 5 contains 31436 members 
Mstep: Class 6 contains 337696 members 
Mstep: Class 7 contains 124010 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 20131 members 
Mstep: Class 11 contains 36101 members 
Mstep: Class 16 contains 112402 members 
Mstep: Class 17 contains 12107 members 
Mstep: Class 18 contains 110374 members 
Mstep: Class 20 contains 41661 members 
Mstep: Class 22 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1579.150146 but Gain 2235.111328
Score: -94064120.000000 Penalty: 26821.337891
Iteration 18Q: 13 clusters Score -9.406412e+07 nChanged 26218
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 2662 members 
Mstep: Class 4 contains 107377 members 
Mstep: Class 5 contains 33031 members 
Mstep: Class 6 contains 340841 members 
Mstep: Class 7 contains 127561 members 
Mstep: Class 8 contains 2233 members 
Mstep: Class 9 contains 20621 members 
Mstep: Class 11 contains 38147 members 
Mstep: Class 16 contains 114813 members 
Mstep: Class 17 contains 9877 members 
Mstep: Class 18 contains 105505 members 
Mstep: Class 20 contains 38144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94067496.000000 Penalty: 26821.337891
Iteration 19Q: 13 clusters Score -9.40675e+07 nChanged 22791
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 4 contains 105994 members 
Mstep: Class 5 contains 34551 members 
Mstep: Class 6 contains 342155 members 
Mstep: Class 7 contains 130589 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 21277 members 
Mstep: Class 11 contains 40042 members 
Mstep: Class 16 contains 117305 members 
Mstep: Class 17 contains 8007 members 
Mstep: Class 18 contains 100896 members 
Mstep: Class 20 contains 34983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94069960.000000 Penalty: 26821.337891
Iteration 20F: 13 clusters Score -9.406996e+07 nChanged 20120
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 2811 members 
Mstep: Class 4 contains 104702 members 
Mstep: Class 5 contains 35962 members 
Mstep: Class 6 contains 342158 members 
Mstep: Class 7 contains 133433 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 22136 members 
Mstep: Class 11 contains 41797 members 
Mstep: Class 16 contains 119966 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 96519 members 
Mstep: Class 20 contains 32445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94072416.000000 Penalty: 26821.337891
Iteration 21Q: 13 clusters Score -9.407242e+07 nChanged 18167
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 2874 members 
Mstep: Class 4 contains 103410 members 
Mstep: Class 5 contains 37336 members 
Mstep: Class 6 contains 341386 members 
Mstep: Class 7 contains 136227 members 
Mstep: Class 8 contains 2600 members 
Mstep: Class 9 contains 23078 members 
Mstep: Class 11 contains 43258 members 
Mstep: Class 16 contains 122841 members 
Mstep: Class 17 contains 5209 members 
Mstep: Class 18 contains 92345 members 
Mstep: Class 20 contains 30249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94075168.000000 Penalty: 26821.337891
Iteration 22Q: 13 clusters Score -9.407517e+07 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 4 contains 102272 members 
Mstep: Class 5 contains 38636 members 
Mstep: Class 6 contains 339967 members 
Mstep: Class 7 contains 138884 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 23998 members 
Mstep: Class 11 contains 44548 members 
Mstep: Class 16 contains 125809 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 88342 members 
Mstep: Class 20 contains 28379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94078848.000000 Penalty: 26821.337891
Iteration 23Q: 13 clusters Score -9.407885e+07 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 4 contains 101134 members 
Mstep: Class 5 contains 39831 members 
Mstep: Class 6 contains 338254 members 
Mstep: Class 7 contains 141389 members 
Mstep: Class 8 contains 2953 members 
Mstep: Class 9 contains 24864 members 
Mstep: Class 11 contains 45663 members 
Mstep: Class 16 contains 128931 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 84494 members 
Mstep: Class 20 contains 26764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94082408.000000 Penalty: 26821.337891
Iteration 24Q: 13 clusters Score -9.408241e+07 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 4 contains 100026 members 
Mstep: Class 5 contains 40983 members 
Mstep: Class 6 contains 336233 members 
Mstep: Class 7 contains 143877 members 
Mstep: Class 8 contains 3078 members 
Mstep: Class 9 contains 25620 members 
Mstep: Class 11 contains 46622 members 
Mstep: Class 16 contains 132110 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 80842 members 
Mstep: Class 20 contains 25382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94086296.000000 Penalty: 26821.337891
Iteration 25Q: 13 clusters Score -9.40863e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 4 contains 98931 members 
Mstep: Class 5 contains 42065 members 
Mstep: Class 6 contains 334189 members 
Mstep: Class 7 contains 146177 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 26262 members 
Mstep: Class 11 contains 47424 members 
Mstep: Class 16 contains 135425 members 
Mstep: Class 17 contains 2550 members 
Mstep: Class 18 contains 77346 members 
Mstep: Class 20 contains 24196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94090688.000000 Penalty: 26821.337891
Iteration 26Q: 13 clusters Score -9.409069e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3114 members 
Mstep: Class 4 contains 97824 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 332287 members 
Mstep: Class 7 contains 148291 members 
Mstep: Class 8 contains 3211 members 
Mstep: Class 9 contains 26741 members 
Mstep: Class 11 contains 48127 members 
Mstep: Class 16 contains 138770 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 74088 members 
Mstep: Class 20 contains 23125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94094104.000000 Penalty: 26821.337891
Iteration 27Q: 13 clusters Score -9.40941e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 4 contains 96790 members 
Mstep: Class 5 contains 43912 members 
Mstep: Class 6 contains 330555 members 
Mstep: Class 7 contains 150130 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 27105 members 
Mstep: Class 11 contains 48712 members 
Mstep: Class 16 contains 142120 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 71056 members 
Mstep: Class 20 contains 22126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2139.749756 but Gain 2235.111328
Score: -94096392.000000 Penalty: 24586.226562
Iteration 28Q: 12 clusters Score -9.409639e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 4 contains 95836 members 
Mstep: Class 5 contains 44869 members 
Mstep: Class 6 contains 329211 members 
Mstep: Class 7 contains 151937 members 
Mstep: Class 8 contains 3280 members 
Mstep: Class 9 contains 27819 members 
Mstep: Class 11 contains 49259 members 
Mstep: Class 16 contains 145800 members 
Mstep: Class 18 contains 68386 members 
Mstep: Class 20 contains 21258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94100344.000000 Penalty: 24586.226562
Iteration 29Q: 12 clusters Score -9.410034e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 4 contains 94824 members 
Mstep: Class 5 contains 45564 members 
Mstep: Class 6 contains 327273 members 
Mstep: Class 7 contains 153206 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 28207 members 
Mstep: Class 11 contains 49776 members 
Mstep: Class 16 contains 149087 members 
Mstep: Class 18 contains 65971 members 
Mstep: Class 20 contains 20409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94102432.000000 Penalty: 24586.226562
Iteration 30Q: 12 clusters Score -9.410243e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 4 contains 93986 members 
Mstep: Class 5 contains 46163 members 
Mstep: Class 6 contains 325426 members 
Mstep: Class 7 contains 154174 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 28497 members 
Mstep: Class 11 contains 50173 members 
Mstep: Class 16 contains 152319 members 
Mstep: Class 18 contains 63913 members 
Mstep: Class 20 contains 19620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94103752.000000 Penalty: 24586.226562
Iteration 31Q: 12 clusters Score -9.410375e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 4 contains 93259 members 
Mstep: Class 5 contains 46697 members 
Mstep: Class 6 contains 323670 members 
Mstep: Class 7 contains 154785 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 28683 members 
Mstep: Class 11 contains 50532 members 
Mstep: Class 16 contains 155592 members 
Mstep: Class 18 contains 62154 members 
Mstep: Class 20 contains 18866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94105576.000000 Penalty: 24586.226562
Iteration 32Q: 12 clusters Score -9.410558e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 4 contains 92578 members 
Mstep: Class 5 contains 47154 members 
Mstep: Class 6 contains 322029 members 
Mstep: Class 7 contains 155044 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 28778 members 
Mstep: Class 11 contains 50849 members 
Mstep: Class 16 contains 158956 members 
Mstep: Class 18 contains 60633 members 
Mstep: Class 20 contains 18184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94106696.000000 Penalty: 24586.226562
Iteration 33Q: 12 clusters Score -9.41067e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 4 contains 91855 members 
Mstep: Class 5 contains 47583 members 
Mstep: Class 6 contains 320611 members 
Mstep: Class 7 contains 155047 members 
Mstep: Class 8 contains 3400 members 
Mstep: Class 9 contains 28788 members 
Mstep: Class 11 contains 51118 members 
Mstep: Class 16 contains 162415 members 
Mstep: Class 18 contains 59259 members 
Mstep: Class 20 contains 17506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94108400.000000 Penalty: 24586.226562
Iteration 34Q: 12 clusters Score -9.41084e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 4 contains 91191 members 
Mstep: Class 5 contains 47980 members 
Mstep: Class 6 contains 319299 members 
Mstep: Class 7 contains 154749 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 28783 members 
Mstep: Class 11 contains 51378 members 
Mstep: Class 16 contains 165927 members 
Mstep: Class 18 contains 58046 members 
Mstep: Class 20 contains 16792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94108936.000000 Penalty: 24586.226562
Iteration 35Q: 12 clusters Score -9.410894e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 4 contains 90625 members 
Mstep: Class 5 contains 48348 members 
Mstep: Class 6 contains 318039 members 
Mstep: Class 7 contains 154108 members 
Mstep: Class 8 contains 3431 members 
Mstep: Class 9 contains 28735 members 
Mstep: Class 11 contains 51628 members 
Mstep: Class 16 contains 169544 members 
Mstep: Class 18 contains 56947 members 
Mstep: Class 20 contains 16149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94109576.000000 Penalty: 24586.226562
Iteration 36Q: 12 clusters Score -9.410958e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 4 contains 90133 members 
Mstep: Class 5 contains 48671 members 
Mstep: Class 6 contains 316792 members 
Mstep: Class 7 contains 153282 members 
Mstep: Class 8 contains 3440 members 
Mstep: Class 9 contains 28700 members 
Mstep: Class 11 contains 51862 members 
Mstep: Class 16 contains 173150 members 
Mstep: Class 18 contains 55993 members 
Mstep: Class 20 contains 15532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94110224.000000 Penalty: 24586.226562
Iteration 37Q: 12 clusters Score -9.411022e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 4 contains 89658 members 
Mstep: Class 5 contains 48947 members 
Mstep: Class 6 contains 315812 members 
Mstep: Class 7 contains 152253 members 
Mstep: Class 8 contains 3449 members 
Mstep: Class 9 contains 28630 members 
Mstep: Class 11 contains 52085 members 
Mstep: Class 16 contains 176638 members 
Mstep: Class 18 contains 55168 members 
Mstep: Class 20 contains 14922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94110720.000000 Penalty: 24586.226562
Iteration 38Q: 12 clusters Score -9.411072e+07 nChanged 6743
Entering ConstructFrom: 
Score: -94110720.000000 Penalty: 24586.226562
Entering ConstructFrom: 
Trying to split cluster 2 (3240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Entering Unmasked Estep 
Score: -336885.906250 Penalty: 1313.540894
	Iteration 0F: 2 clusters Score -336885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -334004.843750 Penalty: 2627.081787
	Iteration 0F: 3 clusters Score -334004.8 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -334687.593750 Penalty: 2627.081787
	Iteration 1F: 3 clusters Score -334687.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -334803.375000 Penalty: 2627.081787
	Iteration 2F: 3 clusters Score -334803.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -334885.375000 Penalty: 2627.081787
	Iteration 3Q: 3 clusters Score -334885.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -334942.531250 Penalty: 2627.081787
	Iteration 4Q: 3 clusters Score -334942.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -334990.843750 Penalty: 2627.081787
	Iteration 5Q: 3 clusters Score -334990.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -335030.187500 Penalty: 2627.081787
	Iteration 6Q: 3 clusters Score -335030.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -335078.531250 Penalty: 2627.081787
	Iteration 7Q: 3 clusters Score -335078.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -335120.968750 Penalty: 2627.081787
	Iteration 8Q: 3 clusters Score -335121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -335157.531250 Penalty: 2627.081787
	Iteration 9Q: 3 clusters Score -335157.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -335188.625000 Penalty: 2627.081787
	Iteration 10Q: 3 clusters Score -335188.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -335213.750000 Penalty: 2627.081787
	Iteration 11Q: 3 clusters Score -335213.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -335234.343750 Penalty: 2627.081787
	Iteration 12Q: 3 clusters Score -335234.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -335255.625000 Penalty: 2627.081787
	Iteration 13Q: 3 clusters Score -335255.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -335274.718750 Penalty: 2627.081787
	Iteration 14Q: 3 clusters Score -335274.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -335295.000000 Penalty: 2627.081787
	Iteration 15Q: 3 clusters Score -335295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -335319.218750 Penalty: 2627.081787
	Iteration 16Q: 3 clusters Score -335319.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -335345.500000 Penalty: 2627.081787
	Iteration 17Q: 3 clusters Score -335345.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -335366.125000 Penalty: 2627.081787
	Iteration 18Q: 3 clusters Score -335366.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -335391.843750 Penalty: 2627.081787
	Iteration 19Q: 3 clusters Score -335391.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -335418.437500 Penalty: 2627.081787
	Iteration 20F: 3 clusters Score -335418.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -335443.875000 Penalty: 2627.081787
	Iteration 21Q: 3 clusters Score -335443.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -335469.031250 Penalty: 2627.081787
	Iteration 22Q: 3 clusters Score -335469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -335487.406250 Penalty: 2627.081787
	Iteration 23Q: 3 clusters Score -335487.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -335512.125000 Penalty: 2627.081787
	Iteration 24Q: 3 clusters Score -335512.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -335543.906250 Penalty: 2627.081787
	Iteration 25Q: 3 clusters Score -335543.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -335564.343750 Penalty: 2627.081787
	Iteration 26Q: 3 clusters Score -335564.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -335586.250000 Penalty: 2627.081787
	Iteration 27Q: 3 clusters Score -335586.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -335602.812500 Penalty: 2627.081787
	Iteration 28Q: 3 clusters Score -335602.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -335620.937500 Penalty: 2627.081787
	Iteration 29Q: 3 clusters Score -335620.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -335638.781250 Penalty: 2627.081787
	Iteration 30Q: 3 clusters Score -335638.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -335666.406250 Penalty: 2627.081787
	Iteration 31Q: 3 clusters Score -335666.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -335697.125000 Penalty: 2627.081787
	Iteration 32Q: 3 clusters Score -335697.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -335721.000000 Penalty: 2627.081787
	Iteration 33Q: 3 clusters Score -335721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -335732.531250 Penalty: 2627.081787
	Iteration 34Q: 3 clusters Score -335732.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -335740.406250 Penalty: 2627.081787
	Iteration 35Q: 3 clusters Score -335740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -335744.125000 Penalty: 2627.081787
	Iteration 36Q: 3 clusters Score -335744.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -335746.906250 Penalty: 2627.081787
	Iteration 37Q: 3 clusters Score -335746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -335749.937500 Penalty: 2627.081787
	Iteration 38Q: 3 clusters Score -335749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -335755.812500 Penalty: 2627.081787
	Iteration 39Q: 3 clusters Score -335755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -335762.656250 Penalty: 2627.081787
	Iteration 40F: 3 clusters Score -335762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -335766.062500 Penalty: 2627.081787
	Iteration 41Q: 3 clusters Score -335766.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -335772.656250 Penalty: 2627.081787
	Iteration 42Q: 3 clusters Score -335772.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -335775.937500 Penalty: 2627.081787
	Iteration 43Q: 3 clusters Score -335775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -335778.156250 Penalty: 2627.081787
	Iteration 44Q: 3 clusters Score -335778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -335780.625000 Penalty: 2627.081787
	Iteration 45Q: 3 clusters Score -335780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -335782.031250 Penalty: 2627.081787
	Iteration 46Q: 3 clusters Score -335782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -335782.031250 Penalty: 2627.081787
	Iteration 47F: 3 clusters Score -335782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (89328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Entering Unmasked Estep 
Score: -9240035.000000 Penalty: 1852.511353
	Iteration 0F: 2 clusters Score -9240035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -9180215.000000 Penalty: 3705.022705
	Iteration 0F: 3 clusters Score -9180215 nChanged 42652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -9204745.000000 Penalty: 3705.022705
	Iteration 1F: 3 clusters Score -9204745 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -9205502.000000 Penalty: 3705.022705
	Iteration 2Q: 3 clusters Score -9205502 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -9206908.000000 Penalty: 3705.022705
	Iteration 3Q: 3 clusters Score -9206908 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -9208583.000000 Penalty: 3705.022705
	Iteration 4Q: 3 clusters Score -9208583 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -9210351.000000 Penalty: 3705.022705
	Iteration 5Q: 3 clusters Score -9210351 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -9212393.000000 Penalty: 3705.022705
	Iteration 6F: 3 clusters Score -9212393 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -9215149.000000 Penalty: 3705.022705
	Iteration 7F: 3 clusters Score -9215149 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -9218835.000000 Penalty: 3705.022705
	Iteration 8F: 3 clusters Score -9218835 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -9223187.000000 Penalty: 3705.022705
	Iteration 9F: 3 clusters Score -9223187 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -9227604.000000 Penalty: 3705.022705
	Iteration 10F: 3 clusters Score -9227604 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -9230572.000000 Penalty: 3705.022705
	Iteration 11F: 3 clusters Score -9230572 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -9232074.000000 Penalty: 3705.022705
	Iteration 12Q: 3 clusters Score -9232074 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -9232923.000000 Penalty: 3705.022705
	Iteration 13Q: 3 clusters Score -9232923 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -9233544.000000 Penalty: 3705.022705
	Iteration 14Q: 3 clusters Score -9233544 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -9234100.000000 Penalty: 3705.022705
	Iteration 15Q: 3 clusters Score -9234100 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -9234509.000000 Penalty: 3705.022705
	Iteration 16Q: 3 clusters Score -9234509 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -9234978.000000 Penalty: 3705.022705
	Iteration 17Q: 3 clusters Score -9234978 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -9235362.000000 Penalty: 3705.022705
	Iteration 18Q: 3 clusters Score -9235362 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -9235761.000000 Penalty: 3705.022705
	Iteration 19Q: 3 clusters Score -9235761 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -9236123.000000 Penalty: 3705.022705
	Iteration 20F: 3 clusters Score -9236123 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -9236499.000000 Penalty: 3705.022705
	Iteration 21Q: 3 clusters Score -9236499 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -9236884.000000 Penalty: 3705.022705
	Iteration 22Q: 3 clusters Score -9236884 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -9237327.000000 Penalty: 3705.022705
	Iteration 23Q: 3 clusters Score -9237327 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -9237713.000000 Penalty: 3705.022705
	Iteration 24Q: 3 clusters Score -9237713 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 76338 members 
Entering Unmasked Estep 
Score: -9238062.000000 Penalty: 3705.022705
	Iteration 25Q: 3 clusters Score -9238062 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
Score: -9238420.000000 Penalty: 3705.022705
	Iteration 26Q: 3 clusters Score -9238420 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -9238807.000000 Penalty: 3705.022705
	Iteration 27Q: 3 clusters Score -9238807 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -9239173.000000 Penalty: 3705.022705
	Iteration 28Q: 3 clusters Score -9239173 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -9239506.000000 Penalty: 3705.022705
	Iteration 29Q: 3 clusters Score -9239506 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 81370 members 
Entering Unmasked Estep 
Score: -9239872.000000 Penalty: 3705.022705
	Iteration 30Q: 3 clusters Score -9239872 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -9240213.000000 Penalty: 3705.022705
	Iteration 31Q: 3 clusters Score -9240213 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -9240543.000000 Penalty: 3705.022705
	Iteration 32Q: 3 clusters Score -9240543 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -9240830.000000 Penalty: 3705.022705
	Iteration 33Q: 3 clusters Score -9240830 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -9241081.000000 Penalty: 3705.022705
	Iteration 34Q: 3 clusters Score -9241081 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -9241296.000000 Penalty: 3705.022705
	Iteration 35Q: 3 clusters Score -9241296 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 85335 members 
Entering Unmasked Estep 
Score: -9241474.000000 Penalty: 3705.022705
	Iteration 36Q: 3 clusters Score -9241474 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -9241615.000000 Penalty: 3705.022705
	Iteration 37Q: 3 clusters Score -9241615 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -9241682.000000 Penalty: 3705.022705
	Iteration 38Q: 3 clusters Score -9241682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -9241741.000000 Penalty: 3705.022705
	Iteration 39Q: 3 clusters Score -9241741 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -9241789.000000 Penalty: 3705.022705
	Iteration 40F: 3 clusters Score -9241789 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -9241810.000000 Penalty: 3705.022705
	Iteration 41Q: 3 clusters Score -9241810 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -9241849.000000 Penalty: 3705.022705
	Iteration 42Q: 3 clusters Score -9241849 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -9241891.000000 Penalty: 3705.022705
	Iteration 43Q: 3 clusters Score -9241891 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -9241906.000000 Penalty: 3705.022705
	Iteration 44Q: 3 clusters Score -9241906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -9241911.000000 Penalty: 3705.022705
	Iteration 45Q: 3 clusters Score -9241911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -9241913.000000 Penalty: 3705.022705
	Iteration 46Q: 3 clusters Score -9241913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -9241926.000000 Penalty: 3705.022705
	Iteration 47Q: 3 clusters Score -9241926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 87030 members 
Entering Unmasked Estep 
Score: -9241931.000000 Penalty: 3705.022705
	Iteration 48Q: 3 clusters Score -9241931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -9241923.000000 Penalty: 3705.022705
	Iteration 49Q: 3 clusters Score -9241923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 87072 members 
Entering Unmasked Estep 
Score: -9241917.000000 Penalty: 3705.022705
	Iteration 50Q: 3 clusters Score -9241917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 87086 members 
Entering Unmasked Estep 
Score: -9241929.000000 Penalty: 3705.022705
	Iteration 51Q: 3 clusters Score -9241929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 87101 members 
Entering Unmasked Estep 
Score: -9241926.000000 Penalty: 3705.022705
	Iteration 52Q: 3 clusters Score -9241926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -9241950.000000 Penalty: 3705.022705
	Iteration 53Q: 3 clusters Score -9241950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 87135 members 
Entering Unmasked Estep 
Score: -9241941.000000 Penalty: 3705.022705
	Iteration 54Q: 3 clusters Score -9241941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -9241957.000000 Penalty: 3705.022705
	Iteration 55Q: 3 clusters Score -9241957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -9241960.000000 Penalty: 3705.022705
	Iteration 56Q: 3 clusters Score -9241960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -9241960.000000 Penalty: 3705.022705
	Iteration 57Q: 3 clusters Score -9241960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -9241967.000000 Penalty: 3705.022705
	Iteration 58Q: 3 clusters Score -9241967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -9241966.000000 Penalty: 3705.022705
	Iteration 59Q: 3 clusters Score -9241966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 87222 members 
Entering Unmasked Estep 
Score: -9241954.000000 Penalty: 3705.022705
	Iteration 60F: 3 clusters Score -9241954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -9241965.000000 Penalty: 3705.022705
	Iteration 61Q: 3 clusters Score -9241965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -9241965.000000 Penalty: 3705.022705
	Iteration 62Q: 3 clusters Score -9241965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -9241962.000000 Penalty: 3705.022705
	Iteration 63Q: 3 clusters Score -9241962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -9241970.000000 Penalty: 3705.022705
	Iteration 64Q: 3 clusters Score -9241970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -9241980.000000 Penalty: 3705.022705
	Iteration 65Q: 3 clusters Score -9241980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -9241987.000000 Penalty: 3705.022705
	Iteration 66Q: 3 clusters Score -9241987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -9241980.000000 Penalty: 3705.022705
	Iteration 67Q: 3 clusters Score -9241980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -9241983.000000 Penalty: 3705.022705
	Iteration 68Q: 3 clusters Score -9241983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -9241981.000000 Penalty: 3705.022705
	Iteration 69Q: 3 clusters Score -9241981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -9241986.000000 Penalty: 3705.022705
	Iteration 70Q: 3 clusters Score -9241986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
Score: -9241983.000000 Penalty: 3705.022705
	Iteration 71Q: 3 clusters Score -9241983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -9241981.000000 Penalty: 3705.022705
	Iteration 72Q: 3 clusters Score -9241981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -9241987.000000 Penalty: 3705.022705
	Iteration 73Q: 3 clusters Score -9241987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -9241974.000000 Penalty: 3705.022705
	Iteration 74Q: 3 clusters Score -9241974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -9241971.000000 Penalty: 3705.022705
	Iteration 75Q: 3 clusters Score -9241971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -9241974.000000 Penalty: 3705.022705
	Iteration 76Q: 3 clusters Score -9241974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -9241973.000000 Penalty: 3705.022705
	Iteration 77Q: 3 clusters Score -9241973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -9241972.000000 Penalty: 3705.022705
	Iteration 78Q: 3 clusters Score -9241972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -9241973.000000 Penalty: 3705.022705
	Iteration 79Q: 3 clusters Score -9241973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -9241971.000000 Penalty: 3705.022705
	Iteration 80F: 3 clusters Score -9241971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 3240 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 49175 members 
Mstep: Class 6 contains 314855 members 
Mstep: Class 7 contains 151022 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 11 contains 52308 members 
Mstep: Class 16 contains 180152 members 
Mstep: Class 18 contains 54419 members 
Mstep: Class 20 contains 14312 members 
Entering Unmasked Estep 
Score: -94112400.000000 Penalty: 26821.337891
Splitting cluster 4 changes total score from -94110720.000000 to -94112400.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (49175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Entering Unmasked Estep 
Score: -5074879.000000 Penalty: 1755.510376
	Iteration 0F: 2 clusters Score -5074879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5041969.000000 Penalty: 3511.020752
	Iteration 0F: 3 clusters Score -5041969 nChanged 23064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5055039.500000 Penalty: 3511.020752
	Iteration 1F: 3 clusters Score -5055040 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -5055613.500000 Penalty: 3511.020752
	Iteration 2Q: 3 clusters Score -5055614 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5056247.500000 Penalty: 3511.020752
	Iteration 3Q: 3 clusters Score -5056248 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -5057037.000000 Penalty: 3511.020752
	Iteration 4Q: 3 clusters Score -5057037 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -5058118.000000 Penalty: 3511.020752
	Iteration 5Q: 3 clusters Score -5058118 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -5059804.500000 Penalty: 3511.020752
	Iteration 6F: 3 clusters Score -5059804 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -5062329.000000 Penalty: 3511.020752
	Iteration 7F: 3 clusters Score -5062329 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -5065489.000000 Penalty: 3511.020752
	Iteration 8F: 3 clusters Score -5065489 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -5068537.000000 Penalty: 3511.020752
	Iteration 9F: 3 clusters Score -5068537 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5070770.500000 Penalty: 3511.020752
	Iteration 10F: 3 clusters Score -5070770 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5072036.500000 Penalty: 3511.020752
	Iteration 11Q: 3 clusters Score -5072036 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5072669.500000 Penalty: 3511.020752
	Iteration 12Q: 3 clusters Score -5072670 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5072964.000000 Penalty: 3511.020752
	Iteration 13Q: 3 clusters Score -5072964 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5073094.500000 Penalty: 3511.020752
	Iteration 14Q: 3 clusters Score -5073094 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5073188.500000 Penalty: 3511.020752
	Iteration 15Q: 3 clusters Score -5073188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5073234.500000 Penalty: 3511.020752
	Iteration 16Q: 3 clusters Score -5073234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5073256.500000 Penalty: 3511.020752
	Iteration 17Q: 3 clusters Score -5073256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5073282.500000 Penalty: 3511.020752
	Iteration 18Q: 3 clusters Score -5073282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5073303.500000 Penalty: 3511.020752
	Iteration 19Q: 3 clusters Score -5073304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5073306.500000 Penalty: 3511.020752
	Iteration 20F: 3 clusters Score -5073306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5073316.000000 Penalty: 3511.020752
	Iteration 21Q: 3 clusters Score -5073316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5073323.500000 Penalty: 3511.020752
	Iteration 22Q: 3 clusters Score -5073324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5073331.500000 Penalty: 3511.020752
	Iteration 23Q: 3 clusters Score -5073332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5073340.000000 Penalty: 3511.020752
	Iteration 24Q: 3 clusters Score -5073340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5073349.500000 Penalty: 3511.020752
	Iteration 25Q: 3 clusters Score -5073350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5073364.000000 Penalty: 3511.020752
	Iteration 26Q: 3 clusters Score -5073364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5073373.500000 Penalty: 3511.020752
	Iteration 27Q: 3 clusters Score -5073374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5073375.500000 Penalty: 3511.020752
	Iteration 28Q: 3 clusters Score -5073376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5073384.000000 Penalty: 3511.020752
	Iteration 29Q: 3 clusters Score -5073384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5073389.000000 Penalty: 3511.020752
	Iteration 30Q: 3 clusters Score -5073389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5073388.500000 Penalty: 3511.020752
	Iteration 31Q: 3 clusters Score -5073388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5073392.000000 Penalty: 3511.020752
	Iteration 32Q: 3 clusters Score -5073392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5073394.500000 Penalty: 3511.020752
	Iteration 33Q: 3 clusters Score -5073394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5073396.500000 Penalty: 3511.020752
	Iteration 34Q: 3 clusters Score -5073396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5073397.000000 Penalty: 3511.020752
	Iteration 35Q: 3 clusters Score -5073397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5073403.000000 Penalty: 3511.020752
	Iteration 36Q: 3 clusters Score -5073403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5073408.500000 Penalty: 3511.020752
	Iteration 37Q: 3 clusters Score -5073408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5073414.500000 Penalty: 3511.020752
	Iteration 38Q: 3 clusters Score -5073414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5073415.000000 Penalty: 3511.020752
	Iteration 39Q: 3 clusters Score -5073415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5073420.000000 Penalty: 3511.020752
	Iteration 40F: 3 clusters Score -5073420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5073419.500000 Penalty: 3511.020752
	Iteration 41Q: 3 clusters Score -5073420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5073419.500000 Penalty: 3511.020752
	Iteration 42F: 3 clusters Score -5073420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (314855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314855 members 
Entering Unmasked Estep 
Score: -31917090.000000 Penalty: 2057.228516
	Iteration 0F: 2 clusters Score -3.191709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157149 members 
Mstep: Class 2 contains 157706 members 
Entering Unmasked Estep 
Score: -31712866.000000 Penalty: 4114.457031
	Iteration 0F: 3 clusters Score -3.171287e+07 nChanged 154320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147441 members 
Mstep: Class 2 contains 167414 members 
Entering Unmasked Estep 
Score: -31806162.000000 Penalty: 4114.457031
	Iteration 1F: 3 clusters Score -3.180616e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142080 members 
Mstep: Class 2 contains 172775 members 
Entering Unmasked Estep 
Score: -31808314.000000 Penalty: 4114.457031
	Iteration 2Q: 3 clusters Score -3.180831e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134317 members 
Mstep: Class 2 contains 180538 members 
Entering Unmasked Estep 
Score: -31811892.000000 Penalty: 4114.457031
	Iteration 3Q: 3 clusters Score -3.181189e+07 nChanged 15747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 191491 members 
Entering Unmasked Estep 
Score: -31818096.000000 Penalty: 4114.457031
	Iteration 4F: 3 clusters Score -3.18181e+07 nChanged 19480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109390 members 
Mstep: Class 2 contains 205465 members 
Entering Unmasked Estep 
Score: -31827460.000000 Penalty: 4114.457031
	Iteration 5F: 3 clusters Score -3.182746e+07 nChanged 21602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 220439 members 
Entering Unmasked Estep 
Score: -31840648.000000 Penalty: 4114.457031
	Iteration 6F: 3 clusters Score -3.184065e+07 nChanged 20760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 232427 members 
Entering Unmasked Estep 
Score: -31855646.000000 Penalty: 4114.457031
	Iteration 7F: 3 clusters Score -3.185565e+07 nChanged 18178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 238365 members 
Entering Unmasked Estep 
Score: -31869454.000000 Penalty: 4114.457031
	Iteration 8F: 3 clusters Score -3.186945e+07 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 239078 members 
Entering Unmasked Estep 
Score: -31876952.000000 Penalty: 4114.457031
	Iteration 9Q: 3 clusters Score -3.187695e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 238549 members 
Entering Unmasked Estep 
Score: -31879290.000000 Penalty: 4114.457031
	Iteration 10Q: 3 clusters Score -3.187929e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 238057 members 
Entering Unmasked Estep 
Score: -31879854.000000 Penalty: 4114.457031
	Iteration 11Q: 3 clusters Score -3.187985e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 237679 members 
Entering Unmasked Estep 
Score: -31880138.000000 Penalty: 4114.457031
	Iteration 12Q: 3 clusters Score -3.188014e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 237351 members 
Entering Unmasked Estep 
Score: -31880646.000000 Penalty: 4114.457031
	Iteration 13Q: 3 clusters Score -3.188065e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 237081 members 
Entering Unmasked Estep 
Score: -31881142.000000 Penalty: 4114.457031
	Iteration 14Q: 3 clusters Score -3.188114e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 236920 members 
Entering Unmasked Estep 
Score: -31881710.000000 Penalty: 4114.457031
	Iteration 15Q: 3 clusters Score -3.188171e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 236844 members 
Entering Unmasked Estep 
Score: -31882110.000000 Penalty: 4114.457031
	Iteration 16Q: 3 clusters Score -3.188211e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 236964 members 
Entering Unmasked Estep 
Score: -31882514.000000 Penalty: 4114.457031
	Iteration 17Q: 3 clusters Score -3.188251e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 237206 members 
Entering Unmasked Estep 
Score: -31883064.000000 Penalty: 4114.457031
	Iteration 18Q: 3 clusters Score -3.188306e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 237595 members 
Entering Unmasked Estep 
Score: -31883668.000000 Penalty: 4114.457031
	Iteration 19Q: 3 clusters Score -3.188367e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 238184 members 
Entering Unmasked Estep 
Score: -31884344.000000 Penalty: 4114.457031
	Iteration 20F: 3 clusters Score -3.188434e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 239009 members 
Entering Unmasked Estep 
Score: -31885200.000000 Penalty: 4114.457031
	Iteration 21Q: 3 clusters Score -3.18852e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 240075 members 
Entering Unmasked Estep 
Score: -31886036.000000 Penalty: 4114.457031
	Iteration 22Q: 3 clusters Score -3.188604e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 241410 members 
Entering Unmasked Estep 
Score: -31887022.000000 Penalty: 4114.457031
	Iteration 23Q: 3 clusters Score -3.188702e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 242916 members 
Entering Unmasked Estep 
Score: -31888118.000000 Penalty: 4114.457031
	Iteration 24Q: 3 clusters Score -3.188812e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 244602 members 
Entering Unmasked Estep 
Score: -31889214.000000 Penalty: 4114.457031
	Iteration 25Q: 3 clusters Score -3.188921e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 246402 members 
Entering Unmasked Estep 
Score: -31890362.000000 Penalty: 4114.457031
	Iteration 26Q: 3 clusters Score -3.189036e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 248336 members 
Entering Unmasked Estep 
Score: -31891476.000000 Penalty: 4114.457031
	Iteration 27Q: 3 clusters Score -3.189148e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 250358 members 
Entering Unmasked Estep 
Score: -31893040.000000 Penalty: 4114.457031
	Iteration 28Q: 3 clusters Score -3.189304e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 252473 members 
Entering Unmasked Estep 
Score: -31894274.000000 Penalty: 4114.457031
	Iteration 29Q: 3 clusters Score -3.189427e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 254600 members 
Entering Unmasked Estep 
Score: -31895386.000000 Penalty: 4114.457031
	Iteration 30Q: 3 clusters Score -3.189539e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 256711 members 
Entering Unmasked Estep 
Score: -31896624.000000 Penalty: 4114.457031
	Iteration 31Q: 3 clusters Score -3.189662e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 258835 members 
Entering Unmasked Estep 
Score: -31897802.000000 Penalty: 4114.457031
	Iteration 32Q: 3 clusters Score -3.18978e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 260879 members 
Entering Unmasked Estep 
Score: -31898814.000000 Penalty: 4114.457031
	Iteration 33Q: 3 clusters Score -3.189881e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 262854 members 
Entering Unmasked Estep 
Score: -31899654.000000 Penalty: 4114.457031
	Iteration 34Q: 3 clusters Score -3.189965e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 264778 members 
Entering Unmasked Estep 
Score: -31900654.000000 Penalty: 4114.457031
	Iteration 35Q: 3 clusters Score -3.190065e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 266631 members 
Entering Unmasked Estep 
Score: -31901318.000000 Penalty: 4114.457031
	Iteration 36Q: 3 clusters Score -3.190132e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 268412 members 
Entering Unmasked Estep 
Score: -31902202.000000 Penalty: 4114.457031
	Iteration 37Q: 3 clusters Score -3.19022e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 270141 members 
Entering Unmasked Estep 
Score: -31903046.000000 Penalty: 4114.457031
	Iteration 38Q: 3 clusters Score -3.190305e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 271770 members 
Entering Unmasked Estep 
Score: -31903782.000000 Penalty: 4114.457031
	Iteration 39Q: 3 clusters Score -3.190378e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 273287 members 
Entering Unmasked Estep 
Score: -31904560.000000 Penalty: 4114.457031
	Iteration 40F: 3 clusters Score -3.190456e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 274646 members 
Entering Unmasked Estep 
Score: -31905146.000000 Penalty: 4114.457031
	Iteration 41Q: 3 clusters Score -3.190515e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 275922 members 
Entering Unmasked Estep 
Score: -31905836.000000 Penalty: 4114.457031
	Iteration 42Q: 3 clusters Score -3.190584e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 277118 members 
Entering Unmasked Estep 
Score: -31906604.000000 Penalty: 4114.457031
	Iteration 43Q: 3 clusters Score -3.19066e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 278312 members 
Entering Unmasked Estep 
Score: -31907480.000000 Penalty: 4114.457031
	Iteration 44Q: 3 clusters Score -3.190748e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 279489 members 
Entering Unmasked Estep 
Score: -31908234.000000 Penalty: 4114.457031
	Iteration 45Q: 3 clusters Score -3.190823e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 280638 members 
Entering Unmasked Estep 
Score: -31908944.000000 Penalty: 4114.457031
	Iteration 46Q: 3 clusters Score -3.190894e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 281772 members 
Entering Unmasked Estep 
Score: -31909686.000000 Penalty: 4114.457031
	Iteration 47Q: 3 clusters Score -3.190969e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 282874 members 
Entering Unmasked Estep 
Score: -31910140.000000 Penalty: 4114.457031
	Iteration 48Q: 3 clusters Score -3.191014e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 283918 members 
Entering Unmasked Estep 
Score: -31910506.000000 Penalty: 4114.457031
	Iteration 49Q: 3 clusters Score -3.191051e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 284862 members 
Entering Unmasked Estep 
Score: -31911010.000000 Penalty: 4114.457031
	Iteration 50Q: 3 clusters Score -3.191101e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 285721 members 
Entering Unmasked Estep 
Score: -31911402.000000 Penalty: 4114.457031
	Iteration 51Q: 3 clusters Score -3.19114e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 286582 members 
Entering Unmasked Estep 
Score: -31911770.000000 Penalty: 4114.457031
	Iteration 52Q: 3 clusters Score -3.191177e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 287440 members 
Entering Unmasked Estep 
Score: -31912134.000000 Penalty: 4114.457031
	Iteration 53Q: 3 clusters Score -3.191213e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 288303 members 
Entering Unmasked Estep 
Score: -31912392.000000 Penalty: 4114.457031
	Iteration 54Q: 3 clusters Score -3.191239e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 289139 members 
Entering Unmasked Estep 
Score: -31912702.000000 Penalty: 4114.457031
	Iteration 55Q: 3 clusters Score -3.19127e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 289929 members 
Entering Unmasked Estep 
Score: -31912944.000000 Penalty: 4114.457031
	Iteration 56Q: 3 clusters Score -3.191294e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 290727 members 
Entering Unmasked Estep 
Score: -31913068.000000 Penalty: 4114.457031
	Iteration 57Q: 3 clusters Score -3.191307e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 291452 members 
Entering Unmasked Estep 
Score: -31913214.000000 Penalty: 4114.457031
	Iteration 58Q: 3 clusters Score -3.191321e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 292158 members 
Entering Unmasked Estep 
Score: -31913374.000000 Penalty: 4114.457031
	Iteration 59Q: 3 clusters Score -3.191337e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 292776 members 
Entering Unmasked Estep 
Score: -31913500.000000 Penalty: 4114.457031
	Iteration 60F: 3 clusters Score -3.19135e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 293397 members 
Entering Unmasked Estep 
Score: -31913466.000000 Penalty: 4114.457031
	Iteration 61Q: 3 clusters Score -3.191347e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 294018 members 
Entering Unmasked Estep 
Score: -31913696.000000 Penalty: 4114.457031
	Iteration 62Q: 3 clusters Score -3.19137e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 294614 members 
Entering Unmasked Estep 
Score: -31913878.000000 Penalty: 4114.457031
	Iteration 63Q: 3 clusters Score -3.191388e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 295189 members 
Entering Unmasked Estep 
Score: -31914252.000000 Penalty: 4114.457031
	Iteration 64Q: 3 clusters Score -3.191425e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 295698 members 
Entering Unmasked Estep 
Score: -31914458.000000 Penalty: 4114.457031
	Iteration 65Q: 3 clusters Score -3.191446e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 296187 members 
Entering Unmasked Estep 
Score: -31914714.000000 Penalty: 4114.457031
	Iteration 66Q: 3 clusters Score -3.191471e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 296651 members 
Entering Unmasked Estep 
Score: -31914880.000000 Penalty: 4114.457031
	Iteration 67Q: 3 clusters Score -3.191488e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 297111 members 
Entering Unmasked Estep 
Score: -31915092.000000 Penalty: 4114.457031
	Iteration 68Q: 3 clusters Score -3.191509e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 297547 members 
Entering Unmasked Estep 
Score: -31915192.000000 Penalty: 4114.457031
	Iteration 69Q: 3 clusters Score -3.191519e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 297936 members 
Entering Unmasked Estep 
Score: -31915322.000000 Penalty: 4114.457031
	Iteration 70Q: 3 clusters Score -3.191532e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 298368 members 
Entering Unmasked Estep 
Score: -31915404.000000 Penalty: 4114.457031
	Iteration 71Q: 3 clusters Score -3.19154e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 298817 members 
Entering Unmasked Estep 
Score: -31915584.000000 Penalty: 4114.457031
	Iteration 72Q: 3 clusters Score -3.191558e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 299266 members 
Entering Unmasked Estep 
Score: -31915796.000000 Penalty: 4114.457031
	Iteration 73Q: 3 clusters Score -3.19158e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 299667 members 
Entering Unmasked Estep 
Score: -31915962.000000 Penalty: 4114.457031
	Iteration 74Q: 3 clusters Score -3.191596e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 300035 members 
Entering Unmasked Estep 
Score: -31916102.000000 Penalty: 4114.457031
	Iteration 75Q: 3 clusters Score -3.19161e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 300398 members 
Entering Unmasked Estep 
Score: -31916116.000000 Penalty: 4114.457031
	Iteration 76Q: 3 clusters Score -3.191612e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 300752 members 
Entering Unmasked Estep 
Score: -31916132.000000 Penalty: 4114.457031
	Iteration 77Q: 3 clusters Score -3.191613e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 301108 members 
Entering Unmasked Estep 
Score: -31916168.000000 Penalty: 4114.457031
	Iteration 78Q: 3 clusters Score -3.191617e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 301451 members 
Entering Unmasked Estep 
Score: -31916222.000000 Penalty: 4114.457031
	Iteration 79Q: 3 clusters Score -3.191622e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 301794 members 
Entering Unmasked Estep 
Score: -31916312.000000 Penalty: 4114.457031
	Iteration 80F: 3 clusters Score -3.191631e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 302148 members 
Entering Unmasked Estep 
Score: -31916402.000000 Penalty: 4114.457031
	Iteration 81Q: 3 clusters Score -3.19164e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 302467 members 
Entering Unmasked Estep 
Score: -31916340.000000 Penalty: 4114.457031
	Iteration 82Q: 3 clusters Score -3.191634e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 302777 members 
Entering Unmasked Estep 
Score: -31916264.000000 Penalty: 4114.457031
	Iteration 83Q: 3 clusters Score -3.191626e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 303061 members 
Entering Unmasked Estep 
Score: -31916308.000000 Penalty: 4114.457031
	Iteration 84Q: 3 clusters Score -3.191631e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 303323 members 
Entering Unmasked Estep 
Score: -31916214.000000 Penalty: 4114.457031
	Iteration 85Q: 3 clusters Score -3.191621e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 303598 members 
Entering Unmasked Estep 
Score: -31916200.000000 Penalty: 4114.457031
	Iteration 86Q: 3 clusters Score -3.19162e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 303873 members 
Entering Unmasked Estep 
Score: -31916184.000000 Penalty: 4114.457031
	Iteration 87Q: 3 clusters Score -3.191618e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 304116 members 
Entering Unmasked Estep 
Score: -31916108.000000 Penalty: 4114.457031
	Iteration 88Q: 3 clusters Score -3.191611e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 304358 members 
Entering Unmasked Estep 
Score: -31916138.000000 Penalty: 4114.457031
	Iteration 89Q: 3 clusters Score -3.191614e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 304573 members 
Entering Unmasked Estep 
Score: -31916148.000000 Penalty: 4114.457031
	Iteration 90Q: 3 clusters Score -3.191615e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 304743 members 
Entering Unmasked Estep 
Score: -31916222.000000 Penalty: 4114.457031
	Iteration 91Q: 3 clusters Score -3.191622e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 304883 members 
Entering Unmasked Estep 
Score: -31916198.000000 Penalty: 4114.457031
	Iteration 92Q: 3 clusters Score -3.19162e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 305000 members 
Entering Unmasked Estep 
Score: -31916212.000000 Penalty: 4114.457031
	Iteration 93Q: 3 clusters Score -3.191621e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 305111 members 
Entering Unmasked Estep 
Score: -31916176.000000 Penalty: 4114.457031
	Iteration 94Q: 3 clusters Score -3.191618e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 305227 members 
Entering Unmasked Estep 
Score: -31916146.000000 Penalty: 4114.457031
	Iteration 95Q: 3 clusters Score -3.191615e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 305322 members 
Entering Unmasked Estep 
Score: -31916182.000000 Penalty: 4114.457031
	Iteration 96Q: 3 clusters Score -3.191618e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 305414 members 
Entering Unmasked Estep 
Score: -31916164.000000 Penalty: 4114.457031
	Iteration 97Q: 3 clusters Score -3.191616e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 305513 members 
Entering Unmasked Estep 
Score: -31916202.000000 Penalty: 4114.457031
	Iteration 98Q: 3 clusters Score -3.19162e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 305598 members 
Entering Unmasked Estep 
Score: -31916200.000000 Penalty: 4114.457031
	Iteration 99Q: 3 clusters Score -3.19162e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 305693 members 
Entering Unmasked Estep 
Score: -31916206.000000 Penalty: 4114.457031
	Iteration 100F: 3 clusters Score -3.191621e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 305777 members 
Entering Unmasked Estep 
Score: -31916184.000000 Penalty: 4114.457031
	Iteration 101Q: 3 clusters Score -3.191618e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 305860 members 
Entering Unmasked Estep 
Score: -31916124.000000 Penalty: 4114.457031
	Iteration 102Q: 3 clusters Score -3.191612e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 305937 members 
Entering Unmasked Estep 
Score: -31916074.000000 Penalty: 4114.457031
	Iteration 103Q: 3 clusters Score -3.191607e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 306010 members 
Entering Unmasked Estep 
Score: -31916114.000000 Penalty: 4114.457031
	Iteration 104Q: 3 clusters Score -3.191611e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 306082 members 
Entering Unmasked Estep 
Score: -31916134.000000 Penalty: 4114.457031
	Iteration 105Q: 3 clusters Score -3.191613e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 306151 members 
Entering Unmasked Estep 
Score: -31916188.000000 Penalty: 4114.457031
	Iteration 106Q: 3 clusters Score -3.191619e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 306222 members 
Entering Unmasked Estep 
Score: -31916210.000000 Penalty: 4114.457031
	Iteration 107Q: 3 clusters Score -3.191621e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 306291 members 
Entering Unmasked Estep 
Score: -31916194.000000 Penalty: 4114.457031
	Iteration 108Q: 3 clusters Score -3.191619e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 306362 members 
Entering Unmasked Estep 
Score: -31916224.000000 Penalty: 4114.457031
	Iteration 109Q: 3 clusters Score -3.191622e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 306438 members 
Entering Unmasked Estep 
Score: -31916210.000000 Penalty: 4114.457031
	Iteration 110Q: 3 clusters Score -3.191621e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 306499 members 
Entering Unmasked Estep 
Score: -31916290.000000 Penalty: 4114.457031
	Iteration 111Q: 3 clusters Score -3.191629e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 306565 members 
Entering Unmasked Estep 
Score: -31916318.000000 Penalty: 4114.457031
	Iteration 112Q: 3 clusters Score -3.191632e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 306641 members 
Entering Unmasked Estep 
Score: -31916312.000000 Penalty: 4114.457031
	Iteration 113Q: 3 clusters Score -3.191631e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 306715 members 
Entering Unmasked Estep 
Score: -31916318.000000 Penalty: 4114.457031
	Iteration 114Q: 3 clusters Score -3.191632e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 306796 members 
Entering Unmasked Estep 
Score: -31916344.000000 Penalty: 4114.457031
	Iteration 115Q: 3 clusters Score -3.191634e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 306867 members 
Entering Unmasked Estep 
Score: -31916332.000000 Penalty: 4114.457031
	Iteration 116Q: 3 clusters Score -3.191633e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 306943 members 
Entering Unmasked Estep 
Score: -31916340.000000 Penalty: 4114.457031
	Iteration 117Q: 3 clusters Score -3.191634e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 307010 members 
Entering Unmasked Estep 
Score: -31916364.000000 Penalty: 4114.457031
	Iteration 118Q: 3 clusters Score -3.191636e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 307075 members 
Entering Unmasked Estep 
Score: -31916390.000000 Penalty: 4114.457031
	Iteration 119Q: 3 clusters Score -3.191639e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 307137 members 
Entering Unmasked Estep 
Score: -31916390.000000 Penalty: 4114.457031
	Iteration 120F: 3 clusters Score -3.191639e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 307201 members 
Entering Unmasked Estep 
Score: -31916412.000000 Penalty: 4114.457031
	Iteration 121Q: 3 clusters Score -3.191641e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 307253 members 
Entering Unmasked Estep 
Score: -31916442.000000 Penalty: 4114.457031
	Iteration 122Q: 3 clusters Score -3.191644e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 307307 members 
Entering Unmasked Estep 
Score: -31916444.000000 Penalty: 4114.457031
	Iteration 123Q: 3 clusters Score -3.191644e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 307353 members 
Entering Unmasked Estep 
Score: -31916452.000000 Penalty: 4114.457031
	Iteration 124Q: 3 clusters Score -3.191645e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 307396 members 
Entering Unmasked Estep 
Score: -31916462.000000 Penalty: 4114.457031
	Iteration 125Q: 3 clusters Score -3.191646e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 307441 members 
Entering Unmasked Estep 
Score: -31916490.000000 Penalty: 4114.457031
	Iteration 126Q: 3 clusters Score -3.191649e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 307479 members 
Entering Unmasked Estep 
Score: -31916530.000000 Penalty: 4114.457031
	Iteration 127Q: 3 clusters Score -3.191653e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 307519 members 
Entering Unmasked Estep 
Score: -31916506.000000 Penalty: 4114.457031
	Iteration 128Q: 3 clusters Score -3.191651e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 307558 members 
Entering Unmasked Estep 
Score: -31916508.000000 Penalty: 4114.457031
	Iteration 129Q: 3 clusters Score -3.191651e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 307606 members 
Entering Unmasked Estep 
Score: -31916498.000000 Penalty: 4114.457031
	Iteration 130Q: 3 clusters Score -3.19165e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 307643 members 
Entering Unmasked Estep 
Score: -31916482.000000 Penalty: 4114.457031
	Iteration 131Q: 3 clusters Score -3.191648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 307688 members 
Entering Unmasked Estep 
Score: -31916490.000000 Penalty: 4114.457031
	Iteration 132Q: 3 clusters Score -3.191649e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 307747 members 
Entering Unmasked Estep 
Score: -31916468.000000 Penalty: 4114.457031
	Iteration 133Q: 3 clusters Score -3.191647e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 307823 members 
Entering Unmasked Estep 
Score: -31916438.000000 Penalty: 4114.457031
	Iteration 134Q: 3 clusters Score -3.191644e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 307904 members 
Entering Unmasked Estep 
Score: -31916458.000000 Penalty: 4114.457031
	Iteration 135Q: 3 clusters Score -3.191646e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 307989 members 
Entering Unmasked Estep 
Score: -31916492.000000 Penalty: 4114.457031
	Iteration 136Q: 3 clusters Score -3.191649e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 308061 members 
Entering Unmasked Estep 
Score: -31916528.000000 Penalty: 4114.457031
	Iteration 137Q: 3 clusters Score -3.191653e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 308130 members 
Entering Unmasked Estep 
Score: -31916590.000000 Penalty: 4114.457031
	Iteration 138Q: 3 clusters Score -3.191659e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 308197 members 
Entering Unmasked Estep 
Score: -31916594.000000 Penalty: 4114.457031
	Iteration 139Q: 3 clusters Score -3.191659e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 308239 members 
Entering Unmasked Estep 
Score: -31916606.000000 Penalty: 4114.457031
	Iteration 140F: 3 clusters Score -3.191661e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 308290 members 
Entering Unmasked Estep 
Score: -31916616.000000 Penalty: 4114.457031
	Iteration 141Q: 3 clusters Score -3.191662e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 308344 members 
Entering Unmasked Estep 
Score: -31916544.000000 Penalty: 4114.457031
	Iteration 142Q: 3 clusters Score -3.191654e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 308400 members 
Entering Unmasked Estep 
Score: -31916572.000000 Penalty: 4114.457031
	Iteration 143Q: 3 clusters Score -3.191657e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 308451 members 
Entering Unmasked Estep 
Score: -31916602.000000 Penalty: 4114.457031
	Iteration 144Q: 3 clusters Score -3.19166e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 308508 members 
Entering Unmasked Estep 
Score: -31916556.000000 Penalty: 4114.457031
	Iteration 145Q: 3 clusters Score -3.191656e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 308560 members 
Entering Unmasked Estep 
Score: -31916548.000000 Penalty: 4114.457031
	Iteration 146Q: 3 clusters Score -3.191655e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 308612 members 
Entering Unmasked Estep 
Score: -31916564.000000 Penalty: 4114.457031
	Iteration 147Q: 3 clusters Score -3.191656e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 308654 members 
Entering Unmasked Estep 
Score: -31916556.000000 Penalty: 4114.457031
	Iteration 148Q: 3 clusters Score -3.191656e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 308706 members 
Entering Unmasked Estep 
Score: -31916524.000000 Penalty: 4114.457031
	Iteration 149Q: 3 clusters Score -3.191652e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 308775 members 
Entering Unmasked Estep 
Score: -31916480.000000 Penalty: 4114.457031
	Iteration 150Q: 3 clusters Score -3.191648e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 308836 members 
Entering Unmasked Estep 
Score: -31916416.000000 Penalty: 4114.457031
	Iteration 151Q: 3 clusters Score -3.191642e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 308892 members 
Entering Unmasked Estep 
Score: -31916428.000000 Penalty: 4114.457031
	Iteration 152Q: 3 clusters Score -3.191643e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 308946 members 
Entering Unmasked Estep 
Score: -31916422.000000 Penalty: 4114.457031
	Iteration 153Q: 3 clusters Score -3.191642e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 308999 members 
Entering Unmasked Estep 
Score: -31916402.000000 Penalty: 4114.457031
	Iteration 154Q: 3 clusters Score -3.19164e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 309052 members 
Entering Unmasked Estep 
Score: -31916428.000000 Penalty: 4114.457031
	Iteration 155Q: 3 clusters Score -3.191643e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 309106 members 
Entering Unmasked Estep 
Score: -31916444.000000 Penalty: 4114.457031
	Iteration 156Q: 3 clusters Score -3.191644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 309164 members 
Entering Unmasked Estep 
Score: -31916418.000000 Penalty: 4114.457031
	Iteration 157Q: 3 clusters Score -3.191642e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 309216 members 
Entering Unmasked Estep 
Score: -31916458.000000 Penalty: 4114.457031
	Iteration 158Q: 3 clusters Score -3.191646e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 309275 members 
Entering Unmasked Estep 
Score: -31916482.000000 Penalty: 4114.457031
	Iteration 159Q: 3 clusters Score -3.191648e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 309329 members 
Entering Unmasked Estep 
Score: -31916506.000000 Penalty: 4114.457031
	Iteration 160F: 3 clusters Score -3.191651e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 309393 members 
Entering Unmasked Estep 
Score: -31916508.000000 Penalty: 4114.457031
	Iteration 161Q: 3 clusters Score -3.191651e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 309453 members 
Entering Unmasked Estep 
Score: -31916530.000000 Penalty: 4114.457031
	Iteration 162Q: 3 clusters Score -3.191653e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 309502 members 
Entering Unmasked Estep 
Score: -31916498.000000 Penalty: 4114.457031
	Iteration 163Q: 3 clusters Score -3.19165e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 309543 members 
Entering Unmasked Estep 
Score: -31916528.000000 Penalty: 4114.457031
	Iteration 164Q: 3 clusters Score -3.191653e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 309586 members 
Entering Unmasked Estep 
Score: -31916534.000000 Penalty: 4114.457031
	Iteration 165Q: 3 clusters Score -3.191653e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 309637 members 
Entering Unmasked Estep 
Score: -31916536.000000 Penalty: 4114.457031
	Iteration 166Q: 3 clusters Score -3.191654e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 309684 members 
Entering Unmasked Estep 
Score: -31916528.000000 Penalty: 4114.457031
	Iteration 167Q: 3 clusters Score -3.191653e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 309730 members 
Entering Unmasked Estep 
Score: -31916508.000000 Penalty: 4114.457031
	Iteration 168Q: 3 clusters Score -3.191651e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 309759 members 
Entering Unmasked Estep 
Score: -31916500.000000 Penalty: 4114.457031
	Iteration 169Q: 3 clusters Score -3.19165e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 309791 members 
Entering Unmasked Estep 
Score: -31916536.000000 Penalty: 4114.457031
	Iteration 170Q: 3 clusters Score -3.191654e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 309824 members 
Entering Unmasked Estep 
Score: -31916576.000000 Penalty: 4114.457031
	Iteration 171Q: 3 clusters Score -3.191658e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 309869 members 
Entering Unmasked Estep 
Score: -31916564.000000 Penalty: 4114.457031
	Iteration 172Q: 3 clusters Score -3.191656e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 309916 members 
Entering Unmasked Estep 
Score: -31916552.000000 Penalty: 4114.457031
	Iteration 173Q: 3 clusters Score -3.191655e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 309964 members 
Entering Unmasked Estep 
Score: -31916502.000000 Penalty: 4114.457031
	Iteration 174Q: 3 clusters Score -3.19165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 310006 members 
Entering Unmasked Estep 
Score: -31916502.000000 Penalty: 4114.457031
	Iteration 175Q: 3 clusters Score -3.19165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 310046 members 
Entering Unmasked Estep 
Score: -31916530.000000 Penalty: 4114.457031
	Iteration 176Q: 3 clusters Score -3.191653e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 310087 members 
Entering Unmasked Estep 
Score: -31916534.000000 Penalty: 4114.457031
	Iteration 177Q: 3 clusters Score -3.191653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 310116 members 
Entering Unmasked Estep 
Score: -31916536.000000 Penalty: 4114.457031
	Iteration 178Q: 3 clusters Score -3.191654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 310145 members 
Entering Unmasked Estep 
Score: -31916508.000000 Penalty: 4114.457031
	Iteration 179Q: 3 clusters Score -3.191651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 310170 members 
Entering Unmasked Estep 
Score: -31916510.000000 Penalty: 4114.457031
	Iteration 180F: 3 clusters Score -3.191651e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 310199 members 
Entering Unmasked Estep 
Score: -31916500.000000 Penalty: 4114.457031
	Iteration 181Q: 3 clusters Score -3.19165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 310232 members 
Entering Unmasked Estep 
Score: -31916526.000000 Penalty: 4114.457031
	Iteration 182Q: 3 clusters Score -3.191653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 310266 members 
Entering Unmasked Estep 
Score: -31916534.000000 Penalty: 4114.457031
	Iteration 183Q: 3 clusters Score -3.191653e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 310296 members 
Entering Unmasked Estep 
Score: -31916564.000000 Penalty: 4114.457031
	Iteration 184Q: 3 clusters Score -3.191656e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 310330 members 
Entering Unmasked Estep 
Score: -31916574.000000 Penalty: 4114.457031
	Iteration 185Q: 3 clusters Score -3.191657e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 310370 members 
Entering Unmasked Estep 
Score: -31916570.000000 Penalty: 4114.457031
	Iteration 186Q: 3 clusters Score -3.191657e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 310409 members 
Entering Unmasked Estep 
Score: -31916590.000000 Penalty: 4114.457031
	Iteration 187Q: 3 clusters Score -3.191659e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 310448 members 
Entering Unmasked Estep 
Score: -31916574.000000 Penalty: 4114.457031
	Iteration 188Q: 3 clusters Score -3.191657e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 310490 members 
Entering Unmasked Estep 
Score: -31916564.000000 Penalty: 4114.457031
	Iteration 189Q: 3 clusters Score -3.191656e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 310520 members 
Entering Unmasked Estep 
Score: -31916524.000000 Penalty: 4114.457031
	Iteration 190Q: 3 clusters Score -3.191652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 310546 members 
Entering Unmasked Estep 
Score: -31916512.000000 Penalty: 4114.457031
	Iteration 191Q: 3 clusters Score -3.191651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 310567 members 
Entering Unmasked Estep 
Score: -31916496.000000 Penalty: 4114.457031
	Iteration 192Q: 3 clusters Score -3.19165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 310595 members 
Entering Unmasked Estep 
Score: -31916498.000000 Penalty: 4114.457031
	Iteration 193Q: 3 clusters Score -3.19165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 310617 members 
Entering Unmasked Estep 
Score: -31916518.000000 Penalty: 4114.457031
	Iteration 194Q: 3 clusters Score -3.191652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 310640 members 
Entering Unmasked Estep 
Score: -31916482.000000 Penalty: 4114.457031
	Iteration 195Q: 3 clusters Score -3.191648e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 310667 members 
Entering Unmasked Estep 
Score: -31916460.000000 Penalty: 4114.457031
	Iteration 196Q: 3 clusters Score -3.191646e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 310700 members 
Entering Unmasked Estep 
Score: -31916480.000000 Penalty: 4114.457031
	Iteration 197Q: 3 clusters Score -3.191648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 310728 members 
Entering Unmasked Estep 
Score: -31916506.000000 Penalty: 4114.457031
	Iteration 198Q: 3 clusters Score -3.191651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 310745 members 
Entering Unmasked Estep 
Score: -31916456.000000 Penalty: 4114.457031
	Iteration 199Q: 3 clusters Score -3.191646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 310762 members 
Entering Unmasked Estep 
Score: -31916442.000000 Penalty: 4114.457031
	Iteration 200F: 3 clusters Score -3.191644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 310783 members 
Entering Unmasked Estep 
Score: -31916450.000000 Penalty: 4114.457031
	Iteration 201Q: 3 clusters Score -3.191645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 310798 members 
Entering Unmasked Estep 
Score: -31916448.000000 Penalty: 4114.457031
	Iteration 202Q: 3 clusters Score -3.191645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 310806 members 
Entering Unmasked Estep 
Score: -31916406.000000 Penalty: 4114.457031
	Iteration 203Q: 3 clusters Score -3.191641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 310815 members 
Entering Unmasked Estep 
Score: -31916396.000000 Penalty: 4114.457031
	Iteration 204Q: 3 clusters Score -3.19164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 310822 members 
Entering Unmasked Estep 
Score: -31916396.000000 Penalty: 4114.457031
	Iteration 205Q: 3 clusters Score -3.19164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 310831 members 
Entering Unmasked Estep 
Score: -31916396.000000 Penalty: 4114.457031
	Iteration 206Q: 3 clusters Score -3.19164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 310839 members 
Entering Unmasked Estep 
Score: -31916420.000000 Penalty: 4114.457031
	Iteration 207Q: 3 clusters Score -3.191642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 310847 members 
Entering Unmasked Estep 
Score: -31916414.000000 Penalty: 4114.457031
	Iteration 208Q: 3 clusters Score -3.191641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 310857 members 
Entering Unmasked Estep 
Score: -31916416.000000 Penalty: 4114.457031
	Iteration 209Q: 3 clusters Score -3.191642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 310870 members 
Entering Unmasked Estep 
Score: -31916442.000000 Penalty: 4114.457031
	Iteration 210Q: 3 clusters Score -3.191644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 310884 members 
Entering Unmasked Estep 
Score: -31916434.000000 Penalty: 4114.457031
	Iteration 211Q: 3 clusters Score -3.191643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 310901 members 
Entering Unmasked Estep 
Score: -31916438.000000 Penalty: 4114.457031
	Iteration 212Q: 3 clusters Score -3.191644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 310913 members 
Entering Unmasked Estep 
Score: -31916430.000000 Penalty: 4114.457031
	Iteration 213Q: 3 clusters Score -3.191643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 310929 members 
Entering Unmasked Estep 
Score: -31916464.000000 Penalty: 4114.457031
	Iteration 214Q: 3 clusters Score -3.191646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 310948 members 
Entering Unmasked Estep 
Score: -31916442.000000 Penalty: 4114.457031
	Iteration 215Q: 3 clusters Score -3.191644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 310971 members 
Entering Unmasked Estep 
Score: -31916444.000000 Penalty: 4114.457031
	Iteration 216Q: 3 clusters Score -3.191644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 310997 members 
Entering Unmasked Estep 
Score: -31916442.000000 Penalty: 4114.457031
	Iteration 217Q: 3 clusters Score -3.191644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 311016 members 
Entering Unmasked Estep 
Score: -31916426.000000 Penalty: 4114.457031
	Iteration 218Q: 3 clusters Score -3.191643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 311027 members 
Entering Unmasked Estep 
Score: -31916412.000000 Penalty: 4114.457031
	Iteration 219Q: 3 clusters Score -3.191641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 311036 members 
Entering Unmasked Estep 
Score: -31916402.000000 Penalty: 4114.457031
	Iteration 220F: 3 clusters Score -3.19164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 311054 members 
Entering Unmasked Estep 
Score: -31916404.000000 Penalty: 4114.457031
	Iteration 221Q: 3 clusters Score -3.19164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 311074 members 
Entering Unmasked Estep 
Score: -31916420.000000 Penalty: 4114.457031
	Iteration 222Q: 3 clusters Score -3.191642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 311095 members 
Entering Unmasked Estep 
Score: -31916406.000000 Penalty: 4114.457031
	Iteration 223Q: 3 clusters Score -3.191641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 311113 members 
Entering Unmasked Estep 
Score: -31916394.000000 Penalty: 4114.457031
	Iteration 224Q: 3 clusters Score -3.191639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 311131 members 
Entering Unmasked Estep 
Score: -31916384.000000 Penalty: 4114.457031
	Iteration 225Q: 3 clusters Score -3.191638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 311149 members 
Entering Unmasked Estep 
Score: -31916364.000000 Penalty: 4114.457031
	Iteration 226Q: 3 clusters Score -3.191636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 311163 members 
Entering Unmasked Estep 
Score: -31916346.000000 Penalty: 4114.457031
	Iteration 227Q: 3 clusters Score -3.191635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 311179 members 
Entering Unmasked Estep 
Score: -31916316.000000 Penalty: 4114.457031
	Iteration 228Q: 3 clusters Score -3.191632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 311190 members 
Entering Unmasked Estep 
Score: -31916318.000000 Penalty: 4114.457031
	Iteration 229Q: 3 clusters Score -3.191632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 311204 members 
Entering Unmasked Estep 
Score: -31916326.000000 Penalty: 4114.457031
	Iteration 230Q: 3 clusters Score -3.191633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 311218 members 
Entering Unmasked Estep 
Score: -31916332.000000 Penalty: 4114.457031
	Iteration 231Q: 3 clusters Score -3.191633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 311231 members 
Entering Unmasked Estep 
Score: -31916342.000000 Penalty: 4114.457031
	Iteration 232Q: 3 clusters Score -3.191634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 311237 members 
Entering Unmasked Estep 
Score: -31916328.000000 Penalty: 4114.457031
	Iteration 233Q: 3 clusters Score -3.191633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 311248 members 
Entering Unmasked Estep 
Score: -31916324.000000 Penalty: 4114.457031
	Iteration 234Q: 3 clusters Score -3.191632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 311259 members 
Entering Unmasked Estep 
Score: -31916354.000000 Penalty: 4114.457031
	Iteration 235Q: 3 clusters Score -3.191635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 311277 members 
Entering Unmasked Estep 
Score: -31916352.000000 Penalty: 4114.457031
	Iteration 236Q: 3 clusters Score -3.191635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 311296 members 
Entering Unmasked Estep 
Score: -31916352.000000 Penalty: 4114.457031
	Iteration 237Q: 3 clusters Score -3.191635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 311311 members 
Entering Unmasked Estep 
Score: -31916358.000000 Penalty: 4114.457031
	Iteration 238Q: 3 clusters Score -3.191636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 311322 members 
Entering Unmasked Estep 
Score: -31916368.000000 Penalty: 4114.457031
	Iteration 239Q: 3 clusters Score -3.191637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 311329 members 
Entering Unmasked Estep 
Score: -31916372.000000 Penalty: 4114.457031
	Iteration 240F: 3 clusters Score -3.191637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 311342 members 
Entering Unmasked Estep 
Score: -31916398.000000 Penalty: 4114.457031
	Iteration 241Q: 3 clusters Score -3.19164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 311354 members 
Entering Unmasked Estep 
Score: -31916378.000000 Penalty: 4114.457031
	Iteration 242Q: 3 clusters Score -3.191638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 311367 members 
Entering Unmasked Estep 
Score: -31916384.000000 Penalty: 4114.457031
	Iteration 243Q: 3 clusters Score -3.191638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 311384 members 
Entering Unmasked Estep 
Score: -31916382.000000 Penalty: 4114.457031
	Iteration 244Q: 3 clusters Score -3.191638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 311397 members 
Entering Unmasked Estep 
Score: -31916400.000000 Penalty: 4114.457031
	Iteration 245Q: 3 clusters Score -3.19164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 311407 members 
Entering Unmasked Estep 
Score: -31916368.000000 Penalty: 4114.457031
	Iteration 246Q: 3 clusters Score -3.191637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 311417 members 
Entering Unmasked Estep 
Score: -31916360.000000 Penalty: 4114.457031
	Iteration 247Q: 3 clusters Score -3.191636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 311426 members 
Entering Unmasked Estep 
Score: -31916348.000000 Penalty: 4114.457031
	Iteration 248Q: 3 clusters Score -3.191635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 311430 members 
Entering Unmasked Estep 
Score: -31916348.000000 Penalty: 4114.457031
	Iteration 249Q: 3 clusters Score -3.191635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 311437 members 
Entering Unmasked Estep 
Score: -31916328.000000 Penalty: 4114.457031
	Iteration 250Q: 3 clusters Score -3.191633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 311441 members 
Entering Unmasked Estep 
Score: -31916338.000000 Penalty: 4114.457031
	Iteration 251Q: 3 clusters Score -3.191634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 311451 members 
Entering Unmasked Estep 
Score: -31916362.000000 Penalty: 4114.457031
	Iteration 252Q: 3 clusters Score -3.191636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 311457 members 
Entering Unmasked Estep 
Score: -31916340.000000 Penalty: 4114.457031
	Iteration 253Q: 3 clusters Score -3.191634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 311467 members 
Entering Unmasked Estep 
Score: -31916358.000000 Penalty: 4114.457031
	Iteration 254Q: 3 clusters Score -3.191636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 311484 members 
Entering Unmasked Estep 
Score: -31916340.000000 Penalty: 4114.457031
	Iteration 255Q: 3 clusters Score -3.191634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 311500 members 
Entering Unmasked Estep 
Score: -31916348.000000 Penalty: 4114.457031
	Iteration 256Q: 3 clusters Score -3.191635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 311520 members 
Entering Unmasked Estep 
Score: -31916336.000000 Penalty: 4114.457031
	Iteration 257Q: 3 clusters Score -3.191634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 311534 members 
Entering Unmasked Estep 
Score: -31916334.000000 Penalty: 4114.457031
	Iteration 258Q: 3 clusters Score -3.191633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 311545 members 
Entering Unmasked Estep 
Score: -31916328.000000 Penalty: 4114.457031
	Iteration 259Q: 3 clusters Score -3.191633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 311556 members 
Entering Unmasked Estep 
Score: -31916340.000000 Penalty: 4114.457031
	Iteration 260F: 3 clusters Score -3.191634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 311562 members 
Entering Unmasked Estep 
Score: -31916320.000000 Penalty: 4114.457031
	Iteration 261Q: 3 clusters Score -3.191632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 311570 members 
Entering Unmasked Estep 
Score: -31916336.000000 Penalty: 4114.457031
	Iteration 262Q: 3 clusters Score -3.191634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 311576 members 
Entering Unmasked Estep 
Score: -31916328.000000 Penalty: 4114.457031
	Iteration 263Q: 3 clusters Score -3.191633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 311582 members 
Entering Unmasked Estep 
Score: -31916318.000000 Penalty: 4114.457031
	Iteration 264Q: 3 clusters Score -3.191632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 311588 members 
Entering Unmasked Estep 
Score: -31916310.000000 Penalty: 4114.457031
	Iteration 265Q: 3 clusters Score -3.191631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 311592 members 
Entering Unmasked Estep 
Score: -31916322.000000 Penalty: 4114.457031
	Iteration 266Q: 3 clusters Score -3.191632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 311595 members 
Entering Unmasked Estep 
Score: -31916308.000000 Penalty: 4114.457031
	Iteration 267Q: 3 clusters Score -3.191631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 311598 members 
Entering Unmasked Estep 
Score: -31916306.000000 Penalty: 4114.457031
	Iteration 268Q: 3 clusters Score -3.191631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 311604 members 
Entering Unmasked Estep 
Score: -31916318.000000 Penalty: 4114.457031
	Iteration 269Q: 3 clusters Score -3.191632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 311610 members 
Entering Unmasked Estep 
Score: -31916306.000000 Penalty: 4114.457031
	Iteration 270Q: 3 clusters Score -3.191631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 311613 members 
Entering Unmasked Estep 
Score: -31916320.000000 Penalty: 4114.457031
	Iteration 271Q: 3 clusters Score -3.191632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 311617 members 
Entering Unmasked Estep 
Score: -31916324.000000 Penalty: 4114.457031
	Iteration 272Q: 3 clusters Score -3.191632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 311621 members 
Entering Unmasked Estep 
Score: -31916302.000000 Penalty: 4114.457031
	Iteration 273Q: 3 clusters Score -3.19163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 311629 members 
Entering Unmasked Estep 
Score: -31916326.000000 Penalty: 4114.457031
	Iteration 274Q: 3 clusters Score -3.191633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 311636 members 
Entering Unmasked Estep 
Score: -31916308.000000 Penalty: 4114.457031
	Iteration 275Q: 3 clusters Score -3.191631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 311642 members 
Entering Unmasked Estep 
Score: -31916304.000000 Penalty: 4114.457031
	Iteration 276Q: 3 clusters Score -3.19163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 311648 members 
Entering Unmasked Estep 
Score: -31916294.000000 Penalty: 4114.457031
	Iteration 277Q: 3 clusters Score -3.191629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 311651 members 
Entering Unmasked Estep 
Score: -31916296.000000 Penalty: 4114.457031
	Iteration 278Q: 3 clusters Score -3.19163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 311658 members 
Entering Unmasked Estep 
Score: -31916262.000000 Penalty: 4114.457031
	Iteration 279Q: 3 clusters Score -3.191626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 311663 members 
Entering Unmasked Estep 
Score: -31916282.000000 Penalty: 4114.457031
	Iteration 280F: 3 clusters Score -3.191628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 311665 members 
Entering Unmasked Estep 
Score: -31916282.000000 Penalty: 4114.457031
	Iteration 281Q: 3 clusters Score -3.191628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 311666 members 
Entering Unmasked Estep 
Score: -31916290.000000 Penalty: 4114.457031
	Iteration 282Q: 3 clusters Score -3.191629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 311671 members 
Entering Unmasked Estep 
Score: -31916296.000000 Penalty: 4114.457031
	Iteration 283Q: 3 clusters Score -3.19163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 311681 members 
Entering Unmasked Estep 
Score: -31916308.000000 Penalty: 4114.457031
	Iteration 284Q: 3 clusters Score -3.191631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 311695 members 
Entering Unmasked Estep 
Score: -31916316.000000 Penalty: 4114.457031
	Iteration 285Q: 3 clusters Score -3.191632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 311711 members 
Entering Unmasked Estep 
Score: -31916310.000000 Penalty: 4114.457031
	Iteration 286Q: 3 clusters Score -3.191631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 311726 members 
Entering Unmasked Estep 
Score: -31916332.000000 Penalty: 4114.457031
	Iteration 287Q: 3 clusters Score -3.191633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 311745 members 
Entering Unmasked Estep 
Score: -31916322.000000 Penalty: 4114.457031
	Iteration 288Q: 3 clusters Score -3.191632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 311767 members 
Entering Unmasked Estep 
Score: -31916298.000000 Penalty: 4114.457031
	Iteration 289Q: 3 clusters Score -3.19163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 311783 members 
Entering Unmasked Estep 
Score: -31916304.000000 Penalty: 4114.457031
	Iteration 290Q: 3 clusters Score -3.19163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 311795 members 
Entering Unmasked Estep 
Score: -31916304.000000 Penalty: 4114.457031
	Iteration 291Q: 3 clusters Score -3.19163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 311807 members 
Entering Unmasked Estep 
Score: -31916330.000000 Penalty: 4114.457031
	Iteration 292Q: 3 clusters Score -3.191633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 311825 members 
Entering Unmasked Estep 
Score: -31916338.000000 Penalty: 4114.457031
	Iteration 293Q: 3 clusters Score -3.191634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 311847 members 
Entering Unmasked Estep 
Score: -31916336.000000 Penalty: 4114.457031
	Iteration 294Q: 3 clusters Score -3.191634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 311861 members 
Entering Unmasked Estep 
Score: -31916342.000000 Penalty: 4114.457031
	Iteration 295Q: 3 clusters Score -3.191634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 311870 members 
Entering Unmasked Estep 
Score: -31916338.000000 Penalty: 4114.457031
	Iteration 296Q: 3 clusters Score -3.191634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 311873 members 
Entering Unmasked Estep 
Score: -31916338.000000 Penalty: 4114.457031
	Iteration 297Q: 3 clusters Score -3.191634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 311885 members 
Entering Unmasked Estep 
Score: -31916332.000000 Penalty: 4114.457031
	Iteration 298Q: 3 clusters Score -3.191633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 311895 members 
Entering Unmasked Estep 
Score: -31916334.000000 Penalty: 4114.457031
	Iteration 299Q: 3 clusters Score -3.191633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 311905 members 
Entering Unmasked Estep 
Score: -31916338.000000 Penalty: 4114.457031
	Iteration 300F: 3 clusters Score -3.191634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 311915 members 
Entering Unmasked Estep 
Score: -31916330.000000 Penalty: 4114.457031
	Iteration 301Q: 3 clusters Score -3.191633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 311929 members 
Entering Unmasked Estep 
Score: -31916324.000000 Penalty: 4114.457031
	Iteration 302Q: 3 clusters Score -3.191632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 311940 members 
Entering Unmasked Estep 
Score: -31916354.000000 Penalty: 4114.457031
	Iteration 303Q: 3 clusters Score -3.191635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 311948 members 
Entering Unmasked Estep 
Score: -31916352.000000 Penalty: 4114.457031
	Iteration 304Q: 3 clusters Score -3.191635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 311954 members 
Entering Unmasked Estep 
Score: -31916362.000000 Penalty: 4114.457031
	Iteration 305Q: 3 clusters Score -3.191636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 311960 members 
Entering Unmasked Estep 
Score: -31916376.000000 Penalty: 4114.457031
	Iteration 306Q: 3 clusters Score -3.191638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 311966 members 
Entering Unmasked Estep 
Score: -31916362.000000 Penalty: 4114.457031
	Iteration 307Q: 3 clusters Score -3.191636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 311970 members 
Entering Unmasked Estep 
Score: -31916360.000000 Penalty: 4114.457031
	Iteration 308Q: 3 clusters Score -3.191636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 311976 members 
Entering Unmasked Estep 
Score: -31916346.000000 Penalty: 4114.457031
	Iteration 309Q: 3 clusters Score -3.191635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 311984 members 
Entering Unmasked Estep 
Score: -31916348.000000 Penalty: 4114.457031
	Iteration 310Q: 3 clusters Score -3.191635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 311991 members 
Entering Unmasked Estep 
Score: -31916326.000000 Penalty: 4114.457031
	Iteration 311Q: 3 clusters Score -3.191633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 311998 members 
Entering Unmasked Estep 
Score: -31916336.000000 Penalty: 4114.457031
	Iteration 312Q: 3 clusters Score -3.191634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 312002 members 
Entering Unmasked Estep 
Score: -31916348.000000 Penalty: 4114.457031
	Iteration 313Q: 3 clusters Score -3.191635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 312008 members 
Entering Unmasked Estep 
Score: -31916334.000000 Penalty: 4114.457031
	Iteration 314Q: 3 clusters Score -3.191633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 312018 members 
Entering Unmasked Estep 
Score: -31916326.000000 Penalty: 4114.457031
	Iteration 315Q: 3 clusters Score -3.191633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 312024 members 
Entering Unmasked Estep 
Score: -31916328.000000 Penalty: 4114.457031
	Iteration 316Q: 3 clusters Score -3.191633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 312030 members 
Entering Unmasked Estep 
Score: -31916348.000000 Penalty: 4114.457031
	Iteration 317Q: 3 clusters Score -3.191635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 312036 members 
Entering Unmasked Estep 
Score: -31916306.000000 Penalty: 4114.457031
	Iteration 318Q: 3 clusters Score -3.191631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 312036 members 
Entering Unmasked Estep 
Score: -31916296.000000 Penalty: 4114.457031
	Iteration 319Q: 3 clusters Score -3.19163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 312040 members 
Entering Unmasked Estep 
Score: -31916322.000000 Penalty: 4114.457031
	Iteration 320F: 3 clusters Score -3.191632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 312046 members 
Entering Unmasked Estep 
Score: -31916316.000000 Penalty: 4114.457031
	Iteration 321Q: 3 clusters Score -3.191632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 312050 members 
Entering Unmasked Estep 
Score: -31916310.000000 Penalty: 4114.457031
	Iteration 322Q: 3 clusters Score -3.191631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 312058 members 
Entering Unmasked Estep 
Score: -31916318.000000 Penalty: 4114.457031
	Iteration 323Q: 3 clusters Score -3.191632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 312060 members 
Entering Unmasked Estep 
Score: -31916314.000000 Penalty: 4114.457031
	Iteration 324Q: 3 clusters Score -3.191631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 312060 members 
Entering Unmasked Estep 
Score: -31916314.000000 Penalty: 4114.457031
	Iteration 325F: 3 clusters Score -3.191631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151022 members 
Entering Unmasked Estep 
Score: -15439321.000000 Penalty: 1937.841797
	Iteration 0F: 2 clusters Score -1.543932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -15338534.000000 Penalty: 3875.683594
	Iteration 0F: 3 clusters Score -1.533853e+07 nChanged 72577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -15380556.000000 Penalty: 3875.683594
	Iteration 1F: 3 clusters Score -1.538056e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -15381427.000000 Penalty: 3875.683594
	Iteration 2Q: 3 clusters Score -1.538143e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -15382564.000000 Penalty: 3875.683594
	Iteration 3Q: 3 clusters Score -1.538256e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -15383998.000000 Penalty: 3875.683594
	Iteration 4Q: 3 clusters Score -1.5384e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -15385860.000000 Penalty: 3875.683594
	Iteration 5Q: 3 clusters Score -1.538586e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -15388482.000000 Penalty: 3875.683594
	Iteration 6Q: 3 clusters Score -1.538848e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -15392940.000000 Penalty: 3875.683594
	Iteration 7F: 3 clusters Score -1.539294e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -15399447.000000 Penalty: 3875.683594
	Iteration 8F: 3 clusters Score -1.539945e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114639 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -15408002.000000 Penalty: 3875.683594
	Iteration 9F: 3 clusters Score -1.5408e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123485 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -15416427.000000 Penalty: 3875.683594
	Iteration 10F: 3 clusters Score -1.541643e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130272 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -15422884.000000 Penalty: 3875.683594
	Iteration 11Q: 3 clusters Score -1.542288e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134944 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -15426798.000000 Penalty: 3875.683594
	Iteration 12Q: 3 clusters Score -1.54268e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138469 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -15429466.000000 Penalty: 3875.683594
	Iteration 13Q: 3 clusters Score -1.542947e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141285 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -15431367.000000 Penalty: 3875.683594
	Iteration 14Q: 3 clusters Score -1.543137e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143531 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -15432961.000000 Penalty: 3875.683594
	Iteration 15Q: 3 clusters Score -1.543296e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145350 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -15434265.000000 Penalty: 3875.683594
	Iteration 16Q: 3 clusters Score -1.543426e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146794 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -15435257.000000 Penalty: 3875.683594
	Iteration 17Q: 3 clusters Score -1.543526e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147878 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -15436047.000000 Penalty: 3875.683594
	Iteration 18Q: 3 clusters Score -1.543605e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148611 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -15436581.000000 Penalty: 3875.683594
	Iteration 19Q: 3 clusters Score -1.543658e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149095 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -15437000.000000 Penalty: 3875.683594
	Iteration 20F: 3 clusters Score -1.5437e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149402 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15437259.000000 Penalty: 3875.683594
	Iteration 21Q: 3 clusters Score -1.543726e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149632 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15437491.000000 Penalty: 3875.683594
	Iteration 22Q: 3 clusters Score -1.543749e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149784 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -15437625.000000 Penalty: 3875.683594
	Iteration 23Q: 3 clusters Score -1.543762e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149903 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15437716.000000 Penalty: 3875.683594
	Iteration 24Q: 3 clusters Score -1.543772e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149968 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -15437787.000000 Penalty: 3875.683594
	Iteration 25Q: 3 clusters Score -1.543779e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150000 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -15437795.000000 Penalty: 3875.683594
	Iteration 26Q: 3 clusters Score -1.54378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150013 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -15437834.000000 Penalty: 3875.683594
	Iteration 27Q: 3 clusters Score -1.543783e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150030 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -15437855.000000 Penalty: 3875.683594
	Iteration 28Q: 3 clusters Score -1.543786e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150043 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -15437856.000000 Penalty: 3875.683594
	Iteration 29Q: 3 clusters Score -1.543786e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150050 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15437863.000000 Penalty: 3875.683594
	Iteration 30Q: 3 clusters Score -1.543786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -15437879.000000 Penalty: 3875.683594
	Iteration 31Q: 3 clusters Score -1.543788e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -15437899.000000 Penalty: 3875.683594
	Iteration 32Q: 3 clusters Score -1.54379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150081 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -15437895.000000 Penalty: 3875.683594
	Iteration 33Q: 3 clusters Score -1.54379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150086 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -15437899.000000 Penalty: 3875.683594
	Iteration 34Q: 3 clusters Score -1.54379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -15437912.000000 Penalty: 3875.683594
	Iteration 35Q: 3 clusters Score -1.543791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15437914.000000 Penalty: 3875.683594
	Iteration 36Q: 3 clusters Score -1.543791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -15437918.000000 Penalty: 3875.683594
	Iteration 37Q: 3 clusters Score -1.543792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15437912.000000 Penalty: 3875.683594
	Iteration 38Q: 3 clusters Score -1.543791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -15437921.000000 Penalty: 3875.683594
	Iteration 39Q: 3 clusters Score -1.543792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15437917.000000 Penalty: 3875.683594
	Iteration 40F: 3 clusters Score -1.543792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Entering Unmasked Estep 
Score: -324041.500000 Penalty: 1324.169434
	Iteration 0F: 2 clusters Score -324041.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -321121.093750 Penalty: 2648.338867
	Iteration 0F: 3 clusters Score -321121.1 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -322220.625000 Penalty: 2648.338867
	Iteration 1F: 3 clusters Score -322220.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -322658.312500 Penalty: 2648.338867
	Iteration 2F: 3 clusters Score -322658.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -323290.656250 Penalty: 2648.338867
	Iteration 3F: 3 clusters Score -323290.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -324258.875000 Penalty: 2648.338867
	Iteration 4F: 3 clusters Score -324258.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -324829.468750 Penalty: 2648.338867
	Iteration 5F: 3 clusters Score -324829.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -325018.562500 Penalty: 2648.338867
	Iteration 6F: 3 clusters Score -325018.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -325120.406250 Penalty: 2648.338867
	Iteration 7Q: 3 clusters Score -325120.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -325219.843750 Penalty: 2648.338867
	Iteration 8Q: 3 clusters Score -325219.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -325288.562500 Penalty: 2648.338867
	Iteration 9Q: 3 clusters Score -325288.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -325337.656250 Penalty: 2648.338867
	Iteration 10Q: 3 clusters Score -325337.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -325365.406250 Penalty: 2648.338867
	Iteration 11Q: 3 clusters Score -325365.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -325371.406250 Penalty: 2648.338867
	Iteration 12Q: 3 clusters Score -325371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -325374.312500 Penalty: 2648.338867
	Iteration 13Q: 3 clusters Score -325374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -325376.093750 Penalty: 2648.338867
	Iteration 14Q: 3 clusters Score -325376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -325376.156250 Penalty: 2648.338867
	Iteration 15Q: 3 clusters Score -325376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -325376.125000 Penalty: 2648.338867
	Iteration 16Q: 3 clusters Score -325376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -325376.125000 Penalty: 2648.338867
	Iteration 17F: 3 clusters Score -325376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 3240 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 49175 members 
Mstep: Class 6 contains 314855 members 
Mstep: Class 7 contains 151022 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 11 contains 52308 members 
Mstep: Class 16 contains 180152 members 
Mstep: Class 18 contains 54419 members 
Mstep: Class 20 contains 14312 members 
Entering Unmasked Estep 
Score: -94113048.000000 Penalty: 29056.449219
Splitting cluster 8 changes total score from -94110720.000000 to -94113048.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (28543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Entering Unmasked Estep 
Score: -2943780.750000 Penalty: 1667.114624
	Iteration 0F: 2 clusters Score -2943781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2924563.250000 Penalty: 3334.229248
	Iteration 0F: 3 clusters Score -2924563 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2932035.750000 Penalty: 3334.229248
	Iteration 1F: 3 clusters Score -2932036 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2932763.250000 Penalty: 3334.229248
	Iteration 2F: 3 clusters Score -2932763 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2933708.250000 Penalty: 3334.229248
	Iteration 3F: 3 clusters Score -2933708 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2935010.500000 Penalty: 3334.229248
	Iteration 4F: 3 clusters Score -2935010 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2936724.500000 Penalty: 3334.229248
	Iteration 5F: 3 clusters Score -2936724 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2938608.750000 Penalty: 3334.229248
	Iteration 6F: 3 clusters Score -2938609 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2940198.500000 Penalty: 3334.229248
	Iteration 7F: 3 clusters Score -2940198 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2941220.000000 Penalty: 3334.229248
	Iteration 8Q: 3 clusters Score -2941220 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2941779.500000 Penalty: 3334.229248
	Iteration 9Q: 3 clusters Score -2941780 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2942018.000000 Penalty: 3334.229248
	Iteration 10Q: 3 clusters Score -2942018 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2942173.250000 Penalty: 3334.229248
	Iteration 11Q: 3 clusters Score -2942173 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2942255.750000 Penalty: 3334.229248
	Iteration 12Q: 3 clusters Score -2942256 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2942292.250000 Penalty: 3334.229248
	Iteration 13Q: 3 clusters Score -2942292 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2942331.250000 Penalty: 3334.229248
	Iteration 14Q: 3 clusters Score -2942331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2942357.250000 Penalty: 3334.229248
	Iteration 15Q: 3 clusters Score -2942357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2942370.750000 Penalty: 3334.229248
	Iteration 16Q: 3 clusters Score -2942371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2942375.500000 Penalty: 3334.229248
	Iteration 17Q: 3 clusters Score -2942376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2942388.250000 Penalty: 3334.229248
	Iteration 18Q: 3 clusters Score -2942388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2942394.750000 Penalty: 3334.229248
	Iteration 19Q: 3 clusters Score -2942395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2942401.750000 Penalty: 3334.229248
	Iteration 20F: 3 clusters Score -2942402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2942408.000000 Penalty: 3334.229248
	Iteration 21Q: 3 clusters Score -2942408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2942411.250000 Penalty: 3334.229248
	Iteration 22Q: 3 clusters Score -2942411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2942414.750000 Penalty: 3334.229248
	Iteration 23Q: 3 clusters Score -2942415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2942413.250000 Penalty: 3334.229248
	Iteration 24Q: 3 clusters Score -2942413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2942422.500000 Penalty: 3334.229248
	Iteration 25Q: 3 clusters Score -2942422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2942419.500000 Penalty: 3334.229248
	Iteration 26Q: 3 clusters Score -2942420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2942420.500000 Penalty: 3334.229248
	Iteration 27Q: 3 clusters Score -2942420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2942424.000000 Penalty: 3334.229248
	Iteration 28Q: 3 clusters Score -2942424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2942425.000000 Penalty: 3334.229248
	Iteration 29Q: 3 clusters Score -2942425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2942426.500000 Penalty: 3334.229248
	Iteration 30Q: 3 clusters Score -2942426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2942419.750000 Penalty: 3334.229248
	Iteration 31Q: 3 clusters Score -2942420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2942420.250000 Penalty: 3334.229248
	Iteration 32Q: 3 clusters Score -2942420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2942423.500000 Penalty: 3334.229248
	Iteration 33Q: 3 clusters Score -2942424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2942423.250000 Penalty: 3334.229248
	Iteration 34Q: 3 clusters Score -2942423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2942424.000000 Penalty: 3334.229248
	Iteration 35Q: 3 clusters Score -2942424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2942424.750000 Penalty: 3334.229248
	Iteration 36Q: 3 clusters Score -2942425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2942428.500000 Penalty: 3334.229248
	Iteration 37Q: 3 clusters Score -2942428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2942428.500000 Penalty: 3334.229248
	Iteration 38Q: 3 clusters Score -2942428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2942429.000000 Penalty: 3334.229248
	Iteration 39Q: 3 clusters Score -2942429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2942428.750000 Penalty: 3334.229248
	Iteration 40F: 3 clusters Score -2942429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2942429.250000 Penalty: 3334.229248
	Iteration 41Q: 3 clusters Score -2942429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2942427.000000 Penalty: 3334.229248
	Iteration 42Q: 3 clusters Score -2942427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2942426.750000 Penalty: 3334.229248
	Iteration 43Q: 3 clusters Score -2942427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2942429.750000 Penalty: 3334.229248
	Iteration 44Q: 3 clusters Score -2942430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2942429.750000 Penalty: 3334.229248
	Iteration 45F: 3 clusters Score -2942430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Entering Unmasked Estep 
Score: -5122917.500000 Penalty: 1765.546997
	Iteration 0F: 2 clusters Score -5122918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -5087982.500000 Penalty: 3531.093994
	Iteration 0F: 3 clusters Score -5087982 nChanged 24592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5102022.000000 Penalty: 3531.093994
	Iteration 1F: 3 clusters Score -5102022 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5103626.000000 Penalty: 3531.093994
	Iteration 2Q: 3 clusters Score -5103626 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -5106485.500000 Penalty: 3531.093994
	Iteration 3F: 3 clusters Score -5106486 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5110928.500000 Penalty: 3531.093994
	Iteration 4F: 3 clusters Score -5110928 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -5116209.000000 Penalty: 3531.093994
	Iteration 5F: 3 clusters Score -5116209 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -5120113.500000 Penalty: 3531.093994
	Iteration 6F: 3 clusters Score -5120114 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5122009.000000 Penalty: 3531.093994
	Iteration 7F: 3 clusters Score -5122009 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -5122766.000000 Penalty: 3531.093994
	Iteration 8Q: 3 clusters Score -5122766 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -5123247.000000 Penalty: 3531.093994
	Iteration 9Q: 3 clusters Score -5123247 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -5123532.000000 Penalty: 3531.093994
	Iteration 10Q: 3 clusters Score -5123532 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -5123728.500000 Penalty: 3531.093994
	Iteration 11Q: 3 clusters Score -5123728 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -5123860.000000 Penalty: 3531.093994
	Iteration 12Q: 3 clusters Score -5123860 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -5124018.500000 Penalty: 3531.093994
	Iteration 13Q: 3 clusters Score -5124018 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -5124129.000000 Penalty: 3531.093994
	Iteration 14Q: 3 clusters Score -5124129 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -5124250.000000 Penalty: 3531.093994
	Iteration 15Q: 3 clusters Score -5124250 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -5124402.000000 Penalty: 3531.093994
	Iteration 16Q: 3 clusters Score -5124402 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -5124544.500000 Penalty: 3531.093994
	Iteration 17Q: 3 clusters Score -5124544 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -5124680.500000 Penalty: 3531.093994
	Iteration 18Q: 3 clusters Score -5124680 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -5124790.000000 Penalty: 3531.093994
	Iteration 19Q: 3 clusters Score -5124790 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -5124968.000000 Penalty: 3531.093994
	Iteration 20F: 3 clusters Score -5124968 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -5125115.000000 Penalty: 3531.093994
	Iteration 21Q: 3 clusters Score -5125115 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -5125286.500000 Penalty: 3531.093994
	Iteration 22Q: 3 clusters Score -5125286 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -5125495.000000 Penalty: 3531.093994
	Iteration 23Q: 3 clusters Score -5125495 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -5125710.500000 Penalty: 3531.093994
	Iteration 24Q: 3 clusters Score -5125710 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -5126049.500000 Penalty: 3531.093994
	Iteration 25Q: 3 clusters Score -5126050 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5126432.500000 Penalty: 3531.093994
	Iteration 26Q: 3 clusters Score -5126432 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5126894.000000 Penalty: 3531.093994
	Iteration 27Q: 3 clusters Score -5126894 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5127173.500000 Penalty: 3531.093994
	Iteration 28Q: 3 clusters Score -5127174 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5127261.000000 Penalty: 3531.093994
	Iteration 29Q: 3 clusters Score -5127261 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5127278.000000 Penalty: 3531.093994
	Iteration 30Q: 3 clusters Score -5127278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5127309.000000 Penalty: 3531.093994
	Iteration 31Q: 3 clusters Score -5127309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5127340.500000 Penalty: 3531.093994
	Iteration 32Q: 3 clusters Score -5127340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5127335.500000 Penalty: 3531.093994
	Iteration 33Q: 3 clusters Score -5127336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5127349.000000 Penalty: 3531.093994
	Iteration 34Q: 3 clusters Score -5127349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5127349.500000 Penalty: 3531.093994
	Iteration 35Q: 3 clusters Score -5127350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5127349.500000 Penalty: 3531.093994
	Iteration 36Q: 3 clusters Score -5127350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5127347.500000 Penalty: 3531.093994
	Iteration 37Q: 3 clusters Score -5127348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5127349.500000 Penalty: 3531.093994
	Iteration 38Q: 3 clusters Score -5127350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5127352.500000 Penalty: 3531.093994
	Iteration 39Q: 3 clusters Score -5127352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5127353.500000 Penalty: 3531.093994
	Iteration 40F: 3 clusters Score -5127354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5127351.000000 Penalty: 3531.093994
	Iteration 41Q: 3 clusters Score -5127351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5127350.000000 Penalty: 3531.093994
	Iteration 42Q: 3 clusters Score -5127350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5127349.500000 Penalty: 3531.093994
	Iteration 43Q: 3 clusters Score -5127350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5127352.000000 Penalty: 3531.093994
	Iteration 44Q: 3 clusters Score -5127352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5127352.000000 Penalty: 3531.093994
	Iteration 45F: 3 clusters Score -5127352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 3240 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 49175 members 
Mstep: Class 6 contains 314855 members 
Mstep: Class 7 contains 151022 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 49866 members 
Mstep: Class 16 contains 180152 members 
Mstep: Class 18 contains 54419 members 
Mstep: Class 20 contains 14312 members 
Entering Unmasked Estep 
Score: -94116632.000000 Penalty: 31291.560547
Splitting cluster 11 changes total score from -94110720.000000 to -94116632.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 16 (180152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180152 members 
Entering Unmasked Estep 
Score: -18362224.000000 Penalty: 1966.502808
	Iteration 0F: 2 clusters Score -1.836222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -18242274.000000 Penalty: 3933.005615
	Iteration 0F: 3 clusters Score -1.824227e+07 nChanged 87286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -18294768.000000 Penalty: 3933.005615
	Iteration 1F: 3 clusters Score -1.829477e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 94469 members 
Entering Unmasked Estep 
Score: -18296504.000000 Penalty: 3933.005615
	Iteration 2Q: 3 clusters Score -1.82965e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -18299084.000000 Penalty: 3933.005615
	Iteration 3Q: 3 clusters Score -1.829908e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -18302982.000000 Penalty: 3933.005615
	Iteration 4Q: 3 clusters Score -1.830298e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 106807 members 
Entering Unmasked Estep 
Score: -18308276.000000 Penalty: 3933.005615
	Iteration 5F: 3 clusters Score -1.830828e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 113111 members 
Entering Unmasked Estep 
Score: -18315224.000000 Penalty: 3933.005615
	Iteration 6F: 3 clusters Score -1.831522e+07 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -18323814.000000 Penalty: 3933.005615
	Iteration 7F: 3 clusters Score -1.832381e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -18332764.000000 Penalty: 3933.005615
	Iteration 8F: 3 clusters Score -1.833276e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 129161 members 
Entering Unmasked Estep 
Score: -18340038.000000 Penalty: 3933.005615
	Iteration 9F: 3 clusters Score -1.834004e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 131752 members 
Entering Unmasked Estep 
Score: -18344250.000000 Penalty: 3933.005615
	Iteration 10Q: 3 clusters Score -1.834425e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 133824 members 
Entering Unmasked Estep 
Score: -18346606.000000 Penalty: 3933.005615
	Iteration 11Q: 3 clusters Score -1.834661e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 135729 members 
Entering Unmasked Estep 
Score: -18348086.000000 Penalty: 3933.005615
	Iteration 12Q: 3 clusters Score -1.834809e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 137360 members 
Entering Unmasked Estep 
Score: -18349114.000000 Penalty: 3933.005615
	Iteration 13Q: 3 clusters Score -1.834911e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 138678 members 
Entering Unmasked Estep 
Score: -18350132.000000 Penalty: 3933.005615
	Iteration 14Q: 3 clusters Score -1.835013e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 139720 members 
Entering Unmasked Estep 
Score: -18350822.000000 Penalty: 3933.005615
	Iteration 15Q: 3 clusters Score -1.835082e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 140521 members 
Entering Unmasked Estep 
Score: -18351460.000000 Penalty: 3933.005615
	Iteration 16Q: 3 clusters Score -1.835146e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 141125 members 
Entering Unmasked Estep 
Score: -18351992.000000 Penalty: 3933.005615
	Iteration 17Q: 3 clusters Score -1.835199e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -18352372.000000 Penalty: 3933.005615
	Iteration 18Q: 3 clusters Score -1.835237e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 141656 members 
Entering Unmasked Estep 
Score: -18352802.000000 Penalty: 3933.005615
	Iteration 19Q: 3 clusters Score -1.83528e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 141691 members 
Entering Unmasked Estep 
Score: -18353256.000000 Penalty: 3933.005615
	Iteration 20F: 3 clusters Score -1.835326e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 141578 members 
Entering Unmasked Estep 
Score: -18353878.000000 Penalty: 3933.005615
	Iteration 21Q: 3 clusters Score -1.835388e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 141333 members 
Entering Unmasked Estep 
Score: -18354224.000000 Penalty: 3933.005615
	Iteration 22Q: 3 clusters Score -1.835422e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 141000 members 
Entering Unmasked Estep 
Score: -18354554.000000 Penalty: 3933.005615
	Iteration 23Q: 3 clusters Score -1.835455e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 140634 members 
Entering Unmasked Estep 
Score: -18354828.000000 Penalty: 3933.005615
	Iteration 24Q: 3 clusters Score -1.835483e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 140241 members 
Entering Unmasked Estep 
Score: -18354964.000000 Penalty: 3933.005615
	Iteration 25Q: 3 clusters Score -1.835496e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 139817 members 
Entering Unmasked Estep 
Score: -18355190.000000 Penalty: 3933.005615
	Iteration 26Q: 3 clusters Score -1.835519e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 139347 members 
Entering Unmasked Estep 
Score: -18355334.000000 Penalty: 3933.005615
	Iteration 27Q: 3 clusters Score -1.835533e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 138896 members 
Entering Unmasked Estep 
Score: -18355334.000000 Penalty: 3933.005615
	Iteration 28Q: 3 clusters Score -1.835533e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 138443 members 
Entering Unmasked Estep 
Score: -18355328.000000 Penalty: 3933.005615
	Iteration 29Q: 3 clusters Score -1.835533e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 137995 members 
Entering Unmasked Estep 
Score: -18355416.000000 Penalty: 3933.005615
	Iteration 30Q: 3 clusters Score -1.835542e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 137528 members 
Entering Unmasked Estep 
Score: -18355476.000000 Penalty: 3933.005615
	Iteration 31Q: 3 clusters Score -1.835548e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 137056 members 
Entering Unmasked Estep 
Score: -18355532.000000 Penalty: 3933.005615
	Iteration 32Q: 3 clusters Score -1.835553e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 136611 members 
Entering Unmasked Estep 
Score: -18355560.000000 Penalty: 3933.005615
	Iteration 33Q: 3 clusters Score -1.835556e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 136170 members 
Entering Unmasked Estep 
Score: -18355624.000000 Penalty: 3933.005615
	Iteration 34Q: 3 clusters Score -1.835562e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 135688 members 
Entering Unmasked Estep 
Score: -18355638.000000 Penalty: 3933.005615
	Iteration 35Q: 3 clusters Score -1.835564e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 135203 members 
Entering Unmasked Estep 
Score: -18355682.000000 Penalty: 3933.005615
	Iteration 36Q: 3 clusters Score -1.835568e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 134701 members 
Entering Unmasked Estep 
Score: -18355664.000000 Penalty: 3933.005615
	Iteration 37Q: 3 clusters Score -1.835566e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 134208 members 
Entering Unmasked Estep 
Score: -18355712.000000 Penalty: 3933.005615
	Iteration 38Q: 3 clusters Score -1.835571e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 133723 members 
Entering Unmasked Estep 
Score: -18355696.000000 Penalty: 3933.005615
	Iteration 39Q: 3 clusters Score -1.83557e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 133263 members 
Entering Unmasked Estep 
Score: -18355692.000000 Penalty: 3933.005615
	Iteration 40F: 3 clusters Score -1.835569e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 132793 members 
Entering Unmasked Estep 
Score: -18355686.000000 Penalty: 3933.005615
	Iteration 41Q: 3 clusters Score -1.835569e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 132275 members 
Entering Unmasked Estep 
Score: -18355668.000000 Penalty: 3933.005615
	Iteration 42Q: 3 clusters Score -1.835567e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 131771 members 
Entering Unmasked Estep 
Score: -18355672.000000 Penalty: 3933.005615
	Iteration 43Q: 3 clusters Score -1.835567e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 131243 members 
Entering Unmasked Estep 
Score: -18355722.000000 Penalty: 3933.005615
	Iteration 44Q: 3 clusters Score -1.835572e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 130728 members 
Entering Unmasked Estep 
Score: -18355820.000000 Penalty: 3933.005615
	Iteration 45Q: 3 clusters Score -1.835582e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 130220 members 
Entering Unmasked Estep 
Score: -18355890.000000 Penalty: 3933.005615
	Iteration 46Q: 3 clusters Score -1.835589e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 129722 members 
Entering Unmasked Estep 
Score: -18356008.000000 Penalty: 3933.005615
	Iteration 47Q: 3 clusters Score -1.835601e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 129257 members 
Entering Unmasked Estep 
Score: -18356056.000000 Penalty: 3933.005615
	Iteration 48Q: 3 clusters Score -1.835606e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 128831 members 
Entering Unmasked Estep 
Score: -18356124.000000 Penalty: 3933.005615
	Iteration 49Q: 3 clusters Score -1.835612e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 128417 members 
Entering Unmasked Estep 
Score: -18356152.000000 Penalty: 3933.005615
	Iteration 50Q: 3 clusters Score -1.835615e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -18356184.000000 Penalty: 3933.005615
	Iteration 51Q: 3 clusters Score -1.835618e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 127577 members 
Entering Unmasked Estep 
Score: -18356232.000000 Penalty: 3933.005615
	Iteration 52Q: 3 clusters Score -1.835623e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 127171 members 
Entering Unmasked Estep 
Score: -18356222.000000 Penalty: 3933.005615
	Iteration 53Q: 3 clusters Score -1.835622e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 126773 members 
Entering Unmasked Estep 
Score: -18356176.000000 Penalty: 3933.005615
	Iteration 54Q: 3 clusters Score -1.835618e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -18356196.000000 Penalty: 3933.005615
	Iteration 55Q: 3 clusters Score -1.83562e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 126034 members 
Entering Unmasked Estep 
Score: -18356220.000000 Penalty: 3933.005615
	Iteration 56Q: 3 clusters Score -1.835622e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 125689 members 
Entering Unmasked Estep 
Score: -18356228.000000 Penalty: 3933.005615
	Iteration 57Q: 3 clusters Score -1.835623e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 125349 members 
Entering Unmasked Estep 
Score: -18356254.000000 Penalty: 3933.005615
	Iteration 58Q: 3 clusters Score -1.835625e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 125020 members 
Entering Unmasked Estep 
Score: -18356300.000000 Penalty: 3933.005615
	Iteration 59Q: 3 clusters Score -1.83563e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 124707 members 
Entering Unmasked Estep 
Score: -18356326.000000 Penalty: 3933.005615
	Iteration 60F: 3 clusters Score -1.835633e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -18356322.000000 Penalty: 3933.005615
	Iteration 61Q: 3 clusters Score -1.835632e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 124161 members 
Entering Unmasked Estep 
Score: -18356352.000000 Penalty: 3933.005615
	Iteration 62Q: 3 clusters Score -1.835635e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 123901 members 
Entering Unmasked Estep 
Score: -18356376.000000 Penalty: 3933.005615
	Iteration 63Q: 3 clusters Score -1.835638e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 123656 members 
Entering Unmasked Estep 
Score: -18356392.000000 Penalty: 3933.005615
	Iteration 64Q: 3 clusters Score -1.835639e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 123422 members 
Entering Unmasked Estep 
Score: -18356430.000000 Penalty: 3933.005615
	Iteration 65Q: 3 clusters Score -1.835643e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 123190 members 
Entering Unmasked Estep 
Score: -18356420.000000 Penalty: 3933.005615
	Iteration 66Q: 3 clusters Score -1.835642e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 122972 members 
Entering Unmasked Estep 
Score: -18356414.000000 Penalty: 3933.005615
	Iteration 67Q: 3 clusters Score -1.835641e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 122766 members 
Entering Unmasked Estep 
Score: -18356424.000000 Penalty: 3933.005615
	Iteration 68Q: 3 clusters Score -1.835642e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -18356466.000000 Penalty: 3933.005615
	Iteration 69Q: 3 clusters Score -1.835647e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 122451 members 
Entering Unmasked Estep 
Score: -18356450.000000 Penalty: 3933.005615
	Iteration 70Q: 3 clusters Score -1.835645e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 122321 members 
Entering Unmasked Estep 
Score: -18356442.000000 Penalty: 3933.005615
	Iteration 71Q: 3 clusters Score -1.835644e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 122169 members 
Entering Unmasked Estep 
Score: -18356420.000000 Penalty: 3933.005615
	Iteration 72Q: 3 clusters Score -1.835642e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 122039 members 
Entering Unmasked Estep 
Score: -18356444.000000 Penalty: 3933.005615
	Iteration 73Q: 3 clusters Score -1.835644e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -18356430.000000 Penalty: 3933.005615
	Iteration 74Q: 3 clusters Score -1.835643e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 121786 members 
Entering Unmasked Estep 
Score: -18356444.000000 Penalty: 3933.005615
	Iteration 75Q: 3 clusters Score -1.835644e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 121684 members 
Entering Unmasked Estep 
Score: -18356468.000000 Penalty: 3933.005615
	Iteration 76Q: 3 clusters Score -1.835647e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 121587 members 
Entering Unmasked Estep 
Score: -18356484.000000 Penalty: 3933.005615
	Iteration 77Q: 3 clusters Score -1.835648e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 121509 members 
Entering Unmasked Estep 
Score: -18356474.000000 Penalty: 3933.005615
	Iteration 78Q: 3 clusters Score -1.835647e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -18356496.000000 Penalty: 3933.005615
	Iteration 79Q: 3 clusters Score -1.83565e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -18356500.000000 Penalty: 3933.005615
	Iteration 80F: 3 clusters Score -1.83565e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 121280 members 
Entering Unmasked Estep 
Score: -18356488.000000 Penalty: 3933.005615
	Iteration 81Q: 3 clusters Score -1.835649e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 121203 members 
Entering Unmasked Estep 
Score: -18356500.000000 Penalty: 3933.005615
	Iteration 82Q: 3 clusters Score -1.83565e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 121127 members 
Entering Unmasked Estep 
Score: -18356504.000000 Penalty: 3933.005615
	Iteration 83Q: 3 clusters Score -1.83565e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 121037 members 
Entering Unmasked Estep 
Score: -18356474.000000 Penalty: 3933.005615
	Iteration 84Q: 3 clusters Score -1.835647e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 120942 members 
Entering Unmasked Estep 
Score: -18356480.000000 Penalty: 3933.005615
	Iteration 85Q: 3 clusters Score -1.835648e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -18356500.000000 Penalty: 3933.005615
	Iteration 86Q: 3 clusters Score -1.83565e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 120760 members 
Entering Unmasked Estep 
Score: -18356490.000000 Penalty: 3933.005615
	Iteration 87Q: 3 clusters Score -1.835649e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 120668 members 
Entering Unmasked Estep 
Score: -18356466.000000 Penalty: 3933.005615
	Iteration 88Q: 3 clusters Score -1.835647e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 120586 members 
Entering Unmasked Estep 
Score: -18356484.000000 Penalty: 3933.005615
	Iteration 89Q: 3 clusters Score -1.835648e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 120500 members 
Entering Unmasked Estep 
Score: -18356514.000000 Penalty: 3933.005615
	Iteration 90Q: 3 clusters Score -1.835651e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 120415 members 
Entering Unmasked Estep 
Score: -18356520.000000 Penalty: 3933.005615
	Iteration 91Q: 3 clusters Score -1.835652e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 120335 members 
Entering Unmasked Estep 
Score: -18356526.000000 Penalty: 3933.005615
	Iteration 92Q: 3 clusters Score -1.835653e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 120270 members 
Entering Unmasked Estep 
Score: -18356512.000000 Penalty: 3933.005615
	Iteration 93Q: 3 clusters Score -1.835651e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -18356496.000000 Penalty: 3933.005615
	Iteration 94Q: 3 clusters Score -1.83565e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -18356504.000000 Penalty: 3933.005615
	Iteration 95Q: 3 clusters Score -1.83565e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -18356508.000000 Penalty: 3933.005615
	Iteration 96Q: 3 clusters Score -1.835651e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 120051 members 
Entering Unmasked Estep 
Score: -18356504.000000 Penalty: 3933.005615
	Iteration 97Q: 3 clusters Score -1.83565e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 119996 members 
Entering Unmasked Estep 
Score: -18356510.000000 Penalty: 3933.005615
	Iteration 98Q: 3 clusters Score -1.835651e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 119935 members 
Entering Unmasked Estep 
Score: -18356502.000000 Penalty: 3933.005615
	Iteration 99Q: 3 clusters Score -1.83565e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 119885 members 
Entering Unmasked Estep 
Score: -18356490.000000 Penalty: 3933.005615
	Iteration 100F: 3 clusters Score -1.835649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -18356504.000000 Penalty: 3933.005615
	Iteration 101Q: 3 clusters Score -1.83565e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -18356480.000000 Penalty: 3933.005615
	Iteration 102Q: 3 clusters Score -1.835648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -18356480.000000 Penalty: 3933.005615
	Iteration 103Q: 3 clusters Score -1.835648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 119727 members 
Entering Unmasked Estep 
Score: -18356464.000000 Penalty: 3933.005615
	Iteration 104Q: 3 clusters Score -1.835646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 119691 members 
Entering Unmasked Estep 
Score: -18356476.000000 Penalty: 3933.005615
	Iteration 105Q: 3 clusters Score -1.835648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 119658 members 
Entering Unmasked Estep 
Score: -18356488.000000 Penalty: 3933.005615
	Iteration 106Q: 3 clusters Score -1.835649e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 119631 members 
Entering Unmasked Estep 
Score: -18356482.000000 Penalty: 3933.005615
	Iteration 107Q: 3 clusters Score -1.835648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 119602 members 
Entering Unmasked Estep 
Score: -18356460.000000 Penalty: 3933.005615
	Iteration 108Q: 3 clusters Score -1.835646e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 119576 members 
Entering Unmasked Estep 
Score: -18356490.000000 Penalty: 3933.005615
	Iteration 109Q: 3 clusters Score -1.835649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -18356488.000000 Penalty: 3933.005615
	Iteration 110Q: 3 clusters Score -1.835649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 119538 members 
Entering Unmasked Estep 
Score: -18356474.000000 Penalty: 3933.005615
	Iteration 111Q: 3 clusters Score -1.835647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -18356468.000000 Penalty: 3933.005615
	Iteration 112Q: 3 clusters Score -1.835647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 119506 members 
Entering Unmasked Estep 
Score: -18356472.000000 Penalty: 3933.005615
	Iteration 113Q: 3 clusters Score -1.835647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -18356486.000000 Penalty: 3933.005615
	Iteration 114Q: 3 clusters Score -1.835649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 119474 members 
Entering Unmasked Estep 
Score: -18356480.000000 Penalty: 3933.005615
	Iteration 115Q: 3 clusters Score -1.835648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -18356484.000000 Penalty: 3933.005615
	Iteration 116Q: 3 clusters Score -1.835648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -18356474.000000 Penalty: 3933.005615
	Iteration 117Q: 3 clusters Score -1.835647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -18356464.000000 Penalty: 3933.005615
	Iteration 118Q: 3 clusters Score -1.835646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 119439 members 
Entering Unmasked Estep 
Score: -18356462.000000 Penalty: 3933.005615
	Iteration 119Q: 3 clusters Score -1.835646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 119420 members 
Entering Unmasked Estep 
Score: -18356454.000000 Penalty: 3933.005615
	Iteration 120F: 3 clusters Score -1.835645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 119395 members 
Entering Unmasked Estep 
Score: -18356448.000000 Penalty: 3933.005615
	Iteration 121Q: 3 clusters Score -1.835645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 119376 members 
Entering Unmasked Estep 
Score: -18356456.000000 Penalty: 3933.005615
	Iteration 122Q: 3 clusters Score -1.835646e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 119353 members 
Entering Unmasked Estep 
Score: -18356440.000000 Penalty: 3933.005615
	Iteration 123Q: 3 clusters Score -1.835644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 119325 members 
Entering Unmasked Estep 
Score: -18356444.000000 Penalty: 3933.005615
	Iteration 124Q: 3 clusters Score -1.835644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 119294 members 
Entering Unmasked Estep 
Score: -18356432.000000 Penalty: 3933.005615
	Iteration 125Q: 3 clusters Score -1.835643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 119267 members 
Entering Unmasked Estep 
Score: -18356432.000000 Penalty: 3933.005615
	Iteration 126Q: 3 clusters Score -1.835643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 119233 members 
Entering Unmasked Estep 
Score: -18356436.000000 Penalty: 3933.005615
	Iteration 127Q: 3 clusters Score -1.835644e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 119203 members 
Entering Unmasked Estep 
Score: -18356430.000000 Penalty: 3933.005615
	Iteration 128Q: 3 clusters Score -1.835643e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -18356438.000000 Penalty: 3933.005615
	Iteration 129Q: 3 clusters Score -1.835644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 119135 members 
Entering Unmasked Estep 
Score: -18356460.000000 Penalty: 3933.005615
	Iteration 130Q: 3 clusters Score -1.835646e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 119103 members 
Entering Unmasked Estep 
Score: -18356452.000000 Penalty: 3933.005615
	Iteration 131Q: 3 clusters Score -1.835645e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 119074 members 
Entering Unmasked Estep 
Score: -18356448.000000 Penalty: 3933.005615
	Iteration 132Q: 3 clusters Score -1.835645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -18356436.000000 Penalty: 3933.005615
	Iteration 133Q: 3 clusters Score -1.835644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 119022 members 
Entering Unmasked Estep 
Score: -18356442.000000 Penalty: 3933.005615
	Iteration 134Q: 3 clusters Score -1.835644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 119000 members 
Entering Unmasked Estep 
Score: -18356428.000000 Penalty: 3933.005615
	Iteration 135Q: 3 clusters Score -1.835643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 118982 members 
Entering Unmasked Estep 
Score: -18356424.000000 Penalty: 3933.005615
	Iteration 136Q: 3 clusters Score -1.835642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -18356422.000000 Penalty: 3933.005615
	Iteration 137Q: 3 clusters Score -1.835642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -18356424.000000 Penalty: 3933.005615
	Iteration 138Q: 3 clusters Score -1.835642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 118921 members 
Entering Unmasked Estep 
Score: -18356424.000000 Penalty: 3933.005615
	Iteration 139Q: 3 clusters Score -1.835642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 118897 members 
Entering Unmasked Estep 
Score: -18356430.000000 Penalty: 3933.005615
	Iteration 140F: 3 clusters Score -1.835643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 118870 members 
Entering Unmasked Estep 
Score: -18356428.000000 Penalty: 3933.005615
	Iteration 141Q: 3 clusters Score -1.835643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 118848 members 
Entering Unmasked Estep 
Score: -18356428.000000 Penalty: 3933.005615
	Iteration 142Q: 3 clusters Score -1.835643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 118832 members 
Entering Unmasked Estep 
Score: -18356428.000000 Penalty: 3933.005615
	Iteration 143Q: 3 clusters Score -1.835643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 118809 members 
Entering Unmasked Estep 
Score: -18356418.000000 Penalty: 3933.005615
	Iteration 144Q: 3 clusters Score -1.835642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 118789 members 
Entering Unmasked Estep 
Score: -18356418.000000 Penalty: 3933.005615
	Iteration 145Q: 3 clusters Score -1.835642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 118771 members 
Entering Unmasked Estep 
Score: -18356426.000000 Penalty: 3933.005615
	Iteration 146Q: 3 clusters Score -1.835643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 118761 members 
Entering Unmasked Estep 
Score: -18356420.000000 Penalty: 3933.005615
	Iteration 147Q: 3 clusters Score -1.835642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 118747 members 
Entering Unmasked Estep 
Score: -18356416.000000 Penalty: 3933.005615
	Iteration 148Q: 3 clusters Score -1.835642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -18356448.000000 Penalty: 3933.005615
	Iteration 149Q: 3 clusters Score -1.835645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -18356450.000000 Penalty: 3933.005615
	Iteration 150Q: 3 clusters Score -1.835645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 118707 members 
Entering Unmasked Estep 
Score: -18356434.000000 Penalty: 3933.005615
	Iteration 151Q: 3 clusters Score -1.835643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 118696 members 
Entering Unmasked Estep 
Score: -18356424.000000 Penalty: 3933.005615
	Iteration 152Q: 3 clusters Score -1.835642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -18356430.000000 Penalty: 3933.005615
	Iteration 153Q: 3 clusters Score -1.835643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -18356432.000000 Penalty: 3933.005615
	Iteration 154Q: 3 clusters Score -1.835643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 118637 members 
Entering Unmasked Estep 
Score: -18356428.000000 Penalty: 3933.005615
	Iteration 155Q: 3 clusters Score -1.835643e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 118612 members 
Entering Unmasked Estep 
Score: -18356412.000000 Penalty: 3933.005615
	Iteration 156Q: 3 clusters Score -1.835641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 118585 members 
Entering Unmasked Estep 
Score: -18356422.000000 Penalty: 3933.005615
	Iteration 157Q: 3 clusters Score -1.835642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 118564 members 
Entering Unmasked Estep 
Score: -18356394.000000 Penalty: 3933.005615
	Iteration 158Q: 3 clusters Score -1.835639e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 118543 members 
Entering Unmasked Estep 
Score: -18356396.000000 Penalty: 3933.005615
	Iteration 159Q: 3 clusters Score -1.83564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 118520 members 
Entering Unmasked Estep 
Score: -18356382.000000 Penalty: 3933.005615
	Iteration 160F: 3 clusters Score -1.835638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -18356372.000000 Penalty: 3933.005615
	Iteration 161Q: 3 clusters Score -1.835637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 118489 members 
Entering Unmasked Estep 
Score: -18356408.000000 Penalty: 3933.005615
	Iteration 162Q: 3 clusters Score -1.835641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 118476 members 
Entering Unmasked Estep 
Score: -18356396.000000 Penalty: 3933.005615
	Iteration 163Q: 3 clusters Score -1.83564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 118466 members 
Entering Unmasked Estep 
Score: -18356390.000000 Penalty: 3933.005615
	Iteration 164Q: 3 clusters Score -1.835639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 118454 members 
Entering Unmasked Estep 
Score: -18356386.000000 Penalty: 3933.005615
	Iteration 165Q: 3 clusters Score -1.835639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -18356394.000000 Penalty: 3933.005615
	Iteration 166Q: 3 clusters Score -1.835639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -18356414.000000 Penalty: 3933.005615
	Iteration 167Q: 3 clusters Score -1.835641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 118405 members 
Entering Unmasked Estep 
Score: -18356384.000000 Penalty: 3933.005615
	Iteration 168Q: 3 clusters Score -1.835638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 118389 members 
Entering Unmasked Estep 
Score: -18356370.000000 Penalty: 3933.005615
	Iteration 169Q: 3 clusters Score -1.835637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 118375 members 
Entering Unmasked Estep 
Score: -18356380.000000 Penalty: 3933.005615
	Iteration 170Q: 3 clusters Score -1.835638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -18356376.000000 Penalty: 3933.005615
	Iteration 171Q: 3 clusters Score -1.835638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 118356 members 
Entering Unmasked Estep 
Score: -18356380.000000 Penalty: 3933.005615
	Iteration 172Q: 3 clusters Score -1.835638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -18356390.000000 Penalty: 3933.005615
	Iteration 173Q: 3 clusters Score -1.835639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 118340 members 
Entering Unmasked Estep 
Score: -18356382.000000 Penalty: 3933.005615
	Iteration 174Q: 3 clusters Score -1.835638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -18356390.000000 Penalty: 3933.005615
	Iteration 175Q: 3 clusters Score -1.835639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 118329 members 
Entering Unmasked Estep 
Score: -18356400.000000 Penalty: 3933.005615
	Iteration 176Q: 3 clusters Score -1.83564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 118323 members 
Entering Unmasked Estep 
Score: -18356404.000000 Penalty: 3933.005615
	Iteration 177Q: 3 clusters Score -1.83564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -18356388.000000 Penalty: 3933.005615
	Iteration 178Q: 3 clusters Score -1.835639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 118298 members 
Entering Unmasked Estep 
Score: -18356394.000000 Penalty: 3933.005615
	Iteration 179Q: 3 clusters Score -1.835639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 118291 members 
Entering Unmasked Estep 
Score: -18356396.000000 Penalty: 3933.005615
	Iteration 180F: 3 clusters Score -1.83564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 118285 members 
Entering Unmasked Estep 
Score: -18356402.000000 Penalty: 3933.005615
	Iteration 181Q: 3 clusters Score -1.83564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
Score: -18356408.000000 Penalty: 3933.005615
	Iteration 182Q: 3 clusters Score -1.835641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 118283 members 
Entering Unmasked Estep 
Score: -18356412.000000 Penalty: 3933.005615
	Iteration 183Q: 3 clusters Score -1.835641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 118282 members 
Entering Unmasked Estep 
Score: -18356404.000000 Penalty: 3933.005615
	Iteration 184Q: 3 clusters Score -1.83564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 118281 members 
Entering Unmasked Estep 
Score: -18356404.000000 Penalty: 3933.005615
	Iteration 185Q: 3 clusters Score -1.83564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
Score: -18356408.000000 Penalty: 3933.005615
	Iteration 186Q: 3 clusters Score -1.835641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 118268 members 
Entering Unmasked Estep 
Score: -18356406.000000 Penalty: 3933.005615
	Iteration 187Q: 3 clusters Score -1.835641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 118262 members 
Entering Unmasked Estep 
Score: -18356420.000000 Penalty: 3933.005615
	Iteration 188Q: 3 clusters Score -1.835642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 118256 members 
Entering Unmasked Estep 
Score: -18356412.000000 Penalty: 3933.005615
	Iteration 189Q: 3 clusters Score -1.835641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
Score: -18356414.000000 Penalty: 3933.005615
	Iteration 190Q: 3 clusters Score -1.835641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 118249 members 
Entering Unmasked Estep 
Score: -18356408.000000 Penalty: 3933.005615
	Iteration 191Q: 3 clusters Score -1.835641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 118245 members 
Entering Unmasked Estep 
Score: -18356398.000000 Penalty: 3933.005615
	Iteration 192Q: 3 clusters Score -1.83564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 118239 members 
Entering Unmasked Estep 
Score: -18356396.000000 Penalty: 3933.005615
	Iteration 193Q: 3 clusters Score -1.83564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 118236 members 
Entering Unmasked Estep 
Score: -18356400.000000 Penalty: 3933.005615
	Iteration 194Q: 3 clusters Score -1.83564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
Score: -18356402.000000 Penalty: 3933.005615
	Iteration 195Q: 3 clusters Score -1.83564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 118228 members 
Entering Unmasked Estep 
Score: -18356392.000000 Penalty: 3933.005615
	Iteration 196Q: 3 clusters Score -1.835639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -18356392.000000 Penalty: 3933.005615
	Iteration 197Q: 3 clusters Score -1.835639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -18356392.000000 Penalty: 3933.005615
	Iteration 198F: 3 clusters Score -1.835639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Entering Unmasked Estep 
Score: -5594440.500000 Penalty: 1771.976196
	Iteration 0F: 2 clusters Score -5594440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -5558082.500000 Penalty: 3543.952393
	Iteration 0F: 3 clusters Score -5558082 nChanged 25539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -5572435.500000 Penalty: 3543.952393
	Iteration 1F: 3 clusters Score -5572436 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -5573007.000000 Penalty: 3543.952393
	Iteration 2Q: 3 clusters Score -5573007 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5573692.500000 Penalty: 3543.952393
	Iteration 3Q: 3 clusters Score -5573692 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -5574536.500000 Penalty: 3543.952393
	Iteration 4Q: 3 clusters Score -5574536 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5575682.000000 Penalty: 3543.952393
	Iteration 5Q: 3 clusters Score -5575682 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -5577225.500000 Penalty: 3543.952393
	Iteration 6F: 3 clusters Score -5577226 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -5579366.000000 Penalty: 3543.952393
	Iteration 7F: 3 clusters Score -5579366 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -5582076.500000 Penalty: 3543.952393
	Iteration 8F: 3 clusters Score -5582076 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -5584935.500000 Penalty: 3543.952393
	Iteration 9F: 3 clusters Score -5584936 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -5587955.000000 Penalty: 3543.952393
	Iteration 10F: 3 clusters Score -5587955 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5591061.000000 Penalty: 3543.952393
	Iteration 11F: 3 clusters Score -5591061 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5594183.500000 Penalty: 3543.952393
	Iteration 12Q: 3 clusters Score -5594184 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5596017.000000 Penalty: 3543.952393
	Iteration 13Q: 3 clusters Score -5596017 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5596447.000000 Penalty: 3543.952393
	Iteration 14Q: 3 clusters Score -5596447 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5596529.500000 Penalty: 3543.952393
	Iteration 15Q: 3 clusters Score -5596530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5596557.000000 Penalty: 3543.952393
	Iteration 16Q: 3 clusters Score -5596557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5596558.000000 Penalty: 3543.952393
	Iteration 17Q: 3 clusters Score -5596558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5596560.500000 Penalty: 3543.952393
	Iteration 18Q: 3 clusters Score -5596560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5596565.000000 Penalty: 3543.952393
	Iteration 19Q: 3 clusters Score -5596565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5596808.000000 Penalty: 3543.952393
	Iteration 20F: 3 clusters Score -5596808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5596856.500000 Penalty: 3543.952393
	Iteration 21Q: 3 clusters Score -5596856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5596874.500000 Penalty: 3543.952393
	Iteration 22Q: 3 clusters Score -5596874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5596889.500000 Penalty: 3543.952393
	Iteration 23Q: 3 clusters Score -5596890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5596893.000000 Penalty: 3543.952393
	Iteration 24Q: 3 clusters Score -5596893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5596889.000000 Penalty: 3543.952393
	Iteration 25Q: 3 clusters Score -5596889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5596886.000000 Penalty: 3543.952393
	Iteration 26Q: 3 clusters Score -5596886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5596888.000000 Penalty: 3543.952393
	Iteration 27Q: 3 clusters Score -5596888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5596886.500000 Penalty: 3543.952393
	Iteration 28Q: 3 clusters Score -5596886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5596887.000000 Penalty: 3543.952393
	Iteration 29Q: 3 clusters Score -5596887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5596887.000000 Penalty: 3543.952393
	Iteration 30F: 3 clusters Score -5596887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 3240 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 49175 members 
Mstep: Class 6 contains 314855 members 
Mstep: Class 7 contains 151022 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 49866 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 16 contains 180152 members 
Mstep: Class 18 contains 53340 members 
Mstep: Class 20 contains 14312 members 
Entering Unmasked Estep 
Score: -94118600.000000 Penalty: 33526.671875
Splitting cluster 18 changes total score from -94110720.000000 to -94118600.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 20 (14312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Entering Unmasked Estep 
Score: -1511795.750000 Penalty: 1554.938721
	Iteration 0F: 2 clusters Score -1511796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1501818.750000 Penalty: 3109.877441
	Iteration 0F: 3 clusters Score -1501819 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1505178.125000 Penalty: 3109.877441
	Iteration 1F: 3 clusters Score -1505178 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1505390.375000 Penalty: 3109.877441
	Iteration 2Q: 3 clusters Score -1505390 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1505549.750000 Penalty: 3109.877441
	Iteration 3Q: 3 clusters Score -1505550 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1505677.000000 Penalty: 3109.877441
	Iteration 4Q: 3 clusters Score -1505677 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1505801.625000 Penalty: 3109.877441
	Iteration 5Q: 3 clusters Score -1505802 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1505952.500000 Penalty: 3109.877441
	Iteration 6Q: 3 clusters Score -1505952 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1506142.750000 Penalty: 3109.877441
	Iteration 7Q: 3 clusters Score -1506143 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1506432.125000 Penalty: 3109.877441
	Iteration 8Q: 3 clusters Score -1506432 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1506849.000000 Penalty: 3109.877441
	Iteration 9F: 3 clusters Score -1506849 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1507432.625000 Penalty: 3109.877441
	Iteration 10F: 3 clusters Score -1507433 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1508206.500000 Penalty: 3109.877441
	Iteration 11F: 3 clusters Score -1508206 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1509005.375000 Penalty: 3109.877441
	Iteration 12F: 3 clusters Score -1509005 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1509621.875000 Penalty: 3109.877441
	Iteration 13Q: 3 clusters Score -1509622 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1509987.750000 Penalty: 3109.877441
	Iteration 14Q: 3 clusters Score -1509988 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1510176.750000 Penalty: 3109.877441
	Iteration 15Q: 3 clusters Score -1510177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1510288.750000 Penalty: 3109.877441
	Iteration 16Q: 3 clusters Score -1510289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1510359.625000 Penalty: 3109.877441
	Iteration 17Q: 3 clusters Score -1510360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1510396.750000 Penalty: 3109.877441
	Iteration 18Q: 3 clusters Score -1510397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1510420.000000 Penalty: 3109.877441
	Iteration 19Q: 3 clusters Score -1510420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1510440.625000 Penalty: 3109.877441
	Iteration 20F: 3 clusters Score -1510441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1510452.500000 Penalty: 3109.877441
	Iteration 21Q: 3 clusters Score -1510452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1510466.250000 Penalty: 3109.877441
	Iteration 22Q: 3 clusters Score -1510466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1510473.125000 Penalty: 3109.877441
	Iteration 23Q: 3 clusters Score -1510473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1510475.250000 Penalty: 3109.877441
	Iteration 24Q: 3 clusters Score -1510475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1510477.250000 Penalty: 3109.877441
	Iteration 25Q: 3 clusters Score -1510477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1510483.875000 Penalty: 3109.877441
	Iteration 26Q: 3 clusters Score -1510484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1510484.750000 Penalty: 3109.877441
	Iteration 27Q: 3 clusters Score -1510485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1510484.750000 Penalty: 3109.877441
	Iteration 28F: 3 clusters Score -1510485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 3240 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 49175 members 
Mstep: Class 6 contains 314855 members 
Mstep: Class 7 contains 151022 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 11 contains 49866 members 
Mstep: Class 16 contains 180152 members 
Mstep: Class 18 contains 53340 members 
Mstep: Class 20 contains 14312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120368.000000 Penalty: 33526.671875
Iteration 39Q: 16 clusters Score -9.412037e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 49464 members 
Mstep: Class 6 contains 312827 members 
Mstep: Class 7 contains 150012 members 
Mstep: Class 8 contains 2044 members 
Mstep: Class 9 contains 28443 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 50934 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 16 contains 183874 members 
Mstep: Class 18 contains 53001 members 
Mstep: Class 20 contains 13717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122944.000000 Penalty: 33526.671875
Iteration 40F: 16 clusters Score -9.412294e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 3232 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 49670 members 
Mstep: Class 6 contains 311214 members 
Mstep: Class 7 contains 148566 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 28252 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 51548 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 16 contains 187264 members 
Mstep: Class 18 contains 52416 members 
Mstep: Class 20 contains 13088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94124984.000000 Penalty: 33526.671875
Iteration 41Q: 16 clusters Score -9.412498e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 49845 members 
Mstep: Class 6 contains 310271 members 
Mstep: Class 7 contains 146939 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 9 contains 28017 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 51898 members 
Mstep: Class 12 contains 1447 members 
Mstep: Class 16 contains 190522 members 
Mstep: Class 18 contains 51841 members 
Mstep: Class 20 contains 12459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126064.000000 Penalty: 33526.671875
Iteration 42Q: 16 clusters Score -9.412606e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 49993 members 
Mstep: Class 6 contains 309475 members 
Mstep: Class 7 contains 145276 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 27749 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 52207 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 16 contains 193692 members 
Mstep: Class 18 contains 51292 members 
Mstep: Class 20 contains 11859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94125944.000000 Penalty: 33526.671875
Iteration 43Q: 16 clusters Score -9.412594e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 50099 members 
Mstep: Class 6 contains 308717 members 
Mstep: Class 7 contains 143603 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 27494 members 
Mstep: Class 10 contains 2947 members 
Mstep: Class 11 contains 52506 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 16 contains 196816 members 
Mstep: Class 18 contains 50783 members 
Mstep: Class 20 contains 11305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126464.000000 Penalty: 33526.671875
Iteration 44Q: 16 clusters Score -9.412646e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 2521 members 
Mstep: Class 5 contains 50235 members 
Mstep: Class 6 contains 308040 members 
Mstep: Class 7 contains 141847 members 
Mstep: Class 8 contains 1668 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 3133 members 
Mstep: Class 11 contains 52735 members 
Mstep: Class 12 contains 1672 members 
Mstep: Class 16 contains 199833 members 
Mstep: Class 18 contains 50338 members 
Mstep: Class 20 contains 10813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127104.000000 Penalty: 33526.671875
Iteration 45Q: 16 clusters Score -9.41271e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 50330 members 
Mstep: Class 6 contains 307420 members 
Mstep: Class 7 contains 140030 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 27006 members 
Mstep: Class 10 contains 3304 members 
Mstep: Class 11 contains 52954 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 16 contains 202751 members 
Mstep: Class 18 contains 49918 members 
Mstep: Class 20 contains 10381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127568.000000 Penalty: 33526.671875
Iteration 46Q: 16 clusters Score -9.412757e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 3208 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 50389 members 
Mstep: Class 6 contains 306744 members 
Mstep: Class 7 contains 138156 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 26791 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 53199 members 
Mstep: Class 12 contains 1768 members 
Mstep: Class 16 contains 205642 members 
Mstep: Class 18 contains 49527 members 
Mstep: Class 20 contains 10007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126960.000000 Penalty: 33526.671875
Iteration 47Q: 16 clusters Score -9.412696e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 50472 members 
Mstep: Class 6 contains 306068 members 
Mstep: Class 7 contains 136292 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 26587 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 53444 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 16 contains 208484 members 
Mstep: Class 18 contains 49166 members 
Mstep: Class 20 contains 9626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126880.000000 Penalty: 33526.671875
Iteration 48Q: 16 clusters Score -9.412688e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 1562 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 50584 members 
Mstep: Class 6 contains 305461 members 
Mstep: Class 7 contains 134421 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 26388 members 
Mstep: Class 10 contains 3747 members 
Mstep: Class 11 contains 53662 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 16 contains 211215 members 
Mstep: Class 18 contains 48881 members 
Mstep: Class 20 contains 9244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126784.000000 Penalty: 33526.671875
Iteration 49Q: 16 clusters Score -9.412678e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 1595 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 50698 members 
Mstep: Class 6 contains 304875 members 
Mstep: Class 7 contains 132571 members 
Mstep: Class 8 contains 1597 members 
Mstep: Class 9 contains 26179 members 
Mstep: Class 10 contains 3894 members 
Mstep: Class 11 contains 53866 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 16 contains 213871 members 
Mstep: Class 18 contains 48631 members 
Mstep: Class 20 contains 8871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126640.000000 Penalty: 33526.671875
Iteration 50Q: 16 clusters Score -9.412664e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 50794 members 
Mstep: Class 6 contains 304317 members 
Mstep: Class 7 contains 130757 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 25987 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 54055 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 16 contains 216430 members 
Mstep: Class 18 contains 48394 members 
Mstep: Class 20 contains 8531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126920.000000 Penalty: 33526.671875
Iteration 51Q: 16 clusters Score -9.412692e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 50911 members 
Mstep: Class 6 contains 303731 members 
Mstep: Class 7 contains 129011 members 
Mstep: Class 8 contains 1566 members 
Mstep: Class 9 contains 25807 members 
Mstep: Class 10 contains 4168 members 
Mstep: Class 11 contains 54245 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 16 contains 218909 members 
Mstep: Class 18 contains 48184 members 
Mstep: Class 20 contains 8194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126872.000000 Penalty: 33526.671875
Iteration 52Q: 16 clusters Score -9.412687e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 51046 members 
Mstep: Class 6 contains 303232 members 
Mstep: Class 7 contains 127334 members 
Mstep: Class 8 contains 1560 members 
Mstep: Class 9 contains 25638 members 
Mstep: Class 10 contains 4281 members 
Mstep: Class 11 contains 54404 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 16 contains 221247 members 
Mstep: Class 18 contains 47982 members 
Mstep: Class 20 contains 7859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127240.000000 Penalty: 33526.671875
Iteration 53Q: 16 clusters Score -9.412724e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 3239 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 51188 members 
Mstep: Class 6 contains 302727 members 
Mstep: Class 7 contains 125715 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 9 contains 25498 members 
Mstep: Class 10 contains 4370 members 
Mstep: Class 11 contains 54566 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 16 contains 223509 members 
Mstep: Class 18 contains 47808 members 
Mstep: Class 20 contains 7542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94127352.000000 Penalty: 33526.671875
Iteration 54Q: 16 clusters Score -9.412735e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 3249 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2678 members 
Mstep: Class 5 contains 51349 members 
Mstep: Class 6 contains 302067 members 
Mstep: Class 7 contains 124147 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 25368 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 54704 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 16 contains 225743 members 
Mstep: Class 18 contains 47685 members 
Mstep: Class 20 contains 7245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126984.000000 Penalty: 33526.671875
Iteration 55Q: 16 clusters Score -9.412698e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 87165 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 51518 members 
Mstep: Class 6 contains 301456 members 
Mstep: Class 7 contains 122621 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 25224 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 54834 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 16 contains 227900 members 
Mstep: Class 18 contains 47582 members 
Mstep: Class 20 contains 6953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126872.000000 Penalty: 33526.671875
Iteration 56Q: 16 clusters Score -9.412687e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 2691 members 
Mstep: Class 5 contains 51692 members 
Mstep: Class 6 contains 300800 members 
Mstep: Class 7 contains 121074 members 
Mstep: Class 8 contains 1541 members 
Mstep: Class 9 contains 25067 members 
Mstep: Class 10 contains 4660 members 
Mstep: Class 11 contains 54951 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 16 contains 230096 members 
Mstep: Class 18 contains 47470 members 
Mstep: Class 20 contains 6676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126848.000000 Penalty: 33526.671875
Iteration 57Q: 16 clusters Score -9.412685e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 2694 members 
Mstep: Class 5 contains 51843 members 
Mstep: Class 6 contains 300118 members 
Mstep: Class 7 contains 119622 members 
Mstep: Class 8 contains 1539 members 
Mstep: Class 9 contains 24908 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 55065 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 16 contains 232244 members 
Mstep: Class 18 contains 47366 members 
Mstep: Class 20 contains 6434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126576.000000 Penalty: 33526.671875
Iteration 58Q: 16 clusters Score -9.412658e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 87567 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 2701 members 
Mstep: Class 5 contains 51976 members 
Mstep: Class 6 contains 299331 members 
Mstep: Class 7 contains 118188 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 24714 members 
Mstep: Class 10 contains 4826 members 
Mstep: Class 11 contains 55164 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 16 contains 234481 members 
Mstep: Class 18 contains 47286 members 
Mstep: Class 20 contains 6221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126512.000000 Penalty: 33526.671875
Iteration 59Q: 16 clusters Score -9.412651e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 52113 members 
Mstep: Class 6 contains 298491 members 
Mstep: Class 7 contains 116883 members 
Mstep: Class 8 contains 1541 members 
Mstep: Class 9 contains 24499 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 55274 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 16 contains 236641 members 
Mstep: Class 18 contains 47188 members 
Mstep: Class 20 contains 6011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126320.000000 Penalty: 33526.671875
Iteration 60F: 16 clusters Score -9.412632e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 2714 members 
Mstep: Class 5 contains 52249 members 
Mstep: Class 6 contains 297621 members 
Mstep: Class 7 contains 115612 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 24270 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 55350 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 16 contains 238807 members 
Mstep: Class 18 contains 47074 members 
Mstep: Class 20 contains 5815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94126160.000000 Penalty: 33526.671875
Iteration 61Q: 16 clusters Score -9.412616e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 2725 members 
Mstep: Class 5 contains 52377 members 
Mstep: Class 6 contains 296767 members 
Mstep: Class 7 contains 114368 members 
Mstep: Class 8 contains 1516 members 
Mstep: Class 9 contains 24067 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 55435 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 16 contains 240884 members 
Mstep: Class 18 contains 46974 members 
Mstep: Class 20 contains 5619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94125240.000000 Penalty: 33526.671875
Iteration 62Q: 16 clusters Score -9.412524e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 3301 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 2732 members 
Mstep: Class 5 contains 52519 members 
Mstep: Class 6 contains 295834 members 
Mstep: Class 7 contains 113124 members 
Mstep: Class 8 contains 1502 members 
Mstep: Class 9 contains 23861 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 55521 members 
Mstep: Class 12 contains 1890 members 
Mstep: Class 16 contains 243041 members 
Mstep: Class 18 contains 46863 members 
Mstep: Class 20 contains 5461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94124976.000000 Penalty: 33526.671875
Iteration 63Q: 16 clusters Score -9.412498e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 52673 members 
Mstep: Class 6 contains 294727 members 
Mstep: Class 7 contains 111905 members 
Mstep: Class 8 contains 1491 members 
Mstep: Class 9 contains 23642 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 55590 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 16 contains 245317 members 
Mstep: Class 18 contains 46755 members 
Mstep: Class 20 contains 5338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94124184.000000 Penalty: 33526.671875
Iteration 64Q: 16 clusters Score -9.412418e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 52822 members 
Mstep: Class 6 contains 293512 members 
Mstep: Class 7 contains 110746 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 11 contains 55655 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 16 contains 247581 members 
Mstep: Class 18 contains 46690 members 
Mstep: Class 20 contains 5212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123840.000000 Penalty: 33526.671875
Iteration 65Q: 16 clusters Score -9.412384e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 3332 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 52945 members 
Mstep: Class 6 contains 292256 members 
Mstep: Class 7 contains 109590 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 23192 members 
Mstep: Class 10 contains 5166 members 
Mstep: Class 11 contains 55733 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 16 contains 249934 members 
Mstep: Class 18 contains 46608 members 
Mstep: Class 20 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123968.000000 Penalty: 33526.671875
Iteration 66Q: 16 clusters Score -9.412397e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 89206 members 
Mstep: Class 2 contains 3329 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 53070 members 
Mstep: Class 6 contains 291039 members 
Mstep: Class 7 contains 108388 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 23033 members 
Mstep: Class 10 contains 5204 members 
Mstep: Class 11 contains 55807 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 16 contains 252295 members 
Mstep: Class 18 contains 46498 members 
Mstep: Class 20 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123696.000000 Penalty: 33526.671875
Iteration 67Q: 16 clusters Score -9.41237e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 3331 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 53148 members 
Mstep: Class 6 contains 289876 members 
Mstep: Class 7 contains 107177 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 22884 members 
Mstep: Class 10 contains 5231 members 
Mstep: Class 11 contains 55882 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 16 contains 254647 members 
Mstep: Class 18 contains 46388 members 
Mstep: Class 20 contains 4892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94123224.000000 Penalty: 33526.671875
Iteration 68Q: 16 clusters Score -9.412322e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 2761 members 
Mstep: Class 5 contains 53221 members 
Mstep: Class 6 contains 288772 members 
Mstep: Class 7 contains 105934 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 9 contains 22778 members 
Mstep: Class 10 contains 5247 members 
Mstep: Class 11 contains 55960 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 16 contains 256931 members 
Mstep: Class 18 contains 46267 members 
Mstep: Class 20 contains 4802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122944.000000 Penalty: 33526.671875
Iteration 69Q: 16 clusters Score -9.412294e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 53284 members 
Mstep: Class 6 contains 287717 members 
Mstep: Class 7 contains 104667 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 22679 members 
Mstep: Class 10 contains 5262 members 
Mstep: Class 11 contains 56039 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 16 contains 259256 members 
Mstep: Class 18 contains 46131 members 
Mstep: Class 20 contains 4713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122824.000000 Penalty: 33526.671875
Iteration 70Q: 16 clusters Score -9.412282e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 53349 members 
Mstep: Class 6 contains 286610 members 
Mstep: Class 7 contains 103421 members 
Mstep: Class 8 contains 1467 members 
Mstep: Class 9 contains 22589 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 56101 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 16 contains 261640 members 
Mstep: Class 18 contains 45998 members 
Mstep: Class 20 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122360.000000 Penalty: 33526.671875
Iteration 71Q: 16 clusters Score -9.412236e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 89992 members 
Mstep: Class 2 contains 3369 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 53398 members 
Mstep: Class 6 contains 285595 members 
Mstep: Class 7 contains 102157 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 22496 members 
Mstep: Class 10 contains 5294 members 
Mstep: Class 11 contains 56165 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 16 contains 263929 members 
Mstep: Class 18 contains 45874 members 
Mstep: Class 20 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94122056.000000 Penalty: 33526.671875
Iteration 72Q: 16 clusters Score -9.412206e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 90169 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 53462 members 
Mstep: Class 6 contains 284607 members 
Mstep: Class 7 contains 100914 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 22417 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 56209 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 16 contains 266138 members 
Mstep: Class 18 contains 45718 members 
Mstep: Class 20 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121560.000000 Penalty: 33526.671875
Iteration 73Q: 16 clusters Score -9.412156e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 3406 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 2768 members 
Mstep: Class 5 contains 53546 members 
Mstep: Class 6 contains 283568 members 
Mstep: Class 7 contains 99663 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 22328 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 56263 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 16 contains 268378 members 
Mstep: Class 18 contains 45580 members 
Mstep: Class 20 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121136.000000 Penalty: 33526.671875
Iteration 74Q: 16 clusters Score -9.412114e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 53616 members 
Mstep: Class 6 contains 282623 members 
Mstep: Class 7 contains 98386 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 22242 members 
Mstep: Class 10 contains 5355 members 
Mstep: Class 11 contains 56325 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 16 contains 270601 members 
Mstep: Class 18 contains 45430 members 
Mstep: Class 20 contains 4265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120704.000000 Penalty: 33526.671875
Iteration 75Q: 16 clusters Score -9.41207e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 3413 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 53701 members 
Mstep: Class 6 contains 281696 members 
Mstep: Class 7 contains 97110 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 22172 members 
Mstep: Class 10 contains 5366 members 
Mstep: Class 11 contains 56401 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 16 contains 272796 members 
Mstep: Class 18 contains 45305 members 
Mstep: Class 20 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120312.000000 Penalty: 33526.671875
Iteration 76Q: 16 clusters Score -9.412031e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 53779 members 
Mstep: Class 6 contains 280869 members 
Mstep: Class 7 contains 95812 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 22097 members 
Mstep: Class 10 contains 5378 members 
Mstep: Class 11 contains 56456 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 16 contains 274975 members 
Mstep: Class 18 contains 45135 members 
Mstep: Class 20 contains 4098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119928.000000 Penalty: 33526.671875
Iteration 77Q: 16 clusters Score -9.411993e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 53888 members 
Mstep: Class 6 contains 280268 members 
Mstep: Class 7 contains 94470 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 22025 members 
Mstep: Class 10 contains 5395 members 
Mstep: Class 11 contains 56496 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 16 contains 276984 members 
Mstep: Class 18 contains 44948 members 
Mstep: Class 20 contains 4033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119616.000000 Penalty: 33526.671875
Iteration 78Q: 16 clusters Score -9.411962e+07 nChanged 3711
Entering ConstructFrom: 
Score: -94119616.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (90901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Entering Unmasked Estep 
Score: -9415881.000000 Penalty: 1855.348022
	Iteration 0F: 2 clusters Score -9415881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -9355262.000000 Penalty: 3710.696045
	Iteration 0F: 3 clusters Score -9355262 nChanged 43205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -9380594.000000 Penalty: 3710.696045
	Iteration 1F: 3 clusters Score -9380594 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -9381623.000000 Penalty: 3710.696045
	Iteration 2Q: 3 clusters Score -9381623 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -9383211.000000 Penalty: 3710.696045
	Iteration 3Q: 3 clusters Score -9383211 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -9385742.000000 Penalty: 3710.696045
	Iteration 4F: 3 clusters Score -9385742 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -9389670.000000 Penalty: 3710.696045
	Iteration 5F: 3 clusters Score -9389670 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -9394926.000000 Penalty: 3710.696045
	Iteration 6F: 3 clusters Score -9394926 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -9401112.000000 Penalty: 3710.696045
	Iteration 7F: 3 clusters Score -9401112 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -9406896.000000 Penalty: 3710.696045
	Iteration 8F: 3 clusters Score -9406896 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -9410747.000000 Penalty: 3710.696045
	Iteration 9Q: 3 clusters Score -9410747 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9412686.000000 Penalty: 3710.696045
	Iteration 10Q: 3 clusters Score -9412686 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9413543.000000 Penalty: 3710.696045
	Iteration 11Q: 3 clusters Score -9413543 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9413904.000000 Penalty: 3710.696045
	Iteration 12Q: 3 clusters Score -9413904 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9414045.000000 Penalty: 3710.696045
	Iteration 13Q: 3 clusters Score -9414045 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9414104.000000 Penalty: 3710.696045
	Iteration 14Q: 3 clusters Score -9414104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9414167.000000 Penalty: 3710.696045
	Iteration 15Q: 3 clusters Score -9414167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9414197.000000 Penalty: 3710.696045
	Iteration 16Q: 3 clusters Score -9414197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9414212.000000 Penalty: 3710.696045
	Iteration 17Q: 3 clusters Score -9414212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9414237.000000 Penalty: 3710.696045
	Iteration 18Q: 3 clusters Score -9414237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9414259.000000 Penalty: 3710.696045
	Iteration 19Q: 3 clusters Score -9414259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9414278.000000 Penalty: 3710.696045
	Iteration 20F: 3 clusters Score -9414278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9414284.000000 Penalty: 3710.696045
	Iteration 21Q: 3 clusters Score -9414284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90675 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9414289.000000 Penalty: 3710.696045
	Iteration 22Q: 3 clusters Score -9414289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9414295.000000 Penalty: 3710.696045
	Iteration 23Q: 3 clusters Score -9414295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9414297.000000 Penalty: 3710.696045
	Iteration 24Q: 3 clusters Score -9414297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9414299.000000 Penalty: 3710.696045
	Iteration 25Q: 3 clusters Score -9414299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9414304.000000 Penalty: 3710.696045
	Iteration 26Q: 3 clusters Score -9414304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9414310.000000 Penalty: 3710.696045
	Iteration 27Q: 3 clusters Score -9414310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9414310.000000 Penalty: 3710.696045
	Iteration 28F: 3 clusters Score -9414310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -356902.000000 Penalty: 1322.611694
	Iteration 0F: 2 clusters Score -356902 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 1655 members 
Entering Unmasked Estep 
Score: -353914.093750 Penalty: 2645.223389
	Iteration 0F: 3 clusters Score -353914.1 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -354631.812500 Penalty: 2645.223389
	Iteration 1F: 3 clusters Score -354631.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -354777.875000 Penalty: 2645.223389
	Iteration 2F: 3 clusters Score -354777.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -354863.406250 Penalty: 2645.223389
	Iteration 3Q: 3 clusters Score -354863.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -354925.656250 Penalty: 2645.223389
	Iteration 4Q: 3 clusters Score -354925.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -354987.562500 Penalty: 2645.223389
	Iteration 5Q: 3 clusters Score -354987.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -355071.218750 Penalty: 2645.223389
	Iteration 6Q: 3 clusters Score -355071.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -355152.875000 Penalty: 2645.223389
	Iteration 7Q: 3 clusters Score -355152.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -355236.000000 Penalty: 2645.223389
	Iteration 8Q: 3 clusters Score -355236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -355312.187500 Penalty: 2645.223389
	Iteration 9Q: 3 clusters Score -355312.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -355365.281250 Penalty: 2645.223389
	Iteration 10Q: 3 clusters Score -355365.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -355430.218750 Penalty: 2645.223389
	Iteration 11Q: 3 clusters Score -355430.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -355494.781250 Penalty: 2645.223389
	Iteration 12Q: 3 clusters Score -355494.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -355545.687500 Penalty: 2645.223389
	Iteration 13Q: 3 clusters Score -355545.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -355586.968750 Penalty: 2645.223389
	Iteration 14Q: 3 clusters Score -355587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -355626.531250 Penalty: 2645.223389
	Iteration 15Q: 3 clusters Score -355626.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -355667.687500 Penalty: 2645.223389
	Iteration 16Q: 3 clusters Score -355667.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -355705.000000 Penalty: 2645.223389
	Iteration 17Q: 3 clusters Score -355705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -355731.437500 Penalty: 2645.223389
	Iteration 18Q: 3 clusters Score -355731.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -355745.781250 Penalty: 2645.223389
	Iteration 19Q: 3 clusters Score -355745.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -355753.875000 Penalty: 2645.223389
	Iteration 20F: 3 clusters Score -355753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -355759.437500 Penalty: 2645.223389
	Iteration 21Q: 3 clusters Score -355759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -355762.593750 Penalty: 2645.223389
	Iteration 22Q: 3 clusters Score -355762.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -355770.343750 Penalty: 2645.223389
	Iteration 23Q: 3 clusters Score -355770.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -355777.812500 Penalty: 2645.223389
	Iteration 24Q: 3 clusters Score -355777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -355790.531250 Penalty: 2645.223389
	Iteration 25Q: 3 clusters Score -355790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -355796.718750 Penalty: 2645.223389
	Iteration 26Q: 3 clusters Score -355796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -355801.875000 Penalty: 2645.223389
	Iteration 27Q: 3 clusters Score -355801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -355804.781250 Penalty: 2645.223389
	Iteration 28Q: 3 clusters Score -355804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -355811.218750 Penalty: 2645.223389
	Iteration 29Q: 3 clusters Score -355811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -355814.375000 Penalty: 2645.223389
	Iteration 30Q: 3 clusters Score -355814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -355814.937500 Penalty: 2645.223389
	Iteration 31Q: 3 clusters Score -355814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -355815.812500 Penalty: 2645.223389
	Iteration 32Q: 3 clusters Score -355815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -355818.062500 Penalty: 2645.223389
	Iteration 33Q: 3 clusters Score -355818.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -355818.062500 Penalty: 2645.223389
	Iteration 34F: 3 clusters Score -355818.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Entering Unmasked Estep 
Score: -181421.156250 Penalty: 1222.916504
	Iteration 0F: 2 clusters Score -181421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -179415.718750 Penalty: 2445.833008
	Iteration 0F: 3 clusters Score -179415.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -179835.515625 Penalty: 2445.833008
	Iteration 1F: 3 clusters Score -179835.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -179927.281250 Penalty: 2445.833008
	Iteration 2F: 3 clusters Score -179927.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -180010.031250 Penalty: 2445.833008
	Iteration 3F: 3 clusters Score -180010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -180090.890625 Penalty: 2445.833008
	Iteration 4Q: 3 clusters Score -180090.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -180164.546875 Penalty: 2445.833008
	Iteration 5Q: 3 clusters Score -180164.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -180268.953125 Penalty: 2445.833008
	Iteration 6Q: 3 clusters Score -180269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180355.734375 Penalty: 2445.833008
	Iteration 7Q: 3 clusters Score -180355.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -180418.593750 Penalty: 2445.833008
	Iteration 8Q: 3 clusters Score -180418.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -180460.593750 Penalty: 2445.833008
	Iteration 9Q: 3 clusters Score -180460.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -180488.390625 Penalty: 2445.833008
	Iteration 10Q: 3 clusters Score -180488.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -180512.515625 Penalty: 2445.833008
	Iteration 11Q: 3 clusters Score -180512.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -180538.281250 Penalty: 2445.833008
	Iteration 12Q: 3 clusters Score -180538.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -180558.781250 Penalty: 2445.833008
	Iteration 13Q: 3 clusters Score -180558.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180569.250000 Penalty: 2445.833008
	Iteration 14Q: 3 clusters Score -180569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -180575.468750 Penalty: 2445.833008
	Iteration 15Q: 3 clusters Score -180575.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -180587.234375 Penalty: 2445.833008
	Iteration 16Q: 3 clusters Score -180587.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -180595.656250 Penalty: 2445.833008
	Iteration 17Q: 3 clusters Score -180595.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -180603.328125 Penalty: 2445.833008
	Iteration 18Q: 3 clusters Score -180603.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -180607.312500 Penalty: 2445.833008
	Iteration 19Q: 3 clusters Score -180607.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -180614.437500 Penalty: 2445.833008
	Iteration 20F: 3 clusters Score -180614.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -180623.171875 Penalty: 2445.833008
	Iteration 21Q: 3 clusters Score -180623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -180629.671875 Penalty: 2445.833008
	Iteration 22Q: 3 clusters Score -180629.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -180633.171875 Penalty: 2445.833008
	Iteration 23Q: 3 clusters Score -180633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -180635.671875 Penalty: 2445.833008
	Iteration 24Q: 3 clusters Score -180635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -180640.546875 Penalty: 2445.833008
	Iteration 25Q: 3 clusters Score -180640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -180643.703125 Penalty: 2445.833008
	Iteration 26Q: 3 clusters Score -180643.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -180648.562500 Penalty: 2445.833008
	Iteration 27Q: 3 clusters Score -180648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -180651.187500 Penalty: 2445.833008
	Iteration 28Q: 3 clusters Score -180651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -180654.687500 Penalty: 2445.833008
	Iteration 29Q: 3 clusters Score -180654.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -180656.453125 Penalty: 2445.833008
	Iteration 30Q: 3 clusters Score -180656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -180657.578125 Penalty: 2445.833008
	Iteration 31Q: 3 clusters Score -180657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -180659.468750 Penalty: 2445.833008
	Iteration 32Q: 3 clusters Score -180659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -180659.390625 Penalty: 2445.833008
	Iteration 33Q: 3 clusters Score -180659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -180659.390625 Penalty: 2445.833008
	Iteration 34F: 3 clusters Score -180659.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -284978.656250 Penalty: 1288.658569
	Iteration 0F: 2 clusters Score -284978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -282397.187500 Penalty: 2577.317139
	Iteration 0F: 3 clusters Score -282397.2 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -283044.812500 Penalty: 2577.317139
	Iteration 1F: 3 clusters Score -283044.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -283168.781250 Penalty: 2577.317139
	Iteration 2F: 3 clusters Score -283168.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283255.781250 Penalty: 2577.317139
	Iteration 3F: 3 clusters Score -283255.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283322.281250 Penalty: 2577.317139
	Iteration 4Q: 3 clusters Score -283322.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -283374.281250 Penalty: 2577.317139
	Iteration 5Q: 3 clusters Score -283374.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -283424.093750 Penalty: 2577.317139
	Iteration 6Q: 3 clusters Score -283424.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -283485.468750 Penalty: 2577.317139
	Iteration 7Q: 3 clusters Score -283485.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -283537.562500 Penalty: 2577.317139
	Iteration 8Q: 3 clusters Score -283537.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -283592.187500 Penalty: 2577.317139
	Iteration 9Q: 3 clusters Score -283592.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -283633.375000 Penalty: 2577.317139
	Iteration 10Q: 3 clusters Score -283633.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -283673.875000 Penalty: 2577.317139
	Iteration 11Q: 3 clusters Score -283673.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -283703.281250 Penalty: 2577.317139
	Iteration 12Q: 3 clusters Score -283703.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -283733.750000 Penalty: 2577.317139
	Iteration 13Q: 3 clusters Score -283733.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -283763.687500 Penalty: 2577.317139
	Iteration 14Q: 3 clusters Score -283763.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -283789.281250 Penalty: 2577.317139
	Iteration 15Q: 3 clusters Score -283789.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -283814.468750 Penalty: 2577.317139
	Iteration 16Q: 3 clusters Score -283814.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -283830.781250 Penalty: 2577.317139
	Iteration 17Q: 3 clusters Score -283830.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -283836.406250 Penalty: 2577.317139
	Iteration 18Q: 3 clusters Score -283836.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -283843.000000 Penalty: 2577.317139
	Iteration 19Q: 3 clusters Score -283843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -283854.406250 Penalty: 2577.317139
	Iteration 20F: 3 clusters Score -283854.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -283864.093750 Penalty: 2577.317139
	Iteration 21Q: 3 clusters Score -283864.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -283872.218750 Penalty: 2577.317139
	Iteration 22Q: 3 clusters Score -283872.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -283880.093750 Penalty: 2577.317139
	Iteration 23Q: 3 clusters Score -283880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -283884.468750 Penalty: 2577.317139
	Iteration 24Q: 3 clusters Score -283884.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -283888.250000 Penalty: 2577.317139
	Iteration 25Q: 3 clusters Score -283888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -283891.406250 Penalty: 2577.317139
	Iteration 26Q: 3 clusters Score -283891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -283893.218750 Penalty: 2577.317139
	Iteration 27Q: 3 clusters Score -283893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -283894.750000 Penalty: 2577.317139
	Iteration 28Q: 3 clusters Score -283894.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -283898.218750 Penalty: 2577.317139
	Iteration 29Q: 3 clusters Score -283898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -283901.781250 Penalty: 2577.317139
	Iteration 30Q: 3 clusters Score -283901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -283905.437500 Penalty: 2577.317139
	Iteration 31Q: 3 clusters Score -283905.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -283910.906250 Penalty: 2577.317139
	Iteration 32Q: 3 clusters Score -283910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -283914.406250 Penalty: 2577.317139
	Iteration 33Q: 3 clusters Score -283914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -283915.750000 Penalty: 2577.317139
	Iteration 34Q: 3 clusters Score -283915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -283916.718750 Penalty: 2577.317139
	Iteration 35Q: 3 clusters Score -283916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -283916.718750 Penalty: 2577.317139
	Iteration 36F: 3 clusters Score -283916.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Entering Unmasked Estep 
Score: -5585435.000000 Penalty: 1770.807373
	Iteration 0F: 2 clusters Score -5585435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -5549260.000000 Penalty: 3541.614746
	Iteration 0F: 3 clusters Score -5549260 nChanged 25586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -5563430.000000 Penalty: 3541.614746
	Iteration 1F: 3 clusters Score -5563430 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -5563836.000000 Penalty: 3541.614746
	Iteration 2Q: 3 clusters Score -5563836 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -5564251.000000 Penalty: 3541.614746
	Iteration 3Q: 3 clusters Score -5564251 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -5564687.500000 Penalty: 3541.614746
	Iteration 4Q: 3 clusters Score -5564688 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -5565199.500000 Penalty: 3541.614746
	Iteration 5Q: 3 clusters Score -5565200 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -5565856.500000 Penalty: 3541.614746
	Iteration 6Q: 3 clusters Score -5565856 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -5566742.500000 Penalty: 3541.614746
	Iteration 7Q: 3 clusters Score -5566742 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -5568117.000000 Penalty: 3541.614746
	Iteration 8Q: 3 clusters Score -5568117 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -5570252.500000 Penalty: 3541.614746
	Iteration 9F: 3 clusters Score -5570252 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -5573100.500000 Penalty: 3541.614746
	Iteration 10F: 3 clusters Score -5573100 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -5576168.000000 Penalty: 3541.614746
	Iteration 11F: 3 clusters Score -5576168 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -5578690.000000 Penalty: 3541.614746
	Iteration 12F: 3 clusters Score -5578690 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -5580391.500000 Penalty: 3541.614746
	Iteration 13Q: 3 clusters Score -5580392 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5581506.500000 Penalty: 3541.614746
	Iteration 14Q: 3 clusters Score -5581506 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -5582252.500000 Penalty: 3541.614746
	Iteration 15Q: 3 clusters Score -5582252 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5582791.500000 Penalty: 3541.614746
	Iteration 16Q: 3 clusters Score -5582792 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5583285.500000 Penalty: 3541.614746
	Iteration 17Q: 3 clusters Score -5583286 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5583638.000000 Penalty: 3541.614746
	Iteration 18Q: 3 clusters Score -5583638 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5583895.500000 Penalty: 3541.614746
	Iteration 19Q: 3 clusters Score -5583896 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5584059.000000 Penalty: 3541.614746
	Iteration 20F: 3 clusters Score -5584059 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5584143.000000 Penalty: 3541.614746
	Iteration 21Q: 3 clusters Score -5584143 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5584224.000000 Penalty: 3541.614746
	Iteration 22Q: 3 clusters Score -5584224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5584262.500000 Penalty: 3541.614746
	Iteration 23Q: 3 clusters Score -5584262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5584310.000000 Penalty: 3541.614746
	Iteration 24Q: 3 clusters Score -5584310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5584349.000000 Penalty: 3541.614746
	Iteration 25Q: 3 clusters Score -5584349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5584368.000000 Penalty: 3541.614746
	Iteration 26Q: 3 clusters Score -5584368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5584392.000000 Penalty: 3541.614746
	Iteration 27Q: 3 clusters Score -5584392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5584402.500000 Penalty: 3541.614746
	Iteration 28Q: 3 clusters Score -5584402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5584399.000000 Penalty: 3541.614746
	Iteration 29Q: 3 clusters Score -5584399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5584394.000000 Penalty: 3541.614746
	Iteration 30Q: 3 clusters Score -5584394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5584402.000000 Penalty: 3541.614746
	Iteration 31Q: 3 clusters Score -5584402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5584402.000000 Penalty: 3541.614746
	Iteration 32Q: 3 clusters Score -5584402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5584401.500000 Penalty: 3541.614746
	Iteration 33Q: 3 clusters Score -5584402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5584406.000000 Penalty: 3541.614746
	Iteration 34Q: 3 clusters Score -5584406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5584407.500000 Penalty: 3541.614746
	Iteration 35Q: 3 clusters Score -5584408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5584409.500000 Penalty: 3541.614746
	Iteration 36Q: 3 clusters Score -5584410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5584409.000000 Penalty: 3541.614746
	Iteration 37Q: 3 clusters Score -5584409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5584414.000000 Penalty: 3541.614746
	Iteration 38Q: 3 clusters Score -5584414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5584411.500000 Penalty: 3541.614746
	Iteration 39Q: 3 clusters Score -5584412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5584414.000000 Penalty: 3541.614746
	Iteration 40F: 3 clusters Score -5584414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5584418.500000 Penalty: 3541.614746
	Iteration 41Q: 3 clusters Score -5584418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5584416.500000 Penalty: 3541.614746
	Iteration 42Q: 3 clusters Score -5584416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5584421.500000 Penalty: 3541.614746
	Iteration 43Q: 3 clusters Score -5584422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5584422.000000 Penalty: 3541.614746
	Iteration 44Q: 3 clusters Score -5584422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5584423.500000 Penalty: 3541.614746
	Iteration 45Q: 3 clusters Score -5584424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5584423.500000 Penalty: 3541.614746
	Iteration 46F: 3 clusters Score -5584424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (279775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279775 members 
Entering Unmasked Estep 
Score: -28406400.000000 Penalty: 2038.032959
	Iteration 0F: 2 clusters Score -2.84064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139554 members 
Mstep: Class 2 contains 140221 members 
Entering Unmasked Estep 
Score: -28226606.000000 Penalty: 4076.065918
	Iteration 0F: 3 clusters Score -2.822661e+07 nChanged 136153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134007 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -28308550.000000 Penalty: 4076.065918
	Iteration 1F: 3 clusters Score -2.830855e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131188 members 
Mstep: Class 2 contains 148587 members 
Entering Unmasked Estep 
Score: -28310922.000000 Penalty: 4076.065918
	Iteration 2Q: 3 clusters Score -2.831092e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126972 members 
Mstep: Class 2 contains 152803 members 
Entering Unmasked Estep 
Score: -28314806.000000 Penalty: 4076.065918
	Iteration 3Q: 3 clusters Score -2.831481e+07 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120755 members 
Mstep: Class 2 contains 159020 members 
Entering Unmasked Estep 
Score: -28321624.000000 Penalty: 4076.065918
	Iteration 4Q: 3 clusters Score -2.832162e+07 nChanged 15609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112992 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -28333414.000000 Penalty: 4076.065918
	Iteration 5F: 3 clusters Score -2.833341e+07 nChanged 18593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105341 members 
Mstep: Class 2 contains 174434 members 
Entering Unmasked Estep 
Score: -28349146.000000 Penalty: 4076.065918
	Iteration 6F: 3 clusters Score -2.834915e+07 nChanged 18526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 179918 members 
Entering Unmasked Estep 
Score: -28362558.000000 Penalty: 4076.065918
	Iteration 7F: 3 clusters Score -2.836256e+07 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 183293 members 
Entering Unmasked Estep 
Score: -28369342.000000 Penalty: 4076.065918
	Iteration 8F: 3 clusters Score -2.836934e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 186081 members 
Entering Unmasked Estep 
Score: -28371626.000000 Penalty: 4076.065918
	Iteration 9Q: 3 clusters Score -2.837163e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91047 members 
Mstep: Class 2 contains 188728 members 
Entering Unmasked Estep 
Score: -28372748.000000 Penalty: 4076.065918
	Iteration 10Q: 3 clusters Score -2.837275e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 191316 members 
Entering Unmasked Estep 
Score: -28373596.000000 Penalty: 4076.065918
	Iteration 11Q: 3 clusters Score -2.83736e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 193814 members 
Entering Unmasked Estep 
Score: -28374378.000000 Penalty: 4076.065918
	Iteration 12Q: 3 clusters Score -2.837438e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 196361 members 
Entering Unmasked Estep 
Score: -28374992.000000 Penalty: 4076.065918
	Iteration 13Q: 3 clusters Score -2.837499e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 198923 members 
Entering Unmasked Estep 
Score: -28375692.000000 Penalty: 4076.065918
	Iteration 14Q: 3 clusters Score -2.837569e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 201542 members 
Entering Unmasked Estep 
Score: -28376160.000000 Penalty: 4076.065918
	Iteration 15Q: 3 clusters Score -2.837616e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75628 members 
Mstep: Class 2 contains 204147 members 
Entering Unmasked Estep 
Score: -28376668.000000 Penalty: 4076.065918
	Iteration 16Q: 3 clusters Score -2.837667e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 206689 members 
Entering Unmasked Estep 
Score: -28377402.000000 Penalty: 4076.065918
	Iteration 17Q: 3 clusters Score -2.83774e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 209314 members 
Entering Unmasked Estep 
Score: -28378080.000000 Penalty: 4076.065918
	Iteration 18Q: 3 clusters Score -2.837808e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 211981 members 
Entering Unmasked Estep 
Score: -28378986.000000 Penalty: 4076.065918
	Iteration 19Q: 3 clusters Score -2.837899e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 214728 members 
Entering Unmasked Estep 
Score: -28379750.000000 Penalty: 4076.065918
	Iteration 20F: 3 clusters Score -2.837975e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 217526 members 
Entering Unmasked Estep 
Score: -28380470.000000 Penalty: 4076.065918
	Iteration 21Q: 3 clusters Score -2.838047e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 220296 members 
Entering Unmasked Estep 
Score: -28381014.000000 Penalty: 4076.065918
	Iteration 22Q: 3 clusters Score -2.838101e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 223056 members 
Entering Unmasked Estep 
Score: -28381860.000000 Penalty: 4076.065918
	Iteration 23Q: 3 clusters Score -2.838186e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 225808 members 
Entering Unmasked Estep 
Score: -28382482.000000 Penalty: 4076.065918
	Iteration 24Q: 3 clusters Score -2.838248e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 228587 members 
Entering Unmasked Estep 
Score: -28383416.000000 Penalty: 4076.065918
	Iteration 25Q: 3 clusters Score -2.838342e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 231359 members 
Entering Unmasked Estep 
Score: -28384392.000000 Penalty: 4076.065918
	Iteration 26Q: 3 clusters Score -2.838439e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 234080 members 
Entering Unmasked Estep 
Score: -28385020.000000 Penalty: 4076.065918
	Iteration 27Q: 3 clusters Score -2.838502e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 236662 members 
Entering Unmasked Estep 
Score: -28385988.000000 Penalty: 4076.065918
	Iteration 28Q: 3 clusters Score -2.838599e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 239314 members 
Entering Unmasked Estep 
Score: -28386856.000000 Penalty: 4076.065918
	Iteration 29Q: 3 clusters Score -2.838686e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 241958 members 
Entering Unmasked Estep 
Score: -28387950.000000 Penalty: 4076.065918
	Iteration 30Q: 3 clusters Score -2.838795e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 244550 members 
Entering Unmasked Estep 
Score: -28388816.000000 Penalty: 4076.065918
	Iteration 31Q: 3 clusters Score -2.838882e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 247094 members 
Entering Unmasked Estep 
Score: -28389740.000000 Penalty: 4076.065918
	Iteration 32Q: 3 clusters Score -2.838974e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 249659 members 
Entering Unmasked Estep 
Score: -28390858.000000 Penalty: 4076.065918
	Iteration 33Q: 3 clusters Score -2.839086e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 252188 members 
Entering Unmasked Estep 
Score: -28391862.000000 Penalty: 4076.065918
	Iteration 34Q: 3 clusters Score -2.839186e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 254580 members 
Entering Unmasked Estep 
Score: -28392944.000000 Penalty: 4076.065918
	Iteration 35Q: 3 clusters Score -2.839294e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 256840 members 
Entering Unmasked Estep 
Score: -28393884.000000 Penalty: 4076.065918
	Iteration 36Q: 3 clusters Score -2.839388e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 258981 members 
Entering Unmasked Estep 
Score: -28394676.000000 Penalty: 4076.065918
	Iteration 37Q: 3 clusters Score -2.839468e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 260980 members 
Entering Unmasked Estep 
Score: -28395542.000000 Penalty: 4076.065918
	Iteration 38Q: 3 clusters Score -2.839554e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 262796 members 
Entering Unmasked Estep 
Score: -28396320.000000 Penalty: 4076.065918
	Iteration 39Q: 3 clusters Score -2.839632e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 264502 members 
Entering Unmasked Estep 
Score: -28397084.000000 Penalty: 4076.065918
	Iteration 40F: 3 clusters Score -2.839708e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 266022 members 
Entering Unmasked Estep 
Score: -28397792.000000 Penalty: 4076.065918
	Iteration 41Q: 3 clusters Score -2.839779e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 267383 members 
Entering Unmasked Estep 
Score: -28398506.000000 Penalty: 4076.065918
	Iteration 42Q: 3 clusters Score -2.839851e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 268609 members 
Entering Unmasked Estep 
Score: -28399230.000000 Penalty: 4076.065918
	Iteration 43Q: 3 clusters Score -2.839923e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 269733 members 
Entering Unmasked Estep 
Score: -28399674.000000 Penalty: 4076.065918
	Iteration 44Q: 3 clusters Score -2.839967e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 270690 members 
Entering Unmasked Estep 
Score: -28400094.000000 Penalty: 4076.065918
	Iteration 45Q: 3 clusters Score -2.840009e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 271572 members 
Entering Unmasked Estep 
Score: -28400516.000000 Penalty: 4076.065918
	Iteration 46Q: 3 clusters Score -2.840052e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 272298 members 
Entering Unmasked Estep 
Score: -28400910.000000 Penalty: 4076.065918
	Iteration 47Q: 3 clusters Score -2.840091e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 272995 members 
Entering Unmasked Estep 
Score: -28401362.000000 Penalty: 4076.065918
	Iteration 48Q: 3 clusters Score -2.840136e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 273614 members 
Entering Unmasked Estep 
Score: -28401722.000000 Penalty: 4076.065918
	Iteration 49Q: 3 clusters Score -2.840172e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 274171 members 
Entering Unmasked Estep 
Score: -28402050.000000 Penalty: 4076.065918
	Iteration 50Q: 3 clusters Score -2.840205e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 274653 members 
Entering Unmasked Estep 
Score: -28402236.000000 Penalty: 4076.065918
	Iteration 51Q: 3 clusters Score -2.840224e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 275069 members 
Entering Unmasked Estep 
Score: -28402544.000000 Penalty: 4076.065918
	Iteration 52Q: 3 clusters Score -2.840254e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 275401 members 
Entering Unmasked Estep 
Score: -28402666.000000 Penalty: 4076.065918
	Iteration 53Q: 3 clusters Score -2.840267e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 275709 members 
Entering Unmasked Estep 
Score: -28402840.000000 Penalty: 4076.065918
	Iteration 54Q: 3 clusters Score -2.840284e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 275998 members 
Entering Unmasked Estep 
Score: -28403004.000000 Penalty: 4076.065918
	Iteration 55Q: 3 clusters Score -2.8403e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 276229 members 
Entering Unmasked Estep 
Score: -28403146.000000 Penalty: 4076.065918
	Iteration 56Q: 3 clusters Score -2.840315e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 276429 members 
Entering Unmasked Estep 
Score: -28403178.000000 Penalty: 4076.065918
	Iteration 57Q: 3 clusters Score -2.840318e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 276618 members 
Entering Unmasked Estep 
Score: -28403302.000000 Penalty: 4076.065918
	Iteration 58Q: 3 clusters Score -2.84033e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 276784 members 
Entering Unmasked Estep 
Score: -28403372.000000 Penalty: 4076.065918
	Iteration 59Q: 3 clusters Score -2.840337e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 276926 members 
Entering Unmasked Estep 
Score: -28403456.000000 Penalty: 4076.065918
	Iteration 60F: 3 clusters Score -2.840346e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 277059 members 
Entering Unmasked Estep 
Score: -28403544.000000 Penalty: 4076.065918
	Iteration 61Q: 3 clusters Score -2.840354e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 277163 members 
Entering Unmasked Estep 
Score: -28403614.000000 Penalty: 4076.065918
	Iteration 62Q: 3 clusters Score -2.840361e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 277257 members 
Entering Unmasked Estep 
Score: -28403658.000000 Penalty: 4076.065918
	Iteration 63Q: 3 clusters Score -2.840366e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 277319 members 
Entering Unmasked Estep 
Score: -28403688.000000 Penalty: 4076.065918
	Iteration 64Q: 3 clusters Score -2.840369e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 277381 members 
Entering Unmasked Estep 
Score: -28403698.000000 Penalty: 4076.065918
	Iteration 65Q: 3 clusters Score -2.84037e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 277433 members 
Entering Unmasked Estep 
Score: -28403706.000000 Penalty: 4076.065918
	Iteration 66Q: 3 clusters Score -2.840371e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 277471 members 
Entering Unmasked Estep 
Score: -28403724.000000 Penalty: 4076.065918
	Iteration 67Q: 3 clusters Score -2.840372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 277509 members 
Entering Unmasked Estep 
Score: -28403766.000000 Penalty: 4076.065918
	Iteration 68Q: 3 clusters Score -2.840377e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 277544 members 
Entering Unmasked Estep 
Score: -28403800.000000 Penalty: 4076.065918
	Iteration 69Q: 3 clusters Score -2.84038e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 277576 members 
Entering Unmasked Estep 
Score: -28403796.000000 Penalty: 4076.065918
	Iteration 70Q: 3 clusters Score -2.84038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 277603 members 
Entering Unmasked Estep 
Score: -28403824.000000 Penalty: 4076.065918
	Iteration 71Q: 3 clusters Score -2.840382e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 277628 members 
Entering Unmasked Estep 
Score: -28403810.000000 Penalty: 4076.065918
	Iteration 72Q: 3 clusters Score -2.840381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 277656 members 
Entering Unmasked Estep 
Score: -28403838.000000 Penalty: 4076.065918
	Iteration 73Q: 3 clusters Score -2.840384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 277675 members 
Entering Unmasked Estep 
Score: -28403856.000000 Penalty: 4076.065918
	Iteration 74Q: 3 clusters Score -2.840386e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 277699 members 
Entering Unmasked Estep 
Score: -28403866.000000 Penalty: 4076.065918
	Iteration 75Q: 3 clusters Score -2.840387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 277722 members 
Entering Unmasked Estep 
Score: -28403896.000000 Penalty: 4076.065918
	Iteration 76Q: 3 clusters Score -2.84039e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 277748 members 
Entering Unmasked Estep 
Score: -28403880.000000 Penalty: 4076.065918
	Iteration 77Q: 3 clusters Score -2.840388e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 277770 members 
Entering Unmasked Estep 
Score: -28403892.000000 Penalty: 4076.065918
	Iteration 78Q: 3 clusters Score -2.840389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 277794 members 
Entering Unmasked Estep 
Score: -28403922.000000 Penalty: 4076.065918
	Iteration 79Q: 3 clusters Score -2.840392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 277813 members 
Entering Unmasked Estep 
Score: -28403932.000000 Penalty: 4076.065918
	Iteration 80F: 3 clusters Score -2.840393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 277832 members 
Entering Unmasked Estep 
Score: -28403948.000000 Penalty: 4076.065918
	Iteration 81Q: 3 clusters Score -2.840395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 277851 members 
Entering Unmasked Estep 
Score: -28403954.000000 Penalty: 4076.065918
	Iteration 82Q: 3 clusters Score -2.840395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 277872 members 
Entering Unmasked Estep 
Score: -28403976.000000 Penalty: 4076.065918
	Iteration 83Q: 3 clusters Score -2.840398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 277895 members 
Entering Unmasked Estep 
Score: -28403984.000000 Penalty: 4076.065918
	Iteration 84Q: 3 clusters Score -2.840398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 277912 members 
Entering Unmasked Estep 
Score: -28404016.000000 Penalty: 4076.065918
	Iteration 85Q: 3 clusters Score -2.840402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 277928 members 
Entering Unmasked Estep 
Score: -28403998.000000 Penalty: 4076.065918
	Iteration 86Q: 3 clusters Score -2.8404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 277951 members 
Entering Unmasked Estep 
Score: -28404032.000000 Penalty: 4076.065918
	Iteration 87Q: 3 clusters Score -2.840403e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 277963 members 
Entering Unmasked Estep 
Score: -28404026.000000 Penalty: 4076.065918
	Iteration 88Q: 3 clusters Score -2.840403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 277986 members 
Entering Unmasked Estep 
Score: -28404074.000000 Penalty: 4076.065918
	Iteration 89Q: 3 clusters Score -2.840407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 278004 members 
Entering Unmasked Estep 
Score: -28404070.000000 Penalty: 4076.065918
	Iteration 90Q: 3 clusters Score -2.840407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 278023 members 
Entering Unmasked Estep 
Score: -28404078.000000 Penalty: 4076.065918
	Iteration 91Q: 3 clusters Score -2.840408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 278038 members 
Entering Unmasked Estep 
Score: -28404080.000000 Penalty: 4076.065918
	Iteration 92Q: 3 clusters Score -2.840408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 278057 members 
Entering Unmasked Estep 
Score: -28404112.000000 Penalty: 4076.065918
	Iteration 93Q: 3 clusters Score -2.840411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 278076 members 
Entering Unmasked Estep 
Score: -28404088.000000 Penalty: 4076.065918
	Iteration 94Q: 3 clusters Score -2.840409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 278092 members 
Entering Unmasked Estep 
Score: -28404100.000000 Penalty: 4076.065918
	Iteration 95Q: 3 clusters Score -2.84041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 278107 members 
Entering Unmasked Estep 
Score: -28404130.000000 Penalty: 4076.065918
	Iteration 96Q: 3 clusters Score -2.840413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 278127 members 
Entering Unmasked Estep 
Score: -28404134.000000 Penalty: 4076.065918
	Iteration 97Q: 3 clusters Score -2.840413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 278151 members 
Entering Unmasked Estep 
Score: -28404168.000000 Penalty: 4076.065918
	Iteration 98Q: 3 clusters Score -2.840417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 278169 members 
Entering Unmasked Estep 
Score: -28404188.000000 Penalty: 4076.065918
	Iteration 99Q: 3 clusters Score -2.840419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 278186 members 
Entering Unmasked Estep 
Score: -28404208.000000 Penalty: 4076.065918
	Iteration 100F: 3 clusters Score -2.840421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 278199 members 
Entering Unmasked Estep 
Score: -28404202.000000 Penalty: 4076.065918
	Iteration 101Q: 3 clusters Score -2.84042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 278217 members 
Entering Unmasked Estep 
Score: -28404210.000000 Penalty: 4076.065918
	Iteration 102Q: 3 clusters Score -2.840421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 278238 members 
Entering Unmasked Estep 
Score: -28404242.000000 Penalty: 4076.065918
	Iteration 103Q: 3 clusters Score -2.840424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 278254 members 
Entering Unmasked Estep 
Score: -28404246.000000 Penalty: 4076.065918
	Iteration 104Q: 3 clusters Score -2.840425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 278266 members 
Entering Unmasked Estep 
Score: -28404248.000000 Penalty: 4076.065918
	Iteration 105Q: 3 clusters Score -2.840425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 278279 members 
Entering Unmasked Estep 
Score: -28404242.000000 Penalty: 4076.065918
	Iteration 106Q: 3 clusters Score -2.840424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 278290 members 
Entering Unmasked Estep 
Score: -28404262.000000 Penalty: 4076.065918
	Iteration 107Q: 3 clusters Score -2.840426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 278301 members 
Entering Unmasked Estep 
Score: -28404274.000000 Penalty: 4076.065918
	Iteration 108Q: 3 clusters Score -2.840427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 278311 members 
Entering Unmasked Estep 
Score: -28404280.000000 Penalty: 4076.065918
	Iteration 109Q: 3 clusters Score -2.840428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 278318 members 
Entering Unmasked Estep 
Score: -28404306.000000 Penalty: 4076.065918
	Iteration 110Q: 3 clusters Score -2.840431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 278326 members 
Entering Unmasked Estep 
Score: -28404310.000000 Penalty: 4076.065918
	Iteration 111Q: 3 clusters Score -2.840431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 278334 members 
Entering Unmasked Estep 
Score: -28404326.000000 Penalty: 4076.065918
	Iteration 112Q: 3 clusters Score -2.840433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 278336 members 
Entering Unmasked Estep 
Score: -28404334.000000 Penalty: 4076.065918
	Iteration 113Q: 3 clusters Score -2.840433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 278339 members 
Entering Unmasked Estep 
Score: -28404316.000000 Penalty: 4076.065918
	Iteration 114Q: 3 clusters Score -2.840432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 278342 members 
Entering Unmasked Estep 
Score: -28404314.000000 Penalty: 4076.065918
	Iteration 115Q: 3 clusters Score -2.840431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 278344 members 
Entering Unmasked Estep 
Score: -28404330.000000 Penalty: 4076.065918
	Iteration 116Q: 3 clusters Score -2.840433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 278346 members 
Entering Unmasked Estep 
Score: -28404332.000000 Penalty: 4076.065918
	Iteration 117Q: 3 clusters Score -2.840433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 278348 members 
Entering Unmasked Estep 
Score: -28404318.000000 Penalty: 4076.065918
	Iteration 118Q: 3 clusters Score -2.840432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 278348 members 
Entering Unmasked Estep 
Score: -28404318.000000 Penalty: 4076.065918
	Iteration 119F: 3 clusters Score -2.840432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Entering Unmasked Estep 
Score: -9570764.000000 Penalty: 1859.206055
	Iteration 0F: 2 clusters Score -9570764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -9508486.000000 Penalty: 3718.412109
	Iteration 0F: 3 clusters Score -9508486 nChanged 44453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -9534867.000000 Penalty: 3718.412109
	Iteration 1F: 3 clusters Score -9534867 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -9536756.000000 Penalty: 3718.412109
	Iteration 2Q: 3 clusters Score -9536756 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -9539430.000000 Penalty: 3718.412109
	Iteration 3F: 3 clusters Score -9539430 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -9543713.000000 Penalty: 3718.412109
	Iteration 4F: 3 clusters Score -9543713 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -9549462.000000 Penalty: 3718.412109
	Iteration 5F: 3 clusters Score -9549462 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -9554962.000000 Penalty: 3718.412109
	Iteration 6F: 3 clusters Score -9554962 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -9558860.000000 Penalty: 3718.412109
	Iteration 7F: 3 clusters Score -9558860 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -9560865.000000 Penalty: 3718.412109
	Iteration 8Q: 3 clusters Score -9560865 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -9561884.000000 Penalty: 3718.412109
	Iteration 9Q: 3 clusters Score -9561884 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -9562634.000000 Penalty: 3718.412109
	Iteration 10Q: 3 clusters Score -9562634 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -9563354.000000 Penalty: 3718.412109
	Iteration 11Q: 3 clusters Score -9563354 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -9564051.000000 Penalty: 3718.412109
	Iteration 12Q: 3 clusters Score -9564051 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -9564700.000000 Penalty: 3718.412109
	Iteration 13Q: 3 clusters Score -9564700 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -9565352.000000 Penalty: 3718.412109
	Iteration 14Q: 3 clusters Score -9565352 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -9565929.000000 Penalty: 3718.412109
	Iteration 15Q: 3 clusters Score -9565929 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 83219 members 
Entering Unmasked Estep 
Score: -9566536.000000 Penalty: 3718.412109
	Iteration 16Q: 3 clusters Score -9566536 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -9567124.000000 Penalty: 3718.412109
	Iteration 17Q: 3 clusters Score -9567124 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -9567571.000000 Penalty: 3718.412109
	Iteration 18Q: 3 clusters Score -9567571 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -9567969.000000 Penalty: 3718.412109
	Iteration 19Q: 3 clusters Score -9567969 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -9568239.000000 Penalty: 3718.412109
	Iteration 20F: 3 clusters Score -9568239 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -9568469.000000 Penalty: 3718.412109
	Iteration 21Q: 3 clusters Score -9568469 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -9568672.000000 Penalty: 3718.412109
	Iteration 22Q: 3 clusters Score -9568672 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -9568882.000000 Penalty: 3718.412109
	Iteration 23Q: 3 clusters Score -9568882 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -9569024.000000 Penalty: 3718.412109
	Iteration 24Q: 3 clusters Score -9569024 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -9569113.000000 Penalty: 3718.412109
	Iteration 25Q: 3 clusters Score -9569113 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -9569216.000000 Penalty: 3718.412109
	Iteration 26Q: 3 clusters Score -9569216 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 89935 members 
Entering Unmasked Estep 
Score: -9569277.000000 Penalty: 3718.412109
	Iteration 27Q: 3 clusters Score -9569277 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 90154 members 
Entering Unmasked Estep 
Score: -9569332.000000 Penalty: 3718.412109
	Iteration 28Q: 3 clusters Score -9569332 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -9569356.000000 Penalty: 3718.412109
	Iteration 29Q: 3 clusters Score -9569356 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -9569420.000000 Penalty: 3718.412109
	Iteration 30Q: 3 clusters Score -9569420 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -9569449.000000 Penalty: 3718.412109
	Iteration 31Q: 3 clusters Score -9569449 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -9569519.000000 Penalty: 3718.412109
	Iteration 32Q: 3 clusters Score -9569519 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -9569526.000000 Penalty: 3718.412109
	Iteration 33Q: 3 clusters Score -9569526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -9569524.000000 Penalty: 3718.412109
	Iteration 34Q: 3 clusters Score -9569524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -9569540.000000 Penalty: 3718.412109
	Iteration 35Q: 3 clusters Score -9569540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -9569532.000000 Penalty: 3718.412109
	Iteration 36Q: 3 clusters Score -9569532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -9569537.000000 Penalty: 3718.412109
	Iteration 37Q: 3 clusters Score -9569537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -9569543.000000 Penalty: 3718.412109
	Iteration 38Q: 3 clusters Score -9569543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -9569539.000000 Penalty: 3718.412109
	Iteration 39Q: 3 clusters Score -9569539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 91058 members 
Entering Unmasked Estep 
Score: -9569537.000000 Penalty: 3718.412109
	Iteration 40F: 3 clusters Score -9569537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -9569542.000000 Penalty: 3718.412109
	Iteration 41Q: 3 clusters Score -9569542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
Score: -9569534.000000 Penalty: 3718.412109
	Iteration 42Q: 3 clusters Score -9569534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -9569540.000000 Penalty: 3718.412109
	Iteration 43Q: 3 clusters Score -9569540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -9569531.000000 Penalty: 3718.412109
	Iteration 44Q: 3 clusters Score -9569531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -9569532.000000 Penalty: 3718.412109
	Iteration 45Q: 3 clusters Score -9569532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 91111 members 
Entering Unmasked Estep 
Score: -9569534.000000 Penalty: 3718.412109
	Iteration 46Q: 3 clusters Score -9569534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -9569530.000000 Penalty: 3718.412109
	Iteration 47Q: 3 clusters Score -9569530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -9569529.000000 Penalty: 3718.412109
	Iteration 48Q: 3 clusters Score -9569529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -9569528.000000 Penalty: 3718.412109
	Iteration 49Q: 3 clusters Score -9569528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 91129 members 
Entering Unmasked Estep 
Score: -9569524.000000 Penalty: 3718.412109
	Iteration 50Q: 3 clusters Score -9569524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -9569520.000000 Penalty: 3718.412109
	Iteration 51Q: 3 clusters Score -9569520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 91142 members 
Entering Unmasked Estep 
Score: -9569529.000000 Penalty: 3718.412109
	Iteration 52Q: 3 clusters Score -9569529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -9569523.000000 Penalty: 3718.412109
	Iteration 53Q: 3 clusters Score -9569523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -9569524.000000 Penalty: 3718.412109
	Iteration 54Q: 3 clusters Score -9569524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -9569524.000000 Penalty: 3718.412109
	Iteration 55Q: 3 clusters Score -9569524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -9569524.000000 Penalty: 3718.412109
	Iteration 56F: 3 clusters Score -9569524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -137586.484375 Penalty: 1185.887329
	Iteration 0F: 2 clusters Score -137586.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -135885.828125 Penalty: 2371.774658
	Iteration 0F: 3 clusters Score -135885.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -136260.093750 Penalty: 2371.774658
	Iteration 1F: 3 clusters Score -136260.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -136399.500000 Penalty: 2371.774658
	Iteration 2F: 3 clusters Score -136399.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136509.843750 Penalty: 2371.774658
	Iteration 3F: 3 clusters Score -136509.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -136602.671875 Penalty: 2371.774658
	Iteration 4F: 3 clusters Score -136602.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -136682.093750 Penalty: 2371.774658
	Iteration 5Q: 3 clusters Score -136682.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136741.546875 Penalty: 2371.774658
	Iteration 6Q: 3 clusters Score -136741.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136806.812500 Penalty: 2371.774658
	Iteration 7Q: 3 clusters Score -136806.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136864.937500 Penalty: 2371.774658
	Iteration 8Q: 3 clusters Score -136864.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -136928.171875 Penalty: 2371.774658
	Iteration 9Q: 3 clusters Score -136928.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -136985.359375 Penalty: 2371.774658
	Iteration 10Q: 3 clusters Score -136985.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -137019.890625 Penalty: 2371.774658
	Iteration 11Q: 3 clusters Score -137019.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137034.906250 Penalty: 2371.774658
	Iteration 12Q: 3 clusters Score -137034.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -137047.078125 Penalty: 2371.774658
	Iteration 13Q: 3 clusters Score -137047.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -137060.515625 Penalty: 2371.774658
	Iteration 14Q: 3 clusters Score -137060.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -137076.812500 Penalty: 2371.774658
	Iteration 15Q: 3 clusters Score -137076.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -137098.828125 Penalty: 2371.774658
	Iteration 16Q: 3 clusters Score -137098.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -137119.390625 Penalty: 2371.774658
	Iteration 17Q: 3 clusters Score -137119.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -137132.578125 Penalty: 2371.774658
	Iteration 18Q: 3 clusters Score -137132.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -137139.453125 Penalty: 2371.774658
	Iteration 19Q: 3 clusters Score -137139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -137148.718750 Penalty: 2371.774658
	Iteration 20F: 3 clusters Score -137148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -137159.156250 Penalty: 2371.774658
	Iteration 21Q: 3 clusters Score -137159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -137160.593750 Penalty: 2371.774658
	Iteration 22Q: 3 clusters Score -137160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -137161.078125 Penalty: 2371.774658
	Iteration 23Q: 3 clusters Score -137161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -137161.078125 Penalty: 2371.774658
	Iteration 24F: 3 clusters Score -137161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Entering Unmasked Estep 
Score: -2266928.750000 Penalty: 1624.360840
	Iteration 0F: 2 clusters Score -2266929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2251923.750000 Penalty: 3248.721680
	Iteration 0F: 3 clusters Score -2251924 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2257401.250000 Penalty: 3248.721680
	Iteration 1F: 3 clusters Score -2257401 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2257854.500000 Penalty: 3248.721680
	Iteration 2F: 3 clusters Score -2257854 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2258374.250000 Penalty: 3248.721680
	Iteration 3Q: 3 clusters Score -2258374 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2259111.750000 Penalty: 3248.721680
	Iteration 4F: 3 clusters Score -2259112 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2260135.500000 Penalty: 3248.721680
	Iteration 5F: 3 clusters Score -2260136 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2261394.250000 Penalty: 3248.721680
	Iteration 6F: 3 clusters Score -2261394 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2262756.750000 Penalty: 3248.721680
	Iteration 7F: 3 clusters Score -2262757 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2263937.000000 Penalty: 3248.721680
	Iteration 8F: 3 clusters Score -2263937 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2264679.750000 Penalty: 3248.721680
	Iteration 9Q: 3 clusters Score -2264680 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2265045.750000 Penalty: 3248.721680
	Iteration 10Q: 3 clusters Score -2265046 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2265240.250000 Penalty: 3248.721680
	Iteration 11Q: 3 clusters Score -2265240 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2265345.750000 Penalty: 3248.721680
	Iteration 12Q: 3 clusters Score -2265346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2265410.000000 Penalty: 3248.721680
	Iteration 13Q: 3 clusters Score -2265410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2265442.750000 Penalty: 3248.721680
	Iteration 14Q: 3 clusters Score -2265443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2265467.500000 Penalty: 3248.721680
	Iteration 15Q: 3 clusters Score -2265468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2265481.750000 Penalty: 3248.721680
	Iteration 16Q: 3 clusters Score -2265482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2265488.750000 Penalty: 3248.721680
	Iteration 17Q: 3 clusters Score -2265489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2265503.500000 Penalty: 3248.721680
	Iteration 18Q: 3 clusters Score -2265504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2265506.250000 Penalty: 3248.721680
	Iteration 19Q: 3 clusters Score -2265506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2265516.750000 Penalty: 3248.721680
	Iteration 20F: 3 clusters Score -2265517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2265523.000000 Penalty: 3248.721680
	Iteration 21Q: 3 clusters Score -2265523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2265527.250000 Penalty: 3248.721680
	Iteration 22Q: 3 clusters Score -2265527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2265528.500000 Penalty: 3248.721680
	Iteration 23Q: 3 clusters Score -2265528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2265534.500000 Penalty: 3248.721680
	Iteration 24Q: 3 clusters Score -2265534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2265534.500000 Penalty: 3248.721680
	Iteration 25F: 3 clusters Score -2265534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Entering Unmasked Estep 
Score: -518619.937500 Penalty: 1396.940796
	Iteration 0F: 2 clusters Score -518619.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -514421.250000 Penalty: 2793.881592
	Iteration 0F: 3 clusters Score -514421.2 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -515637.781250 Penalty: 2793.881592
	Iteration 1F: 3 clusters Score -515637.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -516025.718750 Penalty: 2793.881592
	Iteration 2F: 3 clusters Score -516025.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -516396.718750 Penalty: 2793.881592
	Iteration 3F: 3 clusters Score -516396.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -516750.375000 Penalty: 2793.881592
	Iteration 4F: 3 clusters Score -516750.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -517103.125000 Penalty: 2793.881592
	Iteration 5F: 3 clusters Score -517103.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -517460.781250 Penalty: 2793.881592
	Iteration 6F: 3 clusters Score -517460.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -517772.406250 Penalty: 2793.881592
	Iteration 7F: 3 clusters Score -517772.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -517976.687500 Penalty: 2793.881592
	Iteration 8Q: 3 clusters Score -517976.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -518103.156250 Penalty: 2793.881592
	Iteration 9Q: 3 clusters Score -518103.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -518194.000000 Penalty: 2793.881592
	Iteration 10Q: 3 clusters Score -518194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -518243.000000 Penalty: 2793.881592
	Iteration 11Q: 3 clusters Score -518243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -518276.687500 Penalty: 2793.881592
	Iteration 12Q: 3 clusters Score -518276.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -518296.843750 Penalty: 2793.881592
	Iteration 13Q: 3 clusters Score -518296.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -518308.531250 Penalty: 2793.881592
	Iteration 14Q: 3 clusters Score -518308.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -518317.218750 Penalty: 2793.881592
	Iteration 15Q: 3 clusters Score -518317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -518321.750000 Penalty: 2793.881592
	Iteration 16Q: 3 clusters Score -518321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -518323.625000 Penalty: 2793.881592
	Iteration 17Q: 3 clusters Score -518323.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -518324.750000 Penalty: 2793.881592
	Iteration 18Q: 3 clusters Score -518324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -518326.531250 Penalty: 2793.881592
	Iteration 19Q: 3 clusters Score -518326.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -518329.125000 Penalty: 2793.881592
	Iteration 20F: 3 clusters Score -518329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -518329.562500 Penalty: 2793.881592
	Iteration 21Q: 3 clusters Score -518329.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -518329.562500 Penalty: 2793.881592
	Iteration 22F: 3 clusters Score -518329.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Entering Unmasked Estep 
Score: -5599448.500000 Penalty: 1778.180786
	Iteration 0F: 2 clusters Score -5599448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -5561450.500000 Penalty: 3556.361572
	Iteration 0F: 3 clusters Score -5561450 nChanged 26653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -5576924.500000 Penalty: 3556.361572
	Iteration 1F: 3 clusters Score -5576924 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -5577318.500000 Penalty: 3556.361572
	Iteration 2Q: 3 clusters Score -5577318 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -5577903.500000 Penalty: 3556.361572
	Iteration 3Q: 3 clusters Score -5577904 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -5578744.000000 Penalty: 3556.361572
	Iteration 4Q: 3 clusters Score -5578744 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -5579898.500000 Penalty: 3556.361572
	Iteration 5Q: 3 clusters Score -5579898 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5581674.500000 Penalty: 3556.361572
	Iteration 6F: 3 clusters Score -5581674 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -5583997.000000 Penalty: 3556.361572
	Iteration 7F: 3 clusters Score -5583997 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -5586619.500000 Penalty: 3556.361572
	Iteration 8F: 3 clusters Score -5586620 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -5589072.000000 Penalty: 3556.361572
	Iteration 9F: 3 clusters Score -5589072 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -5591183.000000 Penalty: 3556.361572
	Iteration 10F: 3 clusters Score -5591183 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -5592972.500000 Penalty: 3556.361572
	Iteration 11Q: 3 clusters Score -5592972 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5594495.000000 Penalty: 3556.361572
	Iteration 12Q: 3 clusters Score -5594495 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5595619.000000 Penalty: 3556.361572
	Iteration 13Q: 3 clusters Score -5595619 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5596499.000000 Penalty: 3556.361572
	Iteration 14Q: 3 clusters Score -5596499 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5597053.500000 Penalty: 3556.361572
	Iteration 15Q: 3 clusters Score -5597054 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5597373.500000 Penalty: 3556.361572
	Iteration 16Q: 3 clusters Score -5597374 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5597556.000000 Penalty: 3556.361572
	Iteration 17Q: 3 clusters Score -5597556 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5597671.000000 Penalty: 3556.361572
	Iteration 18Q: 3 clusters Score -5597671 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5597744.500000 Penalty: 3556.361572
	Iteration 19Q: 3 clusters Score -5597744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5597804.500000 Penalty: 3556.361572
	Iteration 20F: 3 clusters Score -5597804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5597833.500000 Penalty: 3556.361572
	Iteration 21Q: 3 clusters Score -5597834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5597863.500000 Penalty: 3556.361572
	Iteration 22Q: 3 clusters Score -5597864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5597879.000000 Penalty: 3556.361572
	Iteration 23Q: 3 clusters Score -5597879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5597897.000000 Penalty: 3556.361572
	Iteration 24Q: 3 clusters Score -5597897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5597926.000000 Penalty: 3556.361572
	Iteration 25Q: 3 clusters Score -5597926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5597942.000000 Penalty: 3556.361572
	Iteration 26Q: 3 clusters Score -5597942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5597958.000000 Penalty: 3556.361572
	Iteration 27Q: 3 clusters Score -5597958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5597972.000000 Penalty: 3556.361572
	Iteration 28Q: 3 clusters Score -5597972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5597979.500000 Penalty: 3556.361572
	Iteration 29Q: 3 clusters Score -5597980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5597990.000000 Penalty: 3556.361572
	Iteration 30Q: 3 clusters Score -5597990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5597994.500000 Penalty: 3556.361572
	Iteration 31Q: 3 clusters Score -5597994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5597996.000000 Penalty: 3556.361572
	Iteration 32Q: 3 clusters Score -5597996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5598000.000000 Penalty: 3556.361572
	Iteration 33Q: 3 clusters Score -5598000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5598004.000000 Penalty: 3556.361572
	Iteration 34Q: 3 clusters Score -5598004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5598007.500000 Penalty: 3556.361572
	Iteration 35Q: 3 clusters Score -5598008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5598009.500000 Penalty: 3556.361572
	Iteration 36Q: 3 clusters Score -5598010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5598006.500000 Penalty: 3556.361572
	Iteration 37Q: 3 clusters Score -5598006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5598003.000000 Penalty: 3556.361572
	Iteration 38Q: 3 clusters Score -5598003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5598010.000000 Penalty: 3556.361572
	Iteration 39Q: 3 clusters Score -5598010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5598012.500000 Penalty: 3556.361572
	Iteration 40F: 3 clusters Score -5598012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5598005.000000 Penalty: 3556.361572
	Iteration 41Q: 3 clusters Score -5598005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5598006.500000 Penalty: 3556.361572
	Iteration 42Q: 3 clusters Score -5598006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5598008.000000 Penalty: 3556.361572
	Iteration 43Q: 3 clusters Score -5598008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5598010.500000 Penalty: 3556.361572
	Iteration 44Q: 3 clusters Score -5598010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5598015.000000 Penalty: 3556.361572
	Iteration 45Q: 3 clusters Score -5598015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5598013.000000 Penalty: 3556.361572
	Iteration 46Q: 3 clusters Score -5598013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5598013.500000 Penalty: 3556.361572
	Iteration 47Q: 3 clusters Score -5598014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5598013.500000 Penalty: 3556.361572
	Iteration 48Q: 3 clusters Score -5598014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5598009.000000 Penalty: 3556.361572
	Iteration 49Q: 3 clusters Score -5598009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5598009.000000 Penalty: 3556.361572
	Iteration 50F: 3 clusters Score -5598009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -189488.250000 Penalty: 1230.531738
	Iteration 0F: 2 clusters Score -189488.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -187411.140625 Penalty: 2461.063477
	Iteration 0F: 3 clusters Score -187411.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -187824.859375 Penalty: 2461.063477
	Iteration 1F: 3 clusters Score -187824.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -187945.578125 Penalty: 2461.063477
	Iteration 2F: 3 clusters Score -187945.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -188041.093750 Penalty: 2461.063477
	Iteration 3F: 3 clusters Score -188041.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -188106.093750 Penalty: 2461.063477
	Iteration 4Q: 3 clusters Score -188106.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -188149.687500 Penalty: 2461.063477
	Iteration 5Q: 3 clusters Score -188149.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -188193.234375 Penalty: 2461.063477
	Iteration 6Q: 3 clusters Score -188193.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -188233.625000 Penalty: 2461.063477
	Iteration 7Q: 3 clusters Score -188233.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -188264.031250 Penalty: 2461.063477
	Iteration 8Q: 3 clusters Score -188264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -188294.343750 Penalty: 2461.063477
	Iteration 9Q: 3 clusters Score -188294.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -188316.609375 Penalty: 2461.063477
	Iteration 10Q: 3 clusters Score -188316.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -188334.281250 Penalty: 2461.063477
	Iteration 11Q: 3 clusters Score -188334.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -188347.281250 Penalty: 2461.063477
	Iteration 12Q: 3 clusters Score -188347.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -188357.718750 Penalty: 2461.063477
	Iteration 13Q: 3 clusters Score -188357.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -188366.562500 Penalty: 2461.063477
	Iteration 14Q: 3 clusters Score -188366.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -188372.000000 Penalty: 2461.063477
	Iteration 15Q: 3 clusters Score -188372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -188378.015625 Penalty: 2461.063477
	Iteration 16Q: 3 clusters Score -188378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -188379.296875 Penalty: 2461.063477
	Iteration 17Q: 3 clusters Score -188379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -188379.796875 Penalty: 2461.063477
	Iteration 18Q: 3 clusters Score -188379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188380.171875 Penalty: 2461.063477
	Iteration 19Q: 3 clusters Score -188380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188380.171875 Penalty: 2461.063477
	Iteration 20F: 3 clusters Score -188380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (278945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278945 members 
Entering Unmasked Estep 
Score: -28294794.000000 Penalty: 2037.550049
	Iteration 0F: 2 clusters Score -2.829479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139510 members 
Mstep: Class 2 contains 139435 members 
Entering Unmasked Estep 
Score: -28110382.000000 Penalty: 4075.100098
	Iteration 0F: 3 clusters Score -2.811038e+07 nChanged 136091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 137312 members 
Entering Unmasked Estep 
Score: -28192700.000000 Penalty: 4075.100098
	Iteration 1F: 3 clusters Score -2.81927e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142950 members 
Mstep: Class 2 contains 135995 members 
Entering Unmasked Estep 
Score: -28195598.000000 Penalty: 4075.100098
	Iteration 2Q: 3 clusters Score -2.81956e+07 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 134584 members 
Entering Unmasked Estep 
Score: -28199628.000000 Penalty: 4075.100098
	Iteration 3Q: 3 clusters Score -2.819963e+07 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145962 members 
Mstep: Class 2 contains 132983 members 
Entering Unmasked Estep 
Score: -28204476.000000 Penalty: 4075.100098
	Iteration 4Q: 3 clusters Score -2.820448e+07 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147275 members 
Mstep: Class 2 contains 131670 members 
Entering Unmasked Estep 
Score: -28210424.000000 Penalty: 4075.100098
	Iteration 5Q: 3 clusters Score -2.821042e+07 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148012 members 
Mstep: Class 2 contains 130933 members 
Entering Unmasked Estep 
Score: -28217508.000000 Penalty: 4075.100098
	Iteration 6F: 3 clusters Score -2.821751e+07 nChanged 15525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Mstep: Class 2 contains 131074 members 
Entering Unmasked Estep 
Score: -28225618.000000 Penalty: 4075.100098
	Iteration 7F: 3 clusters Score -2.822562e+07 nChanged 15952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146701 members 
Mstep: Class 2 contains 132244 members 
Entering Unmasked Estep 
Score: -28234864.000000 Penalty: 4075.100098
	Iteration 8F: 3 clusters Score -2.823486e+07 nChanged 15604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 134264 members 
Entering Unmasked Estep 
Score: -28244088.000000 Penalty: 4075.100098
	Iteration 9F: 3 clusters Score -2.824409e+07 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142470 members 
Mstep: Class 2 contains 136475 members 
Entering Unmasked Estep 
Score: -28251036.000000 Penalty: 4075.100098
	Iteration 10Q: 3 clusters Score -2.825104e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140379 members 
Mstep: Class 2 contains 138566 members 
Entering Unmasked Estep 
Score: -28254690.000000 Penalty: 4075.100098
	Iteration 11Q: 3 clusters Score -2.825469e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138579 members 
Mstep: Class 2 contains 140366 members 
Entering Unmasked Estep 
Score: -28256186.000000 Penalty: 4075.100098
	Iteration 12Q: 3 clusters Score -2.825619e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136965 members 
Mstep: Class 2 contains 141980 members 
Entering Unmasked Estep 
Score: -28257094.000000 Penalty: 4075.100098
	Iteration 13Q: 3 clusters Score -2.825709e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135286 members 
Mstep: Class 2 contains 143659 members 
Entering Unmasked Estep 
Score: -28257552.000000 Penalty: 4075.100098
	Iteration 14Q: 3 clusters Score -2.825755e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133696 members 
Mstep: Class 2 contains 145249 members 
Entering Unmasked Estep 
Score: -28257958.000000 Penalty: 4075.100098
	Iteration 15Q: 3 clusters Score -2.825796e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132155 members 
Mstep: Class 2 contains 146790 members 
Entering Unmasked Estep 
Score: -28258392.000000 Penalty: 4075.100098
	Iteration 16Q: 3 clusters Score -2.825839e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130591 members 
Mstep: Class 2 contains 148354 members 
Entering Unmasked Estep 
Score: -28258930.000000 Penalty: 4075.100098
	Iteration 17Q: 3 clusters Score -2.825893e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128881 members 
Mstep: Class 2 contains 150064 members 
Entering Unmasked Estep 
Score: -28259326.000000 Penalty: 4075.100098
	Iteration 18Q: 3 clusters Score -2.825933e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127195 members 
Mstep: Class 2 contains 151750 members 
Entering Unmasked Estep 
Score: -28259718.000000 Penalty: 4075.100098
	Iteration 19Q: 3 clusters Score -2.825972e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125323 members 
Mstep: Class 2 contains 153622 members 
Entering Unmasked Estep 
Score: -28260154.000000 Penalty: 4075.100098
	Iteration 20F: 3 clusters Score -2.826015e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123436 members 
Mstep: Class 2 contains 155509 members 
Entering Unmasked Estep 
Score: -28260648.000000 Penalty: 4075.100098
	Iteration 21Q: 3 clusters Score -2.826065e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121647 members 
Mstep: Class 2 contains 157298 members 
Entering Unmasked Estep 
Score: -28261142.000000 Penalty: 4075.100098
	Iteration 22Q: 3 clusters Score -2.826114e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119730 members 
Mstep: Class 2 contains 159215 members 
Entering Unmasked Estep 
Score: -28261802.000000 Penalty: 4075.100098
	Iteration 23Q: 3 clusters Score -2.82618e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117735 members 
Mstep: Class 2 contains 161210 members 
Entering Unmasked Estep 
Score: -28262700.000000 Penalty: 4075.100098
	Iteration 24Q: 3 clusters Score -2.82627e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115740 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -28263322.000000 Penalty: 4075.100098
	Iteration 25Q: 3 clusters Score -2.826332e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113675 members 
Mstep: Class 2 contains 165270 members 
Entering Unmasked Estep 
Score: -28263784.000000 Penalty: 4075.100098
	Iteration 26Q: 3 clusters Score -2.826378e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 167400 members 
Entering Unmasked Estep 
Score: -28264426.000000 Penalty: 4075.100098
	Iteration 27Q: 3 clusters Score -2.826443e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109434 members 
Mstep: Class 2 contains 169511 members 
Entering Unmasked Estep 
Score: -28265308.000000 Penalty: 4075.100098
	Iteration 28Q: 3 clusters Score -2.826531e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 171588 members 
Entering Unmasked Estep 
Score: -28265988.000000 Penalty: 4075.100098
	Iteration 29Q: 3 clusters Score -2.826599e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 173618 members 
Entering Unmasked Estep 
Score: -28266584.000000 Penalty: 4075.100098
	Iteration 30Q: 3 clusters Score -2.826658e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 175635 members 
Entering Unmasked Estep 
Score: -28267048.000000 Penalty: 4075.100098
	Iteration 31Q: 3 clusters Score -2.826705e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101351 members 
Mstep: Class 2 contains 177594 members 
Entering Unmasked Estep 
Score: -28267824.000000 Penalty: 4075.100098
	Iteration 32Q: 3 clusters Score -2.826782e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99467 members 
Mstep: Class 2 contains 179478 members 
Entering Unmasked Estep 
Score: -28268550.000000 Penalty: 4075.100098
	Iteration 33Q: 3 clusters Score -2.826855e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97519 members 
Mstep: Class 2 contains 181426 members 
Entering Unmasked Estep 
Score: -28269124.000000 Penalty: 4075.100098
	Iteration 34Q: 3 clusters Score -2.826912e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95672 members 
Mstep: Class 2 contains 183273 members 
Entering Unmasked Estep 
Score: -28269774.000000 Penalty: 4075.100098
	Iteration 35Q: 3 clusters Score -2.826977e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 185054 members 
Entering Unmasked Estep 
Score: -28270260.000000 Penalty: 4075.100098
	Iteration 36Q: 3 clusters Score -2.827026e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 186867 members 
Entering Unmasked Estep 
Score: -28270792.000000 Penalty: 4075.100098
	Iteration 37Q: 3 clusters Score -2.827079e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 188655 members 
Entering Unmasked Estep 
Score: -28271310.000000 Penalty: 4075.100098
	Iteration 38Q: 3 clusters Score -2.827131e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 190339 members 
Entering Unmasked Estep 
Score: -28271834.000000 Penalty: 4075.100098
	Iteration 39Q: 3 clusters Score -2.827183e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 191998 members 
Entering Unmasked Estep 
Score: -28272362.000000 Penalty: 4075.100098
	Iteration 40F: 3 clusters Score -2.827236e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -28272942.000000 Penalty: 4075.100098
	Iteration 41Q: 3 clusters Score -2.827294e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 195288 members 
Entering Unmasked Estep 
Score: -28273456.000000 Penalty: 4075.100098
	Iteration 42Q: 3 clusters Score -2.827346e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 196966 members 
Entering Unmasked Estep 
Score: -28274046.000000 Penalty: 4075.100098
	Iteration 43Q: 3 clusters Score -2.827405e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 198552 members 
Entering Unmasked Estep 
Score: -28274600.000000 Penalty: 4075.100098
	Iteration 44Q: 3 clusters Score -2.82746e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 200151 members 
Entering Unmasked Estep 
Score: -28275004.000000 Penalty: 4075.100098
	Iteration 45Q: 3 clusters Score -2.8275e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 201733 members 
Entering Unmasked Estep 
Score: -28275412.000000 Penalty: 4075.100098
	Iteration 46Q: 3 clusters Score -2.827541e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 203307 members 
Entering Unmasked Estep 
Score: -28275896.000000 Penalty: 4075.100098
	Iteration 47Q: 3 clusters Score -2.82759e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 204868 members 
Entering Unmasked Estep 
Score: -28276448.000000 Penalty: 4075.100098
	Iteration 48Q: 3 clusters Score -2.827645e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 206510 members 
Entering Unmasked Estep 
Score: -28276948.000000 Penalty: 4075.100098
	Iteration 49Q: 3 clusters Score -2.827695e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 208233 members 
Entering Unmasked Estep 
Score: -28277620.000000 Penalty: 4075.100098
	Iteration 50Q: 3 clusters Score -2.827762e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 210003 members 
Entering Unmasked Estep 
Score: -28278270.000000 Penalty: 4075.100098
	Iteration 51Q: 3 clusters Score -2.827827e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 211808 members 
Entering Unmasked Estep 
Score: -28278884.000000 Penalty: 4075.100098
	Iteration 52Q: 3 clusters Score -2.827888e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 213647 members 
Entering Unmasked Estep 
Score: -28279390.000000 Penalty: 4075.100098
	Iteration 53Q: 3 clusters Score -2.827939e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 215484 members 
Entering Unmasked Estep 
Score: -28279972.000000 Penalty: 4075.100098
	Iteration 54Q: 3 clusters Score -2.827997e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 217265 members 
Entering Unmasked Estep 
Score: -28280410.000000 Penalty: 4075.100098
	Iteration 55Q: 3 clusters Score -2.828041e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 219082 members 
Entering Unmasked Estep 
Score: -28280918.000000 Penalty: 4075.100098
	Iteration 56Q: 3 clusters Score -2.828092e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 220933 members 
Entering Unmasked Estep 
Score: -28281360.000000 Penalty: 4075.100098
	Iteration 57Q: 3 clusters Score -2.828136e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 222855 members 
Entering Unmasked Estep 
Score: -28281768.000000 Penalty: 4075.100098
	Iteration 58Q: 3 clusters Score -2.828177e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 224772 members 
Entering Unmasked Estep 
Score: -28282174.000000 Penalty: 4075.100098
	Iteration 59Q: 3 clusters Score -2.828217e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 226806 members 
Entering Unmasked Estep 
Score: -28282766.000000 Penalty: 4075.100098
	Iteration 60F: 3 clusters Score -2.828277e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 228953 members 
Entering Unmasked Estep 
Score: -28283296.000000 Penalty: 4075.100098
	Iteration 61Q: 3 clusters Score -2.82833e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 231057 members 
Entering Unmasked Estep 
Score: -28283692.000000 Penalty: 4075.100098
	Iteration 62Q: 3 clusters Score -2.828369e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 233246 members 
Entering Unmasked Estep 
Score: -28284210.000000 Penalty: 4075.100098
	Iteration 63Q: 3 clusters Score -2.828421e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 235452 members 
Entering Unmasked Estep 
Score: -28284854.000000 Penalty: 4075.100098
	Iteration 64Q: 3 clusters Score -2.828485e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 237628 members 
Entering Unmasked Estep 
Score: -28285278.000000 Penalty: 4075.100098
	Iteration 65Q: 3 clusters Score -2.828528e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 239749 members 
Entering Unmasked Estep 
Score: -28285966.000000 Penalty: 4075.100098
	Iteration 66Q: 3 clusters Score -2.828597e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 241947 members 
Entering Unmasked Estep 
Score: -28286538.000000 Penalty: 4075.100098
	Iteration 67Q: 3 clusters Score -2.828654e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 244054 members 
Entering Unmasked Estep 
Score: -28287112.000000 Penalty: 4075.100098
	Iteration 68Q: 3 clusters Score -2.828711e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 246174 members 
Entering Unmasked Estep 
Score: -28287780.000000 Penalty: 4075.100098
	Iteration 69Q: 3 clusters Score -2.828778e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 248291 members 
Entering Unmasked Estep 
Score: -28288322.000000 Penalty: 4075.100098
	Iteration 70Q: 3 clusters Score -2.828832e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 250309 members 
Entering Unmasked Estep 
Score: -28288912.000000 Penalty: 4075.100098
	Iteration 71Q: 3 clusters Score -2.828891e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 252207 members 
Entering Unmasked Estep 
Score: -28289536.000000 Penalty: 4075.100098
	Iteration 72Q: 3 clusters Score -2.828954e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 254115 members 
Entering Unmasked Estep 
Score: -28290070.000000 Penalty: 4075.100098
	Iteration 73Q: 3 clusters Score -2.829007e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 255892 members 
Entering Unmasked Estep 
Score: -28290396.000000 Penalty: 4075.100098
	Iteration 74Q: 3 clusters Score -2.82904e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 257520 members 
Entering Unmasked Estep 
Score: -28290832.000000 Penalty: 4075.100098
	Iteration 75Q: 3 clusters Score -2.829083e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 259082 members 
Entering Unmasked Estep 
Score: -28291222.000000 Penalty: 4075.100098
	Iteration 76Q: 3 clusters Score -2.829122e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 260569 members 
Entering Unmasked Estep 
Score: -28291448.000000 Penalty: 4075.100098
	Iteration 77Q: 3 clusters Score -2.829145e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 261926 members 
Entering Unmasked Estep 
Score: -28291744.000000 Penalty: 4075.100098
	Iteration 78Q: 3 clusters Score -2.829174e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 263170 members 
Entering Unmasked Estep 
Score: -28292172.000000 Penalty: 4075.100098
	Iteration 79Q: 3 clusters Score -2.829217e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 264287 members 
Entering Unmasked Estep 
Score: -28292460.000000 Penalty: 4075.100098
	Iteration 80F: 3 clusters Score -2.829246e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 265279 members 
Entering Unmasked Estep 
Score: -28292762.000000 Penalty: 4075.100098
	Iteration 81Q: 3 clusters Score -2.829276e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 266170 members 
Entering Unmasked Estep 
Score: -28293006.000000 Penalty: 4075.100098
	Iteration 82Q: 3 clusters Score -2.829301e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 267007 members 
Entering Unmasked Estep 
Score: -28293144.000000 Penalty: 4075.100098
	Iteration 83Q: 3 clusters Score -2.829314e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 267796 members 
Entering Unmasked Estep 
Score: -28293386.000000 Penalty: 4075.100098
	Iteration 84Q: 3 clusters Score -2.829339e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 268530 members 
Entering Unmasked Estep 
Score: -28293524.000000 Penalty: 4075.100098
	Iteration 85Q: 3 clusters Score -2.829352e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 269155 members 
Entering Unmasked Estep 
Score: -28293606.000000 Penalty: 4075.100098
	Iteration 86Q: 3 clusters Score -2.829361e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 269690 members 
Entering Unmasked Estep 
Score: -28293724.000000 Penalty: 4075.100098
	Iteration 87Q: 3 clusters Score -2.829372e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 270179 members 
Entering Unmasked Estep 
Score: -28293748.000000 Penalty: 4075.100098
	Iteration 88Q: 3 clusters Score -2.829375e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 270636 members 
Entering Unmasked Estep 
Score: -28293732.000000 Penalty: 4075.100098
	Iteration 89Q: 3 clusters Score -2.829373e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 271057 members 
Entering Unmasked Estep 
Score: -28293814.000000 Penalty: 4075.100098
	Iteration 90Q: 3 clusters Score -2.829381e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 271456 members 
Entering Unmasked Estep 
Score: -28293920.000000 Penalty: 4075.100098
	Iteration 91Q: 3 clusters Score -2.829392e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 271783 members 
Entering Unmasked Estep 
Score: -28293952.000000 Penalty: 4075.100098
	Iteration 92Q: 3 clusters Score -2.829395e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 272069 members 
Entering Unmasked Estep 
Score: -28293974.000000 Penalty: 4075.100098
	Iteration 93Q: 3 clusters Score -2.829397e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 272310 members 
Entering Unmasked Estep 
Score: -28293922.000000 Penalty: 4075.100098
	Iteration 94Q: 3 clusters Score -2.829392e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 272509 members 
Entering Unmasked Estep 
Score: -28293926.000000 Penalty: 4075.100098
	Iteration 95Q: 3 clusters Score -2.829393e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 272696 members 
Entering Unmasked Estep 
Score: -28293982.000000 Penalty: 4075.100098
	Iteration 96Q: 3 clusters Score -2.829398e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 272868 members 
Entering Unmasked Estep 
Score: -28293998.000000 Penalty: 4075.100098
	Iteration 97Q: 3 clusters Score -2.8294e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 273028 members 
Entering Unmasked Estep 
Score: -28293938.000000 Penalty: 4075.100098
	Iteration 98Q: 3 clusters Score -2.829394e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 273164 members 
Entering Unmasked Estep 
Score: -28293954.000000 Penalty: 4075.100098
	Iteration 99Q: 3 clusters Score -2.829395e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 273268 members 
Entering Unmasked Estep 
Score: -28293998.000000 Penalty: 4075.100098
	Iteration 100F: 3 clusters Score -2.8294e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 273358 members 
Entering Unmasked Estep 
Score: -28294014.000000 Penalty: 4075.100098
	Iteration 101Q: 3 clusters Score -2.829401e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 273432 members 
Entering Unmasked Estep 
Score: -28294020.000000 Penalty: 4075.100098
	Iteration 102Q: 3 clusters Score -2.829402e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 273508 members 
Entering Unmasked Estep 
Score: -28294074.000000 Penalty: 4075.100098
	Iteration 103Q: 3 clusters Score -2.829407e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 273587 members 
Entering Unmasked Estep 
Score: -28294082.000000 Penalty: 4075.100098
	Iteration 104Q: 3 clusters Score -2.829408e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 273643 members 
Entering Unmasked Estep 
Score: -28294138.000000 Penalty: 4075.100098
	Iteration 105Q: 3 clusters Score -2.829414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 273688 members 
Entering Unmasked Estep 
Score: -28294116.000000 Penalty: 4075.100098
	Iteration 106Q: 3 clusters Score -2.829412e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 273742 members 
Entering Unmasked Estep 
Score: -28294120.000000 Penalty: 4075.100098
	Iteration 107Q: 3 clusters Score -2.829412e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 273798 members 
Entering Unmasked Estep 
Score: -28294098.000000 Penalty: 4075.100098
	Iteration 108Q: 3 clusters Score -2.82941e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 273858 members 
Entering Unmasked Estep 
Score: -28294122.000000 Penalty: 4075.100098
	Iteration 109Q: 3 clusters Score -2.829412e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 273917 members 
Entering Unmasked Estep 
Score: -28294138.000000 Penalty: 4075.100098
	Iteration 110Q: 3 clusters Score -2.829414e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 273986 members 
Entering Unmasked Estep 
Score: -28294162.000000 Penalty: 4075.100098
	Iteration 111Q: 3 clusters Score -2.829416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 274039 members 
Entering Unmasked Estep 
Score: -28294148.000000 Penalty: 4075.100098
	Iteration 112Q: 3 clusters Score -2.829415e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 274092 members 
Entering Unmasked Estep 
Score: -28294180.000000 Penalty: 4075.100098
	Iteration 113Q: 3 clusters Score -2.829418e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 274135 members 
Entering Unmasked Estep 
Score: -28294216.000000 Penalty: 4075.100098
	Iteration 114Q: 3 clusters Score -2.829422e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 274178 members 
Entering Unmasked Estep 
Score: -28294228.000000 Penalty: 4075.100098
	Iteration 115Q: 3 clusters Score -2.829423e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 274216 members 
Entering Unmasked Estep 
Score: -28294230.000000 Penalty: 4075.100098
	Iteration 116Q: 3 clusters Score -2.829423e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 274254 members 
Entering Unmasked Estep 
Score: -28294248.000000 Penalty: 4075.100098
	Iteration 117Q: 3 clusters Score -2.829425e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 274283 members 
Entering Unmasked Estep 
Score: -28294268.000000 Penalty: 4075.100098
	Iteration 118Q: 3 clusters Score -2.829427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 274301 members 
Entering Unmasked Estep 
Score: -28294266.000000 Penalty: 4075.100098
	Iteration 119Q: 3 clusters Score -2.829427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 274323 members 
Entering Unmasked Estep 
Score: -28294276.000000 Penalty: 4075.100098
	Iteration 120F: 3 clusters Score -2.829428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 274341 members 
Entering Unmasked Estep 
Score: -28294260.000000 Penalty: 4075.100098
	Iteration 121Q: 3 clusters Score -2.829426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 274351 members 
Entering Unmasked Estep 
Score: -28294292.000000 Penalty: 4075.100098
	Iteration 122Q: 3 clusters Score -2.829429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 274357 members 
Entering Unmasked Estep 
Score: -28294276.000000 Penalty: 4075.100098
	Iteration 123Q: 3 clusters Score -2.829428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 274360 members 
Entering Unmasked Estep 
Score: -28294264.000000 Penalty: 4075.100098
	Iteration 124Q: 3 clusters Score -2.829426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 274363 members 
Entering Unmasked Estep 
Score: -28294274.000000 Penalty: 4075.100098
	Iteration 125Q: 3 clusters Score -2.829427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 274370 members 
Entering Unmasked Estep 
Score: -28294284.000000 Penalty: 4075.100098
	Iteration 126Q: 3 clusters Score -2.829428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 274375 members 
Entering Unmasked Estep 
Score: -28294268.000000 Penalty: 4075.100098
	Iteration 127Q: 3 clusters Score -2.829427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 274384 members 
Entering Unmasked Estep 
Score: -28294280.000000 Penalty: 4075.100098
	Iteration 128Q: 3 clusters Score -2.829428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 274392 members 
Entering Unmasked Estep 
Score: -28294264.000000 Penalty: 4075.100098
	Iteration 129Q: 3 clusters Score -2.829426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 274406 members 
Entering Unmasked Estep 
Score: -28294262.000000 Penalty: 4075.100098
	Iteration 130Q: 3 clusters Score -2.829426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 274419 members 
Entering Unmasked Estep 
Score: -28294252.000000 Penalty: 4075.100098
	Iteration 131Q: 3 clusters Score -2.829425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 274429 members 
Entering Unmasked Estep 
Score: -28294264.000000 Penalty: 4075.100098
	Iteration 132Q: 3 clusters Score -2.829426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 274436 members 
Entering Unmasked Estep 
Score: -28294264.000000 Penalty: 4075.100098
	Iteration 133Q: 3 clusters Score -2.829426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 274443 members 
Entering Unmasked Estep 
Score: -28294260.000000 Penalty: 4075.100098
	Iteration 134Q: 3 clusters Score -2.829426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 274450 members 
Entering Unmasked Estep 
Score: -28294228.000000 Penalty: 4075.100098
	Iteration 135Q: 3 clusters Score -2.829423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 274463 members 
Entering Unmasked Estep 
Score: -28294250.000000 Penalty: 4075.100098
	Iteration 136Q: 3 clusters Score -2.829425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 274468 members 
Entering Unmasked Estep 
Score: -28294246.000000 Penalty: 4075.100098
	Iteration 137Q: 3 clusters Score -2.829425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 274473 members 
Entering Unmasked Estep 
Score: -28294230.000000 Penalty: 4075.100098
	Iteration 138Q: 3 clusters Score -2.829423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 274473 members 
Entering Unmasked Estep 
Score: -28294230.000000 Penalty: 4075.100098
	Iteration 139F: 3 clusters Score -2.829423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Entering Unmasked Estep 
Score: -4623851.000000 Penalty: 1740.133057
	Iteration 0F: 2 clusters Score -4623851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -4593921.500000 Penalty: 3480.266113
	Iteration 0F: 3 clusters Score -4593922 nChanged 20864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4605761.000000 Penalty: 3480.266113
	Iteration 1F: 3 clusters Score -4605761 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4606544.000000 Penalty: 3480.266113
	Iteration 2Q: 3 clusters Score -4606544 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -4607806.500000 Penalty: 3480.266113
	Iteration 3F: 3 clusters Score -4607806 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4609933.000000 Penalty: 3480.266113
	Iteration 4F: 3 clusters Score -4609933 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -4613216.000000 Penalty: 3480.266113
	Iteration 5F: 3 clusters Score -4613216 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -4617029.000000 Penalty: 3480.266113
	Iteration 6F: 3 clusters Score -4617029 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4619968.500000 Penalty: 3480.266113
	Iteration 7F: 3 clusters Score -4619968 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4621379.000000 Penalty: 3480.266113
	Iteration 8Q: 3 clusters Score -4621379 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4621928.000000 Penalty: 3480.266113
	Iteration 9Q: 3 clusters Score -4621928 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4622187.000000 Penalty: 3480.266113
	Iteration 10Q: 3 clusters Score -4622187 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4622282.500000 Penalty: 3480.266113
	Iteration 11Q: 3 clusters Score -4622282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4622341.500000 Penalty: 3480.266113
	Iteration 12Q: 3 clusters Score -4622342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4622379.000000 Penalty: 3480.266113
	Iteration 13Q: 3 clusters Score -4622379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4622397.500000 Penalty: 3480.266113
	Iteration 14Q: 3 clusters Score -4622398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4622413.000000 Penalty: 3480.266113
	Iteration 15Q: 3 clusters Score -4622413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4622420.000000 Penalty: 3480.266113
	Iteration 16Q: 3 clusters Score -4622420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4622431.000000 Penalty: 3480.266113
	Iteration 17Q: 3 clusters Score -4622431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4622433.000000 Penalty: 3480.266113
	Iteration 18Q: 3 clusters Score -4622433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4622445.000000 Penalty: 3480.266113
	Iteration 19Q: 3 clusters Score -4622445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4622458.000000 Penalty: 3480.266113
	Iteration 20F: 3 clusters Score -4622458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4622470.000000 Penalty: 3480.266113
	Iteration 21Q: 3 clusters Score -4622470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4622477.000000 Penalty: 3480.266113
	Iteration 22Q: 3 clusters Score -4622477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4622483.000000 Penalty: 3480.266113
	Iteration 23Q: 3 clusters Score -4622483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4622487.000000 Penalty: 3480.266113
	Iteration 24Q: 3 clusters Score -4622487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4622492.000000 Penalty: 3480.266113
	Iteration 25Q: 3 clusters Score -4622492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4622495.500000 Penalty: 3480.266113
	Iteration 26Q: 3 clusters Score -4622496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4622495.500000 Penalty: 3480.266113
	Iteration 27Q: 3 clusters Score -4622496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4622502.500000 Penalty: 3480.266113
	Iteration 28Q: 3 clusters Score -4622502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4622504.000000 Penalty: 3480.266113
	Iteration 29Q: 3 clusters Score -4622504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4622504.000000 Penalty: 3480.266113
	Iteration 30Q: 3 clusters Score -4622504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4622504.500000 Penalty: 3480.266113
	Iteration 31Q: 3 clusters Score -4622504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4622510.000000 Penalty: 3480.266113
	Iteration 32Q: 3 clusters Score -4622510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4622511.500000 Penalty: 3480.266113
	Iteration 33Q: 3 clusters Score -4622512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4622511.000000 Penalty: 3480.266113
	Iteration 34Q: 3 clusters Score -4622511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4622509.000000 Penalty: 3480.266113
	Iteration 35Q: 3 clusters Score -4622509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4622515.000000 Penalty: 3480.266113
	Iteration 36Q: 3 clusters Score -4622515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4622518.000000 Penalty: 3480.266113
	Iteration 37Q: 3 clusters Score -4622518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4622518.000000 Penalty: 3480.266113
	Iteration 38F: 3 clusters Score -4622518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -426121.031250 Penalty: 1346.805176
	Iteration 0F: 2 clusters Score -426121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -422773.125000 Penalty: 2693.610352
	Iteration 0F: 3 clusters Score -422773.1 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -423560.937500 Penalty: 2693.610352
	Iteration 1F: 3 clusters Score -423560.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -423689.312500 Penalty: 2693.610352
	Iteration 2F: 3 clusters Score -423689.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -423784.000000 Penalty: 2693.610352
	Iteration 3Q: 3 clusters Score -423784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -423855.468750 Penalty: 2693.610352
	Iteration 4Q: 3 clusters Score -423855.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -423903.937500 Penalty: 2693.610352
	Iteration 5Q: 3 clusters Score -423903.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -423939.687500 Penalty: 2693.610352
	Iteration 6Q: 3 clusters Score -423939.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -423962.843750 Penalty: 2693.610352
	Iteration 7Q: 3 clusters Score -423962.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -423982.406250 Penalty: 2693.610352
	Iteration 8Q: 3 clusters Score -423982.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -424001.187500 Penalty: 2693.610352
	Iteration 9Q: 3 clusters Score -424001.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -424017.406250 Penalty: 2693.610352
	Iteration 10Q: 3 clusters Score -424017.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -424034.906250 Penalty: 2693.610352
	Iteration 11Q: 3 clusters Score -424034.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -424050.843750 Penalty: 2693.610352
	Iteration 12Q: 3 clusters Score -424050.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -424062.531250 Penalty: 2693.610352
	Iteration 13Q: 3 clusters Score -424062.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -424074.312500 Penalty: 2693.610352
	Iteration 14Q: 3 clusters Score -424074.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -424085.625000 Penalty: 2693.610352
	Iteration 15Q: 3 clusters Score -424085.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -424096.250000 Penalty: 2693.610352
	Iteration 16Q: 3 clusters Score -424096.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -424105.687500 Penalty: 2693.610352
	Iteration 17Q: 3 clusters Score -424105.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -424115.093750 Penalty: 2693.610352
	Iteration 18Q: 3 clusters Score -424115.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -424124.656250 Penalty: 2693.610352
	Iteration 19Q: 3 clusters Score -424124.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -424135.593750 Penalty: 2693.610352
	Iteration 20F: 3 clusters Score -424135.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -424144.031250 Penalty: 2693.610352
	Iteration 21Q: 3 clusters Score -424144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -424152.187500 Penalty: 2693.610352
	Iteration 22Q: 3 clusters Score -424152.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -424159.562500 Penalty: 2693.610352
	Iteration 23Q: 3 clusters Score -424159.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -424171.062500 Penalty: 2693.610352
	Iteration 24Q: 3 clusters Score -424171.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -424182.687500 Penalty: 2693.610352
	Iteration 25Q: 3 clusters Score -424182.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -424192.937500 Penalty: 2693.610352
	Iteration 26Q: 3 clusters Score -424192.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -424204.625000 Penalty: 2693.610352
	Iteration 27Q: 3 clusters Score -424204.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -424219.968750 Penalty: 2693.610352
	Iteration 28Q: 3 clusters Score -424220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -424237.250000 Penalty: 2693.610352
	Iteration 29Q: 3 clusters Score -424237.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -424251.593750 Penalty: 2693.610352
	Iteration 30Q: 3 clusters Score -424251.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -424268.656250 Penalty: 2693.610352
	Iteration 31Q: 3 clusters Score -424268.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -424284.093750 Penalty: 2693.610352
	Iteration 32Q: 3 clusters Score -424284.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -424300.187500 Penalty: 2693.610352
	Iteration 33Q: 3 clusters Score -424300.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -424313.156250 Penalty: 2693.610352
	Iteration 34Q: 3 clusters Score -424313.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -424329.937500 Penalty: 2693.610352
	Iteration 35Q: 3 clusters Score -424329.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -424344.250000 Penalty: 2693.610352
	Iteration 36Q: 3 clusters Score -424344.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -424358.718750 Penalty: 2693.610352
	Iteration 37Q: 3 clusters Score -424358.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -424380.468750 Penalty: 2693.610352
	Iteration 38Q: 3 clusters Score -424380.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -424403.000000 Penalty: 2693.610352
	Iteration 39Q: 3 clusters Score -424403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -424432.687500 Penalty: 2693.610352
	Iteration 40F: 3 clusters Score -424432.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -424471.281250 Penalty: 2693.610352
	Iteration 41Q: 3 clusters Score -424471.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -424502.875000 Penalty: 2693.610352
	Iteration 42Q: 3 clusters Score -424502.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -424543.812500 Penalty: 2693.610352
	Iteration 43Q: 3 clusters Score -424543.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -424586.156250 Penalty: 2693.610352
	Iteration 44Q: 3 clusters Score -424586.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -424618.031250 Penalty: 2693.610352
	Iteration 45Q: 3 clusters Score -424618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -424650.093750 Penalty: 2693.610352
	Iteration 46Q: 3 clusters Score -424650.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -424684.531250 Penalty: 2693.610352
	Iteration 47Q: 3 clusters Score -424684.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -424715.031250 Penalty: 2693.610352
	Iteration 48Q: 3 clusters Score -424715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -424753.687500 Penalty: 2693.610352
	Iteration 49Q: 3 clusters Score -424753.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -424791.500000 Penalty: 2693.610352
	Iteration 50Q: 3 clusters Score -424791.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -424833.875000 Penalty: 2693.610352
	Iteration 51Q: 3 clusters Score -424833.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -424868.531250 Penalty: 2693.610352
	Iteration 52Q: 3 clusters Score -424868.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -424893.312500 Penalty: 2693.610352
	Iteration 53Q: 3 clusters Score -424893.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -424910.968750 Penalty: 2693.610352
	Iteration 54Q: 3 clusters Score -424911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -424922.781250 Penalty: 2693.610352
	Iteration 55Q: 3 clusters Score -424922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -424933.468750 Penalty: 2693.610352
	Iteration 56Q: 3 clusters Score -424933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -424936.437500 Penalty: 2693.610352
	Iteration 57Q: 3 clusters Score -424936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -424940.093750 Penalty: 2693.610352
	Iteration 58Q: 3 clusters Score -424940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -424944.031250 Penalty: 2693.610352
	Iteration 59Q: 3 clusters Score -424944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -424944.593750 Penalty: 2693.610352
	Iteration 60F: 3 clusters Score -424944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 54029 members 
Mstep: Class 6 contains 279775 members 
Mstep: Class 7 contains 93085 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 21940 members 
Mstep: Class 10 contains 5413 members 
Mstep: Class 11 contains 56537 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 16 contains 278945 members 
Mstep: Class 18 contains 44735 members 
Mstep: Class 20 contains 3976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119440.000000 Penalty: 33526.671875
Iteration 79Q: 16 clusters Score -9.411944e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 3427 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 54198 members 
Mstep: Class 6 contains 279382 members 
Mstep: Class 7 contains 91672 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 21862 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 56580 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 16 contains 280732 members 
Mstep: Class 18 contains 44512 members 
Mstep: Class 20 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119384.000000 Penalty: 33526.671875
Iteration 80F: 16 clusters Score -9.411938e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 3445 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 54382 members 
Mstep: Class 6 contains 279063 members 
Mstep: Class 7 contains 90256 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 21788 members 
Mstep: Class 10 contains 5434 members 
Mstep: Class 11 contains 56619 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 16 contains 282388 members 
Mstep: Class 18 contains 44295 members 
Mstep: Class 20 contains 3891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119512.000000 Penalty: 33526.671875
Iteration 81Q: 16 clusters Score -9.411951e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 54545 members 
Mstep: Class 6 contains 278982 members 
Mstep: Class 7 contains 88775 members 
Mstep: Class 8 contains 1472 members 
Mstep: Class 9 contains 21726 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 56650 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 16 contains 283861 members 
Mstep: Class 18 contains 44106 members 
Mstep: Class 20 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119280.000000 Penalty: 33526.671875
Iteration 82Q: 16 clusters Score -9.411928e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 3482 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 279050 members 
Mstep: Class 7 contains 87249 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 21664 members 
Mstep: Class 10 contains 5442 members 
Mstep: Class 11 contains 56675 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 16 contains 285125 members 
Mstep: Class 18 contains 43968 members 
Mstep: Class 20 contains 3801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119432.000000 Penalty: 33526.671875
Iteration 83Q: 16 clusters Score -9.411943e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 54833 members 
Mstep: Class 6 contains 279220 members 
Mstep: Class 7 contains 85759 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 5445 members 
Mstep: Class 11 contains 56711 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 16 contains 286211 members 
Mstep: Class 18 contains 43872 members 
Mstep: Class 20 contains 3775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119624.000000 Penalty: 33526.671875
Iteration 84Q: 16 clusters Score -9.411962e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92058 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 54979 members 
Mstep: Class 6 contains 279499 members 
Mstep: Class 7 contains 84292 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 21536 members 
Mstep: Class 10 contains 5449 members 
Mstep: Class 11 contains 56743 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 16 contains 287174 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 20 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119984.000000 Penalty: 33526.671875
Iteration 85Q: 16 clusters Score -9.411998e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 3529 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 55098 members 
Mstep: Class 6 contains 279813 members 
Mstep: Class 7 contains 82894 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 21487 members 
Mstep: Class 10 contains 5454 members 
Mstep: Class 11 contains 56774 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 16 contains 288026 members 
Mstep: Class 18 contains 43778 members 
Mstep: Class 20 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120144.000000 Penalty: 33526.671875
Iteration 86Q: 16 clusters Score -9.412014e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92349 members 
Mstep: Class 2 contains 3545 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 55215 members 
Mstep: Class 6 contains 280176 members 
Mstep: Class 7 contains 81563 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 21437 members 
Mstep: Class 10 contains 5459 members 
Mstep: Class 11 contains 56784 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 16 contains 288812 members 
Mstep: Class 18 contains 43760 members 
Mstep: Class 20 contains 3707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120416.000000 Penalty: 33526.671875
Iteration 87Q: 16 clusters Score -9.412042e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92450 members 
Mstep: Class 2 contains 3579 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 55341 members 
Mstep: Class 6 contains 280591 members 
Mstep: Class 7 contains 80337 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 21392 members 
Mstep: Class 10 contains 5463 members 
Mstep: Class 11 contains 56794 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 16 contains 289425 members 
Mstep: Class 18 contains 43763 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120280.000000 Penalty: 33526.671875
Iteration 88Q: 16 clusters Score -9.412028e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92523 members 
Mstep: Class 2 contains 3616 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 55482 members 
Mstep: Class 6 contains 280998 members 
Mstep: Class 7 contains 79115 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 21353 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 56809 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 16 contains 290063 members 
Mstep: Class 18 contains 43755 members 
Mstep: Class 20 contains 3639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120488.000000 Penalty: 33526.671875
Iteration 89Q: 16 clusters Score -9.412049e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92564 members 
Mstep: Class 2 contains 3646 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 55605 members 
Mstep: Class 6 contains 281378 members 
Mstep: Class 7 contains 77953 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 21320 members 
Mstep: Class 10 contains 5467 members 
Mstep: Class 11 contains 56823 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 16 contains 290662 members 
Mstep: Class 18 contains 43785 members 
Mstep: Class 20 contains 3615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120480.000000 Penalty: 33526.671875
Iteration 90Q: 16 clusters Score -9.412048e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 3701 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 55727 members 
Mstep: Class 6 contains 281841 members 
Mstep: Class 7 contains 76790 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 21294 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 56822 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 16 contains 291192 members 
Mstep: Class 18 contains 43834 members 
Mstep: Class 20 contains 3580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120488.000000 Penalty: 33526.671875
Iteration 91Q: 16 clusters Score -9.412049e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 55839 members 
Mstep: Class 6 contains 282306 members 
Mstep: Class 7 contains 75626 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 10 contains 5473 members 
Mstep: Class 11 contains 56811 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 16 contains 291715 members 
Mstep: Class 18 contains 43883 members 
Mstep: Class 20 contains 3566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120200.000000 Penalty: 33526.671875
Iteration 92Q: 16 clusters Score -9.41202e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92629 members 
Mstep: Class 2 contains 3810 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 55959 members 
Mstep: Class 6 contains 282824 members 
Mstep: Class 7 contains 74527 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 21248 members 
Mstep: Class 10 contains 5476 members 
Mstep: Class 11 contains 56806 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 16 contains 292076 members 
Mstep: Class 18 contains 43943 members 
Mstep: Class 20 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120000.000000 Penalty: 33526.671875
Iteration 93Q: 16 clusters Score -9.412e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 56086 members 
Mstep: Class 6 contains 283456 members 
Mstep: Class 7 contains 73467 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 21246 members 
Mstep: Class 10 contains 5476 members 
Mstep: Class 11 contains 56797 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 16 contains 292265 members 
Mstep: Class 18 contains 43995 members 
Mstep: Class 20 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120256.000000 Penalty: 33526.671875
Iteration 94Q: 16 clusters Score -9.412026e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 56225 members 
Mstep: Class 6 contains 284122 members 
Mstep: Class 7 contains 72481 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 21235 members 
Mstep: Class 10 contains 5477 members 
Mstep: Class 11 contains 56787 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 16 contains 292320 members 
Mstep: Class 18 contains 44043 members 
Mstep: Class 20 contains 3491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120184.000000 Penalty: 33526.671875
Iteration 95Q: 16 clusters Score -9.412018e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 56371 members 
Mstep: Class 6 contains 284800 members 
Mstep: Class 7 contains 71520 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 21229 members 
Mstep: Class 10 contains 5478 members 
Mstep: Class 11 contains 56785 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 16 contains 292340 members 
Mstep: Class 18 contains 44097 members 
Mstep: Class 20 contains 3458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119928.000000 Penalty: 33526.671875
Iteration 96Q: 16 clusters Score -9.411993e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 56495 members 
Mstep: Class 6 contains 285391 members 
Mstep: Class 7 contains 70575 members 
Mstep: Class 8 contains 1426 members 
Mstep: Class 9 contains 21220 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 56780 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 16 contains 292447 members 
Mstep: Class 18 contains 44146 members 
Mstep: Class 20 contains 3428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119864.000000 Penalty: 33526.671875
Iteration 97Q: 16 clusters Score -9.411986e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 56607 members 
Mstep: Class 6 contains 285953 members 
Mstep: Class 7 contains 69643 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 21212 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 56770 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 16 contains 292579 members 
Mstep: Class 18 contains 44198 members 
Mstep: Class 20 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120080.000000 Penalty: 33526.671875
Iteration 98Q: 16 clusters Score -9.412008e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92734 members 
Mstep: Class 2 contains 4428 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 56699 members 
Mstep: Class 6 contains 286462 members 
Mstep: Class 7 contains 68737 members 
Mstep: Class 8 contains 1419 members 
Mstep: Class 9 contains 21217 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 56748 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 16 contains 292727 members 
Mstep: Class 18 contains 44249 members 
Mstep: Class 20 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119800.000000 Penalty: 33526.671875
Iteration 99Q: 16 clusters Score -9.41198e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 56800 members 
Mstep: Class 6 contains 287030 members 
Mstep: Class 7 contains 67842 members 
Mstep: Class 8 contains 1417 members 
Mstep: Class 9 contains 21228 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 56734 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 16 contains 292789 members 
Mstep: Class 18 contains 44309 members 
Mstep: Class 20 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119696.000000 Penalty: 33526.671875
Iteration 100F: 16 clusters Score -9.41197e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 56861 members 
Mstep: Class 6 contains 287586 members 
Mstep: Class 7 contains 66903 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 21236 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 56712 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 16 contains 292905 members 
Mstep: Class 18 contains 44366 members 
Mstep: Class 20 contains 3364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119800.000000 Penalty: 33526.671875
Iteration 101Q: 16 clusters Score -9.41198e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 56924 members 
Mstep: Class 6 contains 288085 members 
Mstep: Class 7 contains 65959 members 
Mstep: Class 8 contains 1403 members 
Mstep: Class 9 contains 21254 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 56682 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 16 contains 293050 members 
Mstep: Class 18 contains 44435 members 
Mstep: Class 20 contains 3331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119728.000000 Penalty: 33526.671875
Iteration 102Q: 16 clusters Score -9.411973e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 56994 members 
Mstep: Class 6 contains 288586 members 
Mstep: Class 7 contains 65026 members 
Mstep: Class 8 contains 1398 members 
Mstep: Class 9 contains 21273 members 
Mstep: Class 10 contains 5481 members 
Mstep: Class 11 contains 56650 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 16 contains 293186 members 
Mstep: Class 18 contains 44501 members 
Mstep: Class 20 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119696.000000 Penalty: 33526.671875
Iteration 103Q: 16 clusters Score -9.41197e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92548 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57075 members 
Mstep: Class 6 contains 289063 members 
Mstep: Class 7 contains 64103 members 
Mstep: Class 8 contains 1398 members 
Mstep: Class 9 contains 21288 members 
Mstep: Class 10 contains 5483 members 
Mstep: Class 11 contains 56617 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 16 contains 293297 members 
Mstep: Class 18 contains 44570 members 
Mstep: Class 20 contains 3254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94119824.000000 Penalty: 33526.671875
Iteration 104Q: 16 clusters Score -9.411982e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92469 members 
Mstep: Class 2 contains 5914 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57172 members 
Mstep: Class 6 contains 289518 members 
Mstep: Class 7 contains 63157 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 21304 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 56578 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 16 contains 293402 members 
Mstep: Class 18 contains 44663 members 
Mstep: Class 20 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120088.000000 Penalty: 33526.671875
Iteration 105Q: 16 clusters Score -9.412009e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 6308 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57256 members 
Mstep: Class 6 contains 290016 members 
Mstep: Class 7 contains 62139 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 21305 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 56532 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 16 contains 293513 members 
Mstep: Class 18 contains 44748 members 
Mstep: Class 20 contains 3184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94120392.000000 Penalty: 33526.671875
Iteration 106Q: 16 clusters Score -9.412039e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92353 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57328 members 
Mstep: Class 6 contains 290442 members 
Mstep: Class 7 contains 61045 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 21321 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 56493 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 16 contains 293602 members 
Mstep: Class 18 contains 44822 members 
Mstep: Class 20 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121176.000000 Penalty: 33526.671875
Iteration 107Q: 16 clusters Score -9.412118e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 7350 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57415 members 
Mstep: Class 6 contains 290862 members 
Mstep: Class 7 contains 59903 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 21346 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 56465 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 16 contains 293636 members 
Mstep: Class 18 contains 44936 members 
Mstep: Class 20 contains 3154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94121776.000000 Penalty: 33526.671875
Iteration 108Q: 16 clusters Score -9.412178e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57489 members 
Mstep: Class 6 contains 291243 members 
Mstep: Class 7 contains 58736 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 21365 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 56434 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 16 contains 293714 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 20 contains 3139 members 
Entering Unmasked Estep 
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Iteration 109Q: 16 clusters Score -9.412239e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 8624 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57554 members 
Mstep: Class 6 contains 291635 members 
Mstep: Class 7 contains 57566 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 21390 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 56397 members 
Mstep: Class 12 contains 1961 members 
Mstep: Class 16 contains 293750 members 
Mstep: Class 18 contains 45157 members 
Mstep: Class 20 contains 3128 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 16 clusters Score -9.41235e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 9222 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57629 members 
Mstep: Class 6 contains 291952 members 
Mstep: Class 7 contains 56473 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 21405 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 56358 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 16 contains 293841 members 
Mstep: Class 18 contains 45254 members 
Mstep: Class 20 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94124720.000000 Penalty: 33526.671875
Iteration 111Q: 16 clusters Score -9.412472e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57702 members 
Mstep: Class 6 contains 292264 members 
Mstep: Class 7 contains 55502 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 21430 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 56326 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 16 contains 293854 members 
Mstep: Class 18 contains 45314 members 
Mstep: Class 20 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 16 clusters Score -9.412599e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 10362 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 57772 members 
Mstep: Class 6 contains 292557 members 
Mstep: Class 7 contains 54666 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 21431 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 56292 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 16 contains 293809 members 
Mstep: Class 18 contains 45408 members 
Mstep: Class 20 contains 3086 members 
Entering Unmasked Estep 
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Iteration 113Q: 16 clusters Score -9.41275e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 10907 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 57864 members 
Mstep: Class 6 contains 292762 members 
Mstep: Class 7 contains 53848 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 21430 members 
Mstep: Class 10 contains 5487 members 
Mstep: Class 11 contains 56256 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 16 contains 293793 members 
Mstep: Class 18 contains 45506 members 
Mstep: Class 20 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94128808.000000 Penalty: 33526.671875
Iteration 114Q: 16 clusters Score -9.412881e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57929 members 
Mstep: Class 6 contains 292842 members 
Mstep: Class 7 contains 53310 members 
Mstep: Class 8 contains 1367 members 
Mstep: Class 9 contains 21427 members 
Mstep: Class 10 contains 5488 members 
Mstep: Class 11 contains 56235 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 16 contains 293668 members 
Mstep: Class 18 contains 45574 members 
Mstep: Class 20 contains 3086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94130352.000000 Penalty: 33526.671875
Iteration 115Q: 16 clusters Score -9.413035e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 11916 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58001 members 
Mstep: Class 6 contains 292914 members 
Mstep: Class 7 contains 52853 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 21427 members 
Mstep: Class 10 contains 5488 members 
Mstep: Class 11 contains 56207 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 16 contains 293503 members 
Mstep: Class 18 contains 45642 members 
Mstep: Class 20 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94131544.000000 Penalty: 33526.671875
Iteration 116Q: 16 clusters Score -9.413154e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91796 members 
Mstep: Class 2 contains 12284 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 58056 members 
Mstep: Class 6 contains 292925 members 
Mstep: Class 7 contains 52580 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21444 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 56173 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 16 contains 293359 members 
Mstep: Class 18 contains 45698 members 
Mstep: Class 20 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132168.000000 Penalty: 33526.671875
Iteration 117Q: 16 clusters Score -9.413217e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 12592 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 58087 members 
Mstep: Class 6 contains 292866 members 
Mstep: Class 7 contains 52425 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21454 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 56136 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 293253 members 
Mstep: Class 18 contains 45743 members 
Mstep: Class 20 contains 3070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94132632.000000 Penalty: 33526.671875
Iteration 118Q: 16 clusters Score -9.413263e+07 nChanged 2490
Entering ConstructFrom: 
Score: -94132632.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (91753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91753 members 
Entering Unmasked Estep 
Score: -9504633.000000 Penalty: 1856.863892
	Iteration 0F: 2 clusters Score -9504633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -9443313.000000 Penalty: 3713.727783
	Iteration 0F: 3 clusters Score -9443313 nChanged 43715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -9468286.000000 Penalty: 3713.727783
	Iteration 1F: 3 clusters Score -9468286 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -9468964.000000 Penalty: 3713.727783
	Iteration 2Q: 3 clusters Score -9468964 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -9469661.000000 Penalty: 3713.727783
	Iteration 3Q: 3 clusters Score -9469661 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -9470756.000000 Penalty: 3713.727783
	Iteration 4Q: 3 clusters Score -9470756 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -9472247.000000 Penalty: 3713.727783
	Iteration 5Q: 3 clusters Score -9472247 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -9474542.000000 Penalty: 3713.727783
	Iteration 6F: 3 clusters Score -9474542 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -9478035.000000 Penalty: 3713.727783
	Iteration 7F: 3 clusters Score -9478035 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -9483073.000000 Penalty: 3713.727783
	Iteration 8F: 3 clusters Score -9483073 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -9489060.000000 Penalty: 3713.727783
	Iteration 9F: 3 clusters Score -9489060 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -9493674.000000 Penalty: 3713.727783
	Iteration 10F: 3 clusters Score -9493674 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -9496271.000000 Penalty: 3713.727783
	Iteration 11Q: 3 clusters Score -9496271 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -9497705.000000 Penalty: 3713.727783
	Iteration 12Q: 3 clusters Score -9497705 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -9498512.000000 Penalty: 3713.727783
	Iteration 13Q: 3 clusters Score -9498512 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -9499176.000000 Penalty: 3713.727783
	Iteration 14Q: 3 clusters Score -9499176 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -9499794.000000 Penalty: 3713.727783
	Iteration 15Q: 3 clusters Score -9499794 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -9500372.000000 Penalty: 3713.727783
	Iteration 16Q: 3 clusters Score -9500372 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -9500823.000000 Penalty: 3713.727783
	Iteration 17Q: 3 clusters Score -9500823 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -9501229.000000 Penalty: 3713.727783
	Iteration 18Q: 3 clusters Score -9501229 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -9501592.000000 Penalty: 3713.727783
	Iteration 19Q: 3 clusters Score -9501592 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -9501946.000000 Penalty: 3713.727783
	Iteration 20F: 3 clusters Score -9501946 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -9502176.000000 Penalty: 3713.727783
	Iteration 21Q: 3 clusters Score -9502176 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 89565 members 
Entering Unmasked Estep 
Score: -9502394.000000 Penalty: 3713.727783
	Iteration 22Q: 3 clusters Score -9502394 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -9502569.000000 Penalty: 3713.727783
	Iteration 23Q: 3 clusters Score -9502569 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -9502672.000000 Penalty: 3713.727783
	Iteration 24Q: 3 clusters Score -9502672 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -9502718.000000 Penalty: 3713.727783
	Iteration 25Q: 3 clusters Score -9502718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -9502782.000000 Penalty: 3713.727783
	Iteration 26Q: 3 clusters Score -9502782 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -9502858.000000 Penalty: 3713.727783
	Iteration 27Q: 3 clusters Score -9502858 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -9502909.000000 Penalty: 3713.727783
	Iteration 28Q: 3 clusters Score -9502909 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -9502932.000000 Penalty: 3713.727783
	Iteration 29Q: 3 clusters Score -9502932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -9502949.000000 Penalty: 3713.727783
	Iteration 30Q: 3 clusters Score -9502949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -9502968.000000 Penalty: 3713.727783
	Iteration 31Q: 3 clusters Score -9502968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -9502982.000000 Penalty: 3713.727783
	Iteration 32Q: 3 clusters Score -9502982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -9502992.000000 Penalty: 3713.727783
	Iteration 33Q: 3 clusters Score -9502992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -9503015.000000 Penalty: 3713.727783
	Iteration 34Q: 3 clusters Score -9503015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -9503027.000000 Penalty: 3713.727783
	Iteration 35Q: 3 clusters Score -9503027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -9503029.000000 Penalty: 3713.727783
	Iteration 36Q: 3 clusters Score -9503029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -9503027.000000 Penalty: 3713.727783
	Iteration 37Q: 3 clusters Score -9503027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -9503037.000000 Penalty: 3713.727783
	Iteration 38Q: 3 clusters Score -9503037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -9503040.000000 Penalty: 3713.727783
	Iteration 39Q: 3 clusters Score -9503040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 91015 members 
Entering Unmasked Estep 
Score: -9503049.000000 Penalty: 3713.727783
	Iteration 40F: 3 clusters Score -9503049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -9503057.000000 Penalty: 3713.727783
	Iteration 41Q: 3 clusters Score -9503057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -9503064.000000 Penalty: 3713.727783
	Iteration 42Q: 3 clusters Score -9503064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -9503068.000000 Penalty: 3713.727783
	Iteration 43Q: 3 clusters Score -9503068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -9503077.000000 Penalty: 3713.727783
	Iteration 44Q: 3 clusters Score -9503077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -9503079.000000 Penalty: 3713.727783
	Iteration 45Q: 3 clusters Score -9503079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -9503083.000000 Penalty: 3713.727783
	Iteration 46Q: 3 clusters Score -9503083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -9503109.000000 Penalty: 3713.727783
	Iteration 47Q: 3 clusters Score -9503109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -9503105.000000 Penalty: 3713.727783
	Iteration 48Q: 3 clusters Score -9503105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -9503113.000000 Penalty: 3713.727783
	Iteration 49Q: 3 clusters Score -9503113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -9503106.000000 Penalty: 3713.727783
	Iteration 50Q: 3 clusters Score -9503106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -9503109.000000 Penalty: 3713.727783
	Iteration 51Q: 3 clusters Score -9503109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -9503117.000000 Penalty: 3713.727783
	Iteration 52Q: 3 clusters Score -9503117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -9503118.000000 Penalty: 3713.727783
	Iteration 53Q: 3 clusters Score -9503118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -9503117.000000 Penalty: 3713.727783
	Iteration 54Q: 3 clusters Score -9503117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -9503120.000000 Penalty: 3713.727783
	Iteration 55Q: 3 clusters Score -9503120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -9503114.000000 Penalty: 3713.727783
	Iteration 56Q: 3 clusters Score -9503114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -9503116.000000 Penalty: 3713.727783
	Iteration 57Q: 3 clusters Score -9503116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -9503120.000000 Penalty: 3713.727783
	Iteration 58Q: 3 clusters Score -9503120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 91164 members 
Entering Unmasked Estep 
Score: -9503115.000000 Penalty: 3713.727783
	Iteration 59Q: 3 clusters Score -9503115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -9503116.000000 Penalty: 3713.727783
	Iteration 60F: 3 clusters Score -9503116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 91169 members 
Entering Unmasked Estep 
Score: -9503119.000000 Penalty: 3713.727783
	Iteration 61Q: 3 clusters Score -9503119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -9503120.000000 Penalty: 3713.727783
	Iteration 62Q: 3 clusters Score -9503120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -9503113.000000 Penalty: 3713.727783
	Iteration 63Q: 3 clusters Score -9503113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -9503114.000000 Penalty: 3713.727783
	Iteration 64Q: 3 clusters Score -9503114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 91176 members 
Entering Unmasked Estep 
Score: -9503117.000000 Penalty: 3713.727783
	Iteration 65Q: 3 clusters Score -9503117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 91176 members 
Entering Unmasked Estep 
Score: -9503117.000000 Penalty: 3713.727783
	Iteration 66F: 3 clusters Score -9503117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Entering Unmasked Estep 
Score: -1341666.875000 Penalty: 1537.529785
	Iteration 0F: 2 clusters Score -1341667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1332613.625000 Penalty: 3075.059570
	Iteration 0F: 3 clusters Score -1332614 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1335699.250000 Penalty: 3075.059570
	Iteration 1F: 3 clusters Score -1335699 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1335953.875000 Penalty: 3075.059570
	Iteration 2F: 3 clusters Score -1335954 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1336166.000000 Penalty: 3075.059570
	Iteration 3Q: 3 clusters Score -1336166 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1336403.875000 Penalty: 3075.059570
	Iteration 4Q: 3 clusters Score -1336404 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1336654.625000 Penalty: 3075.059570
	Iteration 5Q: 3 clusters Score -1336655 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1336922.000000 Penalty: 3075.059570
	Iteration 6Q: 3 clusters Score -1336922 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1337191.375000 Penalty: 3075.059570
	Iteration 7Q: 3 clusters Score -1337191 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1337521.500000 Penalty: 3075.059570
	Iteration 8Q: 3 clusters Score -1337522 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1337908.250000 Penalty: 3075.059570
	Iteration 9Q: 3 clusters Score -1337908 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1338325.125000 Penalty: 3075.059570
	Iteration 10Q: 3 clusters Score -1338325 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1338716.750000 Penalty: 3075.059570
	Iteration 11Q: 3 clusters Score -1338717 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1338975.375000 Penalty: 3075.059570
	Iteration 12Q: 3 clusters Score -1338975 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1339110.625000 Penalty: 3075.059570
	Iteration 13Q: 3 clusters Score -1339111 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1339165.500000 Penalty: 3075.059570
	Iteration 14Q: 3 clusters Score -1339166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1339209.875000 Penalty: 3075.059570
	Iteration 15Q: 3 clusters Score -1339210 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1339247.250000 Penalty: 3075.059570
	Iteration 16Q: 3 clusters Score -1339247 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1339287.375000 Penalty: 3075.059570
	Iteration 17Q: 3 clusters Score -1339287 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1339318.625000 Penalty: 3075.059570
	Iteration 18Q: 3 clusters Score -1339319 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1339341.875000 Penalty: 3075.059570
	Iteration 19Q: 3 clusters Score -1339342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1339367.750000 Penalty: 3075.059570
	Iteration 20F: 3 clusters Score -1339368 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1339393.500000 Penalty: 3075.059570
	Iteration 21Q: 3 clusters Score -1339394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1339416.125000 Penalty: 3075.059570
	Iteration 22Q: 3 clusters Score -1339416 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1339438.750000 Penalty: 3075.059570
	Iteration 23Q: 3 clusters Score -1339439 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1339464.500000 Penalty: 3075.059570
	Iteration 24Q: 3 clusters Score -1339464 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1339491.125000 Penalty: 3075.059570
	Iteration 25Q: 3 clusters Score -1339491 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1339517.000000 Penalty: 3075.059570
	Iteration 26Q: 3 clusters Score -1339517 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1339542.500000 Penalty: 3075.059570
	Iteration 27Q: 3 clusters Score -1339542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1339561.625000 Penalty: 3075.059570
	Iteration 28Q: 3 clusters Score -1339562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1339580.750000 Penalty: 3075.059570
	Iteration 29Q: 3 clusters Score -1339581 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1339601.375000 Penalty: 3075.059570
	Iteration 30Q: 3 clusters Score -1339601 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1339622.000000 Penalty: 3075.059570
	Iteration 31Q: 3 clusters Score -1339622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1339649.750000 Penalty: 3075.059570
	Iteration 32Q: 3 clusters Score -1339650 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1339674.125000 Penalty: 3075.059570
	Iteration 33Q: 3 clusters Score -1339674 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1339710.500000 Penalty: 3075.059570
	Iteration 34Q: 3 clusters Score -1339710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1339740.625000 Penalty: 3075.059570
	Iteration 35Q: 3 clusters Score -1339741 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1339765.500000 Penalty: 3075.059570
	Iteration 36Q: 3 clusters Score -1339766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1339793.250000 Penalty: 3075.059570
	Iteration 37Q: 3 clusters Score -1339793 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1339814.750000 Penalty: 3075.059570
	Iteration 38Q: 3 clusters Score -1339815 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1339836.250000 Penalty: 3075.059570
	Iteration 39Q: 3 clusters Score -1339836 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1339869.625000 Penalty: 3075.059570
	Iteration 40F: 3 clusters Score -1339870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1339903.625000 Penalty: 3075.059570
	Iteration 41Q: 3 clusters Score -1339904 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1339928.500000 Penalty: 3075.059570
	Iteration 42Q: 3 clusters Score -1339928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1339944.875000 Penalty: 3075.059570
	Iteration 43Q: 3 clusters Score -1339945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1339961.750000 Penalty: 3075.059570
	Iteration 44Q: 3 clusters Score -1339962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1339982.000000 Penalty: 3075.059570
	Iteration 45Q: 3 clusters Score -1339982 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1340013.375000 Penalty: 3075.059570
	Iteration 46Q: 3 clusters Score -1340013 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1340039.125000 Penalty: 3075.059570
	Iteration 47Q: 3 clusters Score -1340039 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1340061.000000 Penalty: 3075.059570
	Iteration 48Q: 3 clusters Score -1340061 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1340082.000000 Penalty: 3075.059570
	Iteration 49Q: 3 clusters Score -1340082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1340106.750000 Penalty: 3075.059570
	Iteration 50Q: 3 clusters Score -1340107 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1340120.500000 Penalty: 3075.059570
	Iteration 51Q: 3 clusters Score -1340120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1340145.750000 Penalty: 3075.059570
	Iteration 52Q: 3 clusters Score -1340146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1340167.375000 Penalty: 3075.059570
	Iteration 53Q: 3 clusters Score -1340167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1340186.500000 Penalty: 3075.059570
	Iteration 54Q: 3 clusters Score -1340186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1340205.625000 Penalty: 3075.059570
	Iteration 55Q: 3 clusters Score -1340206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1340227.125000 Penalty: 3075.059570
	Iteration 56Q: 3 clusters Score -1340227 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1340245.000000 Penalty: 3075.059570
	Iteration 57Q: 3 clusters Score -1340245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1340266.625000 Penalty: 3075.059570
	Iteration 58Q: 3 clusters Score -1340267 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1340296.375000 Penalty: 3075.059570
	Iteration 59Q: 3 clusters Score -1340296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1340313.750000 Penalty: 3075.059570
	Iteration 60F: 3 clusters Score -1340314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1340330.750000 Penalty: 3075.059570
	Iteration 61Q: 3 clusters Score -1340331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1340343.500000 Penalty: 3075.059570
	Iteration 62Q: 3 clusters Score -1340344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1340359.875000 Penalty: 3075.059570
	Iteration 63Q: 3 clusters Score -1340360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1340369.375000 Penalty: 3075.059570
	Iteration 64Q: 3 clusters Score -1340369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1340377.875000 Penalty: 3075.059570
	Iteration 65Q: 3 clusters Score -1340378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1340384.875000 Penalty: 3075.059570
	Iteration 66Q: 3 clusters Score -1340385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1340394.500000 Penalty: 3075.059570
	Iteration 67Q: 3 clusters Score -1340394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1340400.625000 Penalty: 3075.059570
	Iteration 68Q: 3 clusters Score -1340401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1340405.625000 Penalty: 3075.059570
	Iteration 69Q: 3 clusters Score -1340406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1340407.875000 Penalty: 3075.059570
	Iteration 70Q: 3 clusters Score -1340408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1340413.000000 Penalty: 3075.059570
	Iteration 71Q: 3 clusters Score -1340413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1340419.625000 Penalty: 3075.059570
	Iteration 72Q: 3 clusters Score -1340420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1340427.750000 Penalty: 3075.059570
	Iteration 73Q: 3 clusters Score -1340428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1340438.250000 Penalty: 3075.059570
	Iteration 74Q: 3 clusters Score -1340438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1340451.250000 Penalty: 3075.059570
	Iteration 75Q: 3 clusters Score -1340451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1340454.625000 Penalty: 3075.059570
	Iteration 76Q: 3 clusters Score -1340455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1340458.500000 Penalty: 3075.059570
	Iteration 77Q: 3 clusters Score -1340458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1340456.750000 Penalty: 3075.059570
	Iteration 78Q: 3 clusters Score -1340457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1340459.125000 Penalty: 3075.059570
	Iteration 79Q: 3 clusters Score -1340459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1340458.250000 Penalty: 3075.059570
	Iteration 80F: 3 clusters Score -1340458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1340456.125000 Penalty: 3075.059570
	Iteration 81Q: 3 clusters Score -1340456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1340460.250000 Penalty: 3075.059570
	Iteration 82Q: 3 clusters Score -1340460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1340460.750000 Penalty: 3075.059570
	Iteration 83Q: 3 clusters Score -1340461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1340461.250000 Penalty: 3075.059570
	Iteration 84Q: 3 clusters Score -1340461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1340462.625000 Penalty: 3075.059570
	Iteration 85Q: 3 clusters Score -1340463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1340466.250000 Penalty: 3075.059570
	Iteration 86Q: 3 clusters Score -1340466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1340466.000000 Penalty: 3075.059570
	Iteration 87Q: 3 clusters Score -1340466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1340467.000000 Penalty: 3075.059570
	Iteration 88Q: 3 clusters Score -1340467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1340467.625000 Penalty: 3075.059570
	Iteration 89Q: 3 clusters Score -1340468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1340468.500000 Penalty: 3075.059570
	Iteration 90Q: 3 clusters Score -1340468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1340470.000000 Penalty: 3075.059570
	Iteration 91Q: 3 clusters Score -1340470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1340471.500000 Penalty: 3075.059570
	Iteration 92Q: 3 clusters Score -1340472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1340471.375000 Penalty: 3075.059570
	Iteration 93Q: 3 clusters Score -1340471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1340471.375000 Penalty: 3075.059570
	Iteration 94F: 3 clusters Score -1340471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Entering Unmasked Estep 
Score: -182182.687500 Penalty: 1223.615845
	Iteration 0F: 2 clusters Score -182182.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -180178.796875 Penalty: 2447.231689
	Iteration 0F: 3 clusters Score -180178.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -180649.875000 Penalty: 2447.231689
	Iteration 1F: 3 clusters Score -180649.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -180777.281250 Penalty: 2447.231689
	Iteration 2F: 3 clusters Score -180777.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -180876.843750 Penalty: 2447.231689
	Iteration 3F: 3 clusters Score -180876.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -180944.343750 Penalty: 2447.231689
	Iteration 4Q: 3 clusters Score -180944.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -181016.296875 Penalty: 2447.231689
	Iteration 5Q: 3 clusters Score -181016.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -181085.250000 Penalty: 2447.231689
	Iteration 6Q: 3 clusters Score -181085.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -181124.468750 Penalty: 2447.231689
	Iteration 7Q: 3 clusters Score -181124.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -181154.640625 Penalty: 2447.231689
	Iteration 8Q: 3 clusters Score -181154.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -181183.250000 Penalty: 2447.231689
	Iteration 9Q: 3 clusters Score -181183.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -181207.796875 Penalty: 2447.231689
	Iteration 10Q: 3 clusters Score -181207.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -181222.296875 Penalty: 2447.231689
	Iteration 11Q: 3 clusters Score -181222.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -181237.656250 Penalty: 2447.231689
	Iteration 12Q: 3 clusters Score -181237.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -181251.156250 Penalty: 2447.231689
	Iteration 13Q: 3 clusters Score -181251.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -181264.078125 Penalty: 2447.231689
	Iteration 14Q: 3 clusters Score -181264.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -181274.343750 Penalty: 2447.231689
	Iteration 15Q: 3 clusters Score -181274.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -181277.015625 Penalty: 2447.231689
	Iteration 16Q: 3 clusters Score -181277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -181280.109375 Penalty: 2447.231689
	Iteration 17Q: 3 clusters Score -181280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -181282.015625 Penalty: 2447.231689
	Iteration 18Q: 3 clusters Score -181282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -181284.250000 Penalty: 2447.231689
	Iteration 19Q: 3 clusters Score -181284.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -181285.328125 Penalty: 2447.231689
	Iteration 20F: 3 clusters Score -181285.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -281033.156250 Penalty: 1286.303467
	Iteration 0F: 2 clusters Score -281033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -278471.968750 Penalty: 2572.606934
	Iteration 0F: 3 clusters Score -278472 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -279089.812500 Penalty: 2572.606934
	Iteration 1F: 3 clusters Score -279089.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -279228.500000 Penalty: 2572.606934
	Iteration 2F: 3 clusters Score -279228.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -279314.937500 Penalty: 2572.606934
	Iteration 3F: 3 clusters Score -279314.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -279375.906250 Penalty: 2572.606934
	Iteration 4Q: 3 clusters Score -279375.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -279428.218750 Penalty: 2572.606934
	Iteration 5Q: 3 clusters Score -279428.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -279478.468750 Penalty: 2572.606934
	Iteration 6Q: 3 clusters Score -279478.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -279516.437500 Penalty: 2572.606934
	Iteration 7Q: 3 clusters Score -279516.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -279563.781250 Penalty: 2572.606934
	Iteration 8Q: 3 clusters Score -279563.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -279611.906250 Penalty: 2572.606934
	Iteration 9Q: 3 clusters Score -279611.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -279661.218750 Penalty: 2572.606934
	Iteration 10Q: 3 clusters Score -279661.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -279724.625000 Penalty: 2572.606934
	Iteration 11Q: 3 clusters Score -279724.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -279790.750000 Penalty: 2572.606934
	Iteration 12Q: 3 clusters Score -279790.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -279855.625000 Penalty: 2572.606934
	Iteration 13Q: 3 clusters Score -279855.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -279920.468750 Penalty: 2572.606934
	Iteration 14Q: 3 clusters Score -279920.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -279987.937500 Penalty: 2572.606934
	Iteration 15Q: 3 clusters Score -279987.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -280056.656250 Penalty: 2572.606934
	Iteration 16Q: 3 clusters Score -280056.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -280104.812500 Penalty: 2572.606934
	Iteration 17Q: 3 clusters Score -280104.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -280140.531250 Penalty: 2572.606934
	Iteration 18Q: 3 clusters Score -280140.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -280162.500000 Penalty: 2572.606934
	Iteration 19Q: 3 clusters Score -280162.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -280177.718750 Penalty: 2572.606934
	Iteration 20F: 3 clusters Score -280177.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -280188.593750 Penalty: 2572.606934
	Iteration 21Q: 3 clusters Score -280188.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -280201.281250 Penalty: 2572.606934
	Iteration 22Q: 3 clusters Score -280201.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -280207.750000 Penalty: 2572.606934
	Iteration 23Q: 3 clusters Score -280207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -280212.375000 Penalty: 2572.606934
	Iteration 24Q: 3 clusters Score -280212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -280216.312500 Penalty: 2572.606934
	Iteration 25Q: 3 clusters Score -280216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -280218.437500 Penalty: 2572.606934
	Iteration 26Q: 3 clusters Score -280218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -280221.562500 Penalty: 2572.606934
	Iteration 27Q: 3 clusters Score -280221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -280224.031250 Penalty: 2572.606934
	Iteration 28Q: 3 clusters Score -280224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -280227.875000 Penalty: 2572.606934
	Iteration 29Q: 3 clusters Score -280227.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -280232.875000 Penalty: 2572.606934
	Iteration 30Q: 3 clusters Score -280232.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -280237.437500 Penalty: 2572.606934
	Iteration 31Q: 3 clusters Score -280237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -280242.156250 Penalty: 2572.606934
	Iteration 32Q: 3 clusters Score -280242.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -280246.218750 Penalty: 2572.606934
	Iteration 33Q: 3 clusters Score -280246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -280251.750000 Penalty: 2572.606934
	Iteration 34Q: 3 clusters Score -280251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -280254.656250 Penalty: 2572.606934
	Iteration 35Q: 3 clusters Score -280254.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -280258.312500 Penalty: 2572.606934
	Iteration 36Q: 3 clusters Score -280258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -280261.156250 Penalty: 2572.606934
	Iteration 37Q: 3 clusters Score -280261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -280263.468750 Penalty: 2572.606934
	Iteration 38Q: 3 clusters Score -280263.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -280265.562500 Penalty: 2572.606934
	Iteration 39Q: 3 clusters Score -280265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -280267.000000 Penalty: 2572.606934
	Iteration 40F: 3 clusters Score -280267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -280268.031250 Penalty: 2572.606934
	Iteration 41Q: 3 clusters Score -280268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -280268.843750 Penalty: 2572.606934
	Iteration 42Q: 3 clusters Score -280268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -280270.281250 Penalty: 2572.606934
	Iteration 43Q: 3 clusters Score -280270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -280270.406250 Penalty: 2572.606934
	Iteration 44Q: 3 clusters Score -280270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -280270.406250 Penalty: 2572.606934
	Iteration 45F: 3 clusters Score -280270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Entering Unmasked Estep 
Score: -6002239.500000 Penalty: 1782.564575
	Iteration 0F: 2 clusters Score -6002240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -5963393.000000 Penalty: 3565.129150
	Iteration 0F: 3 clusters Score -5963393 nChanged 27397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -5978998.500000 Penalty: 3565.129150
	Iteration 1F: 3 clusters Score -5978998 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -5979621.500000 Penalty: 3565.129150
	Iteration 2Q: 3 clusters Score -5979622 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -5980605.000000 Penalty: 3565.129150
	Iteration 3Q: 3 clusters Score -5980605 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5982129.500000 Penalty: 3565.129150
	Iteration 4Q: 3 clusters Score -5982130 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5984196.000000 Penalty: 3565.129150
	Iteration 5F: 3 clusters Score -5984196 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -5986949.000000 Penalty: 3565.129150
	Iteration 6F: 3 clusters Score -5986949 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -5990304.500000 Penalty: 3565.129150
	Iteration 7F: 3 clusters Score -5990304 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -5993104.500000 Penalty: 3565.129150
	Iteration 8F: 3 clusters Score -5993104 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -5994598.500000 Penalty: 3565.129150
	Iteration 9Q: 3 clusters Score -5994598 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -5995267.000000 Penalty: 3565.129150
	Iteration 10Q: 3 clusters Score -5995267 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -5995721.000000 Penalty: 3565.129150
	Iteration 11Q: 3 clusters Score -5995721 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -5996135.500000 Penalty: 3565.129150
	Iteration 12Q: 3 clusters Score -5996136 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -5996468.500000 Penalty: 3565.129150
	Iteration 13Q: 3 clusters Score -5996468 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -5996851.500000 Penalty: 3565.129150
	Iteration 14Q: 3 clusters Score -5996852 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -5997221.500000 Penalty: 3565.129150
	Iteration 15Q: 3 clusters Score -5997222 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -5997495.500000 Penalty: 3565.129150
	Iteration 16Q: 3 clusters Score -5997496 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -5997739.000000 Penalty: 3565.129150
	Iteration 17Q: 3 clusters Score -5997739 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -5997951.500000 Penalty: 3565.129150
	Iteration 18Q: 3 clusters Score -5997952 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -5998154.500000 Penalty: 3565.129150
	Iteration 19Q: 3 clusters Score -5998154 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -5998368.000000 Penalty: 3565.129150
	Iteration 20F: 3 clusters Score -5998368 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -5998541.000000 Penalty: 3565.129150
	Iteration 21Q: 3 clusters Score -5998541 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -5998690.500000 Penalty: 3565.129150
	Iteration 22Q: 3 clusters Score -5998690 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -5998878.500000 Penalty: 3565.129150
	Iteration 23Q: 3 clusters Score -5998878 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -5999076.500000 Penalty: 3565.129150
	Iteration 24Q: 3 clusters Score -5999076 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -5999267.500000 Penalty: 3565.129150
	Iteration 25Q: 3 clusters Score -5999268 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -5999456.000000 Penalty: 3565.129150
	Iteration 26Q: 3 clusters Score -5999456 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -5999605.000000 Penalty: 3565.129150
	Iteration 27Q: 3 clusters Score -5999605 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -5999728.000000 Penalty: 3565.129150
	Iteration 28Q: 3 clusters Score -5999728 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -5999861.500000 Penalty: 3565.129150
	Iteration 29Q: 3 clusters Score -5999862 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -5999987.500000 Penalty: 3565.129150
	Iteration 30Q: 3 clusters Score -5999988 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6000095.500000 Penalty: 3565.129150
	Iteration 31Q: 3 clusters Score -6000096 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6000185.500000 Penalty: 3565.129150
	Iteration 32Q: 3 clusters Score -6000186 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6000281.500000 Penalty: 3565.129150
	Iteration 33Q: 3 clusters Score -6000282 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6000367.000000 Penalty: 3565.129150
	Iteration 34Q: 3 clusters Score -6000367 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6000447.000000 Penalty: 3565.129150
	Iteration 35Q: 3 clusters Score -6000447 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6000514.000000 Penalty: 3565.129150
	Iteration 36Q: 3 clusters Score -6000514 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -6000578.500000 Penalty: 3565.129150
	Iteration 37Q: 3 clusters Score -6000578 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6000638.500000 Penalty: 3565.129150
	Iteration 38Q: 3 clusters Score -6000638 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6000679.500000 Penalty: 3565.129150
	Iteration 39Q: 3 clusters Score -6000680 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6000742.000000 Penalty: 3565.129150
	Iteration 40F: 3 clusters Score -6000742 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6000778.500000 Penalty: 3565.129150
	Iteration 41Q: 3 clusters Score -6000778 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6000802.000000 Penalty: 3565.129150
	Iteration 42Q: 3 clusters Score -6000802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6000844.500000 Penalty: 3565.129150
	Iteration 43Q: 3 clusters Score -6000844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6000849.500000 Penalty: 3565.129150
	Iteration 44Q: 3 clusters Score -6000850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6000871.500000 Penalty: 3565.129150
	Iteration 45Q: 3 clusters Score -6000872 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6000899.500000 Penalty: 3565.129150
	Iteration 46Q: 3 clusters Score -6000900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6000933.500000 Penalty: 3565.129150
	Iteration 47Q: 3 clusters Score -6000934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6000955.000000 Penalty: 3565.129150
	Iteration 48Q: 3 clusters Score -6000955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6000961.500000 Penalty: 3565.129150
	Iteration 49Q: 3 clusters Score -6000962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6000959.500000 Penalty: 3565.129150
	Iteration 50Q: 3 clusters Score -6000960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6000983.500000 Penalty: 3565.129150
	Iteration 51Q: 3 clusters Score -6000984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6000999.500000 Penalty: 3565.129150
	Iteration 52Q: 3 clusters Score -6001000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6001010.500000 Penalty: 3565.129150
	Iteration 53Q: 3 clusters Score -6001010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6001016.500000 Penalty: 3565.129150
	Iteration 54Q: 3 clusters Score -6001016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6001018.000000 Penalty: 3565.129150
	Iteration 55Q: 3 clusters Score -6001018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6001028.500000 Penalty: 3565.129150
	Iteration 56Q: 3 clusters Score -6001028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6001035.000000 Penalty: 3565.129150
	Iteration 57Q: 3 clusters Score -6001035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6001033.000000 Penalty: 3565.129150
	Iteration 58Q: 3 clusters Score -6001033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6001039.000000 Penalty: 3565.129150
	Iteration 59Q: 3 clusters Score -6001039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6001052.500000 Penalty: 3565.129150
	Iteration 60F: 3 clusters Score -6001052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6001066.000000 Penalty: 3565.129150
	Iteration 61Q: 3 clusters Score -6001066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6001066.000000 Penalty: 3565.129150
	Iteration 62Q: 3 clusters Score -6001066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6001070.000000 Penalty: 3565.129150
	Iteration 63Q: 3 clusters Score -6001070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6001074.500000 Penalty: 3565.129150
	Iteration 64Q: 3 clusters Score -6001074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6001080.000000 Penalty: 3565.129150
	Iteration 65Q: 3 clusters Score -6001080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6001080.500000 Penalty: 3565.129150
	Iteration 66Q: 3 clusters Score -6001080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6001078.500000 Penalty: 3565.129150
	Iteration 67Q: 3 clusters Score -6001078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6001075.500000 Penalty: 3565.129150
	Iteration 68Q: 3 clusters Score -6001076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6001074.500000 Penalty: 3565.129150
	Iteration 69Q: 3 clusters Score -6001074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6001078.500000 Penalty: 3565.129150
	Iteration 70Q: 3 clusters Score -6001078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6001078.000000 Penalty: 3565.129150
	Iteration 71Q: 3 clusters Score -6001078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6001080.500000 Penalty: 3565.129150
	Iteration 72Q: 3 clusters Score -6001080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6001088.000000 Penalty: 3565.129150
	Iteration 73Q: 3 clusters Score -6001088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6001082.000000 Penalty: 3565.129150
	Iteration 74Q: 3 clusters Score -6001082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6001081.500000 Penalty: 3565.129150
	Iteration 75Q: 3 clusters Score -6001082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6001093.500000 Penalty: 3565.129150
	Iteration 76Q: 3 clusters Score -6001094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6001090.000000 Penalty: 3565.129150
	Iteration 77Q: 3 clusters Score -6001090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6001093.500000 Penalty: 3565.129150
	Iteration 78Q: 3 clusters Score -6001094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6001094.500000 Penalty: 3565.129150
	Iteration 79Q: 3 clusters Score -6001094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6001096.500000 Penalty: 3565.129150
	Iteration 80F: 3 clusters Score -6001096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6001096.000000 Penalty: 3565.129150
	Iteration 81Q: 3 clusters Score -6001096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6001093.500000 Penalty: 3565.129150
	Iteration 82Q: 3 clusters Score -6001094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6001097.000000 Penalty: 3565.129150
	Iteration 83Q: 3 clusters Score -6001097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6001096.000000 Penalty: 3565.129150
	Iteration 84Q: 3 clusters Score -6001096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6001092.500000 Penalty: 3565.129150
	Iteration 85Q: 3 clusters Score -6001092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6001098.000000 Penalty: 3565.129150
	Iteration 86Q: 3 clusters Score -6001098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6001096.000000 Penalty: 3565.129150
	Iteration 87Q: 3 clusters Score -6001096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6001098.500000 Penalty: 3565.129150
	Iteration 88Q: 3 clusters Score -6001098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6001102.000000 Penalty: 3565.129150
	Iteration 89Q: 3 clusters Score -6001102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6001097.500000 Penalty: 3565.129150
	Iteration 90Q: 3 clusters Score -6001098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6001094.000000 Penalty: 3565.129150
	Iteration 91Q: 3 clusters Score -6001094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6001091.500000 Penalty: 3565.129150
	Iteration 92Q: 3 clusters Score -6001092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6001086.500000 Penalty: 3565.129150
	Iteration 93Q: 3 clusters Score -6001086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6001092.000000 Penalty: 3565.129150
	Iteration 94Q: 3 clusters Score -6001092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6001099.500000 Penalty: 3565.129150
	Iteration 95Q: 3 clusters Score -6001100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6001096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6001096.000000 Penalty: 3565.129150
	Iteration 97F: 3 clusters Score -6001096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (292812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292812 members 
Entering Unmasked Estep 
Score: -29721104.000000 Penalty: 2045.433960
	Iteration 0F: 2 clusters Score -2.97211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Mstep: Class 2 contains 146555 members 
Entering Unmasked Estep 
Score: -29533384.000000 Penalty: 4090.867920
	Iteration 0F: 3 clusters Score -2.953338e+07 nChanged 142605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -29619600.000000 Penalty: 4090.867920
	Iteration 1F: 3 clusters Score -2.96196e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134022 members 
Mstep: Class 2 contains 158790 members 
Entering Unmasked Estep 
Score: -29621426.000000 Penalty: 4090.867920
	Iteration 2Q: 3 clusters Score -2.962143e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127075 members 
Mstep: Class 2 contains 165737 members 
Entering Unmasked Estep 
Score: -29623782.000000 Penalty: 4090.867920
	Iteration 3Q: 3 clusters Score -2.962378e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116929 members 
Mstep: Class 2 contains 175883 members 
Entering Unmasked Estep 
Score: -29627718.000000 Penalty: 4090.867920
	Iteration 4Q: 3 clusters Score -2.962772e+07 nChanged 15919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 190100 members 
Entering Unmasked Estep 
Score: -29634840.000000 Penalty: 4090.867920
	Iteration 5F: 3 clusters Score -2.963484e+07 nChanged 19696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 208856 members 
Entering Unmasked Estep 
Score: -29645774.000000 Penalty: 4090.867920
	Iteration 6F: 3 clusters Score -2.964577e+07 nChanged 22329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 230791 members 
Entering Unmasked Estep 
Score: -29661596.000000 Penalty: 4090.867920
	Iteration 7F: 3 clusters Score -2.96616e+07 nChanged 21899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 252620 members 
Entering Unmasked Estep 
Score: -29679518.000000 Penalty: 4090.867920
	Iteration 8F: 3 clusters Score -2.967952e+07 nChanged 17624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 270234 members 
Entering Unmasked Estep 
Score: -29696178.000000 Penalty: 4090.867920
	Iteration 9F: 3 clusters Score -2.969618e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 281713 members 
Entering Unmasked Estep 
Score: -29708530.000000 Penalty: 4090.867920
	Iteration 10Q: 3 clusters Score -2.970853e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 287406 members 
Entering Unmasked Estep 
Score: -29714576.000000 Penalty: 4090.867920
	Iteration 11Q: 3 clusters Score -2.971458e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 289881 members 
Entering Unmasked Estep 
Score: -29717094.000000 Penalty: 4090.867920
	Iteration 12Q: 3 clusters Score -2.971709e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 290858 members 
Entering Unmasked Estep 
Score: -29718012.000000 Penalty: 4090.867920
	Iteration 13Q: 3 clusters Score -2.971801e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 291280 members 
Entering Unmasked Estep 
Score: -29718562.000000 Penalty: 4090.867920
	Iteration 14Q: 3 clusters Score -2.971856e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 291489 members 
Entering Unmasked Estep 
Score: -29718834.000000 Penalty: 4090.867920
	Iteration 15Q: 3 clusters Score -2.971883e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 291610 members 
Entering Unmasked Estep 
Score: -29718898.000000 Penalty: 4090.867920
	Iteration 16Q: 3 clusters Score -2.97189e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 291700 members 
Entering Unmasked Estep 
Score: -29719018.000000 Penalty: 4090.867920
	Iteration 17Q: 3 clusters Score -2.971902e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 291772 members 
Entering Unmasked Estep 
Score: -29719096.000000 Penalty: 4090.867920
	Iteration 18Q: 3 clusters Score -2.97191e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 291825 members 
Entering Unmasked Estep 
Score: -29719124.000000 Penalty: 4090.867920
	Iteration 19Q: 3 clusters Score -2.971912e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 291861 members 
Entering Unmasked Estep 
Score: -29719144.000000 Penalty: 4090.867920
	Iteration 20F: 3 clusters Score -2.971914e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 291907 members 
Entering Unmasked Estep 
Score: -29719174.000000 Penalty: 4090.867920
	Iteration 21Q: 3 clusters Score -2.971917e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 291931 members 
Entering Unmasked Estep 
Score: -29719206.000000 Penalty: 4090.867920
	Iteration 22Q: 3 clusters Score -2.971921e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 291958 members 
Entering Unmasked Estep 
Score: -29719208.000000 Penalty: 4090.867920
	Iteration 23Q: 3 clusters Score -2.971921e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 291975 members 
Entering Unmasked Estep 
Score: -29719230.000000 Penalty: 4090.867920
	Iteration 24Q: 3 clusters Score -2.971923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 291993 members 
Entering Unmasked Estep 
Score: -29719268.000000 Penalty: 4090.867920
	Iteration 25Q: 3 clusters Score -2.971927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 291997 members 
Entering Unmasked Estep 
Score: -29719266.000000 Penalty: 4090.867920
	Iteration 26Q: 3 clusters Score -2.971927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 292011 members 
Entering Unmasked Estep 
Score: -29719298.000000 Penalty: 4090.867920
	Iteration 27Q: 3 clusters Score -2.97193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 292019 members 
Entering Unmasked Estep 
Score: -29719324.000000 Penalty: 4090.867920
	Iteration 28Q: 3 clusters Score -2.971932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 292018 members 
Entering Unmasked Estep 
Score: -29719342.000000 Penalty: 4090.867920
	Iteration 29Q: 3 clusters Score -2.971934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 292016 members 
Entering Unmasked Estep 
Score: -29719346.000000 Penalty: 4090.867920
	Iteration 30Q: 3 clusters Score -2.971935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 292018 members 
Entering Unmasked Estep 
Score: -29719344.000000 Penalty: 4090.867920
	Iteration 31Q: 3 clusters Score -2.971934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 292020 members 
Entering Unmasked Estep 
Score: -29719332.000000 Penalty: 4090.867920
	Iteration 32Q: 3 clusters Score -2.971933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 292022 members 
Entering Unmasked Estep 
Score: -29719334.000000 Penalty: 4090.867920
	Iteration 33Q: 3 clusters Score -2.971933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 292032 members 
Entering Unmasked Estep 
Score: -29719334.000000 Penalty: 4090.867920
	Iteration 34Q: 3 clusters Score -2.971933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 292035 members 
Entering Unmasked Estep 
Score: -29719334.000000 Penalty: 4090.867920
	Iteration 35Q: 3 clusters Score -2.971933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 292038 members 
Entering Unmasked Estep 
Score: -29719340.000000 Penalty: 4090.867920
	Iteration 36Q: 3 clusters Score -2.971934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 292037 members 
Entering Unmasked Estep 
Score: -29719360.000000 Penalty: 4090.867920
	Iteration 37Q: 3 clusters Score -2.971936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 292035 members 
Entering Unmasked Estep 
Score: -29719370.000000 Penalty: 4090.867920
	Iteration 38Q: 3 clusters Score -2.971937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 292035 members 
Entering Unmasked Estep 
Score: -29719370.000000 Penalty: 4090.867920
	Iteration 39F: 3 clusters Score -2.971937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Entering Unmasked Estep 
Score: -5436885.500000 Penalty: 1765.571899
	Iteration 0F: 2 clusters Score -5436886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -5401789.000000 Penalty: 3531.143799
	Iteration 0F: 3 clusters Score -5401789 nChanged 24566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5415480.000000 Penalty: 3531.143799
	Iteration 1F: 3 clusters Score -5415480 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -5415925.500000 Penalty: 3531.143799
	Iteration 2Q: 3 clusters Score -5415926 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -5416494.000000 Penalty: 3531.143799
	Iteration 3Q: 3 clusters Score -5416494 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5417336.000000 Penalty: 3531.143799
	Iteration 4Q: 3 clusters Score -5417336 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -5418732.000000 Penalty: 3531.143799
	Iteration 5F: 3 clusters Score -5418732 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -5420977.000000 Penalty: 3531.143799
	Iteration 6F: 3 clusters Score -5420977 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -5424351.000000 Penalty: 3531.143799
	Iteration 7F: 3 clusters Score -5424351 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -5428202.500000 Penalty: 3531.143799
	Iteration 8F: 3 clusters Score -5428202 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -5431151.500000 Penalty: 3531.143799
	Iteration 9F: 3 clusters Score -5431152 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5432869.500000 Penalty: 3531.143799
	Iteration 10Q: 3 clusters Score -5432870 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5433892.500000 Penalty: 3531.143799
	Iteration 11Q: 3 clusters Score -5433892 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5434437.000000 Penalty: 3531.143799
	Iteration 12Q: 3 clusters Score -5434437 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5434757.500000 Penalty: 3531.143799
	Iteration 13Q: 3 clusters Score -5434758 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5434960.500000 Penalty: 3531.143799
	Iteration 14Q: 3 clusters Score -5434960 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5435053.500000 Penalty: 3531.143799
	Iteration 15Q: 3 clusters Score -5435054 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5435148.000000 Penalty: 3531.143799
	Iteration 16Q: 3 clusters Score -5435148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5435214.500000 Penalty: 3531.143799
	Iteration 17Q: 3 clusters Score -5435214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5435256.500000 Penalty: 3531.143799
	Iteration 18Q: 3 clusters Score -5435256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5435312.500000 Penalty: 3531.143799
	Iteration 19Q: 3 clusters Score -5435312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5435335.000000 Penalty: 3531.143799
	Iteration 20F: 3 clusters Score -5435335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5435349.500000 Penalty: 3531.143799
	Iteration 21Q: 3 clusters Score -5435350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5435363.000000 Penalty: 3531.143799
	Iteration 22Q: 3 clusters Score -5435363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5435376.500000 Penalty: 3531.143799
	Iteration 23Q: 3 clusters Score -5435376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5435382.500000 Penalty: 3531.143799
	Iteration 24Q: 3 clusters Score -5435382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5435384.000000 Penalty: 3531.143799
	Iteration 25Q: 3 clusters Score -5435384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5435385.500000 Penalty: 3531.143799
	Iteration 26Q: 3 clusters Score -5435386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5435387.000000 Penalty: 3531.143799
	Iteration 27Q: 3 clusters Score -5435387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5435390.000000 Penalty: 3531.143799
	Iteration 28Q: 3 clusters Score -5435390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5435394.000000 Penalty: 3531.143799
	Iteration 29Q: 3 clusters Score -5435394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5435394.000000 Penalty: 3531.143799
	Iteration 30F: 3 clusters Score -5435394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -126195.687500 Penalty: 1172.595947
	Iteration 0F: 2 clusters Score -126195.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -124594.703125 Penalty: 2345.191895
	Iteration 0F: 3 clusters Score -124594.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125024.781250 Penalty: 2345.191895
	Iteration 1F: 3 clusters Score -125024.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -125137.148438 Penalty: 2345.191895
	Iteration 2F: 3 clusters Score -125137.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -125191.742188 Penalty: 2345.191895
	Iteration 3F: 3 clusters Score -125191.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125222.648438 Penalty: 2345.191895
	Iteration 4Q: 3 clusters Score -125222.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -125245.398438 Penalty: 2345.191895
	Iteration 5Q: 3 clusters Score -125245.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125263.820312 Penalty: 2345.191895
	Iteration 6Q: 3 clusters Score -125263.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -125285.273438 Penalty: 2345.191895
	Iteration 7Q: 3 clusters Score -125285.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125303.250000 Penalty: 2345.191895
	Iteration 8Q: 3 clusters Score -125303.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125320.945312 Penalty: 2345.191895
	Iteration 9Q: 3 clusters Score -125320.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125342.960938 Penalty: 2345.191895
	Iteration 10Q: 3 clusters Score -125343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125370.960938 Penalty: 2345.191895
	Iteration 11Q: 3 clusters Score -125371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -125399.242188 Penalty: 2345.191895
	Iteration 12Q: 3 clusters Score -125399.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125430.554688 Penalty: 2345.191895
	Iteration 13Q: 3 clusters Score -125430.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -125476.695312 Penalty: 2345.191895
	Iteration 14Q: 3 clusters Score -125476.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -125520.460938 Penalty: 2345.191895
	Iteration 15Q: 3 clusters Score -125520.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -125563.085938 Penalty: 2345.191895
	Iteration 16Q: 3 clusters Score -125563.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -125588.453125 Penalty: 2345.191895
	Iteration 17Q: 3 clusters Score -125588.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -125605.375000 Penalty: 2345.191895
	Iteration 18Q: 3 clusters Score -125605.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -125614.656250 Penalty: 2345.191895
	Iteration 19Q: 3 clusters Score -125614.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -125619.273438 Penalty: 2345.191895
	Iteration 20F: 3 clusters Score -125619.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -125626.687500 Penalty: 2345.191895
	Iteration 21Q: 3 clusters Score -125626.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -125639.085938 Penalty: 2345.191895
	Iteration 22Q: 3 clusters Score -125639.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -125648.109375 Penalty: 2345.191895
	Iteration 23Q: 3 clusters Score -125648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -125648.992188 Penalty: 2345.191895
	Iteration 24Q: 3 clusters Score -125649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -125650.484375 Penalty: 2345.191895
	Iteration 25Q: 3 clusters Score -125650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -125651.265625 Penalty: 2345.191895
	Iteration 26Q: 3 clusters Score -125651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -125652.078125 Penalty: 2345.191895
	Iteration 27Q: 3 clusters Score -125652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -125652.078125 Penalty: 2345.191895
	Iteration 28F: 3 clusters Score -125652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Entering Unmasked Estep 
Score: -2220424.250000 Penalty: 1620.917603
	Iteration 0F: 2 clusters Score -2220424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2205779.750000 Penalty: 3241.835205
	Iteration 0F: 3 clusters Score -2205780 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2211203.250000 Penalty: 3241.835205
	Iteration 1F: 3 clusters Score -2211203 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2211641.250000 Penalty: 3241.835205
	Iteration 2F: 3 clusters Score -2211641 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2212101.500000 Penalty: 3241.835205
	Iteration 3F: 3 clusters Score -2212102 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2212628.500000 Penalty: 3241.835205
	Iteration 4F: 3 clusters Score -2212628 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2213315.000000 Penalty: 3241.835205
	Iteration 5F: 3 clusters Score -2213315 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2214202.250000 Penalty: 3241.835205
	Iteration 6F: 3 clusters Score -2214202 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2215258.250000 Penalty: 3241.835205
	Iteration 7F: 3 clusters Score -2215258 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2216444.000000 Penalty: 3241.835205
	Iteration 8F: 3 clusters Score -2216444 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2217418.750000 Penalty: 3241.835205
	Iteration 9Q: 3 clusters Score -2217419 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2218025.750000 Penalty: 3241.835205
	Iteration 10Q: 3 clusters Score -2218026 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2218358.500000 Penalty: 3241.835205
	Iteration 11Q: 3 clusters Score -2218358 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2218551.250000 Penalty: 3241.835205
	Iteration 12Q: 3 clusters Score -2218551 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2218701.750000 Penalty: 3241.835205
	Iteration 13Q: 3 clusters Score -2218702 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2218792.500000 Penalty: 3241.835205
	Iteration 14Q: 3 clusters Score -2218792 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2218858.000000 Penalty: 3241.835205
	Iteration 15Q: 3 clusters Score -2218858 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2218904.250000 Penalty: 3241.835205
	Iteration 16Q: 3 clusters Score -2218904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2218950.250000 Penalty: 3241.835205
	Iteration 17Q: 3 clusters Score -2218950 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2218994.250000 Penalty: 3241.835205
	Iteration 18Q: 3 clusters Score -2218994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2219026.000000 Penalty: 3241.835205
	Iteration 19Q: 3 clusters Score -2219026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2219047.500000 Penalty: 3241.835205
	Iteration 20F: 3 clusters Score -2219048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2219062.000000 Penalty: 3241.835205
	Iteration 21Q: 3 clusters Score -2219062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2219070.250000 Penalty: 3241.835205
	Iteration 22Q: 3 clusters Score -2219070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2219071.250000 Penalty: 3241.835205
	Iteration 23Q: 3 clusters Score -2219071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2219077.250000 Penalty: 3241.835205
	Iteration 24Q: 3 clusters Score -2219077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2219082.750000 Penalty: 3241.835205
	Iteration 25Q: 3 clusters Score -2219083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2219093.750000 Penalty: 3241.835205
	Iteration 26Q: 3 clusters Score -2219094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2219098.500000 Penalty: 3241.835205
	Iteration 27Q: 3 clusters Score -2219098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2219106.500000 Penalty: 3241.835205
	Iteration 28Q: 3 clusters Score -2219106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2219110.500000 Penalty: 3241.835205
	Iteration 29Q: 3 clusters Score -2219110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2219111.500000 Penalty: 3241.835205
	Iteration 30Q: 3 clusters Score -2219112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2219117.750000 Penalty: 3241.835205
	Iteration 31Q: 3 clusters Score -2219118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2219119.750000 Penalty: 3241.835205
	Iteration 32Q: 3 clusters Score -2219120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2219120.000000 Penalty: 3241.835205
	Iteration 33Q: 3 clusters Score -2219120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2219122.500000 Penalty: 3241.835205
	Iteration 34Q: 3 clusters Score -2219122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2219119.750000 Penalty: 3241.835205
	Iteration 35Q: 3 clusters Score -2219120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2219122.500000 Penalty: 3241.835205
	Iteration 36Q: 3 clusters Score -2219122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2219122.500000 Penalty: 3241.835205
	Iteration 37F: 3 clusters Score -2219122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -525981.437500 Penalty: 1399.206421
	Iteration 0F: 2 clusters Score -525981.4 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 2823 members 
Entering Unmasked Estep 
Score: -521679.625000 Penalty: 2798.412842
	Iteration 0F: 3 clusters Score -521679.6 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -522946.312500 Penalty: 2798.412842
	Iteration 1F: 3 clusters Score -522946.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -523377.093750 Penalty: 2798.412842
	Iteration 2F: 3 clusters Score -523377.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -523792.281250 Penalty: 2798.412842
	Iteration 3F: 3 clusters Score -523792.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -524107.093750 Penalty: 2798.412842
	Iteration 4F: 3 clusters Score -524107.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -524356.000000 Penalty: 2798.412842
	Iteration 5F: 3 clusters Score -524356 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -524594.687500 Penalty: 2798.412842
	Iteration 6F: 3 clusters Score -524594.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -524791.750000 Penalty: 2798.412842
	Iteration 7F: 3 clusters Score -524791.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -524986.125000 Penalty: 2798.412842
	Iteration 8Q: 3 clusters Score -524986.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -525171.812500 Penalty: 2798.412842
	Iteration 9Q: 3 clusters Score -525171.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -525295.000000 Penalty: 2798.412842
	Iteration 10Q: 3 clusters Score -525295 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -525391.000000 Penalty: 2798.412842
	Iteration 11Q: 3 clusters Score -525391 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -525469.000000 Penalty: 2798.412842
	Iteration 12Q: 3 clusters Score -525469 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -525531.875000 Penalty: 2798.412842
	Iteration 13Q: 3 clusters Score -525531.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -525578.250000 Penalty: 2798.412842
	Iteration 14Q: 3 clusters Score -525578.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -525621.187500 Penalty: 2798.412842
	Iteration 15Q: 3 clusters Score -525621.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -525663.937500 Penalty: 2798.412842
	Iteration 16Q: 3 clusters Score -525663.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -525703.562500 Penalty: 2798.412842
	Iteration 17Q: 3 clusters Score -525703.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -525733.562500 Penalty: 2798.412842
	Iteration 18Q: 3 clusters Score -525733.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -525754.750000 Penalty: 2798.412842
	Iteration 19Q: 3 clusters Score -525754.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -525776.375000 Penalty: 2798.412842
	Iteration 20F: 3 clusters Score -525776.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -525798.375000 Penalty: 2798.412842
	Iteration 21Q: 3 clusters Score -525798.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -525812.437500 Penalty: 2798.412842
	Iteration 22Q: 3 clusters Score -525812.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -525830.687500 Penalty: 2798.412842
	Iteration 23Q: 3 clusters Score -525830.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -525848.312500 Penalty: 2798.412842
	Iteration 24Q: 3 clusters Score -525848.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -525862.875000 Penalty: 2798.412842
	Iteration 25Q: 3 clusters Score -525862.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -525875.000000 Penalty: 2798.412842
	Iteration 26Q: 3 clusters Score -525875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -525885.500000 Penalty: 2798.412842
	Iteration 27Q: 3 clusters Score -525885.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -525894.750000 Penalty: 2798.412842
	Iteration 28Q: 3 clusters Score -525894.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -525897.812500 Penalty: 2798.412842
	Iteration 29Q: 3 clusters Score -525897.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -525904.875000 Penalty: 2798.412842
	Iteration 30Q: 3 clusters Score -525904.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -525908.000000 Penalty: 2798.412842
	Iteration 31Q: 3 clusters Score -525908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -525911.562500 Penalty: 2798.412842
	Iteration 32Q: 3 clusters Score -525911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -525914.625000 Penalty: 2798.412842
	Iteration 33Q: 3 clusters Score -525914.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -525918.500000 Penalty: 2798.412842
	Iteration 34Q: 3 clusters Score -525918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -525922.375000 Penalty: 2798.412842
	Iteration 35Q: 3 clusters Score -525922.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -525924.062500 Penalty: 2798.412842
	Iteration 36Q: 3 clusters Score -525924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -525926.062500 Penalty: 2798.412842
	Iteration 37Q: 3 clusters Score -525926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -525928.000000 Penalty: 2798.412842
	Iteration 38Q: 3 clusters Score -525928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -525929.875000 Penalty: 2798.412842
	Iteration 39Q: 3 clusters Score -525929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -525930.250000 Penalty: 2798.412842
	Iteration 40F: 3 clusters Score -525930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -525932.062500 Penalty: 2798.412842
	Iteration 41Q: 3 clusters Score -525932.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -525932.062500 Penalty: 2798.412842
	Iteration 42F: 3 clusters Score -525932.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Entering Unmasked Estep 
Score: -5556828.000000 Penalty: 1776.948730
	Iteration 0F: 2 clusters Score -5556828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -5519105.000000 Penalty: 3553.897461
	Iteration 0F: 3 clusters Score -5519105 nChanged 26498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5534310.000000 Penalty: 3553.897461
	Iteration 1F: 3 clusters Score -5534310 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -5534784.000000 Penalty: 3553.897461
	Iteration 2Q: 3 clusters Score -5534784 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -5535428.500000 Penalty: 3553.897461
	Iteration 3Q: 3 clusters Score -5535428 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5536400.000000 Penalty: 3553.897461
	Iteration 4Q: 3 clusters Score -5536400 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -5538073.000000 Penalty: 3553.897461
	Iteration 5F: 3 clusters Score -5538073 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -5540633.000000 Penalty: 3553.897461
	Iteration 6F: 3 clusters Score -5540633 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -5544049.500000 Penalty: 3553.897461
	Iteration 7F: 3 clusters Score -5544050 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -5547598.500000 Penalty: 3553.897461
	Iteration 8F: 3 clusters Score -5547598 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -5550637.000000 Penalty: 3553.897461
	Iteration 9F: 3 clusters Score -5550637 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5552892.500000 Penalty: 3553.897461
	Iteration 10Q: 3 clusters Score -5552892 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5554378.000000 Penalty: 3553.897461
	Iteration 11Q: 3 clusters Score -5554378 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5554988.000000 Penalty: 3553.897461
	Iteration 12Q: 3 clusters Score -5554988 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5555164.500000 Penalty: 3553.897461
	Iteration 13Q: 3 clusters Score -5555164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5555243.000000 Penalty: 3553.897461
	Iteration 14Q: 3 clusters Score -5555243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5555293.000000 Penalty: 3553.897461
	Iteration 15Q: 3 clusters Score -5555293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5555331.500000 Penalty: 3553.897461
	Iteration 16Q: 3 clusters Score -5555332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5555352.500000 Penalty: 3553.897461
	Iteration 17Q: 3 clusters Score -5555352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5555358.000000 Penalty: 3553.897461
	Iteration 18Q: 3 clusters Score -5555358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5555366.500000 Penalty: 3553.897461
	Iteration 19Q: 3 clusters Score -5555366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5555366.000000 Penalty: 3553.897461
	Iteration 20F: 3 clusters Score -5555366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5555369.500000 Penalty: 3553.897461
	Iteration 21Q: 3 clusters Score -5555370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5555371.000000 Penalty: 3553.897461
	Iteration 22Q: 3 clusters Score -5555371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5555369.000000 Penalty: 3553.897461
	Iteration 23Q: 3 clusters Score -5555369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5555369.000000 Penalty: 3553.897461
	Iteration 24F: 3 clusters Score -5555369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -192056.000000 Penalty: 1232.690674
	Iteration 0F: 2 clusters Score -192056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -189974.000000 Penalty: 2465.381348
	Iteration 0F: 3 clusters Score -189974 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -190424.453125 Penalty: 2465.381348
	Iteration 1F: 3 clusters Score -190424.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -190521.218750 Penalty: 2465.381348
	Iteration 2F: 3 clusters Score -190521.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -190583.015625 Penalty: 2465.381348
	Iteration 3Q: 3 clusters Score -190583 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -190621.640625 Penalty: 2465.381348
	Iteration 4Q: 3 clusters Score -190621.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -190653.546875 Penalty: 2465.381348
	Iteration 5Q: 3 clusters Score -190653.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -190668.937500 Penalty: 2465.381348
	Iteration 6Q: 3 clusters Score -190668.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -190681.015625 Penalty: 2465.381348
	Iteration 7Q: 3 clusters Score -190681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -190688.546875 Penalty: 2465.381348
	Iteration 8Q: 3 clusters Score -190688.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -190694.593750 Penalty: 2465.381348
	Iteration 9Q: 3 clusters Score -190694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -190697.593750 Penalty: 2465.381348
	Iteration 10Q: 3 clusters Score -190697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -190699.890625 Penalty: 2465.381348
	Iteration 11Q: 3 clusters Score -190699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -190702.250000 Penalty: 2465.381348
	Iteration 12Q: 3 clusters Score -190702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -190705.781250 Penalty: 2465.381348
	Iteration 13Q: 3 clusters Score -190705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -190706.375000 Penalty: 2465.381348
	Iteration 14Q: 3 clusters Score -190706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -190707.625000 Penalty: 2465.381348
	Iteration 15Q: 3 clusters Score -190707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190711.171875 Penalty: 2465.381348
	Iteration 16Q: 3 clusters Score -190711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -190714.796875 Penalty: 2465.381348
	Iteration 17Q: 3 clusters Score -190714.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -190717.546875 Penalty: 2465.381348
	Iteration 18Q: 3 clusters Score -190717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -190721.187500 Penalty: 2465.381348
	Iteration 19Q: 3 clusters Score -190721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -190724.531250 Penalty: 2465.381348
	Iteration 20F: 3 clusters Score -190724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -190727.875000 Penalty: 2465.381348
	Iteration 21Q: 3 clusters Score -190727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -190728.421875 Penalty: 2465.381348
	Iteration 22Q: 3 clusters Score -190728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -190728.421875 Penalty: 2465.381348
	Iteration 23Q: 3 clusters Score -190728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -190728.421875 Penalty: 2465.381348
	Iteration 24F: 3 clusters Score -190728.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (293165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293165 members 
Entering Unmasked Estep 
Score: -29703654.000000 Penalty: 2045.629761
	Iteration 0F: 2 clusters Score -2.970365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146711 members 
Mstep: Class 2 contains 146454 members 
Entering Unmasked Estep 
Score: -29511076.000000 Penalty: 4091.259521
	Iteration 0F: 3 clusters Score -2.951108e+07 nChanged 142523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151338 members 
Mstep: Class 2 contains 141827 members 
Entering Unmasked Estep 
Score: -29597418.000000 Penalty: 4091.259521
	Iteration 1F: 3 clusters Score -2.959742e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 139545 members 
Entering Unmasked Estep 
Score: -29599908.000000 Penalty: 4091.259521
	Iteration 2Q: 3 clusters Score -2.959991e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 136268 members 
Entering Unmasked Estep 
Score: -29603604.000000 Penalty: 4091.259521
	Iteration 3Q: 3 clusters Score -2.96036e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161735 members 
Mstep: Class 2 contains 131430 members 
Entering Unmasked Estep 
Score: -29608820.000000 Penalty: 4091.259521
	Iteration 4Q: 3 clusters Score -2.960882e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168307 members 
Mstep: Class 2 contains 124858 members 
Entering Unmasked Estep 
Score: -29615614.000000 Penalty: 4091.259521
	Iteration 5Q: 3 clusters Score -2.961561e+07 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176011 members 
Mstep: Class 2 contains 117154 members 
Entering Unmasked Estep 
Score: -29623510.000000 Penalty: 4091.259521
	Iteration 6F: 3 clusters Score -2.962351e+07 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184451 members 
Mstep: Class 2 contains 108714 members 
Entering Unmasked Estep 
Score: -29631770.000000 Penalty: 4091.259521
	Iteration 7F: 3 clusters Score -2.963177e+07 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192440 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -29639634.000000 Penalty: 4091.259521
	Iteration 8F: 3 clusters Score -2.963963e+07 nChanged 15097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199679 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -29647498.000000 Penalty: 4091.259521
	Iteration 9F: 3 clusters Score -2.96475e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205596 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -29654860.000000 Penalty: 4091.259521
	Iteration 10Q: 3 clusters Score -2.965486e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210474 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -29661430.000000 Penalty: 4091.259521
	Iteration 11Q: 3 clusters Score -2.966143e+07 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214369 members 
Mstep: Class 2 contains 78796 members 
Entering Unmasked Estep 
Score: -29666904.000000 Penalty: 4091.259521
	Iteration 12Q: 3 clusters Score -2.96669e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217718 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -29670786.000000 Penalty: 4091.259521
	Iteration 13Q: 3 clusters Score -2.967079e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220823 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -29673116.000000 Penalty: 4091.259521
	Iteration 14Q: 3 clusters Score -2.967312e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223773 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -29674748.000000 Penalty: 4091.259521
	Iteration 15Q: 3 clusters Score -2.967475e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226574 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -29675668.000000 Penalty: 4091.259521
	Iteration 16Q: 3 clusters Score -2.967567e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229248 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -29676670.000000 Penalty: 4091.259521
	Iteration 17Q: 3 clusters Score -2.967667e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231903 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -29677528.000000 Penalty: 4091.259521
	Iteration 18Q: 3 clusters Score -2.967753e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234498 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -29678310.000000 Penalty: 4091.259521
	Iteration 19Q: 3 clusters Score -2.967831e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237147 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -29679162.000000 Penalty: 4091.259521
	Iteration 20F: 3 clusters Score -2.967916e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239804 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -29680030.000000 Penalty: 4091.259521
	Iteration 21Q: 3 clusters Score -2.968003e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242515 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -29680948.000000 Penalty: 4091.259521
	Iteration 22Q: 3 clusters Score -2.968095e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245227 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -29681852.000000 Penalty: 4091.259521
	Iteration 23Q: 3 clusters Score -2.968185e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248015 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -29682918.000000 Penalty: 4091.259521
	Iteration 24Q: 3 clusters Score -2.968292e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250808 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -29683800.000000 Penalty: 4091.259521
	Iteration 25Q: 3 clusters Score -2.96838e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253525 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -29684938.000000 Penalty: 4091.259521
	Iteration 26Q: 3 clusters Score -2.968494e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256331 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -29686036.000000 Penalty: 4091.259521
	Iteration 27Q: 3 clusters Score -2.968604e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259156 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -29687100.000000 Penalty: 4091.259521
	Iteration 28Q: 3 clusters Score -2.96871e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261913 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -29688324.000000 Penalty: 4091.259521
	Iteration 29Q: 3 clusters Score -2.968832e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264646 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -29689360.000000 Penalty: 4091.259521
	Iteration 30Q: 3 clusters Score -2.968936e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267399 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -29690610.000000 Penalty: 4091.259521
	Iteration 31Q: 3 clusters Score -2.969061e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270040 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -29691700.000000 Penalty: 4091.259521
	Iteration 32Q: 3 clusters Score -2.96917e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272508 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -29692684.000000 Penalty: 4091.259521
	Iteration 33Q: 3 clusters Score -2.969268e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274777 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -29693764.000000 Penalty: 4091.259521
	Iteration 34Q: 3 clusters Score -2.969376e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276844 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -29694830.000000 Penalty: 4091.259521
	Iteration 35Q: 3 clusters Score -2.969483e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278708 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -29695742.000000 Penalty: 4091.259521
	Iteration 36Q: 3 clusters Score -2.969574e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280416 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -29696576.000000 Penalty: 4091.259521
	Iteration 37Q: 3 clusters Score -2.969658e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281961 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -29697346.000000 Penalty: 4091.259521
	Iteration 38Q: 3 clusters Score -2.969735e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283353 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -29698152.000000 Penalty: 4091.259521
	Iteration 39Q: 3 clusters Score -2.969815e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284602 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -29698726.000000 Penalty: 4091.259521
	Iteration 40F: 3 clusters Score -2.969873e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285622 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -29699224.000000 Penalty: 4091.259521
	Iteration 41Q: 3 clusters Score -2.969922e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286521 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -29699656.000000 Penalty: 4091.259521
	Iteration 42Q: 3 clusters Score -2.969966e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287273 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -29700168.000000 Penalty: 4091.259521
	Iteration 43Q: 3 clusters Score -2.970017e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287938 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -29700496.000000 Penalty: 4091.259521
	Iteration 44Q: 3 clusters Score -2.97005e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288495 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -29700774.000000 Penalty: 4091.259521
	Iteration 45Q: 3 clusters Score -2.970077e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288941 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -29700954.000000 Penalty: 4091.259521
	Iteration 46Q: 3 clusters Score -2.970095e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289304 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -29701142.000000 Penalty: 4091.259521
	Iteration 47Q: 3 clusters Score -2.970114e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289598 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -29701188.000000 Penalty: 4091.259521
	Iteration 48Q: 3 clusters Score -2.970119e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289835 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -29701318.000000 Penalty: 4091.259521
	Iteration 49Q: 3 clusters Score -2.970132e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290038 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -29701384.000000 Penalty: 4091.259521
	Iteration 50Q: 3 clusters Score -2.970138e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290209 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -29701506.000000 Penalty: 4091.259521
	Iteration 51Q: 3 clusters Score -2.970151e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290353 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -29701514.000000 Penalty: 4091.259521
	Iteration 52Q: 3 clusters Score -2.970151e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290488 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -29701568.000000 Penalty: 4091.259521
	Iteration 53Q: 3 clusters Score -2.970157e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290589 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -29701584.000000 Penalty: 4091.259521
	Iteration 54Q: 3 clusters Score -2.970158e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290690 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -29701630.000000 Penalty: 4091.259521
	Iteration 55Q: 3 clusters Score -2.970163e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290770 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -29701700.000000 Penalty: 4091.259521
	Iteration 56Q: 3 clusters Score -2.97017e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290855 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -29701730.000000 Penalty: 4091.259521
	Iteration 57Q: 3 clusters Score -2.970173e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290947 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -29701742.000000 Penalty: 4091.259521
	Iteration 58Q: 3 clusters Score -2.970174e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291024 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -29701782.000000 Penalty: 4091.259521
	Iteration 59Q: 3 clusters Score -2.970178e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291083 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -29701822.000000 Penalty: 4091.259521
	Iteration 60F: 3 clusters Score -2.970182e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291143 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -29701864.000000 Penalty: 4091.259521
	Iteration 61Q: 3 clusters Score -2.970186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291186 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -29701874.000000 Penalty: 4091.259521
	Iteration 62Q: 3 clusters Score -2.970187e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291227 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -29701856.000000 Penalty: 4091.259521
	Iteration 63Q: 3 clusters Score -2.970186e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291261 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -29701902.000000 Penalty: 4091.259521
	Iteration 64Q: 3 clusters Score -2.97019e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291291 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -29701922.000000 Penalty: 4091.259521
	Iteration 65Q: 3 clusters Score -2.970192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291323 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -29701898.000000 Penalty: 4091.259521
	Iteration 66Q: 3 clusters Score -2.97019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291344 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -29701954.000000 Penalty: 4091.259521
	Iteration 67Q: 3 clusters Score -2.970195e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291359 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -29701938.000000 Penalty: 4091.259521
	Iteration 68Q: 3 clusters Score -2.970194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291376 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -29701942.000000 Penalty: 4091.259521
	Iteration 69Q: 3 clusters Score -2.970194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291385 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -29701952.000000 Penalty: 4091.259521
	Iteration 70Q: 3 clusters Score -2.970195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291393 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -29701956.000000 Penalty: 4091.259521
	Iteration 71Q: 3 clusters Score -2.970196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291406 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -29701958.000000 Penalty: 4091.259521
	Iteration 72Q: 3 clusters Score -2.970196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291420 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -29701978.000000 Penalty: 4091.259521
	Iteration 73Q: 3 clusters Score -2.970198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291434 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -29701974.000000 Penalty: 4091.259521
	Iteration 74Q: 3 clusters Score -2.970197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291448 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -29701972.000000 Penalty: 4091.259521
	Iteration 75Q: 3 clusters Score -2.970197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291463 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -29701934.000000 Penalty: 4091.259521
	Iteration 76Q: 3 clusters Score -2.970193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291479 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -29701938.000000 Penalty: 4091.259521
	Iteration 77Q: 3 clusters Score -2.970194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291493 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -29701954.000000 Penalty: 4091.259521
	Iteration 78Q: 3 clusters Score -2.970195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291504 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -29701944.000000 Penalty: 4091.259521
	Iteration 79Q: 3 clusters Score -2.970194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291508 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -29701926.000000 Penalty: 4091.259521
	Iteration 80F: 3 clusters Score -2.970193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291513 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -29701932.000000 Penalty: 4091.259521
	Iteration 81Q: 3 clusters Score -2.970193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291519 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -29701940.000000 Penalty: 4091.259521
	Iteration 82Q: 3 clusters Score -2.970194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291525 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -29701954.000000 Penalty: 4091.259521
	Iteration 83Q: 3 clusters Score -2.970195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291532 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -29701958.000000 Penalty: 4091.259521
	Iteration 84Q: 3 clusters Score -2.970196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291531 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -29701966.000000 Penalty: 4091.259521
	Iteration 85Q: 3 clusters Score -2.970197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291531 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -29701970.000000 Penalty: 4091.259521
	Iteration 86Q: 3 clusters Score -2.970197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291531 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -29701970.000000 Penalty: 4091.259521
	Iteration 87F: 3 clusters Score -2.970197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Entering Unmasked Estep 
Score: -4729985.500000 Penalty: 1743.817993
	Iteration 0F: 2 clusters Score -4729986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -4699309.000000 Penalty: 3487.635986
	Iteration 0F: 3 clusters Score -4699309 nChanged 21369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -4711407.000000 Penalty: 3487.635986
	Iteration 1F: 3 clusters Score -4711407 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -4711901.500000 Penalty: 3487.635986
	Iteration 2Q: 3 clusters Score -4711902 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -4712485.500000 Penalty: 3487.635986
	Iteration 3Q: 3 clusters Score -4712486 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -4713062.000000 Penalty: 3487.635986
	Iteration 4Q: 3 clusters Score -4713062 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -4714028.500000 Penalty: 3487.635986
	Iteration 5Q: 3 clusters Score -4714028 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -4715415.500000 Penalty: 3487.635986
	Iteration 6F: 3 clusters Score -4715416 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -4717471.500000 Penalty: 3487.635986
	Iteration 7F: 3 clusters Score -4717472 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4720283.500000 Penalty: 3487.635986
	Iteration 8F: 3 clusters Score -4720284 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4722930.000000 Penalty: 3487.635986
	Iteration 9F: 3 clusters Score -4722930 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4724673.500000 Penalty: 3487.635986
	Iteration 10F: 3 clusters Score -4724674 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -4725531.000000 Penalty: 3487.635986
	Iteration 11Q: 3 clusters Score -4725531 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4725950.500000 Penalty: 3487.635986
	Iteration 12Q: 3 clusters Score -4725950 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4726230.500000 Penalty: 3487.635986
	Iteration 13Q: 3 clusters Score -4726230 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -4726449.000000 Penalty: 3487.635986
	Iteration 14Q: 3 clusters Score -4726449 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4726639.500000 Penalty: 3487.635986
	Iteration 15Q: 3 clusters Score -4726640 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4726793.000000 Penalty: 3487.635986
	Iteration 16Q: 3 clusters Score -4726793 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4726964.500000 Penalty: 3487.635986
	Iteration 17Q: 3 clusters Score -4726964 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -4727100.500000 Penalty: 3487.635986
	Iteration 18Q: 3 clusters Score -4727100 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -4727235.500000 Penalty: 3487.635986
	Iteration 19Q: 3 clusters Score -4727236 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -4727340.000000 Penalty: 3487.635986
	Iteration 20F: 3 clusters Score -4727340 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -4727430.000000 Penalty: 3487.635986
	Iteration 21Q: 3 clusters Score -4727430 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -4727515.000000 Penalty: 3487.635986
	Iteration 22Q: 3 clusters Score -4727515 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -4727624.000000 Penalty: 3487.635986
	Iteration 23Q: 3 clusters Score -4727624 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -4727714.500000 Penalty: 3487.635986
	Iteration 24Q: 3 clusters Score -4727714 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -4727796.500000 Penalty: 3487.635986
	Iteration 25Q: 3 clusters Score -4727796 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -4727865.500000 Penalty: 3487.635986
	Iteration 26Q: 3 clusters Score -4727866 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -4727923.500000 Penalty: 3487.635986
	Iteration 27Q: 3 clusters Score -4727924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -4727967.000000 Penalty: 3487.635986
	Iteration 28Q: 3 clusters Score -4727967 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -4728022.000000 Penalty: 3487.635986
	Iteration 29Q: 3 clusters Score -4728022 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -4728053.500000 Penalty: 3487.635986
	Iteration 30Q: 3 clusters Score -4728054 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -4728084.000000 Penalty: 3487.635986
	Iteration 31Q: 3 clusters Score -4728084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -4728122.000000 Penalty: 3487.635986
	Iteration 32Q: 3 clusters Score -4728122 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -4728164.000000 Penalty: 3487.635986
	Iteration 33Q: 3 clusters Score -4728164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -4728212.000000 Penalty: 3487.635986
	Iteration 34Q: 3 clusters Score -4728212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -4728246.000000 Penalty: 3487.635986
	Iteration 35Q: 3 clusters Score -4728246 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -4728294.500000 Penalty: 3487.635986
	Iteration 36Q: 3 clusters Score -4728294 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -4728314.500000 Penalty: 3487.635986
	Iteration 37Q: 3 clusters Score -4728314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -4728347.000000 Penalty: 3487.635986
	Iteration 38Q: 3 clusters Score -4728347 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -4728393.000000 Penalty: 3487.635986
	Iteration 39Q: 3 clusters Score -4728393 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -4728415.000000 Penalty: 3487.635986
	Iteration 40F: 3 clusters Score -4728415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -4728426.000000 Penalty: 3487.635986
	Iteration 41Q: 3 clusters Score -4728426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -4728430.500000 Penalty: 3487.635986
	Iteration 42Q: 3 clusters Score -4728430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -4728454.000000 Penalty: 3487.635986
	Iteration 43Q: 3 clusters Score -4728454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -4728459.500000 Penalty: 3487.635986
	Iteration 44Q: 3 clusters Score -4728460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -4728475.500000 Penalty: 3487.635986
	Iteration 45Q: 3 clusters Score -4728476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -4728483.000000 Penalty: 3487.635986
	Iteration 46Q: 3 clusters Score -4728483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -4728501.500000 Penalty: 3487.635986
	Iteration 47Q: 3 clusters Score -4728502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -4728507.000000 Penalty: 3487.635986
	Iteration 48Q: 3 clusters Score -4728507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -4728525.500000 Penalty: 3487.635986
	Iteration 49Q: 3 clusters Score -4728526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -4728523.500000 Penalty: 3487.635986
	Iteration 50Q: 3 clusters Score -4728524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -4728519.500000 Penalty: 3487.635986
	Iteration 51Q: 3 clusters Score -4728520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -4728520.500000 Penalty: 3487.635986
	Iteration 52Q: 3 clusters Score -4728520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -4728524.500000 Penalty: 3487.635986
	Iteration 53Q: 3 clusters Score -4728524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -4728527.500000 Penalty: 3487.635986
	Iteration 54Q: 3 clusters Score -4728528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -4728525.500000 Penalty: 3487.635986
	Iteration 55Q: 3 clusters Score -4728526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -4728529.000000 Penalty: 3487.635986
	Iteration 56Q: 3 clusters Score -4728529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -4728534.000000 Penalty: 3487.635986
	Iteration 57Q: 3 clusters Score -4728534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -4728538.500000 Penalty: 3487.635986
	Iteration 58Q: 3 clusters Score -4728538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -4728532.000000 Penalty: 3487.635986
	Iteration 59Q: 3 clusters Score -4728532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -4728533.000000 Penalty: 3487.635986
	Iteration 60F: 3 clusters Score -4728533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -4728536.000000 Penalty: 3487.635986
	Iteration 61Q: 3 clusters Score -4728536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -4728538.000000 Penalty: 3487.635986
	Iteration 62Q: 3 clusters Score -4728538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -4728535.000000 Penalty: 3487.635986
	Iteration 63Q: 3 clusters Score -4728535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -4728535.000000 Penalty: 3487.635986
	Iteration 64Q: 3 clusters Score -4728535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -4728531.500000 Penalty: 3487.635986
	Iteration 65Q: 3 clusters Score -4728532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -4728533.500000 Penalty: 3487.635986
	Iteration 66Q: 3 clusters Score -4728534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -4728535.500000 Penalty: 3487.635986
	Iteration 67Q: 3 clusters Score -4728536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -4728535.500000 Penalty: 3487.635986
	Iteration 68Q: 3 clusters Score -4728536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -4728533.000000 Penalty: 3487.635986
	Iteration 69Q: 3 clusters Score -4728533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -4728536.500000 Penalty: 3487.635986
	Iteration 70Q: 3 clusters Score -4728536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -4728541.500000 Penalty: 3487.635986
	Iteration 71Q: 3 clusters Score -4728542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -4728542.500000 Penalty: 3487.635986
	Iteration 72Q: 3 clusters Score -4728542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -4728539.000000 Penalty: 3487.635986
	Iteration 73Q: 3 clusters Score -4728539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -4728540.000000 Penalty: 3487.635986
	Iteration 74Q: 3 clusters Score -4728540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -4728542.500000 Penalty: 3487.635986
	Iteration 75Q: 3 clusters Score -4728542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -4728544.000000 Penalty: 3487.635986
	Iteration 76Q: 3 clusters Score -4728544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -4728545.000000 Penalty: 3487.635986
	Iteration 77Q: 3 clusters Score -4728545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -4728541.500000 Penalty: 3487.635986
	Iteration 78Q: 3 clusters Score -4728542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -4728541.500000 Penalty: 3487.635986
	Iteration 79F: 3 clusters Score -4728542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -328263.000000 Penalty: 1304.040161
	Iteration 0F: 2 clusters Score -328263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -325453.156250 Penalty: 2608.080322
	Iteration 0F: 3 clusters Score -325453.2 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -326074.281250 Penalty: 2608.080322
	Iteration 1F: 3 clusters Score -326074.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -326191.312500 Penalty: 2608.080322
	Iteration 2F: 3 clusters Score -326191.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -326284.406250 Penalty: 2608.080322
	Iteration 3F: 3 clusters Score -326284.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -326338.593750 Penalty: 2608.080322
	Iteration 4Q: 3 clusters Score -326338.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -326371.812500 Penalty: 2608.080322
	Iteration 5Q: 3 clusters Score -326371.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -326407.656250 Penalty: 2608.080322
	Iteration 6Q: 3 clusters Score -326407.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -326430.093750 Penalty: 2608.080322
	Iteration 7Q: 3 clusters Score -326430.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -326448.906250 Penalty: 2608.080322
	Iteration 8Q: 3 clusters Score -326448.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -326466.156250 Penalty: 2608.080322
	Iteration 9Q: 3 clusters Score -326466.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -326479.031250 Penalty: 2608.080322
	Iteration 10Q: 3 clusters Score -326479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -326487.218750 Penalty: 2608.080322
	Iteration 11Q: 3 clusters Score -326487.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -326493.562500 Penalty: 2608.080322
	Iteration 12Q: 3 clusters Score -326493.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -326498.156250 Penalty: 2608.080322
	Iteration 13Q: 3 clusters Score -326498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -326501.625000 Penalty: 2608.080322
	Iteration 14Q: 3 clusters Score -326501.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -326504.531250 Penalty: 2608.080322
	Iteration 15Q: 3 clusters Score -326504.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -326508.937500 Penalty: 2608.080322
	Iteration 16Q: 3 clusters Score -326508.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -326515.531250 Penalty: 2608.080322
	Iteration 17Q: 3 clusters Score -326515.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -326520.125000 Penalty: 2608.080322
	Iteration 18Q: 3 clusters Score -326520.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -326523.093750 Penalty: 2608.080322
	Iteration 19Q: 3 clusters Score -326523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -326525.812500 Penalty: 2608.080322
	Iteration 20F: 3 clusters Score -326525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -326527.312500 Penalty: 2608.080322
	Iteration 21Q: 3 clusters Score -326527.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -326529.000000 Penalty: 2608.080322
	Iteration 22Q: 3 clusters Score -326529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -326530.531250 Penalty: 2608.080322
	Iteration 23Q: 3 clusters Score -326530.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -326533.468750 Penalty: 2608.080322
	Iteration 24Q: 3 clusters Score -326533.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -326538.187500 Penalty: 2608.080322
	Iteration 25Q: 3 clusters Score -326538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -326539.718750 Penalty: 2608.080322
	Iteration 26Q: 3 clusters Score -326539.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -326542.062500 Penalty: 2608.080322
	Iteration 27Q: 3 clusters Score -326542.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -326545.031250 Penalty: 2608.080322
	Iteration 28Q: 3 clusters Score -326545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -326546.187500 Penalty: 2608.080322
	Iteration 29Q: 3 clusters Score -326546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -326548.468750 Penalty: 2608.080322
	Iteration 30Q: 3 clusters Score -326548.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -326552.375000 Penalty: 2608.080322
	Iteration 31Q: 3 clusters Score -326552.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -326556.562500 Penalty: 2608.080322
	Iteration 32Q: 3 clusters Score -326556.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -326559.937500 Penalty: 2608.080322
	Iteration 33Q: 3 clusters Score -326559.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -326563.218750 Penalty: 2608.080322
	Iteration 34Q: 3 clusters Score -326563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -326564.343750 Penalty: 2608.080322
	Iteration 35Q: 3 clusters Score -326564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -326565.468750 Penalty: 2608.080322
	Iteration 36Q: 3 clusters Score -326565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -326565.687500 Penalty: 2608.080322
	Iteration 37Q: 3 clusters Score -326565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -326566.062500 Penalty: 2608.080322
	Iteration 38Q: 3 clusters Score -326566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -326566.062500 Penalty: 2608.080322
	Iteration 39F: 3 clusters Score -326566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91753 members 
Mstep: Class 2 contains 12858 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 58083 members 
Mstep: Class 6 contains 292812 members 
Mstep: Class 7 contains 52316 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 21480 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 56110 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 16 contains 293165 members 
Mstep: Class 18 contains 45761 members 
Mstep: Class 20 contains 3056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133040.000000 Penalty: 33526.671875
Iteration 119Q: 16 clusters Score -9.413304e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 58087 members 
Mstep: Class 6 contains 292766 members 
Mstep: Class 7 contains 52296 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 21492 members 
Mstep: Class 10 contains 5488 members 
Mstep: Class 11 contains 56083 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 16 contains 293016 members 
Mstep: Class 18 contains 45780 members 
Mstep: Class 20 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94133760.000000 Penalty: 33526.671875
Iteration 120F: 16 clusters Score -9.413376e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 14081 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 58060 members 
Mstep: Class 6 contains 292528 members 
Mstep: Class 7 contains 52209 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21489 members 
Mstep: Class 10 contains 5487 members 
Mstep: Class 11 contains 56072 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 292434 members 
Mstep: Class 18 contains 45775 members 
Mstep: Class 20 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94134696.000000 Penalty: 33526.671875
Iteration 121Q: 16 clusters Score -9.41347e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 14962 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 58018 members 
Mstep: Class 6 contains 292234 members 
Mstep: Class 7 contains 52126 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 21482 members 
Mstep: Class 10 contains 5488 members 
Mstep: Class 11 contains 56043 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 292094 members 
Mstep: Class 18 contains 45751 members 
Mstep: Class 20 contains 3024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94135536.000000 Penalty: 33526.671875
Iteration 122Q: 16 clusters Score -9.413554e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 15786 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 57977 members 
Mstep: Class 6 contains 291909 members 
Mstep: Class 7 contains 52043 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21482 members 
Mstep: Class 10 contains 5488 members 
Mstep: Class 11 contains 56014 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 16 contains 291807 members 
Mstep: Class 18 contains 45735 members 
Mstep: Class 20 contains 3018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136280.000000 Penalty: 33526.671875
Iteration 123Q: 16 clusters Score -9.413628e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91590 members 
Mstep: Class 2 contains 16569 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 57928 members 
Mstep: Class 6 contains 291573 members 
Mstep: Class 7 contains 51916 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 21486 members 
Mstep: Class 10 contains 5488 members 
Mstep: Class 11 contains 56004 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 16 contains 291617 members 
Mstep: Class 18 contains 45716 members 
Mstep: Class 20 contains 3005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94136592.000000 Penalty: 33526.671875
Iteration 124Q: 16 clusters Score -9.413659e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 17243 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57866 members 
Mstep: Class 6 contains 291285 members 
Mstep: Class 7 contains 51837 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 21478 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 56002 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 16 contains 291443 members 
Mstep: Class 18 contains 45699 members 
Mstep: Class 20 contains 2995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137312.000000 Penalty: 33526.671875
Iteration 125Q: 16 clusters Score -9.413731e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91519 members 
Mstep: Class 2 contains 17891 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57812 members 
Mstep: Class 6 contains 290998 members 
Mstep: Class 7 contains 51768 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 21463 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 56014 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 16 contains 291283 members 
Mstep: Class 18 contains 45667 members 
Mstep: Class 20 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137688.000000 Penalty: 33526.671875
Iteration 126Q: 16 clusters Score -9.413769e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 18507 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 57782 members 
Mstep: Class 6 contains 290708 members 
Mstep: Class 7 contains 51688 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 21452 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 56016 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 16 contains 291144 members 
Mstep: Class 18 contains 45626 members 
Mstep: Class 20 contains 2965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94137880.000000 Penalty: 33526.671875
Iteration 127Q: 16 clusters Score -9.413788e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 19075 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57735 members 
Mstep: Class 6 contains 290382 members 
Mstep: Class 7 contains 51605 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21448 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 56031 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 16 contains 291064 members 
Mstep: Class 18 contains 45601 members 
Mstep: Class 20 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94138144.000000 Penalty: 33526.671875
Iteration 128Q: 16 clusters Score -9.413814e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 19575 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57695 members 
Mstep: Class 6 contains 290098 members 
Mstep: Class 7 contains 51517 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 21438 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 56046 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 291004 members 
Mstep: Class 18 contains 45566 members 
Mstep: Class 20 contains 2941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94138544.000000 Penalty: 33526.671875
Iteration 129Q: 16 clusters Score -9.413854e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 20020 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57649 members 
Mstep: Class 6 contains 289842 members 
Mstep: Class 7 contains 51412 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21441 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 56049 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 290963 members 
Mstep: Class 18 contains 45527 members 
Mstep: Class 20 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94138824.000000 Penalty: 33526.671875
Iteration 130Q: 16 clusters Score -9.413882e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 20403 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57612 members 
Mstep: Class 6 contains 289616 members 
Mstep: Class 7 contains 51329 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 21451 members 
Mstep: Class 10 contains 5491 members 
Mstep: Class 11 contains 56052 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 290943 members 
Mstep: Class 18 contains 45488 members 
Mstep: Class 20 contains 2922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94138840.000000 Penalty: 33526.671875
Iteration 131Q: 16 clusters Score -9.413884e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 20738 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57584 members 
Mstep: Class 6 contains 289421 members 
Mstep: Class 7 contains 51265 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 21462 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 56057 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 290890 members 
Mstep: Class 18 contains 45452 members 
Mstep: Class 20 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139080.000000 Penalty: 33526.671875
Iteration 132Q: 16 clusters Score -9.413908e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 21056 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57571 members 
Mstep: Class 6 contains 289237 members 
Mstep: Class 7 contains 51214 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 21468 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 56064 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 290828 members 
Mstep: Class 18 contains 45419 members 
Mstep: Class 20 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139312.000000 Penalty: 33526.671875
Iteration 133Q: 16 clusters Score -9.413931e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 21331 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57549 members 
Mstep: Class 6 contains 289066 members 
Mstep: Class 7 contains 51143 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21467 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 56066 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 290829 members 
Mstep: Class 18 contains 45385 members 
Mstep: Class 20 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139560.000000 Penalty: 33526.671875
Iteration 134Q: 16 clusters Score -9.413956e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 21577 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57531 members 
Mstep: Class 6 contains 288882 members 
Mstep: Class 7 contains 51060 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 21471 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 56067 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 16 contains 290885 members 
Mstep: Class 18 contains 45355 members 
Mstep: Class 20 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139432.000000 Penalty: 33526.671875
Iteration 135Q: 16 clusters Score -9.413943e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 21813 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57502 members 
Mstep: Class 6 contains 288732 members 
Mstep: Class 7 contains 50981 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21463 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 56081 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 290913 members 
Mstep: Class 18 contains 45326 members 
Mstep: Class 20 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139512.000000 Penalty: 33526.671875
Iteration 136Q: 16 clusters Score -9.413951e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 22022 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57469 members 
Mstep: Class 6 contains 288583 members 
Mstep: Class 7 contains 50917 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21456 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 56092 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 290925 members 
Mstep: Class 18 contains 45313 members 
Mstep: Class 20 contains 2893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139712.000000 Penalty: 33526.671875
Iteration 137Q: 16 clusters Score -9.413971e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 22220 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 57445 members 
Mstep: Class 6 contains 288434 members 
Mstep: Class 7 contains 50860 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21455 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 56100 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 16 contains 290951 members 
Mstep: Class 18 contains 45297 members 
Mstep: Class 20 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139672.000000 Penalty: 33526.671875
Iteration 138Q: 16 clusters Score -9.413967e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 22418 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57428 members 
Mstep: Class 6 contains 288312 members 
Mstep: Class 7 contains 50782 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21452 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 56105 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 16 contains 290977 members 
Mstep: Class 18 contains 45278 members 
Mstep: Class 20 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139712.000000 Penalty: 33526.671875
Iteration 139Q: 16 clusters Score -9.413971e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 22617 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57405 members 
Mstep: Class 6 contains 288206 members 
Mstep: Class 7 contains 50709 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21441 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 56108 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 16 contains 291010 members 
Mstep: Class 18 contains 45251 members 
Mstep: Class 20 contains 2887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139808.000000 Penalty: 33526.671875
Iteration 140F: 16 clusters Score -9.413981e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 22816 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57390 members 
Mstep: Class 6 contains 288134 members 
Mstep: Class 7 contains 50634 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21433 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 56103 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 16 contains 291003 members 
Mstep: Class 18 contains 45227 members 
Mstep: Class 20 contains 2882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139840.000000 Penalty: 33526.671875
Iteration 141Q: 16 clusters Score -9.413984e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 22999 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57372 members 
Mstep: Class 6 contains 288087 members 
Mstep: Class 7 contains 50568 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 21430 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 56101 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 16 contains 290980 members 
Mstep: Class 18 contains 45205 members 
Mstep: Class 20 contains 2870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139752.000000 Penalty: 33526.671875
Iteration 142Q: 16 clusters Score -9.413975e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 23142 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57355 members 
Mstep: Class 6 contains 288031 members 
Mstep: Class 7 contains 50505 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21432 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 56103 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 290982 members 
Mstep: Class 18 contains 45184 members 
Mstep: Class 20 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139856.000000 Penalty: 33526.671875
Iteration 143Q: 16 clusters Score -9.413986e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 23283 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57349 members 
Mstep: Class 6 contains 287990 members 
Mstep: Class 7 contains 50461 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 21430 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 56102 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 290951 members 
Mstep: Class 18 contains 45166 members 
Mstep: Class 20 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139832.000000 Penalty: 33526.671875
Iteration 144Q: 16 clusters Score -9.413983e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 23412 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57338 members 
Mstep: Class 6 contains 287960 members 
Mstep: Class 7 contains 50416 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 21430 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56098 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 290915 members 
Mstep: Class 18 contains 45161 members 
Mstep: Class 20 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139952.000000 Penalty: 33526.671875
Iteration 145Q: 16 clusters Score -9.413995e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 23525 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57340 members 
Mstep: Class 6 contains 287925 members 
Mstep: Class 7 contains 50346 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 21423 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56104 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 290922 members 
Mstep: Class 18 contains 45142 members 
Mstep: Class 20 contains 2837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140024.000000 Penalty: 33526.671875
Iteration 146Q: 16 clusters Score -9.414002e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 23619 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57354 members 
Mstep: Class 6 contains 287898 members 
Mstep: Class 7 contains 50280 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21420 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56109 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 290933 members 
Mstep: Class 18 contains 45125 members 
Mstep: Class 20 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139920.000000 Penalty: 33526.671875
Iteration 147Q: 16 clusters Score -9.413992e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 23699 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57366 members 
Mstep: Class 6 contains 287873 members 
Mstep: Class 7 contains 50213 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21416 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56113 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 290960 members 
Mstep: Class 18 contains 45108 members 
Mstep: Class 20 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139880.000000 Penalty: 33526.671875
Iteration 148Q: 16 clusters Score -9.413988e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 23780 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57375 members 
Mstep: Class 6 contains 287843 members 
Mstep: Class 7 contains 50131 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56121 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291006 members 
Mstep: Class 18 contains 45092 members 
Mstep: Class 20 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94139992.000000 Penalty: 33526.671875
Iteration 149Q: 16 clusters Score -9.413999e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 23848 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57379 members 
Mstep: Class 6 contains 287821 members 
Mstep: Class 7 contains 50062 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21413 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56126 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291034 members 
Mstep: Class 18 contains 45082 members 
Mstep: Class 20 contains 2802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140016.000000 Penalty: 33526.671875
Iteration 150Q: 16 clusters Score -9.414002e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57381 members 
Mstep: Class 6 contains 287801 members 
Mstep: Class 7 contains 50008 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21412 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56129 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291056 members 
Mstep: Class 18 contains 45076 members 
Mstep: Class 20 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140168.000000 Penalty: 33526.671875
Iteration 151Q: 16 clusters Score -9.414017e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 57386 members 
Mstep: Class 6 contains 287792 members 
Mstep: Class 7 contains 49954 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21406 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56131 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291068 members 
Mstep: Class 18 contains 45074 members 
Mstep: Class 20 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140216.000000 Penalty: 33526.671875
Iteration 152Q: 16 clusters Score -9.414022e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 24026 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 57391 members 
Mstep: Class 6 contains 287778 members 
Mstep: Class 7 contains 49911 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21402 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56133 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291076 members 
Mstep: Class 18 contains 45071 members 
Mstep: Class 20 contains 2783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140176.000000 Penalty: 33526.671875
Iteration 153Q: 16 clusters Score -9.414018e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 24084 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 57409 members 
Mstep: Class 6 contains 287759 members 
Mstep: Class 7 contains 49867 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21406 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56134 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291083 members 
Mstep: Class 18 contains 45063 members 
Mstep: Class 20 contains 2778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140088.000000 Penalty: 33526.671875
Iteration 154Q: 16 clusters Score -9.414009e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 24135 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 57419 members 
Mstep: Class 6 contains 287751 members 
Mstep: Class 7 contains 49824 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21412 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56135 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291076 members 
Mstep: Class 18 contains 45055 members 
Mstep: Class 20 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140176.000000 Penalty: 33526.671875
Iteration 155Q: 16 clusters Score -9.414018e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 24204 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57429 members 
Mstep: Class 6 contains 287722 members 
Mstep: Class 7 contains 49774 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21411 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56136 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291086 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140104.000000 Penalty: 33526.671875
Iteration 156Q: 16 clusters Score -9.41401e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57454 members 
Mstep: Class 6 contains 287687 members 
Mstep: Class 7 contains 49733 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56136 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291095 members 
Mstep: Class 18 contains 45031 members 
Mstep: Class 20 contains 2753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140120.000000 Penalty: 33526.671875
Iteration 157Q: 16 clusters Score -9.414012e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 24318 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57484 members 
Mstep: Class 6 contains 287662 members 
Mstep: Class 7 contains 49678 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21410 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56139 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291124 members 
Mstep: Class 18 contains 45015 members 
Mstep: Class 20 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140112.000000 Penalty: 33526.671875
Iteration 158Q: 16 clusters Score -9.414011e+07 nChanged 332
Entering ConstructFrom: 
Score: -94140112.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (91822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Entering Unmasked Estep 
Score: -9511579.000000 Penalty: 1856.986206
	Iteration 0F: 2 clusters Score -9511579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -9450044.000000 Penalty: 3713.972412
	Iteration 0F: 3 clusters Score -9450044 nChanged 43935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -9475306.000000 Penalty: 3713.972412
	Iteration 1F: 3 clusters Score -9475306 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -9475940.000000 Penalty: 3713.972412
	Iteration 2Q: 3 clusters Score -9475940 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -9476508.000000 Penalty: 3713.972412
	Iteration 3Q: 3 clusters Score -9476508 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -9477306.000000 Penalty: 3713.972412
	Iteration 4Q: 3 clusters Score -9477306 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -9478282.000000 Penalty: 3713.972412
	Iteration 5Q: 3 clusters Score -9478282 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -9479693.000000 Penalty: 3713.972412
	Iteration 6Q: 3 clusters Score -9479693 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -9482076.000000 Penalty: 3713.972412
	Iteration 7Q: 3 clusters Score -9482076 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -9485712.000000 Penalty: 3713.972412
	Iteration 8F: 3 clusters Score -9485712 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -9491001.000000 Penalty: 3713.972412
	Iteration 9F: 3 clusters Score -9491001 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -9496942.000000 Penalty: 3713.972412
	Iteration 10F: 3 clusters Score -9496942 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -9502359.000000 Penalty: 3713.972412
	Iteration 11F: 3 clusters Score -9502359 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -9505969.000000 Penalty: 3713.972412
	Iteration 12Q: 3 clusters Score -9505969 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -9507967.000000 Penalty: 3713.972412
	Iteration 13Q: 3 clusters Score -9507967 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9508918.000000 Penalty: 3713.972412
	Iteration 14Q: 3 clusters Score -9508918 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9509492.000000 Penalty: 3713.972412
	Iteration 15Q: 3 clusters Score -9509492 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9509724.000000 Penalty: 3713.972412
	Iteration 16Q: 3 clusters Score -9509724 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9509830.000000 Penalty: 3713.972412
	Iteration 17Q: 3 clusters Score -9509830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91518 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9509886.000000 Penalty: 3713.972412
	Iteration 18Q: 3 clusters Score -9509886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9509913.000000 Penalty: 3713.972412
	Iteration 19Q: 3 clusters Score -9509913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91563 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9509928.000000 Penalty: 3713.972412
	Iteration 20F: 3 clusters Score -9509928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9509947.000000 Penalty: 3713.972412
	Iteration 21Q: 3 clusters Score -9509947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9509966.000000 Penalty: 3713.972412
	Iteration 22Q: 3 clusters Score -9509966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91592 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9509969.000000 Penalty: 3713.972412
	Iteration 23Q: 3 clusters Score -9509969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9509983.000000 Penalty: 3713.972412
	Iteration 24Q: 3 clusters Score -9509983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9509991.000000 Penalty: 3713.972412
	Iteration 25Q: 3 clusters Score -9509991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9510000.000000 Penalty: 3713.972412
	Iteration 26Q: 3 clusters Score -9510000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9510004.000000 Penalty: 3713.972412
	Iteration 27Q: 3 clusters Score -9510004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9510002.000000 Penalty: 3713.972412
	Iteration 28Q: 3 clusters Score -9510002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9510004.000000 Penalty: 3713.972412
	Iteration 29Q: 3 clusters Score -9510004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91614 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9510007.000000 Penalty: 3713.972412
	Iteration 30Q: 3 clusters Score -9510007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9510008.000000 Penalty: 3713.972412
	Iteration 31Q: 3 clusters Score -9510008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9510008.000000 Penalty: 3713.972412
	Iteration 32F: 3 clusters Score -9510008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Entering Unmasked Estep 
Score: -2527477.750000 Penalty: 1641.436768
	Iteration 0F: 2 clusters Score -2527478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2511004.500000 Penalty: 3282.873535
	Iteration 0F: 3 clusters Score -2511004 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2517095.000000 Penalty: 3282.873535
	Iteration 1F: 3 clusters Score -2517095 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2517445.000000 Penalty: 3282.873535
	Iteration 2Q: 3 clusters Score -2517445 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2517876.500000 Penalty: 3282.873535
	Iteration 3Q: 3 clusters Score -2517876 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2518427.000000 Penalty: 3282.873535
	Iteration 4Q: 3 clusters Score -2518427 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2519121.750000 Penalty: 3282.873535
	Iteration 5F: 3 clusters Score -2519122 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2520048.250000 Penalty: 3282.873535
	Iteration 6F: 3 clusters Score -2520048 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2521158.750000 Penalty: 3282.873535
	Iteration 7F: 3 clusters Score -2521159 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2522384.250000 Penalty: 3282.873535
	Iteration 8F: 3 clusters Score -2522384 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2523402.000000 Penalty: 3282.873535
	Iteration 9F: 3 clusters Score -2523402 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2524007.250000 Penalty: 3282.873535
	Iteration 10Q: 3 clusters Score -2524007 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2524322.750000 Penalty: 3282.873535
	Iteration 11Q: 3 clusters Score -2524323 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2524484.000000 Penalty: 3282.873535
	Iteration 12Q: 3 clusters Score -2524484 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2524617.750000 Penalty: 3282.873535
	Iteration 13Q: 3 clusters Score -2524618 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2524728.500000 Penalty: 3282.873535
	Iteration 14Q: 3 clusters Score -2524728 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2524815.000000 Penalty: 3282.873535
	Iteration 15Q: 3 clusters Score -2524815 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2524933.250000 Penalty: 3282.873535
	Iteration 16Q: 3 clusters Score -2524933 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2525039.250000 Penalty: 3282.873535
	Iteration 17Q: 3 clusters Score -2525039 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2525135.500000 Penalty: 3282.873535
	Iteration 18Q: 3 clusters Score -2525136 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2525221.250000 Penalty: 3282.873535
	Iteration 19Q: 3 clusters Score -2525221 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2525310.250000 Penalty: 3282.873535
	Iteration 20F: 3 clusters Score -2525310 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2525394.000000 Penalty: 3282.873535
	Iteration 21Q: 3 clusters Score -2525394 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2525490.500000 Penalty: 3282.873535
	Iteration 22Q: 3 clusters Score -2525490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2525583.500000 Penalty: 3282.873535
	Iteration 23Q: 3 clusters Score -2525584 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2525660.000000 Penalty: 3282.873535
	Iteration 24Q: 3 clusters Score -2525660 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2525735.000000 Penalty: 3282.873535
	Iteration 25Q: 3 clusters Score -2525735 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2525808.500000 Penalty: 3282.873535
	Iteration 26Q: 3 clusters Score -2525808 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2525847.750000 Penalty: 3282.873535
	Iteration 27Q: 3 clusters Score -2525848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2525893.000000 Penalty: 3282.873535
	Iteration 28Q: 3 clusters Score -2525893 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2525933.750000 Penalty: 3282.873535
	Iteration 29Q: 3 clusters Score -2525934 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2525972.500000 Penalty: 3282.873535
	Iteration 30Q: 3 clusters Score -2525972 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2526005.250000 Penalty: 3282.873535
	Iteration 31Q: 3 clusters Score -2526005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2526035.750000 Penalty: 3282.873535
	Iteration 32Q: 3 clusters Score -2526036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2526055.250000 Penalty: 3282.873535
	Iteration 33Q: 3 clusters Score -2526055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2526071.500000 Penalty: 3282.873535
	Iteration 34Q: 3 clusters Score -2526072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2526090.000000 Penalty: 3282.873535
	Iteration 35Q: 3 clusters Score -2526090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2526109.250000 Penalty: 3282.873535
	Iteration 36Q: 3 clusters Score -2526109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2526141.250000 Penalty: 3282.873535
	Iteration 37Q: 3 clusters Score -2526141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2526165.500000 Penalty: 3282.873535
	Iteration 38Q: 3 clusters Score -2526166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2526182.000000 Penalty: 3282.873535
	Iteration 39Q: 3 clusters Score -2526182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2526191.500000 Penalty: 3282.873535
	Iteration 40F: 3 clusters Score -2526192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2526220.750000 Penalty: 3282.873535
	Iteration 41Q: 3 clusters Score -2526221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2526227.750000 Penalty: 3282.873535
	Iteration 42Q: 3 clusters Score -2526228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2526230.750000 Penalty: 3282.873535
	Iteration 43Q: 3 clusters Score -2526231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2526238.250000 Penalty: 3282.873535
	Iteration 44Q: 3 clusters Score -2526238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2526244.500000 Penalty: 3282.873535
	Iteration 45Q: 3 clusters Score -2526244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2526245.250000 Penalty: 3282.873535
	Iteration 46Q: 3 clusters Score -2526245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2526244.000000 Penalty: 3282.873535
	Iteration 47Q: 3 clusters Score -2526244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2526250.000000 Penalty: 3282.873535
	Iteration 48Q: 3 clusters Score -2526250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2526248.500000 Penalty: 3282.873535
	Iteration 49Q: 3 clusters Score -2526248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2526248.000000 Penalty: 3282.873535
	Iteration 50Q: 3 clusters Score -2526248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2526248.000000 Penalty: 3282.873535
	Iteration 51Q: 3 clusters Score -2526248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2526246.000000 Penalty: 3282.873535
	Iteration 52Q: 3 clusters Score -2526246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2526246.750000 Penalty: 3282.873535
	Iteration 53Q: 3 clusters Score -2526247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2526244.750000 Penalty: 3282.873535
	Iteration 54Q: 3 clusters Score -2526245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2526244.750000 Penalty: 3282.873535
	Iteration 55F: 3 clusters Score -2526245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -181497.062500 Penalty: 1223.004028
	Iteration 0F: 2 clusters Score -181497.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -179505.234375 Penalty: 2446.008057
	Iteration 0F: 3 clusters Score -179505.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -179985.046875 Penalty: 2446.008057
	Iteration 1F: 3 clusters Score -179985 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180110.484375 Penalty: 2446.008057
	Iteration 2F: 3 clusters Score -180110.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180228.203125 Penalty: 2446.008057
	Iteration 3F: 3 clusters Score -180228.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -180325.125000 Penalty: 2446.008057
	Iteration 4Q: 3 clusters Score -180325.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -180420.156250 Penalty: 2446.008057
	Iteration 5Q: 3 clusters Score -180420.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -180498.859375 Penalty: 2446.008057
	Iteration 6Q: 3 clusters Score -180498.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -180536.500000 Penalty: 2446.008057
	Iteration 7Q: 3 clusters Score -180536.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180560.687500 Penalty: 2446.008057
	Iteration 8Q: 3 clusters Score -180560.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -180582.390625 Penalty: 2446.008057
	Iteration 9Q: 3 clusters Score -180582.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -180601.343750 Penalty: 2446.008057
	Iteration 10Q: 3 clusters Score -180601.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -180624.281250 Penalty: 2446.008057
	Iteration 11Q: 3 clusters Score -180624.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -180646.031250 Penalty: 2446.008057
	Iteration 12Q: 3 clusters Score -180646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -180666.062500 Penalty: 2446.008057
	Iteration 13Q: 3 clusters Score -180666.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -180683.187500 Penalty: 2446.008057
	Iteration 14Q: 3 clusters Score -180683.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -180699.484375 Penalty: 2446.008057
	Iteration 15Q: 3 clusters Score -180699.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -180718.046875 Penalty: 2446.008057
	Iteration 16Q: 3 clusters Score -180718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -180742.781250 Penalty: 2446.008057
	Iteration 17Q: 3 clusters Score -180742.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -180758.640625 Penalty: 2446.008057
	Iteration 18Q: 3 clusters Score -180758.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -180780.968750 Penalty: 2446.008057
	Iteration 19Q: 3 clusters Score -180781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180808.468750 Penalty: 2446.008057
	Iteration 20F: 3 clusters Score -180808.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -180833.062500 Penalty: 2446.008057
	Iteration 21Q: 3 clusters Score -180833.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -180861.437500 Penalty: 2446.008057
	Iteration 22Q: 3 clusters Score -180861.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -180881.390625 Penalty: 2446.008057
	Iteration 23Q: 3 clusters Score -180881.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -180903.359375 Penalty: 2446.008057
	Iteration 24Q: 3 clusters Score -180903.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -180927.921875 Penalty: 2446.008057
	Iteration 25Q: 3 clusters Score -180927.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -180940.984375 Penalty: 2446.008057
	Iteration 26Q: 3 clusters Score -180941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -180950.390625 Penalty: 2446.008057
	Iteration 27Q: 3 clusters Score -180950.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -180957.390625 Penalty: 2446.008057
	Iteration 28Q: 3 clusters Score -180957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -180958.640625 Penalty: 2446.008057
	Iteration 29Q: 3 clusters Score -180958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -180958.843750 Penalty: 2446.008057
	Iteration 30Q: 3 clusters Score -180958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -180958.843750 Penalty: 2446.008057
	Iteration 31F: 3 clusters Score -180958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -281886.343750 Penalty: 1286.777222
	Iteration 0F: 2 clusters Score -281886.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -279340.156250 Penalty: 2573.554443
	Iteration 0F: 3 clusters Score -279340.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -279871.750000 Penalty: 2573.554443
	Iteration 1F: 3 clusters Score -279871.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -279991.281250 Penalty: 2573.554443
	Iteration 2F: 3 clusters Score -279991.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -280083.625000 Penalty: 2573.554443
	Iteration 3F: 3 clusters Score -280083.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -280169.500000 Penalty: 2573.554443
	Iteration 4Q: 3 clusters Score -280169.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -280220.343750 Penalty: 2573.554443
	Iteration 5Q: 3 clusters Score -280220.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -280257.125000 Penalty: 2573.554443
	Iteration 6Q: 3 clusters Score -280257.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -280292.750000 Penalty: 2573.554443
	Iteration 7Q: 3 clusters Score -280292.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -280331.375000 Penalty: 2573.554443
	Iteration 8Q: 3 clusters Score -280331.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -280356.593750 Penalty: 2573.554443
	Iteration 9Q: 3 clusters Score -280356.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -280387.500000 Penalty: 2573.554443
	Iteration 10Q: 3 clusters Score -280387.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -280420.562500 Penalty: 2573.554443
	Iteration 11Q: 3 clusters Score -280420.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -280460.312500 Penalty: 2573.554443
	Iteration 12Q: 3 clusters Score -280460.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -280498.625000 Penalty: 2573.554443
	Iteration 13Q: 3 clusters Score -280498.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -280559.093750 Penalty: 2573.554443
	Iteration 14Q: 3 clusters Score -280559.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -280635.500000 Penalty: 2573.554443
	Iteration 15Q: 3 clusters Score -280635.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -280709.562500 Penalty: 2573.554443
	Iteration 16Q: 3 clusters Score -280709.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -280796.500000 Penalty: 2573.554443
	Iteration 17Q: 3 clusters Score -280796.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -280896.281250 Penalty: 2573.554443
	Iteration 18Q: 3 clusters Score -280896.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -280977.656250 Penalty: 2573.554443
	Iteration 19Q: 3 clusters Score -280977.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -281050.125000 Penalty: 2573.554443
	Iteration 20F: 3 clusters Score -281050.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -281087.500000 Penalty: 2573.554443
	Iteration 21Q: 3 clusters Score -281087.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -281107.437500 Penalty: 2573.554443
	Iteration 22Q: 3 clusters Score -281107.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -281118.750000 Penalty: 2573.554443
	Iteration 23Q: 3 clusters Score -281118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -281124.312500 Penalty: 2573.554443
	Iteration 24Q: 3 clusters Score -281124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -281127.156250 Penalty: 2573.554443
	Iteration 25Q: 3 clusters Score -281127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -281130.312500 Penalty: 2573.554443
	Iteration 26Q: 3 clusters Score -281130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -281132.156250 Penalty: 2573.554443
	Iteration 27Q: 3 clusters Score -281132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -281135.093750 Penalty: 2573.554443
	Iteration 28Q: 3 clusters Score -281135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -281136.375000 Penalty: 2573.554443
	Iteration 29Q: 3 clusters Score -281136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -281138.875000 Penalty: 2573.554443
	Iteration 30Q: 3 clusters Score -281138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -281141.531250 Penalty: 2573.554443
	Iteration 31Q: 3 clusters Score -281141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -281142.781250 Penalty: 2573.554443
	Iteration 32Q: 3 clusters Score -281142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -281145.312500 Penalty: 2573.554443
	Iteration 33Q: 3 clusters Score -281145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -281146.968750 Penalty: 2573.554443
	Iteration 34Q: 3 clusters Score -281147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -281147.125000 Penalty: 2573.554443
	Iteration 35Q: 3 clusters Score -281147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -281149.531250 Penalty: 2573.554443
	Iteration 36Q: 3 clusters Score -281149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -281149.718750 Penalty: 2573.554443
	Iteration 37Q: 3 clusters Score -281149.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -281149.718750 Penalty: 2573.554443
	Iteration 38F: 3 clusters Score -281149.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Entering Unmasked Estep 
Score: -5944117.000000 Penalty: 1780.922485
	Iteration 0F: 2 clusters Score -5944117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -5905851.000000 Penalty: 3561.844971
	Iteration 0F: 3 clusters Score -5905851 nChanged 26935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5921315.000000 Penalty: 3561.844971
	Iteration 1F: 3 clusters Score -5921315 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -5922196.500000 Penalty: 3561.844971
	Iteration 2Q: 3 clusters Score -5922196 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -5923592.500000 Penalty: 3561.844971
	Iteration 3Q: 3 clusters Score -5923592 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5925631.000000 Penalty: 3561.844971
	Iteration 4F: 3 clusters Score -5925631 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5928633.000000 Penalty: 3561.844971
	Iteration 5F: 3 clusters Score -5928633 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -5932437.500000 Penalty: 3561.844971
	Iteration 6F: 3 clusters Score -5932438 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -5936203.000000 Penalty: 3561.844971
	Iteration 7F: 3 clusters Score -5936203 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -5939108.000000 Penalty: 3561.844971
	Iteration 8F: 3 clusters Score -5939108 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -5940944.000000 Penalty: 3561.844971
	Iteration 9Q: 3 clusters Score -5940944 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -5941843.500000 Penalty: 3561.844971
	Iteration 10Q: 3 clusters Score -5941844 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -5942231.000000 Penalty: 3561.844971
	Iteration 11Q: 3 clusters Score -5942231 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -5942447.000000 Penalty: 3561.844971
	Iteration 12Q: 3 clusters Score -5942447 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -5942569.500000 Penalty: 3561.844971
	Iteration 13Q: 3 clusters Score -5942570 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -5942655.500000 Penalty: 3561.844971
	Iteration 14Q: 3 clusters Score -5942656 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -5942721.500000 Penalty: 3561.844971
	Iteration 15Q: 3 clusters Score -5942722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -5942764.000000 Penalty: 3561.844971
	Iteration 16Q: 3 clusters Score -5942764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -5942809.500000 Penalty: 3561.844971
	Iteration 17Q: 3 clusters Score -5942810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -5942866.000000 Penalty: 3561.844971
	Iteration 18Q: 3 clusters Score -5942866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -5942897.500000 Penalty: 3561.844971
	Iteration 19Q: 3 clusters Score -5942898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -5942922.000000 Penalty: 3561.844971
	Iteration 20F: 3 clusters Score -5942922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -5942932.500000 Penalty: 3561.844971
	Iteration 21Q: 3 clusters Score -5942932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -5942934.000000 Penalty: 3561.844971
	Iteration 22Q: 3 clusters Score -5942934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -5942934.000000 Penalty: 3561.844971
	Iteration 23Q: 3 clusters Score -5942934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -5942939.000000 Penalty: 3561.844971
	Iteration 24Q: 3 clusters Score -5942939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -5942948.500000 Penalty: 3561.844971
	Iteration 25Q: 3 clusters Score -5942948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -5942952.500000 Penalty: 3561.844971
	Iteration 26Q: 3 clusters Score -5942952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -5942963.500000 Penalty: 3561.844971
	Iteration 27Q: 3 clusters Score -5942964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -5942976.000000 Penalty: 3561.844971
	Iteration 28Q: 3 clusters Score -5942976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -5942975.500000 Penalty: 3561.844971
	Iteration 29Q: 3 clusters Score -5942976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -5942974.000000 Penalty: 3561.844971
	Iteration 30Q: 3 clusters Score -5942974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -5942971.000000 Penalty: 3561.844971
	Iteration 31Q: 3 clusters Score -5942971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -5942971.500000 Penalty: 3561.844971
	Iteration 32Q: 3 clusters Score -5942972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -5942972.500000 Penalty: 3561.844971
	Iteration 33Q: 3 clusters Score -5942972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -5942975.000000 Penalty: 3561.844971
	Iteration 34Q: 3 clusters Score -5942975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -5942970.000000 Penalty: 3561.844971
	Iteration 35Q: 3 clusters Score -5942970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -5942968.500000 Penalty: 3561.844971
	Iteration 36Q: 3 clusters Score -5942968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -5942968.500000 Penalty: 3561.844971
	Iteration 37F: 3 clusters Score -5942968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (287642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287642 members 
Entering Unmasked Estep 
Score: -29201428.000000 Penalty: 2042.539307
	Iteration 0F: 2 clusters Score -2.920143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143689 members 
Mstep: Class 2 contains 143953 members 
Entering Unmasked Estep 
Score: -29016474.000000 Penalty: 4085.078613
	Iteration 0F: 3 clusters Score -2.901647e+07 nChanged 140063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145226 members 
Mstep: Class 2 contains 142416 members 
Entering Unmasked Estep 
Score: -29099734.000000 Penalty: 4085.078613
	Iteration 1F: 3 clusters Score -2.909973e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145989 members 
Mstep: Class 2 contains 141653 members 
Entering Unmasked Estep 
Score: -29100644.000000 Penalty: 4085.078613
	Iteration 2Q: 3 clusters Score -2.910064e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147122 members 
Mstep: Class 2 contains 140520 members 
Entering Unmasked Estep 
Score: -29102058.000000 Penalty: 4085.078613
	Iteration 3Q: 3 clusters Score -2.910206e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148669 members 
Mstep: Class 2 contains 138973 members 
Entering Unmasked Estep 
Score: -29103508.000000 Penalty: 4085.078613
	Iteration 4Q: 3 clusters Score -2.910351e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 136631 members 
Entering Unmasked Estep 
Score: -29105548.000000 Penalty: 4085.078613
	Iteration 5Q: 3 clusters Score -2.910555e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154334 members 
Mstep: Class 2 contains 133308 members 
Entering Unmasked Estep 
Score: -29108506.000000 Penalty: 4085.078613
	Iteration 6Q: 3 clusters Score -2.910851e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158989 members 
Mstep: Class 2 contains 128653 members 
Entering Unmasked Estep 
Score: -29113208.000000 Penalty: 4085.078613
	Iteration 7Q: 3 clusters Score -2.911321e+07 nChanged 13684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165537 members 
Mstep: Class 2 contains 122105 members 
Entering Unmasked Estep 
Score: -29121068.000000 Penalty: 4085.078613
	Iteration 8Q: 3 clusters Score -2.912107e+07 nChanged 16613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173814 members 
Mstep: Class 2 contains 113828 members 
Entering Unmasked Estep 
Score: -29133988.000000 Penalty: 4085.078613
	Iteration 9F: 3 clusters Score -2.913399e+07 nChanged 18339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182253 members 
Mstep: Class 2 contains 105389 members 
Entering Unmasked Estep 
Score: -29149558.000000 Penalty: 4085.078613
	Iteration 10F: 3 clusters Score -2.914956e+07 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189260 members 
Mstep: Class 2 contains 98382 members 
Entering Unmasked Estep 
Score: -29160282.000000 Penalty: 4085.078613
	Iteration 11F: 3 clusters Score -2.916028e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195382 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -29164604.000000 Penalty: 4085.078613
	Iteration 12Q: 3 clusters Score -2.91646e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201272 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -29166608.000000 Penalty: 4085.078613
	Iteration 13Q: 3 clusters Score -2.916661e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207225 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -29168256.000000 Penalty: 4085.078613
	Iteration 14Q: 3 clusters Score -2.916826e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213225 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -29169888.000000 Penalty: 4085.078613
	Iteration 15Q: 3 clusters Score -2.916989e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219283 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -29171710.000000 Penalty: 4085.078613
	Iteration 16Q: 3 clusters Score -2.917171e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225433 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -29173398.000000 Penalty: 4085.078613
	Iteration 17Q: 3 clusters Score -2.91734e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231566 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -29175258.000000 Penalty: 4085.078613
	Iteration 18Q: 3 clusters Score -2.917526e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237545 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -29177338.000000 Penalty: 4085.078613
	Iteration 19Q: 3 clusters Score -2.917734e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243442 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -29179672.000000 Penalty: 4085.078613
	Iteration 20F: 3 clusters Score -2.917967e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249071 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -29181822.000000 Penalty: 4085.078613
	Iteration 21Q: 3 clusters Score -2.918182e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254482 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -29184050.000000 Penalty: 4085.078613
	Iteration 22Q: 3 clusters Score -2.918405e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259456 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -29186292.000000 Penalty: 4085.078613
	Iteration 23Q: 3 clusters Score -2.918629e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263860 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -29188308.000000 Penalty: 4085.078613
	Iteration 24Q: 3 clusters Score -2.918831e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267630 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -29190272.000000 Penalty: 4085.078613
	Iteration 25Q: 3 clusters Score -2.919027e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270920 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -29191894.000000 Penalty: 4085.078613
	Iteration 26Q: 3 clusters Score -2.919189e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273675 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -29193196.000000 Penalty: 4085.078613
	Iteration 27Q: 3 clusters Score -2.91932e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275967 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -29194310.000000 Penalty: 4085.078613
	Iteration 28Q: 3 clusters Score -2.919431e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277824 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -29195406.000000 Penalty: 4085.078613
	Iteration 29Q: 3 clusters Score -2.919541e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279295 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -29196178.000000 Penalty: 4085.078613
	Iteration 30Q: 3 clusters Score -2.919618e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280413 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -29196740.000000 Penalty: 4085.078613
	Iteration 31Q: 3 clusters Score -2.919674e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281346 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -29197238.000000 Penalty: 4085.078613
	Iteration 32Q: 3 clusters Score -2.919724e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282112 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -29197596.000000 Penalty: 4085.078613
	Iteration 33Q: 3 clusters Score -2.91976e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282749 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -29197912.000000 Penalty: 4085.078613
	Iteration 34Q: 3 clusters Score -2.919791e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283257 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -29198124.000000 Penalty: 4085.078613
	Iteration 35Q: 3 clusters Score -2.919812e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283659 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -29198252.000000 Penalty: 4085.078613
	Iteration 36Q: 3 clusters Score -2.919825e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284007 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -29198442.000000 Penalty: 4085.078613
	Iteration 37Q: 3 clusters Score -2.919844e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284293 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -29198552.000000 Penalty: 4085.078613
	Iteration 38Q: 3 clusters Score -2.919855e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284515 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -29198654.000000 Penalty: 4085.078613
	Iteration 39Q: 3 clusters Score -2.919865e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284698 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -29198808.000000 Penalty: 4085.078613
	Iteration 40F: 3 clusters Score -2.919881e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284850 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -29198836.000000 Penalty: 4085.078613
	Iteration 41Q: 3 clusters Score -2.919884e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284977 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -29198908.000000 Penalty: 4085.078613
	Iteration 42Q: 3 clusters Score -2.919891e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285083 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -29198958.000000 Penalty: 4085.078613
	Iteration 43Q: 3 clusters Score -2.919896e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285172 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -29198928.000000 Penalty: 4085.078613
	Iteration 44Q: 3 clusters Score -2.919893e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285259 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -29199024.000000 Penalty: 4085.078613
	Iteration 45Q: 3 clusters Score -2.919902e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285331 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -29199058.000000 Penalty: 4085.078613
	Iteration 46Q: 3 clusters Score -2.919906e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285395 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -29199072.000000 Penalty: 4085.078613
	Iteration 47Q: 3 clusters Score -2.919907e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285444 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -29199132.000000 Penalty: 4085.078613
	Iteration 48Q: 3 clusters Score -2.919913e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285501 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -29199156.000000 Penalty: 4085.078613
	Iteration 49Q: 3 clusters Score -2.919916e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285547 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -29199152.000000 Penalty: 4085.078613
	Iteration 50Q: 3 clusters Score -2.919915e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285590 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -29199200.000000 Penalty: 4085.078613
	Iteration 51Q: 3 clusters Score -2.91992e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285630 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -29199222.000000 Penalty: 4085.078613
	Iteration 52Q: 3 clusters Score -2.919922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285674 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -29199254.000000 Penalty: 4085.078613
	Iteration 53Q: 3 clusters Score -2.919925e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285713 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -29199308.000000 Penalty: 4085.078613
	Iteration 54Q: 3 clusters Score -2.919931e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285738 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -29199324.000000 Penalty: 4085.078613
	Iteration 55Q: 3 clusters Score -2.919932e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285761 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -29199318.000000 Penalty: 4085.078613
	Iteration 56Q: 3 clusters Score -2.919932e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285787 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -29199328.000000 Penalty: 4085.078613
	Iteration 57Q: 3 clusters Score -2.919933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285810 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -29199336.000000 Penalty: 4085.078613
	Iteration 58Q: 3 clusters Score -2.919934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285828 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -29199340.000000 Penalty: 4085.078613
	Iteration 59Q: 3 clusters Score -2.919934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285841 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -29199320.000000 Penalty: 4085.078613
	Iteration 60F: 3 clusters Score -2.919932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285853 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -29199332.000000 Penalty: 4085.078613
	Iteration 61Q: 3 clusters Score -2.919933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285861 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -29199352.000000 Penalty: 4085.078613
	Iteration 62Q: 3 clusters Score -2.919935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285869 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -29199356.000000 Penalty: 4085.078613
	Iteration 63Q: 3 clusters Score -2.919936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285877 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -29199354.000000 Penalty: 4085.078613
	Iteration 64Q: 3 clusters Score -2.919935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285881 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -29199344.000000 Penalty: 4085.078613
	Iteration 65Q: 3 clusters Score -2.919934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285882 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -29199350.000000 Penalty: 4085.078613
	Iteration 66Q: 3 clusters Score -2.919935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285888 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -29199354.000000 Penalty: 4085.078613
	Iteration 67Q: 3 clusters Score -2.919935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285890 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -29199370.000000 Penalty: 4085.078613
	Iteration 68Q: 3 clusters Score -2.919937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285894 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -29199364.000000 Penalty: 4085.078613
	Iteration 69Q: 3 clusters Score -2.919936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285897 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -29199370.000000 Penalty: 4085.078613
	Iteration 70Q: 3 clusters Score -2.919937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285897 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -29199364.000000 Penalty: 4085.078613
	Iteration 71Q: 3 clusters Score -2.919936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285895 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -29199372.000000 Penalty: 4085.078613
	Iteration 72Q: 3 clusters Score -2.919937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285894 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -29199354.000000 Penalty: 4085.078613
	Iteration 73Q: 3 clusters Score -2.919935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285893 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -29199350.000000 Penalty: 4085.078613
	Iteration 74Q: 3 clusters Score -2.919935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285893 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -29199350.000000 Penalty: 4085.078613
	Iteration 75F: 3 clusters Score -2.919935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Entering Unmasked Estep 
Score: -5161936.500000 Penalty: 1757.003662
	Iteration 0F: 2 clusters Score -5161936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -5128710.500000 Penalty: 3514.007324
	Iteration 0F: 3 clusters Score -5128710 nChanged 23419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -5141959.500000 Penalty: 3514.007324
	Iteration 1F: 3 clusters Score -5141960 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5142807.000000 Penalty: 3514.007324
	Iteration 2Q: 3 clusters Score -5142807 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -5144013.000000 Penalty: 3514.007324
	Iteration 3Q: 3 clusters Score -5144013 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -5145662.500000 Penalty: 3514.007324
	Iteration 4F: 3 clusters Score -5145662 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -5147902.000000 Penalty: 3514.007324
	Iteration 5F: 3 clusters Score -5147902 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5150689.500000 Penalty: 3514.007324
	Iteration 6F: 3 clusters Score -5150690 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -5153543.000000 Penalty: 3514.007324
	Iteration 7F: 3 clusters Score -5153543 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -5155931.500000 Penalty: 3514.007324
	Iteration 8F: 3 clusters Score -5155932 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -5157459.000000 Penalty: 3514.007324
	Iteration 9Q: 3 clusters Score -5157459 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5158381.500000 Penalty: 3514.007324
	Iteration 10Q: 3 clusters Score -5158382 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5159003.000000 Penalty: 3514.007324
	Iteration 11Q: 3 clusters Score -5159003 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5159406.500000 Penalty: 3514.007324
	Iteration 12Q: 3 clusters Score -5159406 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5159685.500000 Penalty: 3514.007324
	Iteration 13Q: 3 clusters Score -5159686 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5159883.500000 Penalty: 3514.007324
	Iteration 14Q: 3 clusters Score -5159884 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5160034.000000 Penalty: 3514.007324
	Iteration 15Q: 3 clusters Score -5160034 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5160127.000000 Penalty: 3514.007324
	Iteration 16Q: 3 clusters Score -5160127 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5160226.500000 Penalty: 3514.007324
	Iteration 17Q: 3 clusters Score -5160226 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5160291.000000 Penalty: 3514.007324
	Iteration 18Q: 3 clusters Score -5160291 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5160321.000000 Penalty: 3514.007324
	Iteration 19Q: 3 clusters Score -5160321 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5160359.000000 Penalty: 3514.007324
	Iteration 20F: 3 clusters Score -5160359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5160400.500000 Penalty: 3514.007324
	Iteration 21Q: 3 clusters Score -5160400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5160421.500000 Penalty: 3514.007324
	Iteration 22Q: 3 clusters Score -5160422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5160447.000000 Penalty: 3514.007324
	Iteration 23Q: 3 clusters Score -5160447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5160460.500000 Penalty: 3514.007324
	Iteration 24Q: 3 clusters Score -5160460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5160476.500000 Penalty: 3514.007324
	Iteration 25Q: 3 clusters Score -5160476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5160487.000000 Penalty: 3514.007324
	Iteration 26Q: 3 clusters Score -5160487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5160489.500000 Penalty: 3514.007324
	Iteration 27Q: 3 clusters Score -5160490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5160503.500000 Penalty: 3514.007324
	Iteration 28Q: 3 clusters Score -5160504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5160513.000000 Penalty: 3514.007324
	Iteration 29Q: 3 clusters Score -5160513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5160521.000000 Penalty: 3514.007324
	Iteration 30Q: 3 clusters Score -5160521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5160528.000000 Penalty: 3514.007324
	Iteration 31Q: 3 clusters Score -5160528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5160531.500000 Penalty: 3514.007324
	Iteration 32Q: 3 clusters Score -5160532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5160534.500000 Penalty: 3514.007324
	Iteration 33Q: 3 clusters Score -5160534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5160531.500000 Penalty: 3514.007324
	Iteration 34Q: 3 clusters Score -5160532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5160541.500000 Penalty: 3514.007324
	Iteration 35Q: 3 clusters Score -5160542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5160546.000000 Penalty: 3514.007324
	Iteration 36Q: 3 clusters Score -5160546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5160549.000000 Penalty: 3514.007324
	Iteration 37Q: 3 clusters Score -5160549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5160551.000000 Penalty: 3514.007324
	Iteration 38Q: 3 clusters Score -5160551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5160548.000000 Penalty: 3514.007324
	Iteration 39Q: 3 clusters Score -5160548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5160548.000000 Penalty: 3514.007324
	Iteration 40F: 3 clusters Score -5160548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -125797.632812 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -125797.6 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 706 members 
Entering Unmasked Estep 
Score: -124168.617188 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -124168.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124695.210938 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -124695.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -124933.609375 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -124933.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -125113.726562 Penalty: 2344.474854
	Iteration 3F: 3 clusters Score -125113.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125228.132812 Penalty: 2344.474854
	Iteration 4F: 3 clusters Score -125228.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -125293.726562 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -125293.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -125333.460938 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -125333.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -125357.843750 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -125357.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125366.578125 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -125366.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -125375.109375 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -125375.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -125380.265625 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -125380.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -125383.242188 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -125383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125384.554688 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -125384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125385.171875 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -125385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125385.171875 Penalty: 2344.474854
	Iteration 14F: 3 clusters Score -125385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Entering Unmasked Estep 
Score: -2213572.000000 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -2213572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2199043.250000 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -2199043 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2204457.000000 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -2204457 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2204890.750000 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -2204891 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2205326.750000 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -2205327 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2205819.750000 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -2205820 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2206430.500000 Penalty: 3240.759277
	Iteration 5F: 3 clusters Score -2206430 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2207163.250000 Penalty: 3240.759277
	Iteration 6F: 3 clusters Score -2207163 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2207978.000000 Penalty: 3240.759277
	Iteration 7F: 3 clusters Score -2207978 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2208752.250000 Penalty: 3240.759277
	Iteration 8F: 3 clusters Score -2208752 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2209279.500000 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -2209280 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2209543.250000 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -2209543 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2209708.000000 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -2209708 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2209870.000000 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -2209870 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2210028.000000 Penalty: 3240.759277
	Iteration 13Q: 3 clusters Score -2210028 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2210183.250000 Penalty: 3240.759277
	Iteration 14Q: 3 clusters Score -2210183 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2210324.500000 Penalty: 3240.759277
	Iteration 15Q: 3 clusters Score -2210324 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2210450.250000 Penalty: 3240.759277
	Iteration 16Q: 3 clusters Score -2210450 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2210570.000000 Penalty: 3240.759277
	Iteration 17Q: 3 clusters Score -2210570 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2210666.250000 Penalty: 3240.759277
	Iteration 18Q: 3 clusters Score -2210666 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2210741.500000 Penalty: 3240.759277
	Iteration 19Q: 3 clusters Score -2210742 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2210809.750000 Penalty: 3240.759277
	Iteration 20F: 3 clusters Score -2210810 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2210839.000000 Penalty: 3240.759277
	Iteration 21Q: 3 clusters Score -2210839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2210870.000000 Penalty: 3240.759277
	Iteration 22Q: 3 clusters Score -2210870 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2210907.500000 Penalty: 3240.759277
	Iteration 23Q: 3 clusters Score -2210908 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2210946.500000 Penalty: 3240.759277
	Iteration 24Q: 3 clusters Score -2210946 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2210974.750000 Penalty: 3240.759277
	Iteration 25Q: 3 clusters Score -2210975 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2210998.000000 Penalty: 3240.759277
	Iteration 26Q: 3 clusters Score -2210998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2211024.750000 Penalty: 3240.759277
	Iteration 27Q: 3 clusters Score -2211025 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2211058.000000 Penalty: 3240.759277
	Iteration 28Q: 3 clusters Score -2211058 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2211098.750000 Penalty: 3240.759277
	Iteration 29Q: 3 clusters Score -2211099 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2211133.500000 Penalty: 3240.759277
	Iteration 30Q: 3 clusters Score -2211134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2211166.250000 Penalty: 3240.759277
	Iteration 31Q: 3 clusters Score -2211166 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2211218.750000 Penalty: 3240.759277
	Iteration 32Q: 3 clusters Score -2211219 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2211266.000000 Penalty: 3240.759277
	Iteration 33Q: 3 clusters Score -2211266 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2211312.000000 Penalty: 3240.759277
	Iteration 34Q: 3 clusters Score -2211312 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2211355.250000 Penalty: 3240.759277
	Iteration 35Q: 3 clusters Score -2211355 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2211392.250000 Penalty: 3240.759277
	Iteration 36Q: 3 clusters Score -2211392 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2211417.250000 Penalty: 3240.759277
	Iteration 37Q: 3 clusters Score -2211417 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2211453.250000 Penalty: 3240.759277
	Iteration 38Q: 3 clusters Score -2211453 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2211494.500000 Penalty: 3240.759277
	Iteration 39Q: 3 clusters Score -2211494 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2211534.750000 Penalty: 3240.759277
	Iteration 40F: 3 clusters Score -2211535 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2211564.000000 Penalty: 3240.759277
	Iteration 41Q: 3 clusters Score -2211564 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2211621.000000 Penalty: 3240.759277
	Iteration 42Q: 3 clusters Score -2211621 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2211670.500000 Penalty: 3240.759277
	Iteration 43Q: 3 clusters Score -2211670 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2211693.750000 Penalty: 3240.759277
	Iteration 44Q: 3 clusters Score -2211694 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2211724.500000 Penalty: 3240.759277
	Iteration 45Q: 3 clusters Score -2211724 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2211743.750000 Penalty: 3240.759277
	Iteration 46Q: 3 clusters Score -2211744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2211768.500000 Penalty: 3240.759277
	Iteration 47Q: 3 clusters Score -2211768 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2211784.750000 Penalty: 3240.759277
	Iteration 48Q: 3 clusters Score -2211785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2211810.500000 Penalty: 3240.759277
	Iteration 49Q: 3 clusters Score -2211810 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2211824.500000 Penalty: 3240.759277
	Iteration 50Q: 3 clusters Score -2211824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2211838.750000 Penalty: 3240.759277
	Iteration 51Q: 3 clusters Score -2211839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2211858.500000 Penalty: 3240.759277
	Iteration 52Q: 3 clusters Score -2211858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2211882.750000 Penalty: 3240.759277
	Iteration 53Q: 3 clusters Score -2211883 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2211898.250000 Penalty: 3240.759277
	Iteration 54Q: 3 clusters Score -2211898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2211916.500000 Penalty: 3240.759277
	Iteration 55Q: 3 clusters Score -2211916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2211931.750000 Penalty: 3240.759277
	Iteration 56Q: 3 clusters Score -2211932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2211962.250000 Penalty: 3240.759277
	Iteration 57Q: 3 clusters Score -2211962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2211971.500000 Penalty: 3240.759277
	Iteration 58Q: 3 clusters Score -2211972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2211997.250000 Penalty: 3240.759277
	Iteration 59Q: 3 clusters Score -2211997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2212008.000000 Penalty: 3240.759277
	Iteration 60F: 3 clusters Score -2212008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2212022.750000 Penalty: 3240.759277
	Iteration 61Q: 3 clusters Score -2212023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2212040.750000 Penalty: 3240.759277
	Iteration 62Q: 3 clusters Score -2212041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2212054.250000 Penalty: 3240.759277
	Iteration 63Q: 3 clusters Score -2212054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2212069.250000 Penalty: 3240.759277
	Iteration 64Q: 3 clusters Score -2212069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2212077.500000 Penalty: 3240.759277
	Iteration 65Q: 3 clusters Score -2212078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2212085.750000 Penalty: 3240.759277
	Iteration 66Q: 3 clusters Score -2212086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2212093.750000 Penalty: 3240.759277
	Iteration 67Q: 3 clusters Score -2212094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2212100.250000 Penalty: 3240.759277
	Iteration 68Q: 3 clusters Score -2212100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2212106.750000 Penalty: 3240.759277
	Iteration 69Q: 3 clusters Score -2212107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2212109.250000 Penalty: 3240.759277
	Iteration 70Q: 3 clusters Score -2212109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2212115.500000 Penalty: 3240.759277
	Iteration 71Q: 3 clusters Score -2212116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2212121.000000 Penalty: 3240.759277
	Iteration 72Q: 3 clusters Score -2212121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2212125.000000 Penalty: 3240.759277
	Iteration 73Q: 3 clusters Score -2212125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2212128.750000 Penalty: 3240.759277
	Iteration 74Q: 3 clusters Score -2212129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2212131.000000 Penalty: 3240.759277
	Iteration 75Q: 3 clusters Score -2212131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2212135.250000 Penalty: 3240.759277
	Iteration 76Q: 3 clusters Score -2212135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2212135.750000 Penalty: 3240.759277
	Iteration 77Q: 3 clusters Score -2212136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2212135.750000 Penalty: 3240.759277
	Iteration 78Q: 3 clusters Score -2212136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2212135.500000 Penalty: 3240.759277
	Iteration 79Q: 3 clusters Score -2212136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2212135.000000 Penalty: 3240.759277
	Iteration 80F: 3 clusters Score -2212135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2212136.000000 Penalty: 3240.759277
	Iteration 81Q: 3 clusters Score -2212136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2212136.250000 Penalty: 3240.759277
	Iteration 82Q: 3 clusters Score -2212136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2212134.250000 Penalty: 3240.759277
	Iteration 83Q: 3 clusters Score -2212134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2212136.750000 Penalty: 3240.759277
	Iteration 84Q: 3 clusters Score -2212137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2212137.250000 Penalty: 3240.759277
	Iteration 85Q: 3 clusters Score -2212137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2212138.500000 Penalty: 3240.759277
	Iteration 86Q: 3 clusters Score -2212138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2212137.000000 Penalty: 3240.759277
	Iteration 87Q: 3 clusters Score -2212137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2212139.250000 Penalty: 3240.759277
	Iteration 88Q: 3 clusters Score -2212139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2212142.750000 Penalty: 3240.759277
	Iteration 89Q: 3 clusters Score -2212143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2212143.500000 Penalty: 3240.759277
	Iteration 90Q: 3 clusters Score -2212144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2212141.000000 Penalty: 3240.759277
	Iteration 91Q: 3 clusters Score -2212141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2212141.000000 Penalty: 3240.759277
	Iteration 92F: 3 clusters Score -2212141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -526481.500000 Penalty: 1399.354492
	Iteration 0F: 2 clusters Score -526481.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -522187.781250 Penalty: 2798.708984
	Iteration 0F: 3 clusters Score -522187.8 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -523449.468750 Penalty: 2798.708984
	Iteration 1F: 3 clusters Score -523449.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -523712.781250 Penalty: 2798.708984
	Iteration 2F: 3 clusters Score -523712.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -523956.312500 Penalty: 2798.708984
	Iteration 3F: 3 clusters Score -523956.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -524221.187500 Penalty: 2798.708984
	Iteration 4F: 3 clusters Score -524221.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -524580.812500 Penalty: 2798.708984
	Iteration 5F: 3 clusters Score -524580.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -525030.687500 Penalty: 2798.708984
	Iteration 6F: 3 clusters Score -525030.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -525477.750000 Penalty: 2798.708984
	Iteration 7F: 3 clusters Score -525477.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -525843.937500 Penalty: 2798.708984
	Iteration 8F: 3 clusters Score -525843.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -526051.437500 Penalty: 2798.708984
	Iteration 9Q: 3 clusters Score -526051.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -526173.562500 Penalty: 2798.708984
	Iteration 10Q: 3 clusters Score -526173.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -526256.500000 Penalty: 2798.708984
	Iteration 11Q: 3 clusters Score -526256.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -526299.750000 Penalty: 2798.708984
	Iteration 12Q: 3 clusters Score -526299.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -526324.687500 Penalty: 2798.708984
	Iteration 13Q: 3 clusters Score -526324.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -526343.687500 Penalty: 2798.708984
	Iteration 14Q: 3 clusters Score -526343.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -526355.437500 Penalty: 2798.708984
	Iteration 15Q: 3 clusters Score -526355.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -526367.187500 Penalty: 2798.708984
	Iteration 16Q: 3 clusters Score -526367.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -526377.125000 Penalty: 2798.708984
	Iteration 17Q: 3 clusters Score -526377.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -526386.687500 Penalty: 2798.708984
	Iteration 18Q: 3 clusters Score -526386.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -526394.937500 Penalty: 2798.708984
	Iteration 19Q: 3 clusters Score -526394.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -526404.562500 Penalty: 2798.708984
	Iteration 20F: 3 clusters Score -526404.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -526409.812500 Penalty: 2798.708984
	Iteration 21Q: 3 clusters Score -526409.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -526413.125000 Penalty: 2798.708984
	Iteration 22Q: 3 clusters Score -526413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -526415.250000 Penalty: 2798.708984
	Iteration 23Q: 3 clusters Score -526415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -526415.062500 Penalty: 2798.708984
	Iteration 24Q: 3 clusters Score -526415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -526415.562500 Penalty: 2798.708984
	Iteration 25Q: 3 clusters Score -526415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -526417.562500 Penalty: 2798.708984
	Iteration 26Q: 3 clusters Score -526417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -526419.062500 Penalty: 2798.708984
	Iteration 27Q: 3 clusters Score -526419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -526420.187500 Penalty: 2798.708984
	Iteration 28Q: 3 clusters Score -526420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -526421.500000 Penalty: 2798.708984
	Iteration 29Q: 3 clusters Score -526421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -526425.625000 Penalty: 2798.708984
	Iteration 30Q: 3 clusters Score -526425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -526428.750000 Penalty: 2798.708984
	Iteration 31Q: 3 clusters Score -526428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -526431.062500 Penalty: 2798.708984
	Iteration 32Q: 3 clusters Score -526431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -526435.062500 Penalty: 2798.708984
	Iteration 33Q: 3 clusters Score -526435.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -526437.687500 Penalty: 2798.708984
	Iteration 34Q: 3 clusters Score -526437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -526439.187500 Penalty: 2798.708984
	Iteration 35Q: 3 clusters Score -526439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -526439.562500 Penalty: 2798.708984
	Iteration 36Q: 3 clusters Score -526439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -526440.687500 Penalty: 2798.708984
	Iteration 37Q: 3 clusters Score -526440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -526442.312500 Penalty: 2798.708984
	Iteration 38Q: 3 clusters Score -526442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -526442.625000 Penalty: 2798.708984
	Iteration 39Q: 3 clusters Score -526442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -526443.062500 Penalty: 2798.708984
	Iteration 40F: 3 clusters Score -526443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -526443.687500 Penalty: 2798.708984
	Iteration 41Q: 3 clusters Score -526443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -526444.562500 Penalty: 2798.708984
	Iteration 42Q: 3 clusters Score -526444.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -526444.562500 Penalty: 2798.708984
	Iteration 43F: 3 clusters Score -526444.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Entering Unmasked Estep 
Score: -5560449.000000 Penalty: 1777.041382
	Iteration 0F: 2 clusters Score -5560449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -5522970.500000 Penalty: 3554.082764
	Iteration 0F: 3 clusters Score -5522970 nChanged 26374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -5537859.500000 Penalty: 3554.082764
	Iteration 1F: 3 clusters Score -5537860 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -5538306.000000 Penalty: 3554.082764
	Iteration 2Q: 3 clusters Score -5538306 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5538923.000000 Penalty: 3554.082764
	Iteration 3Q: 3 clusters Score -5538923 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -5539733.000000 Penalty: 3554.082764
	Iteration 4Q: 3 clusters Score -5539733 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -5540889.500000 Penalty: 3554.082764
	Iteration 5Q: 3 clusters Score -5540890 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -5542738.500000 Penalty: 3554.082764
	Iteration 6F: 3 clusters Score -5542738 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -5545294.500000 Penalty: 3554.082764
	Iteration 7F: 3 clusters Score -5545294 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -5548225.500000 Penalty: 3554.082764
	Iteration 8F: 3 clusters Score -5548226 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -5550983.500000 Penalty: 3554.082764
	Iteration 9F: 3 clusters Score -5550984 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -5553616.000000 Penalty: 3554.082764
	Iteration 10Q: 3 clusters Score -5553616 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -5556079.000000 Penalty: 3554.082764
	Iteration 11Q: 3 clusters Score -5556079 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -5557471.000000 Penalty: 3554.082764
	Iteration 12Q: 3 clusters Score -5557471 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5558072.500000 Penalty: 3554.082764
	Iteration 13Q: 3 clusters Score -5558072 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5558338.500000 Penalty: 3554.082764
	Iteration 14Q: 3 clusters Score -5558338 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5558499.000000 Penalty: 3554.082764
	Iteration 15Q: 3 clusters Score -5558499 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5558585.500000 Penalty: 3554.082764
	Iteration 16Q: 3 clusters Score -5558586 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5558631.000000 Penalty: 3554.082764
	Iteration 17Q: 3 clusters Score -5558631 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -5558659.000000 Penalty: 3554.082764
	Iteration 18Q: 3 clusters Score -5558659 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -5558694.000000 Penalty: 3554.082764
	Iteration 19Q: 3 clusters Score -5558694 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -5558715.000000 Penalty: 3554.082764
	Iteration 20F: 3 clusters Score -5558715 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5558724.500000 Penalty: 3554.082764
	Iteration 21Q: 3 clusters Score -5558724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -5558726.500000 Penalty: 3554.082764
	Iteration 22Q: 3 clusters Score -5558726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5558743.500000 Penalty: 3554.082764
	Iteration 23Q: 3 clusters Score -5558744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5558759.500000 Penalty: 3554.082764
	Iteration 24Q: 3 clusters Score -5558760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5558766.500000 Penalty: 3554.082764
	Iteration 25Q: 3 clusters Score -5558766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -5558780.500000 Penalty: 3554.082764
	Iteration 26Q: 3 clusters Score -5558780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -5558777.500000 Penalty: 3554.082764
	Iteration 27Q: 3 clusters Score -5558778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -5558765.000000 Penalty: 3554.082764
	Iteration 28Q: 3 clusters Score -5558765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5558783.000000 Penalty: 3554.082764
	Iteration 29Q: 3 clusters Score -5558783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -5558793.000000 Penalty: 3554.082764
	Iteration 30Q: 3 clusters Score -5558793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -5558797.000000 Penalty: 3554.082764
	Iteration 31Q: 3 clusters Score -5558797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5558804.000000 Penalty: 3554.082764
	Iteration 32Q: 3 clusters Score -5558804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5558803.500000 Penalty: 3554.082764
	Iteration 33Q: 3 clusters Score -5558804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5558818.000000 Penalty: 3554.082764
	Iteration 34Q: 3 clusters Score -5558818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -5558826.500000 Penalty: 3554.082764
	Iteration 35Q: 3 clusters Score -5558826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5558817.000000 Penalty: 3554.082764
	Iteration 36Q: 3 clusters Score -5558817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5558815.000000 Penalty: 3554.082764
	Iteration 37Q: 3 clusters Score -5558815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5558828.000000 Penalty: 3554.082764
	Iteration 38Q: 3 clusters Score -5558828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5558825.500000 Penalty: 3554.082764
	Iteration 39Q: 3 clusters Score -5558826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5558824.000000 Penalty: 3554.082764
	Iteration 40F: 3 clusters Score -5558824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5558829.500000 Penalty: 3554.082764
	Iteration 41Q: 3 clusters Score -5558830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5558826.500000 Penalty: 3554.082764
	Iteration 42Q: 3 clusters Score -5558826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5558836.500000 Penalty: 3554.082764
	Iteration 43Q: 3 clusters Score -5558836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5558844.500000 Penalty: 3554.082764
	Iteration 44Q: 3 clusters Score -5558844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5558850.000000 Penalty: 3554.082764
	Iteration 45Q: 3 clusters Score -5558850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5558867.500000 Penalty: 3554.082764
	Iteration 46Q: 3 clusters Score -5558868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5558874.000000 Penalty: 3554.082764
	Iteration 47Q: 3 clusters Score -5558874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5558870.000000 Penalty: 3554.082764
	Iteration 48Q: 3 clusters Score -5558870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5558866.000000 Penalty: 3554.082764
	Iteration 49Q: 3 clusters Score -5558866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5558870.000000 Penalty: 3554.082764
	Iteration 50Q: 3 clusters Score -5558870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5558869.500000 Penalty: 3554.082764
	Iteration 51Q: 3 clusters Score -5558870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5558881.000000 Penalty: 3554.082764
	Iteration 52Q: 3 clusters Score -5558881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5558884.000000 Penalty: 3554.082764
	Iteration 53Q: 3 clusters Score -5558884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5558882.000000 Penalty: 3554.082764
	Iteration 54Q: 3 clusters Score -5558882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5558884.500000 Penalty: 3554.082764
	Iteration 55Q: 3 clusters Score -5558884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5558879.000000 Penalty: 3554.082764
	Iteration 56Q: 3 clusters Score -5558879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5558884.000000 Penalty: 3554.082764
	Iteration 57Q: 3 clusters Score -5558884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5558877.500000 Penalty: 3554.082764
	Iteration 58Q: 3 clusters Score -5558878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5558882.000000 Penalty: 3554.082764
	Iteration 59Q: 3 clusters Score -5558882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5558886.000000 Penalty: 3554.082764
	Iteration 60F: 3 clusters Score -5558886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5558882.500000 Penalty: 3554.082764
	Iteration 61Q: 3 clusters Score -5558882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5558872.000000 Penalty: 3554.082764
	Iteration 62Q: 3 clusters Score -5558872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5558871.000000 Penalty: 3554.082764
	Iteration 63Q: 3 clusters Score -5558871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5558870.500000 Penalty: 3554.082764
	Iteration 64Q: 3 clusters Score -5558870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5558876.000000 Penalty: 3554.082764
	Iteration 65Q: 3 clusters Score -5558876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5558873.500000 Penalty: 3554.082764
	Iteration 66Q: 3 clusters Score -5558874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5558885.500000 Penalty: 3554.082764
	Iteration 67Q: 3 clusters Score -5558886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -5558878.500000 Penalty: 3554.082764
	Iteration 68Q: 3 clusters Score -5558878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5558886.500000 Penalty: 3554.082764
	Iteration 69Q: 3 clusters Score -5558886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5558883.500000 Penalty: 3554.082764
	Iteration 70Q: 3 clusters Score -5558884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -5558888.500000 Penalty: 3554.082764
	Iteration 71Q: 3 clusters Score -5558888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5558893.500000 Penalty: 3554.082764
	Iteration 72Q: 3 clusters Score -5558894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5558887.000000 Penalty: 3554.082764
	Iteration 73Q: 3 clusters Score -5558887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -5558884.500000 Penalty: 3554.082764
	Iteration 74Q: 3 clusters Score -5558884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5558893.500000 Penalty: 3554.082764
	Iteration 75Q: 3 clusters Score -5558894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5558894.500000 Penalty: 3554.082764
	Iteration 76Q: 3 clusters Score -5558894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5558898.500000 Penalty: 3554.082764
	Iteration 77Q: 3 clusters Score -5558898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5558896.500000 Penalty: 3554.082764
	Iteration 78Q: 3 clusters Score -5558896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -5558901.000000 Penalty: 3554.082764
	Iteration 79Q: 3 clusters Score -5558901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5558896.000000 Penalty: 3554.082764
	Iteration 80F: 3 clusters Score -5558896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5558900.500000 Penalty: 3554.082764
	Iteration 81Q: 3 clusters Score -5558900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5558896.500000 Penalty: 3554.082764
	Iteration 82Q: 3 clusters Score -5558896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5558885.500000 Penalty: 3554.082764
	Iteration 83Q: 3 clusters Score -5558886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -5558892.000000 Penalty: 3554.082764
	Iteration 84Q: 3 clusters Score -5558892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5558885.500000 Penalty: 3554.082764
	Iteration 85Q: 3 clusters Score -5558886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5558891.500000 Penalty: 3554.082764
	Iteration 86Q: 3 clusters Score -5558892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5558892.500000 Penalty: 3554.082764
	Iteration 87Q: 3 clusters Score -5558892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5558894.000000 Penalty: 3554.082764
	Iteration 88Q: 3 clusters Score -5558894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5558896.000000 Penalty: 3554.082764
	Iteration 89Q: 3 clusters Score -5558896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5558895.500000 Penalty: 3554.082764
	Iteration 90Q: 3 clusters Score -5558896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5558904.000000 Penalty: 3554.082764
	Iteration 91Q: 3 clusters Score -5558904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5558900.500000 Penalty: 3554.082764
	Iteration 92Q: 3 clusters Score -5558900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5558914.500000 Penalty: 3554.082764
	Iteration 93Q: 3 clusters Score -5558914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5558919.500000 Penalty: 3554.082764
	Iteration 94Q: 3 clusters Score -5558920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5558921.000000 Penalty: 3554.082764
	Iteration 95Q: 3 clusters Score -5558921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5558924.000000 Penalty: 3554.082764
	Iteration 96Q: 3 clusters Score -5558924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5558919.000000 Penalty: 3554.082764
	Iteration 97Q: 3 clusters Score -5558919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5558923.000000 Penalty: 3554.082764
	Iteration 98Q: 3 clusters Score -5558923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5558914.500000 Penalty: 3554.082764
	Iteration 99Q: 3 clusters Score -5558914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5558916.000000 Penalty: 3554.082764
	Iteration 100F: 3 clusters Score -5558916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5558915.000000 Penalty: 3554.082764
	Iteration 101Q: 3 clusters Score -5558915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5558916.000000 Penalty: 3554.082764
	Iteration 102Q: 3 clusters Score -5558916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5558919.000000 Penalty: 3554.082764
	Iteration 103Q: 3 clusters Score -5558919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5558919.500000 Penalty: 3554.082764
	Iteration 104Q: 3 clusters Score -5558920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5558920.000000 Penalty: 3554.082764
	Iteration 105Q: 3 clusters Score -5558920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5558921.000000 Penalty: 3554.082764
	Iteration 106Q: 3 clusters Score -5558921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5558921.000000 Penalty: 3554.082764
	Iteration 107F: 3 clusters Score -5558921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -192258.109375 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -192258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -190188.906250 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -190188.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -190662.359375 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -190662.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190800.765625 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -190800.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -190874.968750 Penalty: 2465.711182
	Iteration 3F: 3 clusters Score -190875 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -190932.578125 Penalty: 2465.711182
	Iteration 4Q: 3 clusters Score -190932.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -190985.968750 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -190986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -191037.312500 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -191037.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -191093.593750 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -191093.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -191141.390625 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -191141.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -191198.984375 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -191199 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -191249.296875 Penalty: 2465.711182
	Iteration 10Q: 3 clusters Score -191249.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -191287.437500 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -191287.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -191321.750000 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -191321.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -191361.562500 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -191361.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -191392.671875 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -191392.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -191409.312500 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -191409.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -191420.187500 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -191420.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -191428.062500 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -191428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -191434.468750 Penalty: 2465.711182
	Iteration 18Q: 3 clusters Score -191434.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -191440.046875 Penalty: 2465.711182
	Iteration 19Q: 3 clusters Score -191440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -191443.625000 Penalty: 2465.711182
	Iteration 20F: 3 clusters Score -191443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -191446.843750 Penalty: 2465.711182
	Iteration 21Q: 3 clusters Score -191446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -191450.609375 Penalty: 2465.711182
	Iteration 22Q: 3 clusters Score -191450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -191454.406250 Penalty: 2465.711182
	Iteration 23Q: 3 clusters Score -191454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -191457.171875 Penalty: 2465.711182
	Iteration 24Q: 3 clusters Score -191457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -191459.328125 Penalty: 2465.711182
	Iteration 25Q: 3 clusters Score -191459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -191463.640625 Penalty: 2465.711182
	Iteration 26Q: 3 clusters Score -191463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -191466.843750 Penalty: 2465.711182
	Iteration 27Q: 3 clusters Score -191466.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -191473.750000 Penalty: 2465.711182
	Iteration 28Q: 3 clusters Score -191473.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -191481.265625 Penalty: 2465.711182
	Iteration 29Q: 3 clusters Score -191481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -191486.453125 Penalty: 2465.711182
	Iteration 30Q: 3 clusters Score -191486.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -191491.156250 Penalty: 2465.711182
	Iteration 31Q: 3 clusters Score -191491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -191493.453125 Penalty: 2465.711182
	Iteration 32Q: 3 clusters Score -191493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -191495.531250 Penalty: 2465.711182
	Iteration 33Q: 3 clusters Score -191495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -191499.093750 Penalty: 2465.711182
	Iteration 34Q: 3 clusters Score -191499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -191500.312500 Penalty: 2465.711182
	Iteration 35Q: 3 clusters Score -191500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -191502.296875 Penalty: 2465.711182
	Iteration 36Q: 3 clusters Score -191502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -191502.859375 Penalty: 2465.711182
	Iteration 37Q: 3 clusters Score -191502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -191503.890625 Penalty: 2465.711182
	Iteration 38Q: 3 clusters Score -191503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -191504.718750 Penalty: 2465.711182
	Iteration 39Q: 3 clusters Score -191504.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -191504.718750 Penalty: 2465.711182
	Iteration 40F: 3 clusters Score -191504.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (291151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291151 members 
Entering Unmasked Estep 
Score: -29508944.000000 Penalty: 2044.509521
	Iteration 0F: 2 clusters Score -2.950894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
Score: -29317082.000000 Penalty: 4089.019043
	Iteration 0F: 3 clusters Score -2.931708e+07 nChanged 142086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136554 members 
Mstep: Class 2 contains 154597 members 
Entering Unmasked Estep 
Score: -29401720.000000 Penalty: 4089.019043
	Iteration 1F: 3 clusters Score -2.940172e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131274 members 
Mstep: Class 2 contains 159877 members 
Entering Unmasked Estep 
Score: -29403988.000000 Penalty: 4089.019043
	Iteration 2Q: 3 clusters Score -2.940399e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123186 members 
Mstep: Class 2 contains 167965 members 
Entering Unmasked Estep 
Score: -29407930.000000 Penalty: 4089.019043
	Iteration 3Q: 3 clusters Score -2.940793e+07 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 179890 members 
Entering Unmasked Estep 
Score: -29414236.000000 Penalty: 4089.019043
	Iteration 4Q: 3 clusters Score -2.941424e+07 nChanged 18151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 196029 members 
Entering Unmasked Estep 
Score: -29425368.000000 Penalty: 4089.019043
	Iteration 5F: 3 clusters Score -2.942537e+07 nChanged 21328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 215939 members 
Entering Unmasked Estep 
Score: -29441368.000000 Penalty: 4089.019043
	Iteration 6F: 3 clusters Score -2.944137e+07 nChanged 21718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 236593 members 
Entering Unmasked Estep 
Score: -29459590.000000 Penalty: 4089.019043
	Iteration 7F: 3 clusters Score -2.945959e+07 nChanged 18037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 253908 members 
Entering Unmasked Estep 
Score: -29475474.000000 Penalty: 4089.019043
	Iteration 8F: 3 clusters Score -2.947547e+07 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 265924 members 
Entering Unmasked Estep 
Score: -29486396.000000 Penalty: 4089.019043
	Iteration 9Q: 3 clusters Score -2.94864e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 273627 members 
Entering Unmasked Estep 
Score: -29493040.000000 Penalty: 4089.019043
	Iteration 10Q: 3 clusters Score -2.949304e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 278824 members 
Entering Unmasked Estep 
Score: -29497480.000000 Penalty: 4089.019043
	Iteration 11Q: 3 clusters Score -2.949748e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 282601 members 
Entering Unmasked Estep 
Score: -29500744.000000 Penalty: 4089.019043
	Iteration 12Q: 3 clusters Score -2.950074e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 285215 members 
Entering Unmasked Estep 
Score: -29502812.000000 Penalty: 4089.019043
	Iteration 13Q: 3 clusters Score -2.950281e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 287045 members 
Entering Unmasked Estep 
Score: -29504360.000000 Penalty: 4089.019043
	Iteration 14Q: 3 clusters Score -2.950436e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 288313 members 
Entering Unmasked Estep 
Score: -29505404.000000 Penalty: 4089.019043
	Iteration 15Q: 3 clusters Score -2.95054e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 289096 members 
Entering Unmasked Estep 
Score: -29506044.000000 Penalty: 4089.019043
	Iteration 16Q: 3 clusters Score -2.950604e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 289573 members 
Entering Unmasked Estep 
Score: -29506432.000000 Penalty: 4089.019043
	Iteration 17Q: 3 clusters Score -2.950643e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 289874 members 
Entering Unmasked Estep 
Score: -29506644.000000 Penalty: 4089.019043
	Iteration 18Q: 3 clusters Score -2.950664e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 290067 members 
Entering Unmasked Estep 
Score: -29506800.000000 Penalty: 4089.019043
	Iteration 19Q: 3 clusters Score -2.95068e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 290199 members 
Entering Unmasked Estep 
Score: -29506856.000000 Penalty: 4089.019043
	Iteration 20F: 3 clusters Score -2.950686e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 290289 members 
Entering Unmasked Estep 
Score: -29506940.000000 Penalty: 4089.019043
	Iteration 21Q: 3 clusters Score -2.950694e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 290362 members 
Entering Unmasked Estep 
Score: -29507020.000000 Penalty: 4089.019043
	Iteration 22Q: 3 clusters Score -2.950702e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 290423 members 
Entering Unmasked Estep 
Score: -29507030.000000 Penalty: 4089.019043
	Iteration 23Q: 3 clusters Score -2.950703e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 290453 members 
Entering Unmasked Estep 
Score: -29507028.000000 Penalty: 4089.019043
	Iteration 24Q: 3 clusters Score -2.950703e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 290469 members 
Entering Unmasked Estep 
Score: -29507042.000000 Penalty: 4089.019043
	Iteration 25Q: 3 clusters Score -2.950704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 290487 members 
Entering Unmasked Estep 
Score: -29507066.000000 Penalty: 4089.019043
	Iteration 26Q: 3 clusters Score -2.950707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 290502 members 
Entering Unmasked Estep 
Score: -29507098.000000 Penalty: 4089.019043
	Iteration 27Q: 3 clusters Score -2.95071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 290512 members 
Entering Unmasked Estep 
Score: -29507108.000000 Penalty: 4089.019043
	Iteration 28Q: 3 clusters Score -2.950711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 290518 members 
Entering Unmasked Estep 
Score: -29507120.000000 Penalty: 4089.019043
	Iteration 29Q: 3 clusters Score -2.950712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 290523 members 
Entering Unmasked Estep 
Score: -29507134.000000 Penalty: 4089.019043
	Iteration 30Q: 3 clusters Score -2.950713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 290529 members 
Entering Unmasked Estep 
Score: -29507130.000000 Penalty: 4089.019043
	Iteration 31Q: 3 clusters Score -2.950713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 290529 members 
Entering Unmasked Estep 
Score: -29507130.000000 Penalty: 4089.019043
	Iteration 32Q: 3 clusters Score -2.950713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 290532 members 
Entering Unmasked Estep 
Score: -29507136.000000 Penalty: 4089.019043
	Iteration 33Q: 3 clusters Score -2.950714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 290535 members 
Entering Unmasked Estep 
Score: -29507138.000000 Penalty: 4089.019043
	Iteration 34Q: 3 clusters Score -2.950714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 290538 members 
Entering Unmasked Estep 
Score: -29507144.000000 Penalty: 4089.019043
	Iteration 35Q: 3 clusters Score -2.950714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 290544 members 
Entering Unmasked Estep 
Score: -29507164.000000 Penalty: 4089.019043
	Iteration 36Q: 3 clusters Score -2.950716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 290553 members 
Entering Unmasked Estep 
Score: -29507158.000000 Penalty: 4089.019043
	Iteration 37Q: 3 clusters Score -2.950716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 290557 members 
Entering Unmasked Estep 
Score: -29507148.000000 Penalty: 4089.019043
	Iteration 38Q: 3 clusters Score -2.950715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 290563 members 
Entering Unmasked Estep 
Score: -29507160.000000 Penalty: 4089.019043
	Iteration 39Q: 3 clusters Score -2.950716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 290569 members 
Entering Unmasked Estep 
Score: -29507156.000000 Penalty: 4089.019043
	Iteration 40F: 3 clusters Score -2.950716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 290571 members 
Entering Unmasked Estep 
Score: -29507168.000000 Penalty: 4089.019043
	Iteration 41Q: 3 clusters Score -2.950717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 290571 members 
Entering Unmasked Estep 
Score: -29507162.000000 Penalty: 4089.019043
	Iteration 42Q: 3 clusters Score -2.950716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 290575 members 
Entering Unmasked Estep 
Score: -29507174.000000 Penalty: 4089.019043
	Iteration 43Q: 3 clusters Score -2.950717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 290583 members 
Entering Unmasked Estep 
Score: -29507190.000000 Penalty: 4089.019043
	Iteration 44Q: 3 clusters Score -2.950719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 290584 members 
Entering Unmasked Estep 
Score: -29507198.000000 Penalty: 4089.019043
	Iteration 45Q: 3 clusters Score -2.95072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 290584 members 
Entering Unmasked Estep 
Score: -29507204.000000 Penalty: 4089.019043
	Iteration 46Q: 3 clusters Score -2.95072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 290585 members 
Entering Unmasked Estep 
Score: -29507200.000000 Penalty: 4089.019043
	Iteration 47Q: 3 clusters Score -2.95072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 290585 members 
Entering Unmasked Estep 
Score: -29507192.000000 Penalty: 4089.019043
	Iteration 48Q: 3 clusters Score -2.950719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 290588 members 
Entering Unmasked Estep 
Score: -29507196.000000 Penalty: 4089.019043
	Iteration 49Q: 3 clusters Score -2.95072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 290590 members 
Entering Unmasked Estep 
Score: -29507202.000000 Penalty: 4089.019043
	Iteration 50Q: 3 clusters Score -2.95072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 290593 members 
Entering Unmasked Estep 
Score: -29507190.000000 Penalty: 4089.019043
	Iteration 51Q: 3 clusters Score -2.950719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 290592 members 
Entering Unmasked Estep 
Score: -29507192.000000 Penalty: 4089.019043
	Iteration 52Q: 3 clusters Score -2.950719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 290593 members 
Entering Unmasked Estep 
Score: -29507200.000000 Penalty: 4089.019043
	Iteration 53Q: 3 clusters Score -2.95072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 290593 members 
Entering Unmasked Estep 
Score: -29507200.000000 Penalty: 4089.019043
	Iteration 54F: 3 clusters Score -2.95072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Entering Unmasked Estep 
Score: -4651916.500000 Penalty: 1741.074829
	Iteration 0F: 2 clusters Score -4651916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -4621665.000000 Penalty: 3482.149658
	Iteration 0F: 3 clusters Score -4621665 nChanged 21132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -4633701.000000 Penalty: 3482.149658
	Iteration 1F: 3 clusters Score -4633701 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4634258.000000 Penalty: 3482.149658
	Iteration 2Q: 3 clusters Score -4634258 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -4634931.000000 Penalty: 3482.149658
	Iteration 3Q: 3 clusters Score -4634931 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4635708.000000 Penalty: 3482.149658
	Iteration 4Q: 3 clusters Score -4635708 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -4636896.500000 Penalty: 3482.149658
	Iteration 5Q: 3 clusters Score -4636896 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -4638616.000000 Penalty: 3482.149658
	Iteration 6F: 3 clusters Score -4638616 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -4640962.500000 Penalty: 3482.149658
	Iteration 7F: 3 clusters Score -4640962 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -4643237.500000 Penalty: 3482.149658
	Iteration 8F: 3 clusters Score -4643238 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4644490.000000 Penalty: 3482.149658
	Iteration 9F: 3 clusters Score -4644490 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4644956.500000 Penalty: 3482.149658
	Iteration 10Q: 3 clusters Score -4644956 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4645149.500000 Penalty: 3482.149658
	Iteration 11Q: 3 clusters Score -4645150 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4645237.000000 Penalty: 3482.149658
	Iteration 12Q: 3 clusters Score -4645237 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -4645356.000000 Penalty: 3482.149658
	Iteration 13Q: 3 clusters Score -4645356 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -4645442.000000 Penalty: 3482.149658
	Iteration 14Q: 3 clusters Score -4645442 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -4645544.000000 Penalty: 3482.149658
	Iteration 15Q: 3 clusters Score -4645544 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -4645625.000000 Penalty: 3482.149658
	Iteration 16Q: 3 clusters Score -4645625 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -4645702.000000 Penalty: 3482.149658
	Iteration 17Q: 3 clusters Score -4645702 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -4645766.500000 Penalty: 3482.149658
	Iteration 18Q: 3 clusters Score -4645766 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -4645844.000000 Penalty: 3482.149658
	Iteration 19Q: 3 clusters Score -4645844 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4645910.500000 Penalty: 3482.149658
	Iteration 20F: 3 clusters Score -4645910 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -4645977.500000 Penalty: 3482.149658
	Iteration 21Q: 3 clusters Score -4645978 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -4646039.000000 Penalty: 3482.149658
	Iteration 22Q: 3 clusters Score -4646039 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -4646081.000000 Penalty: 3482.149658
	Iteration 23Q: 3 clusters Score -4646081 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -4646138.000000 Penalty: 3482.149658
	Iteration 24Q: 3 clusters Score -4646138 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -4646165.500000 Penalty: 3482.149658
	Iteration 25Q: 3 clusters Score -4646166 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -4646198.000000 Penalty: 3482.149658
	Iteration 26Q: 3 clusters Score -4646198 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -4646253.500000 Penalty: 3482.149658
	Iteration 27Q: 3 clusters Score -4646254 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -4646292.500000 Penalty: 3482.149658
	Iteration 28Q: 3 clusters Score -4646292 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -4646312.500000 Penalty: 3482.149658
	Iteration 29Q: 3 clusters Score -4646312 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -4646330.500000 Penalty: 3482.149658
	Iteration 30Q: 3 clusters Score -4646330 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -4646369.500000 Penalty: 3482.149658
	Iteration 31Q: 3 clusters Score -4646370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -4646402.000000 Penalty: 3482.149658
	Iteration 32Q: 3 clusters Score -4646402 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -4646401.000000 Penalty: 3482.149658
	Iteration 33Q: 3 clusters Score -4646401 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -4646407.500000 Penalty: 3482.149658
	Iteration 34Q: 3 clusters Score -4646408 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -4646427.000000 Penalty: 3482.149658
	Iteration 35Q: 3 clusters Score -4646427 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -4646439.500000 Penalty: 3482.149658
	Iteration 36Q: 3 clusters Score -4646440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -4646445.000000 Penalty: 3482.149658
	Iteration 37Q: 3 clusters Score -4646445 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -4646464.500000 Penalty: 3482.149658
	Iteration 38Q: 3 clusters Score -4646464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -4646469.500000 Penalty: 3482.149658
	Iteration 39Q: 3 clusters Score -4646470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4646481.500000 Penalty: 3482.149658
	Iteration 40F: 3 clusters Score -4646482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -4646474.000000 Penalty: 3482.149658
	Iteration 41Q: 3 clusters Score -4646474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -4646479.500000 Penalty: 3482.149658
	Iteration 42Q: 3 clusters Score -4646480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -4646480.000000 Penalty: 3482.149658
	Iteration 43Q: 3 clusters Score -4646480 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4646481.000000 Penalty: 3482.149658
	Iteration 44Q: 3 clusters Score -4646481 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -4646480.500000 Penalty: 3482.149658
	Iteration 45Q: 3 clusters Score -4646480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -4646493.000000 Penalty: 3482.149658
	Iteration 46Q: 3 clusters Score -4646493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -4646498.000000 Penalty: 3482.149658
	Iteration 47Q: 3 clusters Score -4646498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -4646498.500000 Penalty: 3482.149658
	Iteration 48Q: 3 clusters Score -4646498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4646504.000000 Penalty: 3482.149658
	Iteration 49Q: 3 clusters Score -4646504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -4646499.000000 Penalty: 3482.149658
	Iteration 50Q: 3 clusters Score -4646499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -4646500.500000 Penalty: 3482.149658
	Iteration 51Q: 3 clusters Score -4646500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4646499.500000 Penalty: 3482.149658
	Iteration 52Q: 3 clusters Score -4646500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -4646517.500000 Penalty: 3482.149658
	Iteration 53Q: 3 clusters Score -4646518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4646511.500000 Penalty: 3482.149658
	Iteration 54Q: 3 clusters Score -4646512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4646506.500000 Penalty: 3482.149658
	Iteration 55Q: 3 clusters Score -4646506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4646517.500000 Penalty: 3482.149658
	Iteration 56Q: 3 clusters Score -4646518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -4646514.500000 Penalty: 3482.149658
	Iteration 57Q: 3 clusters Score -4646514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4646510 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4646502 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4646508 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4646518 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4646514 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4646524 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4646529 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4646535 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4646526 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4646529 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4646542 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4646560 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4646566 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4646572 nChanged 74
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Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4646572 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4646580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4646584 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4646594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4646590 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4646590 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4646605.000000 Penalty: 3482.149658
	Iteration 78Q: 3 clusters Score -4646605 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4646608 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -4646613.500000 Penalty: 3482.149658
	Iteration 80F: 3 clusters Score -4646614 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4646612 nChanged 83
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Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4646627 nChanged 103
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Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4646634 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4646646 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4646663 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4646682 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4646684 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4646688 nChanged 106
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Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4646690 nChanged 118
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Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4646698 nChanged 106
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Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4646710 nChanged 98
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Mstep: Class 1 contains 14334 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4646715 nChanged 95
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Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4646732 nChanged 99
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Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4646728 nChanged 102
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Mstep: Class 1 contains 14048 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4646736 nChanged 116
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Mstep: Class 1 contains 13932 members 
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	Iteration 96Q: 3 clusters Score -4646736 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4646758 nChanged 142
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Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4646778 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4646790 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4646814 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4646825 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4646831 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4646874 nChanged 227
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Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4646908 nChanged 228
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Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 32678 members 
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	Iteration 105Q: 3 clusters Score -4646935 nChanged 263
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Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 32941 members 
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	Iteration 106Q: 3 clusters Score -4646960 nChanged 253
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Mstep: Class 1 contains 11801 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4647006 nChanged 256
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Mstep: Class 1 contains 11545 members 
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	Iteration 108Q: 3 clusters Score -4647037 nChanged 269
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Mstep: Class 1 contains 11278 members 
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	Iteration 109Q: 3 clusters Score -4647087 nChanged 258
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Mstep: Class 1 contains 11020 members 
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	Iteration 110Q: 3 clusters Score -4647138 nChanged 269
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Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4647176 nChanged 297
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Mstep: Class 1 contains 10454 members 
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	Iteration 112Q: 3 clusters Score -4647226 nChanged 313
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Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4647290 nChanged 359
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Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4647378 nChanged 387
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Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 35600 members 
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	Iteration 115Q: 3 clusters Score -4647450 nChanged 400
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Mstep: Class 1 contains 8995 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4647546 nChanged 435
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Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 36435 members 
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	Iteration 117Q: 3 clusters Score -4647660 nChanged 436
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Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4647770 nChanged 443
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Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4647856 nChanged 468
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Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4648026 nChanged 534
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Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4648207 nChanged 519
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Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4648394 nChanged 473
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Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4648518 nChanged 423
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Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4648658 nChanged 387
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Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4648800 nChanged 413
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Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4648970 nChanged 400
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Mstep: Class 1 contains 4072 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4649118 nChanged 376
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Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4649243 nChanged 345
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Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4649366 nChanged 319
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Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4649488 nChanged 276
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Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4649586 nChanged 248
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Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4649670 nChanged 222
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Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 42689 members 
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	Iteration 133Q: 3 clusters Score -4649774 nChanged 216
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Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4649858 nChanged 174
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Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4649914 nChanged 151
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Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 43216 members 
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	Iteration 136Q: 3 clusters Score -4649974 nChanged 144
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Mstep: Class 1 contains 1635 members 
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	Iteration 137Q: 3 clusters Score -4650045 nChanged 131
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	Iteration 138Q: 3 clusters Score -4650098 nChanged 104
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Mstep: Class 1 contains 1404 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4650142 nChanged 104
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Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4650183 nChanged 86
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Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4650204 nChanged 74
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Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4650244 nChanged 58
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Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4650270 nChanged 53
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Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4650300 nChanged 55
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Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4650319 nChanged 35
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Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4650337 nChanged 31
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Mstep: Class 1 contains 940 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4650344 nChanged 27
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Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 44082 members 
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	Iteration 148Q: 3 clusters Score -4650343 nChanged 23
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Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4650352 nChanged 21
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Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4650360 nChanged 29
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Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4650369 nChanged 25
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Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -4650377.000000 Penalty: 3482.149658
	Iteration 152Q: 3 clusters Score -4650377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -4650389.500000 Penalty: 3482.149658
	Iteration 153Q: 3 clusters Score -4650390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -4650386.500000 Penalty: 3482.149658
	Iteration 154Q: 3 clusters Score -4650386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -4650392.000000 Penalty: 3482.149658
	Iteration 155Q: 3 clusters Score -4650392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -4650397.000000 Penalty: 3482.149658
	Iteration 156Q: 3 clusters Score -4650397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -4650410.000000 Penalty: 3482.149658
	Iteration 157Q: 3 clusters Score -4650410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -4650406.500000 Penalty: 3482.149658
	Iteration 158Q: 3 clusters Score -4650406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -4650407.000000 Penalty: 3482.149658
	Iteration 159Q: 3 clusters Score -4650407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -4650406.500000 Penalty: 3482.149658
	Iteration 160F: 3 clusters Score -4650406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -4650415.500000 Penalty: 3482.149658
	Iteration 161Q: 3 clusters Score -4650416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -4650413.500000 Penalty: 3482.149658
	Iteration 162Q: 3 clusters Score -4650414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -4650421.000000 Penalty: 3482.149658
	Iteration 163Q: 3 clusters Score -4650421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -4650421.500000 Penalty: 3482.149658
	Iteration 164Q: 3 clusters Score -4650422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -4650424.500000 Penalty: 3482.149658
	Iteration 165Q: 3 clusters Score -4650424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -4650421.500000 Penalty: 3482.149658
	Iteration 166Q: 3 clusters Score -4650422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -4650421.500000 Penalty: 3482.149658
	Iteration 167Q: 3 clusters Score -4650422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -4650421.500000 Penalty: 3482.149658
	Iteration 168F: 3 clusters Score -4650422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -293460.562500 Penalty: 1285.649780
	Iteration 0F: 2 clusters Score -293460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290895.781250 Penalty: 2571.299561
	Iteration 0F: 3 clusters Score -290895.8 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -291504.156250 Penalty: 2571.299561
	Iteration 1F: 3 clusters Score -291504.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -291616.031250 Penalty: 2571.299561
	Iteration 2F: 3 clusters Score -291616 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -291682.031250 Penalty: 2571.299561
	Iteration 3Q: 3 clusters Score -291682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -291725.000000 Penalty: 2571.299561
	Iteration 4Q: 3 clusters Score -291725 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -291759.500000 Penalty: 2571.299561
	Iteration 5Q: 3 clusters Score -291759.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -291780.000000 Penalty: 2571.299561
	Iteration 6Q: 3 clusters Score -291780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -291791.843750 Penalty: 2571.299561
	Iteration 7Q: 3 clusters Score -291791.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -291801.281250 Penalty: 2571.299561
	Iteration 8Q: 3 clusters Score -291801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -291810.187500 Penalty: 2571.299561
	Iteration 9Q: 3 clusters Score -291810.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -291817.812500 Penalty: 2571.299561
	Iteration 10Q: 3 clusters Score -291817.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -291824.531250 Penalty: 2571.299561
	Iteration 11Q: 3 clusters Score -291824.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -291830.562500 Penalty: 2571.299561
	Iteration 12Q: 3 clusters Score -291830.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -291838.500000 Penalty: 2571.299561
	Iteration 13Q: 3 clusters Score -291838.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -291846.718750 Penalty: 2571.299561
	Iteration 14Q: 3 clusters Score -291846.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -291855.250000 Penalty: 2571.299561
	Iteration 15Q: 3 clusters Score -291855.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -291863.281250 Penalty: 2571.299561
	Iteration 16Q: 3 clusters Score -291863.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -291872.531250 Penalty: 2571.299561
	Iteration 17Q: 3 clusters Score -291872.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -291878.250000 Penalty: 2571.299561
	Iteration 18Q: 3 clusters Score -291878.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -291882.312500 Penalty: 2571.299561
	Iteration 19Q: 3 clusters Score -291882.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -291884.375000 Penalty: 2571.299561
	Iteration 20F: 3 clusters Score -291884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -291889.250000 Penalty: 2571.299561
	Iteration 21Q: 3 clusters Score -291889.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -291893.437500 Penalty: 2571.299561
	Iteration 22Q: 3 clusters Score -291893.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -291899.968750 Penalty: 2571.299561
	Iteration 23Q: 3 clusters Score -291900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -291904.468750 Penalty: 2571.299561
	Iteration 24Q: 3 clusters Score -291904.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -291907.875000 Penalty: 2571.299561
	Iteration 25Q: 3 clusters Score -291907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -291911.625000 Penalty: 2571.299561
	Iteration 26Q: 3 clusters Score -291911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -291915.468750 Penalty: 2571.299561
	Iteration 27Q: 3 clusters Score -291915.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -291918.500000 Penalty: 2571.299561
	Iteration 28Q: 3 clusters Score -291918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -291922.343750 Penalty: 2571.299561
	Iteration 29Q: 3 clusters Score -291922.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -291925.531250 Penalty: 2571.299561
	Iteration 30Q: 3 clusters Score -291925.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -291927.843750 Penalty: 2571.299561
	Iteration 31Q: 3 clusters Score -291927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -291932.937500 Penalty: 2571.299561
	Iteration 32Q: 3 clusters Score -291932.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -291938.500000 Penalty: 2571.299561
	Iteration 33Q: 3 clusters Score -291938.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -291944.343750 Penalty: 2571.299561
	Iteration 34Q: 3 clusters Score -291944.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -291947.843750 Penalty: 2571.299561
	Iteration 35Q: 3 clusters Score -291947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -291948.312500 Penalty: 2571.299561
	Iteration 36Q: 3 clusters Score -291948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -291948.875000 Penalty: 2571.299561
	Iteration 37Q: 3 clusters Score -291948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -291949.843750 Penalty: 2571.299561
	Iteration 38Q: 3 clusters Score -291949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -291950.187500 Penalty: 2571.299561
	Iteration 39Q: 3 clusters Score -291950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -291951.375000 Penalty: 2571.299561
	Iteration 40F: 3 clusters Score -291951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -291951.812500 Penalty: 2571.299561
	Iteration 41Q: 3 clusters Score -291951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -291952.531250 Penalty: 2571.299561
	Iteration 42Q: 3 clusters Score -291952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -291954.062500 Penalty: 2571.299561
	Iteration 43Q: 3 clusters Score -291954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -291955.562500 Penalty: 2571.299561
	Iteration 44Q: 3 clusters Score -291955.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -291960.593750 Penalty: 2571.299561
	Iteration 45Q: 3 clusters Score -291960.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -291965.125000 Penalty: 2571.299561
	Iteration 46Q: 3 clusters Score -291965.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -291970.187500 Penalty: 2571.299561
	Iteration 47Q: 3 clusters Score -291970.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -291973.906250 Penalty: 2571.299561
	Iteration 48Q: 3 clusters Score -291973.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -291977.656250 Penalty: 2571.299561
	Iteration 49Q: 3 clusters Score -291977.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -291982.093750 Penalty: 2571.299561
	Iteration 50Q: 3 clusters Score -291982.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -291986.625000 Penalty: 2571.299561
	Iteration 51Q: 3 clusters Score -291986.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -291993.968750 Penalty: 2571.299561
	Iteration 52Q: 3 clusters Score -291994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -292001.656250 Penalty: 2571.299561
	Iteration 53Q: 3 clusters Score -292001.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -292011.593750 Penalty: 2571.299561
	Iteration 54Q: 3 clusters Score -292011.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -292021.406250 Penalty: 2571.299561
	Iteration 55Q: 3 clusters Score -292021.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -292032.843750 Penalty: 2571.299561
	Iteration 56Q: 3 clusters Score -292032.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -292038.906250 Penalty: 2571.299561
	Iteration 57Q: 3 clusters Score -292038.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -292042.906250 Penalty: 2571.299561
	Iteration 58Q: 3 clusters Score -292042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -292046.843750 Penalty: 2571.299561
	Iteration 59Q: 3 clusters Score -292046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -292051.031250 Penalty: 2571.299561
	Iteration 60F: 3 clusters Score -292051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -292057.000000 Penalty: 2571.299561
	Iteration 61Q: 3 clusters Score -292057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -292063.750000 Penalty: 2571.299561
	Iteration 62Q: 3 clusters Score -292063.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -292070.875000 Penalty: 2571.299561
	Iteration 63Q: 3 clusters Score -292070.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -292079.250000 Penalty: 2571.299561
	Iteration 64Q: 3 clusters Score -292079.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -292087.500000 Penalty: 2571.299561
	Iteration 65Q: 3 clusters Score -292087.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -292098.531250 Penalty: 2571.299561
	Iteration 66Q: 3 clusters Score -292098.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -292113.312500 Penalty: 2571.299561
	Iteration 67Q: 3 clusters Score -292113.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -292131.312500 Penalty: 2571.299561
	Iteration 68Q: 3 clusters Score -292131.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -292148.531250 Penalty: 2571.299561
	Iteration 69Q: 3 clusters Score -292148.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -292166.875000 Penalty: 2571.299561
	Iteration 70Q: 3 clusters Score -292166.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -292181.312500 Penalty: 2571.299561
	Iteration 71Q: 3 clusters Score -292181.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -292195.343750 Penalty: 2571.299561
	Iteration 72Q: 3 clusters Score -292195.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -292209.312500 Penalty: 2571.299561
	Iteration 73Q: 3 clusters Score -292209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -292218.906250 Penalty: 2571.299561
	Iteration 74Q: 3 clusters Score -292218.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -292227.031250 Penalty: 2571.299561
	Iteration 75Q: 3 clusters Score -292227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -292237.156250 Penalty: 2571.299561
	Iteration 76Q: 3 clusters Score -292237.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -292248.968750 Penalty: 2571.299561
	Iteration 77Q: 3 clusters Score -292249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -292254.968750 Penalty: 2571.299561
	Iteration 78Q: 3 clusters Score -292255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -292257.312500 Penalty: 2571.299561
	Iteration 79Q: 3 clusters Score -292257.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -292265.031250 Penalty: 2571.299561
	Iteration 80F: 3 clusters Score -292265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -292279.437500 Penalty: 2571.299561
	Iteration 81Q: 3 clusters Score -292279.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -292287.218750 Penalty: 2571.299561
	Iteration 82Q: 3 clusters Score -292287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -292295.250000 Penalty: 2571.299561
	Iteration 83Q: 3 clusters Score -292295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -292300.343750 Penalty: 2571.299561
	Iteration 84Q: 3 clusters Score -292300.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -292306.906250 Penalty: 2571.299561
	Iteration 85Q: 3 clusters Score -292306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -292307.593750 Penalty: 2571.299561
	Iteration 86Q: 3 clusters Score -292307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -292309.000000 Penalty: 2571.299561
	Iteration 87Q: 3 clusters Score -292309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -292309.375000 Penalty: 2571.299561
	Iteration 88Q: 3 clusters Score -292309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -292309.750000 Penalty: 2571.299561
	Iteration 89Q: 3 clusters Score -292309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -292309.750000 Penalty: 2571.299561
	Iteration 90F: 3 clusters Score -292309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 24371 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57499 members 
Mstep: Class 6 contains 287642 members 
Mstep: Class 7 contains 49629 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21409 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56142 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 291151 members 
Mstep: Class 18 contains 44995 members 
Mstep: Class 20 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140128.000000 Penalty: 33526.671875
Iteration 159Q: 16 clusters Score -9.414013e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 24418 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 287640 members 
Mstep: Class 7 contains 49567 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 21407 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 56148 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 16 contains 291151 members 
Mstep: Class 18 contains 44986 members 
Mstep: Class 20 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140096.000000 Penalty: 33526.671875
Iteration 160F: 16 clusters Score -9.41401e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91828 members 
Mstep: Class 2 contains 24474 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57553 members 
Mstep: Class 6 contains 287641 members 
Mstep: Class 7 contains 49511 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21405 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56150 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 16 contains 291148 members 
Mstep: Class 18 contains 44969 members 
Mstep: Class 20 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140048.000000 Penalty: 33526.671875
Iteration 161Q: 16 clusters Score -9.414005e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91831 members 
Mstep: Class 2 contains 24517 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57575 members 
Mstep: Class 6 contains 287624 members 
Mstep: Class 7 contains 49453 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 21397 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56153 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 16 contains 291173 members 
Mstep: Class 18 contains 44963 members 
Mstep: Class 20 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140232.000000 Penalty: 33526.671875
Iteration 162Q: 16 clusters Score -9.414023e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91832 members 
Mstep: Class 2 contains 24553 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57602 members 
Mstep: Class 6 contains 287626 members 
Mstep: Class 7 contains 49401 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21394 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56155 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291177 members 
Mstep: Class 18 contains 44953 members 
Mstep: Class 20 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140216.000000 Penalty: 33526.671875
Iteration 163Q: 16 clusters Score -9.414022e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 24588 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57618 members 
Mstep: Class 6 contains 287631 members 
Mstep: Class 7 contains 49343 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21395 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56156 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291195 members 
Mstep: Class 18 contains 44951 members 
Mstep: Class 20 contains 2682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140248.000000 Penalty: 33526.671875
Iteration 164Q: 16 clusters Score -9.414025e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91831 members 
Mstep: Class 2 contains 24618 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 57630 members 
Mstep: Class 6 contains 287641 members 
Mstep: Class 7 contains 49280 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21392 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56157 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291217 members 
Mstep: Class 18 contains 44943 members 
Mstep: Class 20 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140200.000000 Penalty: 33526.671875
Iteration 165Q: 16 clusters Score -9.41402e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 24648 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 57641 members 
Mstep: Class 6 contains 287644 members 
Mstep: Class 7 contains 49221 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21392 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56155 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291251 members 
Mstep: Class 18 contains 44934 members 
Mstep: Class 20 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140192.000000 Penalty: 33526.671875
Iteration 166Q: 16 clusters Score -9.414019e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 24686 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 57660 members 
Mstep: Class 6 contains 287647 members 
Mstep: Class 7 contains 49162 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21394 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56157 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291252 members 
Mstep: Class 18 contains 44929 members 
Mstep: Class 20 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140168.000000 Penalty: 33526.671875
Iteration 167Q: 16 clusters Score -9.414017e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 24719 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 57676 members 
Mstep: Class 6 contains 287643 members 
Mstep: Class 7 contains 49091 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21394 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56158 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291286 members 
Mstep: Class 18 contains 44921 members 
Mstep: Class 20 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140128.000000 Penalty: 33526.671875
Iteration 168Q: 16 clusters Score -9.414013e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 24745 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 57690 members 
Mstep: Class 6 contains 287647 members 
Mstep: Class 7 contains 49029 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21396 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56162 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291309 members 
Mstep: Class 18 contains 44915 members 
Mstep: Class 20 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140152.000000 Penalty: 33526.671875
Iteration 169Q: 16 clusters Score -9.414015e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 24768 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 57701 members 
Mstep: Class 6 contains 287628 members 
Mstep: Class 7 contains 48968 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21396 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56170 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291352 members 
Mstep: Class 18 contains 44919 members 
Mstep: Class 20 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140016.000000 Penalty: 33526.671875
Iteration 170Q: 16 clusters Score -9.414002e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91858 members 
Mstep: Class 2 contains 24794 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 57714 members 
Mstep: Class 6 contains 287633 members 
Mstep: Class 7 contains 48892 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21397 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56177 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291386 members 
Mstep: Class 18 contains 44926 members 
Mstep: Class 20 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140072.000000 Penalty: 33526.671875
Iteration 171Q: 16 clusters Score -9.414007e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 24829 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57723 members 
Mstep: Class 6 contains 287658 members 
Mstep: Class 7 contains 48830 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21392 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56181 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291389 members 
Mstep: Class 18 contains 44926 members 
Mstep: Class 20 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140096.000000 Penalty: 33526.671875
Iteration 172Q: 16 clusters Score -9.41401e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 24863 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57736 members 
Mstep: Class 6 contains 287661 members 
Mstep: Class 7 contains 48782 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21392 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56187 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291379 members 
Mstep: Class 18 contains 44932 members 
Mstep: Class 20 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140176.000000 Penalty: 33526.671875
Iteration 173Q: 16 clusters Score -9.414018e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 24887 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57752 members 
Mstep: Class 6 contains 287695 members 
Mstep: Class 7 contains 48723 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21387 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56192 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291373 members 
Mstep: Class 18 contains 44931 members 
Mstep: Class 20 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140216.000000 Penalty: 33526.671875
Iteration 174Q: 16 clusters Score -9.414022e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 24912 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 57766 members 
Mstep: Class 6 contains 287727 members 
Mstep: Class 7 contains 48672 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21387 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56194 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 16 contains 291368 members 
Mstep: Class 18 contains 44929 members 
Mstep: Class 20 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140304.000000 Penalty: 33526.671875
Iteration 175Q: 16 clusters Score -9.41403e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 24937 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 57772 members 
Mstep: Class 6 contains 287740 members 
Mstep: Class 7 contains 48639 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 21385 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56198 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 16 contains 291359 members 
Mstep: Class 18 contains 44927 members 
Mstep: Class 20 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140304.000000 Penalty: 33526.671875
Iteration 176Q: 16 clusters Score -9.41403e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 24963 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57775 members 
Mstep: Class 6 contains 287740 members 
Mstep: Class 7 contains 48609 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56203 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 291355 members 
Mstep: Class 18 contains 44932 members 
Mstep: Class 20 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140336.000000 Penalty: 33526.671875
Iteration 177Q: 16 clusters Score -9.414034e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57789 members 
Mstep: Class 6 contains 287749 members 
Mstep: Class 7 contains 48581 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 21382 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56205 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 291347 members 
Mstep: Class 18 contains 44930 members 
Mstep: Class 20 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 178Q: 16 clusters Score -9.414041e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 25027 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57795 members 
Mstep: Class 6 contains 287758 members 
Mstep: Class 7 contains 48556 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56208 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 291339 members 
Mstep: Class 18 contains 44925 members 
Mstep: Class 20 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140392.000000 Penalty: 33526.671875
Iteration 179Q: 16 clusters Score -9.414039e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 25053 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57808 members 
Mstep: Class 6 contains 287761 members 
Mstep: Class 7 contains 48531 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56211 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 291326 members 
Mstep: Class 18 contains 44926 members 
Mstep: Class 20 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140448.000000 Penalty: 33526.671875
Iteration 180F: 16 clusters Score -9.414045e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 25075 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57821 members 
Mstep: Class 6 contains 287764 members 
Mstep: Class 7 contains 48511 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56211 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 291312 members 
Mstep: Class 18 contains 44921 members 
Mstep: Class 20 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140424.000000 Penalty: 33526.671875
Iteration 181Q: 16 clusters Score -9.414042e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 25095 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57833 members 
Mstep: Class 6 contains 287785 members 
Mstep: Class 7 contains 48488 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56214 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 291291 members 
Mstep: Class 18 contains 44920 members 
Mstep: Class 20 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140432.000000 Penalty: 33526.671875
Iteration 182Q: 16 clusters Score -9.414043e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 25113 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57847 members 
Mstep: Class 6 contains 287805 members 
Mstep: Class 7 contains 48470 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56214 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 291275 members 
Mstep: Class 18 contains 44915 members 
Mstep: Class 20 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140368.000000 Penalty: 33526.671875
Iteration 183Q: 16 clusters Score -9.414037e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 25137 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57850 members 
Mstep: Class 6 contains 287808 members 
Mstep: Class 7 contains 48455 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56215 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 291276 members 
Mstep: Class 18 contains 44908 members 
Mstep: Class 20 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 184Q: 16 clusters Score -9.414041e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 25153 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57860 members 
Mstep: Class 6 contains 287810 members 
Mstep: Class 7 contains 48437 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 56220 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 291272 members 
Mstep: Class 18 contains 44907 members 
Mstep: Class 20 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140368.000000 Penalty: 33526.671875
Iteration 185Q: 16 clusters Score -9.414037e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 25163 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57867 members 
Mstep: Class 6 contains 287821 members 
Mstep: Class 7 contains 48424 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21375 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56221 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 291267 members 
Mstep: Class 18 contains 44905 members 
Mstep: Class 20 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140312.000000 Penalty: 33526.671875
Iteration 186Q: 16 clusters Score -9.414031e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 25169 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57878 members 
Mstep: Class 6 contains 287811 members 
Mstep: Class 7 contains 48410 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21374 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56222 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 16 contains 291275 members 
Mstep: Class 18 contains 44902 members 
Mstep: Class 20 contains 2598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140344.000000 Penalty: 33526.671875
Iteration 187Q: 16 clusters Score -9.414034e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 25178 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57886 members 
Mstep: Class 6 contains 287804 members 
Mstep: Class 7 contains 48398 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 21375 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56225 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 16 contains 291272 members 
Mstep: Class 18 contains 44901 members 
Mstep: Class 20 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140280.000000 Penalty: 33526.671875
Iteration 188Q: 16 clusters Score -9.414028e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 25185 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57895 members 
Mstep: Class 6 contains 287802 members 
Mstep: Class 7 contains 48385 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56228 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291273 members 
Mstep: Class 18 contains 44897 members 
Mstep: Class 20 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 189Q: 16 clusters Score -9.414041e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 25192 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57900 members 
Mstep: Class 6 contains 287794 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56231 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291271 members 
Mstep: Class 18 contains 44900 members 
Mstep: Class 20 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140376.000000 Penalty: 33526.671875
Iteration 190Q: 16 clusters Score -9.414038e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 25197 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57909 members 
Mstep: Class 6 contains 287792 members 
Mstep: Class 7 contains 48373 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21376 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56235 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291264 members 
Mstep: Class 18 contains 44900 members 
Mstep: Class 20 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140448.000000 Penalty: 33526.671875
Iteration 191Q: 16 clusters Score -9.414045e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 25205 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57920 members 
Mstep: Class 6 contains 287792 members 
Mstep: Class 7 contains 48362 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21374 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56236 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291259 members 
Mstep: Class 18 contains 44900 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140416.000000 Penalty: 33526.671875
Iteration 192Q: 16 clusters Score -9.414042e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 25215 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57931 members 
Mstep: Class 6 contains 287786 members 
Mstep: Class 7 contains 48347 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56237 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291269 members 
Mstep: Class 18 contains 44899 members 
Mstep: Class 20 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140360.000000 Penalty: 33526.671875
Iteration 193Q: 16 clusters Score -9.414036e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 25218 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57942 members 
Mstep: Class 6 contains 287778 members 
Mstep: Class 7 contains 48334 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21372 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56240 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291276 members 
Mstep: Class 18 contains 44898 members 
Mstep: Class 20 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140360.000000 Penalty: 33526.671875
Iteration 194Q: 16 clusters Score -9.414036e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57944 members 
Mstep: Class 6 contains 287771 members 
Mstep: Class 7 contains 48325 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56242 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291282 members 
Mstep: Class 18 contains 44895 members 
Mstep: Class 20 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140360.000000 Penalty: 33526.671875
Iteration 195Q: 16 clusters Score -9.414036e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 25228 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57945 members 
Mstep: Class 6 contains 287756 members 
Mstep: Class 7 contains 48313 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21374 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56246 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291296 members 
Mstep: Class 18 contains 44894 members 
Mstep: Class 20 contains 2584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140352.000000 Penalty: 33526.671875
Iteration 196Q: 16 clusters Score -9.414035e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 25230 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57948 members 
Mstep: Class 6 contains 287749 members 
Mstep: Class 7 contains 48308 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21372 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56252 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291302 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140336.000000 Penalty: 33526.671875
Iteration 197Q: 16 clusters Score -9.414034e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 25234 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 57958 members 
Mstep: Class 6 contains 287747 members 
Mstep: Class 7 contains 48297 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21372 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56259 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291301 members 
Mstep: Class 18 contains 44887 members 
Mstep: Class 20 contains 2584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140320.000000 Penalty: 33526.671875
Iteration 198Q: 16 clusters Score -9.414032e+07 nChanged 56
Entering ConstructFrom: 
Score: -94140320.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (91744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Entering Unmasked Estep 
Score: -9503616.000000 Penalty: 1856.848145
	Iteration 0F: 2 clusters Score -9503616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -9442286.000000 Penalty: 3713.696289
	Iteration 0F: 3 clusters Score -9442286 nChanged 43829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -9467412.000000 Penalty: 3713.696289
	Iteration 1F: 3 clusters Score -9467412 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -9468198.000000 Penalty: 3713.696289
	Iteration 2Q: 3 clusters Score -9468198 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -9469109.000000 Penalty: 3713.696289
	Iteration 3Q: 3 clusters Score -9469109 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -9470441.000000 Penalty: 3713.696289
	Iteration 4Q: 3 clusters Score -9470441 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -9472400.000000 Penalty: 3713.696289
	Iteration 5Q: 3 clusters Score -9472400 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -9475434.000000 Penalty: 3713.696289
	Iteration 6F: 3 clusters Score -9475434 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -9479776.000000 Penalty: 3713.696289
	Iteration 7F: 3 clusters Score -9479776 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -9485104.000000 Penalty: 3713.696289
	Iteration 8F: 3 clusters Score -9485104 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -9490308.000000 Penalty: 3713.696289
	Iteration 9F: 3 clusters Score -9490308 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -9494857.000000 Penalty: 3713.696289
	Iteration 10F: 3 clusters Score -9494857 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -9498093.000000 Penalty: 3713.696289
	Iteration 11Q: 3 clusters Score -9498093 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9499993.000000 Penalty: 3713.696289
	Iteration 12Q: 3 clusters Score -9499993 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -9500970.000000 Penalty: 3713.696289
	Iteration 13Q: 3 clusters Score -9500970 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9501402.000000 Penalty: 3713.696289
	Iteration 14Q: 3 clusters Score -9501402 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9501673.000000 Penalty: 3713.696289
	Iteration 15Q: 3 clusters Score -9501673 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9501803.000000 Penalty: 3713.696289
	Iteration 16Q: 3 clusters Score -9501803 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90641 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9501871.000000 Penalty: 3713.696289
	Iteration 17Q: 3 clusters Score -9501871 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9501916.000000 Penalty: 3713.696289
	Iteration 18Q: 3 clusters Score -9501916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9501956.000000 Penalty: 3713.696289
	Iteration 19Q: 3 clusters Score -9501956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9501979.000000 Penalty: 3713.696289
	Iteration 20F: 3 clusters Score -9501979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9501986.000000 Penalty: 3713.696289
	Iteration 21Q: 3 clusters Score -9501986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90889 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9502001.000000 Penalty: 3713.696289
	Iteration 22Q: 3 clusters Score -9502001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9502016.000000 Penalty: 3713.696289
	Iteration 23Q: 3 clusters Score -9502016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9502024.000000 Penalty: 3713.696289
	Iteration 24Q: 3 clusters Score -9502024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9502029.000000 Penalty: 3713.696289
	Iteration 25Q: 3 clusters Score -9502029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9502057.000000 Penalty: 3713.696289
	Iteration 26Q: 3 clusters Score -9502057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9502043.000000 Penalty: 3713.696289
	Iteration 27Q: 3 clusters Score -9502043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9502061.000000 Penalty: 3713.696289
	Iteration 28Q: 3 clusters Score -9502061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9502059.000000 Penalty: 3713.696289
	Iteration 29Q: 3 clusters Score -9502059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9502074.000000 Penalty: 3713.696289
	Iteration 30Q: 3 clusters Score -9502074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9502094.000000 Penalty: 3713.696289
	Iteration 31Q: 3 clusters Score -9502094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9502096.000000 Penalty: 3713.696289
	Iteration 32Q: 3 clusters Score -9502096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9502112.000000 Penalty: 3713.696289
	Iteration 33Q: 3 clusters Score -9502112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91095 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9502110.000000 Penalty: 3713.696289
	Iteration 34Q: 3 clusters Score -9502110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91111 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9502113.000000 Penalty: 3713.696289
	Iteration 35Q: 3 clusters Score -9502113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91120 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9502111.000000 Penalty: 3713.696289
	Iteration 36Q: 3 clusters Score -9502111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91132 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9502123.000000 Penalty: 3713.696289
	Iteration 37Q: 3 clusters Score -9502123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9502123.000000 Penalty: 3713.696289
	Iteration 38Q: 3 clusters Score -9502123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91143 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9502141.000000 Penalty: 3713.696289
	Iteration 39Q: 3 clusters Score -9502141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9502150.000000 Penalty: 3713.696289
	Iteration 40F: 3 clusters Score -9502150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9502148.000000 Penalty: 3713.696289
	Iteration 41Q: 3 clusters Score -9502148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9502163.000000 Penalty: 3713.696289
	Iteration 42Q: 3 clusters Score -9502163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9502170.000000 Penalty: 3713.696289
	Iteration 43Q: 3 clusters Score -9502170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9502172.000000 Penalty: 3713.696289
	Iteration 44Q: 3 clusters Score -9502172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9502167.000000 Penalty: 3713.696289
	Iteration 45Q: 3 clusters Score -9502167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9502167.000000 Penalty: 3713.696289
	Iteration 46F: 3 clusters Score -9502167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Entering Unmasked Estep 
Score: -2616918.750000 Penalty: 1647.130127
	Iteration 0F: 2 clusters Score -2616919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2599820.250000 Penalty: 3294.260254
	Iteration 0F: 3 clusters Score -2599820 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2606414.000000 Penalty: 3294.260254
	Iteration 1F: 3 clusters Score -2606414 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2607009.750000 Penalty: 3294.260254
	Iteration 2F: 3 clusters Score -2607010 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2607801.000000 Penalty: 3294.260254
	Iteration 3F: 3 clusters Score -2607801 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2608832.750000 Penalty: 3294.260254
	Iteration 4F: 3 clusters Score -2608833 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2610169.750000 Penalty: 3294.260254
	Iteration 5F: 3 clusters Score -2610170 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2611754.000000 Penalty: 3294.260254
	Iteration 6F: 3 clusters Score -2611754 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2613040.500000 Penalty: 3294.260254
	Iteration 7F: 3 clusters Score -2613040 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2613923.250000 Penalty: 3294.260254
	Iteration 8Q: 3 clusters Score -2613923 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2614482.000000 Penalty: 3294.260254
	Iteration 9Q: 3 clusters Score -2614482 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2614815.250000 Penalty: 3294.260254
	Iteration 10Q: 3 clusters Score -2614815 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2615044.000000 Penalty: 3294.260254
	Iteration 11Q: 3 clusters Score -2615044 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2615178.250000 Penalty: 3294.260254
	Iteration 12Q: 3 clusters Score -2615178 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2615288.000000 Penalty: 3294.260254
	Iteration 13Q: 3 clusters Score -2615288 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -2615348.250000 Penalty: 3294.260254
	Iteration 14Q: 3 clusters Score -2615348 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -2615391.750000 Penalty: 3294.260254
	Iteration 15Q: 3 clusters Score -2615392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2615431.000000 Penalty: 3294.260254
	Iteration 16Q: 3 clusters Score -2615431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -2615456.250000 Penalty: 3294.260254
	Iteration 17Q: 3 clusters Score -2615456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2615482.000000 Penalty: 3294.260254
	Iteration 18Q: 3 clusters Score -2615482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2615491.500000 Penalty: 3294.260254
	Iteration 19Q: 3 clusters Score -2615492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -2615498.000000 Penalty: 3294.260254
	Iteration 20F: 3 clusters Score -2615498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -2615510.250000 Penalty: 3294.260254
	Iteration 21Q: 3 clusters Score -2615510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -2615524.250000 Penalty: 3294.260254
	Iteration 22Q: 3 clusters Score -2615524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2615536.750000 Penalty: 3294.260254
	Iteration 23Q: 3 clusters Score -2615537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2615547.500000 Penalty: 3294.260254
	Iteration 24Q: 3 clusters Score -2615548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -2615555.000000 Penalty: 3294.260254
	Iteration 25Q: 3 clusters Score -2615555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2615561.500000 Penalty: 3294.260254
	Iteration 26Q: 3 clusters Score -2615562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -2615569.250000 Penalty: 3294.260254
	Iteration 27Q: 3 clusters Score -2615569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2615585.250000 Penalty: 3294.260254
	Iteration 28Q: 3 clusters Score -2615585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2615592.500000 Penalty: 3294.260254
	Iteration 29Q: 3 clusters Score -2615592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -2615597.000000 Penalty: 3294.260254
	Iteration 30Q: 3 clusters Score -2615597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -2615601.250000 Penalty: 3294.260254
	Iteration 31Q: 3 clusters Score -2615601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2615605.500000 Penalty: 3294.260254
	Iteration 32Q: 3 clusters Score -2615606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -2615605.500000 Penalty: 3294.260254
	Iteration 33Q: 3 clusters Score -2615606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -2615605.500000 Penalty: 3294.260254
	Iteration 34F: 3 clusters Score -2615606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -181194.890625 Penalty: 1222.741211
	Iteration 0F: 2 clusters Score -181194.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -179186.281250 Penalty: 2445.482422
	Iteration 0F: 3 clusters Score -179186.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -179612.265625 Penalty: 2445.482422
	Iteration 1F: 3 clusters Score -179612.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -179761.484375 Penalty: 2445.482422
	Iteration 2F: 3 clusters Score -179761.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -179879.828125 Penalty: 2445.482422
	Iteration 3F: 3 clusters Score -179879.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -179999.375000 Penalty: 2445.482422
	Iteration 4Q: 3 clusters Score -179999.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -180063.015625 Penalty: 2445.482422
	Iteration 5Q: 3 clusters Score -180063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -180113.718750 Penalty: 2445.482422
	Iteration 6Q: 3 clusters Score -180113.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -180150.937500 Penalty: 2445.482422
	Iteration 7Q: 3 clusters Score -180150.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -180171.062500 Penalty: 2445.482422
	Iteration 8Q: 3 clusters Score -180171.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -180185.359375 Penalty: 2445.482422
	Iteration 9Q: 3 clusters Score -180185.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -180198.531250 Penalty: 2445.482422
	Iteration 10Q: 3 clusters Score -180198.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -180211.937500 Penalty: 2445.482422
	Iteration 11Q: 3 clusters Score -180211.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -180222.375000 Penalty: 2445.482422
	Iteration 12Q: 3 clusters Score -180222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -180231.609375 Penalty: 2445.482422
	Iteration 13Q: 3 clusters Score -180231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180245.343750 Penalty: 2445.482422
	Iteration 14Q: 3 clusters Score -180245.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180265.671875 Penalty: 2445.482422
	Iteration 15Q: 3 clusters Score -180265.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -180294.390625 Penalty: 2445.482422
	Iteration 16Q: 3 clusters Score -180294.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -180316.015625 Penalty: 2445.482422
	Iteration 17Q: 3 clusters Score -180316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -180333.843750 Penalty: 2445.482422
	Iteration 18Q: 3 clusters Score -180333.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -180344.171875 Penalty: 2445.482422
	Iteration 19Q: 3 clusters Score -180344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -180358.046875 Penalty: 2445.482422
	Iteration 20F: 3 clusters Score -180358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -180369.671875 Penalty: 2445.482422
	Iteration 21Q: 3 clusters Score -180369.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -180377.859375 Penalty: 2445.482422
	Iteration 22Q: 3 clusters Score -180377.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -180382.750000 Penalty: 2445.482422
	Iteration 23Q: 3 clusters Score -180382.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -180389.703125 Penalty: 2445.482422
	Iteration 24Q: 3 clusters Score -180389.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180395.093750 Penalty: 2445.482422
	Iteration 25Q: 3 clusters Score -180395.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -180399.546875 Penalty: 2445.482422
	Iteration 26Q: 3 clusters Score -180399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -180402.265625 Penalty: 2445.482422
	Iteration 27Q: 3 clusters Score -180402.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -180405.015625 Penalty: 2445.482422
	Iteration 28Q: 3 clusters Score -180405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -180406.781250 Penalty: 2445.482422
	Iteration 29Q: 3 clusters Score -180406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -180408.046875 Penalty: 2445.482422
	Iteration 30Q: 3 clusters Score -180408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -180408.000000 Penalty: 2445.482422
	Iteration 31Q: 3 clusters Score -180408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -180408.000000 Penalty: 2445.482422
	Iteration 32F: 3 clusters Score -180408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -281497.718750 Penalty: 1286.540405
	Iteration 0F: 2 clusters Score -281497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -278940.781250 Penalty: 2573.080811
	Iteration 0F: 3 clusters Score -278940.8 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -279565.250000 Penalty: 2573.080811
	Iteration 1F: 3 clusters Score -279565.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -279702.250000 Penalty: 2573.080811
	Iteration 2F: 3 clusters Score -279702.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -279799.343750 Penalty: 2573.080811
	Iteration 3F: 3 clusters Score -279799.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -279861.437500 Penalty: 2573.080811
	Iteration 4Q: 3 clusters Score -279861.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -279911.937500 Penalty: 2573.080811
	Iteration 5Q: 3 clusters Score -279911.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -279956.781250 Penalty: 2573.080811
	Iteration 6Q: 3 clusters Score -279956.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -279998.656250 Penalty: 2573.080811
	Iteration 7Q: 3 clusters Score -279998.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -280036.687500 Penalty: 2573.080811
	Iteration 8Q: 3 clusters Score -280036.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -280058.312500 Penalty: 2573.080811
	Iteration 9Q: 3 clusters Score -280058.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -280079.687500 Penalty: 2573.080811
	Iteration 10Q: 3 clusters Score -280079.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -280105.281250 Penalty: 2573.080811
	Iteration 11Q: 3 clusters Score -280105.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -280142.093750 Penalty: 2573.080811
	Iteration 12Q: 3 clusters Score -280142.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -280178.500000 Penalty: 2573.080811
	Iteration 13Q: 3 clusters Score -280178.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -280220.750000 Penalty: 2573.080811
	Iteration 14Q: 3 clusters Score -280220.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -280247.968750 Penalty: 2573.080811
	Iteration 15Q: 3 clusters Score -280248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -280271.937500 Penalty: 2573.080811
	Iteration 16Q: 3 clusters Score -280271.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -280290.312500 Penalty: 2573.080811
	Iteration 17Q: 3 clusters Score -280290.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -280309.468750 Penalty: 2573.080811
	Iteration 18Q: 3 clusters Score -280309.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -280328.750000 Penalty: 2573.080811
	Iteration 19Q: 3 clusters Score -280328.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -280343.781250 Penalty: 2573.080811
	Iteration 20F: 3 clusters Score -280343.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -280361.312500 Penalty: 2573.080811
	Iteration 21Q: 3 clusters Score -280361.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -280374.187500 Penalty: 2573.080811
	Iteration 22Q: 3 clusters Score -280374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -280378.593750 Penalty: 2573.080811
	Iteration 23Q: 3 clusters Score -280378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -280383.437500 Penalty: 2573.080811
	Iteration 24Q: 3 clusters Score -280383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -280386.906250 Penalty: 2573.080811
	Iteration 25Q: 3 clusters Score -280386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -280391.312500 Penalty: 2573.080811
	Iteration 26Q: 3 clusters Score -280391.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -280396.187500 Penalty: 2573.080811
	Iteration 27Q: 3 clusters Score -280396.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -280404.750000 Penalty: 2573.080811
	Iteration 28Q: 3 clusters Score -280404.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -280411.406250 Penalty: 2573.080811
	Iteration 29Q: 3 clusters Score -280411.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -280414.593750 Penalty: 2573.080811
	Iteration 30Q: 3 clusters Score -280414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -280416.468750 Penalty: 2573.080811
	Iteration 31Q: 3 clusters Score -280416.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -280418.937500 Penalty: 2573.080811
	Iteration 32Q: 3 clusters Score -280418.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -280420.156250 Penalty: 2573.080811
	Iteration 33Q: 3 clusters Score -280420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -280420.687500 Penalty: 2573.080811
	Iteration 34Q: 3 clusters Score -280420.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -280422.718750 Penalty: 2573.080811
	Iteration 35Q: 3 clusters Score -280422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -280424.750000 Penalty: 2573.080811
	Iteration 36Q: 3 clusters Score -280424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -280424.750000 Penalty: 2573.080811
	Iteration 37F: 3 clusters Score -280424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Entering Unmasked Estep 
Score: -5992480.000000 Penalty: 1782.242554
	Iteration 0F: 2 clusters Score -5992480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5953940.000000 Penalty: 3564.485107
	Iteration 0F: 3 clusters Score -5953940 nChanged 27304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5969575.500000 Penalty: 3564.485107
	Iteration 1F: 3 clusters Score -5969576 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -5970265.000000 Penalty: 3564.485107
	Iteration 2Q: 3 clusters Score -5970265 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -5971114.000000 Penalty: 3564.485107
	Iteration 3Q: 3 clusters Score -5971114 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5972406.500000 Penalty: 3564.485107
	Iteration 4Q: 3 clusters Score -5972406 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -5974243.000000 Penalty: 3564.485107
	Iteration 5F: 3 clusters Score -5974243 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -5976965.500000 Penalty: 3564.485107
	Iteration 6F: 3 clusters Score -5976966 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -5980146.000000 Penalty: 3564.485107
	Iteration 7F: 3 clusters Score -5980146 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -5983132.500000 Penalty: 3564.485107
	Iteration 8F: 3 clusters Score -5983132 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -5985654.000000 Penalty: 3564.485107
	Iteration 9F: 3 clusters Score -5985654 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -5987399.500000 Penalty: 3564.485107
	Iteration 10Q: 3 clusters Score -5987400 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5988714.500000 Penalty: 3564.485107
	Iteration 11Q: 3 clusters Score -5988714 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5989592.500000 Penalty: 3564.485107
	Iteration 12Q: 3 clusters Score -5989592 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5990114.000000 Penalty: 3564.485107
	Iteration 13Q: 3 clusters Score -5990114 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5990418.500000 Penalty: 3564.485107
	Iteration 14Q: 3 clusters Score -5990418 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5990587.000000 Penalty: 3564.485107
	Iteration 15Q: 3 clusters Score -5990587 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5990701.500000 Penalty: 3564.485107
	Iteration 16Q: 3 clusters Score -5990702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5990777.500000 Penalty: 3564.485107
	Iteration 17Q: 3 clusters Score -5990778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57579 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5990824.500000 Penalty: 3564.485107
	Iteration 18Q: 3 clusters Score -5990824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5990866.000000 Penalty: 3564.485107
	Iteration 19Q: 3 clusters Score -5990866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5990886.000000 Penalty: 3564.485107
	Iteration 20F: 3 clusters Score -5990886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5990907.000000 Penalty: 3564.485107
	Iteration 21Q: 3 clusters Score -5990907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5990917.000000 Penalty: 3564.485107
	Iteration 22Q: 3 clusters Score -5990917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5990927.500000 Penalty: 3564.485107
	Iteration 23Q: 3 clusters Score -5990928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5990939.000000 Penalty: 3564.485107
	Iteration 24Q: 3 clusters Score -5990939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5990944.500000 Penalty: 3564.485107
	Iteration 25Q: 3 clusters Score -5990944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5990944.500000 Penalty: 3564.485107
	Iteration 26Q: 3 clusters Score -5990944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5990944.500000 Penalty: 3564.485107
	Iteration 27F: 3 clusters Score -5990944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (287741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287741 members 
Entering Unmasked Estep 
Score: -29212226.000000 Penalty: 2042.595093
	Iteration 0F: 2 clusters Score -2.921223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143842 members 
Mstep: Class 2 contains 143899 members 
Entering Unmasked Estep 
Score: -29027856.000000 Penalty: 4085.190186
	Iteration 0F: 3 clusters Score -2.902786e+07 nChanged 139798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142506 members 
Mstep: Class 2 contains 145235 members 
Entering Unmasked Estep 
Score: -29111816.000000 Penalty: 4085.190186
	Iteration 1F: 3 clusters Score -2.911182e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141128 members 
Mstep: Class 2 contains 146613 members 
Entering Unmasked Estep 
Score: -29113698.000000 Penalty: 4085.190186
	Iteration 2Q: 3 clusters Score -2.91137e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 148884 members 
Entering Unmasked Estep 
Score: -29116180.000000 Penalty: 4085.190186
	Iteration 3Q: 3 clusters Score -2.911618e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135125 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -29119682.000000 Penalty: 4085.190186
	Iteration 4Q: 3 clusters Score -2.911968e+07 nChanged 12988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129259 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -29125162.000000 Penalty: 4085.190186
	Iteration 5Q: 3 clusters Score -2.912516e+07 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120196 members 
Mstep: Class 2 contains 167545 members 
Entering Unmasked Estep 
Score: -29132916.000000 Penalty: 4085.190186
	Iteration 6F: 3 clusters Score -2.913292e+07 nChanged 18637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 179986 members 
Entering Unmasked Estep 
Score: -29143668.000000 Penalty: 4085.190186
	Iteration 7F: 3 clusters Score -2.914367e+07 nChanged 20607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 195233 members 
Entering Unmasked Estep 
Score: -29157662.000000 Penalty: 4085.190186
	Iteration 8F: 3 clusters Score -2.915766e+07 nChanged 19259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 210070 members 
Entering Unmasked Estep 
Score: -29172796.000000 Penalty: 4085.190186
	Iteration 9F: 3 clusters Score -2.91728e+07 nChanged 15471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 221659 members 
Entering Unmasked Estep 
Score: -29185970.000000 Penalty: 4085.190186
	Iteration 10F: 3 clusters Score -2.918597e+07 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 229970 members 
Entering Unmasked Estep 
Score: -29193308.000000 Penalty: 4085.190186
	Iteration 11Q: 3 clusters Score -2.919331e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 236460 members 
Entering Unmasked Estep 
Score: -29197048.000000 Penalty: 4085.190186
	Iteration 12Q: 3 clusters Score -2.919705e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 241810 members 
Entering Unmasked Estep 
Score: -29199442.000000 Penalty: 4085.190186
	Iteration 13Q: 3 clusters Score -2.919944e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 246222 members 
Entering Unmasked Estep 
Score: -29201090.000000 Penalty: 4085.190186
	Iteration 14Q: 3 clusters Score -2.920109e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 249842 members 
Entering Unmasked Estep 
Score: -29201972.000000 Penalty: 4085.190186
	Iteration 15Q: 3 clusters Score -2.920197e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 252912 members 
Entering Unmasked Estep 
Score: -29202704.000000 Penalty: 4085.190186
	Iteration 16Q: 3 clusters Score -2.92027e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 255558 members 
Entering Unmasked Estep 
Score: -29203376.000000 Penalty: 4085.190186
	Iteration 17Q: 3 clusters Score -2.920338e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 257952 members 
Entering Unmasked Estep 
Score: -29204124.000000 Penalty: 4085.190186
	Iteration 18Q: 3 clusters Score -2.920412e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 260022 members 
Entering Unmasked Estep 
Score: -29204708.000000 Penalty: 4085.190186
	Iteration 19Q: 3 clusters Score -2.920471e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 261930 members 
Entering Unmasked Estep 
Score: -29205176.000000 Penalty: 4085.190186
	Iteration 20F: 3 clusters Score -2.920518e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 263670 members 
Entering Unmasked Estep 
Score: -29205536.000000 Penalty: 4085.190186
	Iteration 21Q: 3 clusters Score -2.920554e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 265276 members 
Entering Unmasked Estep 
Score: -29206066.000000 Penalty: 4085.190186
	Iteration 22Q: 3 clusters Score -2.920607e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 266658 members 
Entering Unmasked Estep 
Score: -29206476.000000 Penalty: 4085.190186
	Iteration 23Q: 3 clusters Score -2.920648e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 267917 members 
Entering Unmasked Estep 
Score: -29206844.000000 Penalty: 4085.190186
	Iteration 24Q: 3 clusters Score -2.920684e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 269062 members 
Entering Unmasked Estep 
Score: -29207140.000000 Penalty: 4085.190186
	Iteration 25Q: 3 clusters Score -2.920714e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 270080 members 
Entering Unmasked Estep 
Score: -29207372.000000 Penalty: 4085.190186
	Iteration 26Q: 3 clusters Score -2.920737e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 270984 members 
Entering Unmasked Estep 
Score: -29207596.000000 Penalty: 4085.190186
	Iteration 27Q: 3 clusters Score -2.92076e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 271826 members 
Entering Unmasked Estep 
Score: -29207808.000000 Penalty: 4085.190186
	Iteration 28Q: 3 clusters Score -2.920781e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 272606 members 
Entering Unmasked Estep 
Score: -29207874.000000 Penalty: 4085.190186
	Iteration 29Q: 3 clusters Score -2.920787e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 273382 members 
Entering Unmasked Estep 
Score: -29208052.000000 Penalty: 4085.190186
	Iteration 30Q: 3 clusters Score -2.920805e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 274089 members 
Entering Unmasked Estep 
Score: -29208152.000000 Penalty: 4085.190186
	Iteration 31Q: 3 clusters Score -2.920815e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 274768 members 
Entering Unmasked Estep 
Score: -29208302.000000 Penalty: 4085.190186
	Iteration 32Q: 3 clusters Score -2.92083e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 275429 members 
Entering Unmasked Estep 
Score: -29208414.000000 Penalty: 4085.190186
	Iteration 33Q: 3 clusters Score -2.920841e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 276032 members 
Entering Unmasked Estep 
Score: -29208544.000000 Penalty: 4085.190186
	Iteration 34Q: 3 clusters Score -2.920854e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 276599 members 
Entering Unmasked Estep 
Score: -29208534.000000 Penalty: 4085.190186
	Iteration 35Q: 3 clusters Score -2.920853e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 277154 members 
Entering Unmasked Estep 
Score: -29208602.000000 Penalty: 4085.190186
	Iteration 36Q: 3 clusters Score -2.92086e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 277673 members 
Entering Unmasked Estep 
Score: -29208664.000000 Penalty: 4085.190186
	Iteration 37Q: 3 clusters Score -2.920866e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 278169 members 
Entering Unmasked Estep 
Score: -29208790.000000 Penalty: 4085.190186
	Iteration 38Q: 3 clusters Score -2.920879e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 278643 members 
Entering Unmasked Estep 
Score: -29208966.000000 Penalty: 4085.190186
	Iteration 39Q: 3 clusters Score -2.920897e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 279131 members 
Entering Unmasked Estep 
Score: -29209154.000000 Penalty: 4085.190186
	Iteration 40F: 3 clusters Score -2.920915e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 279606 members 
Entering Unmasked Estep 
Score: -29209312.000000 Penalty: 4085.190186
	Iteration 41Q: 3 clusters Score -2.920931e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 280034 members 
Entering Unmasked Estep 
Score: -29209324.000000 Penalty: 4085.190186
	Iteration 42Q: 3 clusters Score -2.920932e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 280408 members 
Entering Unmasked Estep 
Score: -29209298.000000 Penalty: 4085.190186
	Iteration 43Q: 3 clusters Score -2.92093e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 280770 members 
Entering Unmasked Estep 
Score: -29209380.000000 Penalty: 4085.190186
	Iteration 44Q: 3 clusters Score -2.920938e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 281108 members 
Entering Unmasked Estep 
Score: -29209492.000000 Penalty: 4085.190186
	Iteration 45Q: 3 clusters Score -2.920949e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 281419 members 
Entering Unmasked Estep 
Score: -29209538.000000 Penalty: 4085.190186
	Iteration 46Q: 3 clusters Score -2.920954e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 281731 members 
Entering Unmasked Estep 
Score: -29209608.000000 Penalty: 4085.190186
	Iteration 47Q: 3 clusters Score -2.920961e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 281996 members 
Entering Unmasked Estep 
Score: -29209648.000000 Penalty: 4085.190186
	Iteration 48Q: 3 clusters Score -2.920965e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 282263 members 
Entering Unmasked Estep 
Score: -29209694.000000 Penalty: 4085.190186
	Iteration 49Q: 3 clusters Score -2.920969e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 282535 members 
Entering Unmasked Estep 
Score: -29209772.000000 Penalty: 4085.190186
	Iteration 50Q: 3 clusters Score -2.920977e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 282778 members 
Entering Unmasked Estep 
Score: -29209902.000000 Penalty: 4085.190186
	Iteration 51Q: 3 clusters Score -2.92099e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 283013 members 
Entering Unmasked Estep 
Score: -29209948.000000 Penalty: 4085.190186
	Iteration 52Q: 3 clusters Score -2.920995e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 283223 members 
Entering Unmasked Estep 
Score: -29210002.000000 Penalty: 4085.190186
	Iteration 53Q: 3 clusters Score -2.921e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 283415 members 
Entering Unmasked Estep 
Score: -29209990.000000 Penalty: 4085.190186
	Iteration 54Q: 3 clusters Score -2.920999e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 283605 members 
Entering Unmasked Estep 
Score: -29210050.000000 Penalty: 4085.190186
	Iteration 55Q: 3 clusters Score -2.921005e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 283814 members 
Entering Unmasked Estep 
Score: -29210072.000000 Penalty: 4085.190186
	Iteration 56Q: 3 clusters Score -2.921007e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 284005 members 
Entering Unmasked Estep 
Score: -29210058.000000 Penalty: 4085.190186
	Iteration 57Q: 3 clusters Score -2.921006e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 284181 members 
Entering Unmasked Estep 
Score: -29210084.000000 Penalty: 4085.190186
	Iteration 58Q: 3 clusters Score -2.921008e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 284347 members 
Entering Unmasked Estep 
Score: -29210136.000000 Penalty: 4085.190186
	Iteration 59Q: 3 clusters Score -2.921014e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 284504 members 
Entering Unmasked Estep 
Score: -29210202.000000 Penalty: 4085.190186
	Iteration 60F: 3 clusters Score -2.92102e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 284662 members 
Entering Unmasked Estep 
Score: -29210334.000000 Penalty: 4085.190186
	Iteration 61Q: 3 clusters Score -2.921033e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 284817 members 
Entering Unmasked Estep 
Score: -29210352.000000 Penalty: 4085.190186
	Iteration 62Q: 3 clusters Score -2.921035e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 284968 members 
Entering Unmasked Estep 
Score: -29210334.000000 Penalty: 4085.190186
	Iteration 63Q: 3 clusters Score -2.921033e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 285100 members 
Entering Unmasked Estep 
Score: -29210350.000000 Penalty: 4085.190186
	Iteration 64Q: 3 clusters Score -2.921035e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 285218 members 
Entering Unmasked Estep 
Score: -29210374.000000 Penalty: 4085.190186
	Iteration 65Q: 3 clusters Score -2.921037e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 285332 members 
Entering Unmasked Estep 
Score: -29210404.000000 Penalty: 4085.190186
	Iteration 66Q: 3 clusters Score -2.92104e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 285429 members 
Entering Unmasked Estep 
Score: -29210402.000000 Penalty: 4085.190186
	Iteration 67Q: 3 clusters Score -2.92104e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 285507 members 
Entering Unmasked Estep 
Score: -29210454.000000 Penalty: 4085.190186
	Iteration 68Q: 3 clusters Score -2.921045e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 285586 members 
Entering Unmasked Estep 
Score: -29210476.000000 Penalty: 4085.190186
	Iteration 69Q: 3 clusters Score -2.921048e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 285661 members 
Entering Unmasked Estep 
Score: -29210420.000000 Penalty: 4085.190186
	Iteration 70Q: 3 clusters Score -2.921042e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 285728 members 
Entering Unmasked Estep 
Score: -29210442.000000 Penalty: 4085.190186
	Iteration 71Q: 3 clusters Score -2.921044e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 285788 members 
Entering Unmasked Estep 
Score: -29210434.000000 Penalty: 4085.190186
	Iteration 72Q: 3 clusters Score -2.921043e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 285836 members 
Entering Unmasked Estep 
Score: -29210400.000000 Penalty: 4085.190186
	Iteration 73Q: 3 clusters Score -2.92104e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 285883 members 
Entering Unmasked Estep 
Score: -29210426.000000 Penalty: 4085.190186
	Iteration 74Q: 3 clusters Score -2.921043e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 285931 members 
Entering Unmasked Estep 
Score: -29210446.000000 Penalty: 4085.190186
	Iteration 75Q: 3 clusters Score -2.921045e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 285981 members 
Entering Unmasked Estep 
Score: -29210460.000000 Penalty: 4085.190186
	Iteration 76Q: 3 clusters Score -2.921046e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 286024 members 
Entering Unmasked Estep 
Score: -29210500.000000 Penalty: 4085.190186
	Iteration 77Q: 3 clusters Score -2.92105e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 286077 members 
Entering Unmasked Estep 
Score: -29210516.000000 Penalty: 4085.190186
	Iteration 78Q: 3 clusters Score -2.921052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 286116 members 
Entering Unmasked Estep 
Score: -29210454.000000 Penalty: 4085.190186
	Iteration 79Q: 3 clusters Score -2.921045e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 286159 members 
Entering Unmasked Estep 
Score: -29210502.000000 Penalty: 4085.190186
	Iteration 80F: 3 clusters Score -2.92105e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 286204 members 
Entering Unmasked Estep 
Score: -29210536.000000 Penalty: 4085.190186
	Iteration 81Q: 3 clusters Score -2.921054e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 286241 members 
Entering Unmasked Estep 
Score: -29210536.000000 Penalty: 4085.190186
	Iteration 82Q: 3 clusters Score -2.921054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 286270 members 
Entering Unmasked Estep 
Score: -29210520.000000 Penalty: 4085.190186
	Iteration 83Q: 3 clusters Score -2.921052e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 286296 members 
Entering Unmasked Estep 
Score: -29210548.000000 Penalty: 4085.190186
	Iteration 84Q: 3 clusters Score -2.921055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 286319 members 
Entering Unmasked Estep 
Score: -29210524.000000 Penalty: 4085.190186
	Iteration 85Q: 3 clusters Score -2.921052e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 286341 members 
Entering Unmasked Estep 
Score: -29210532.000000 Penalty: 4085.190186
	Iteration 86Q: 3 clusters Score -2.921053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 286365 members 
Entering Unmasked Estep 
Score: -29210536.000000 Penalty: 4085.190186
	Iteration 87Q: 3 clusters Score -2.921054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 286389 members 
Entering Unmasked Estep 
Score: -29210542.000000 Penalty: 4085.190186
	Iteration 88Q: 3 clusters Score -2.921054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 286410 members 
Entering Unmasked Estep 
Score: -29210568.000000 Penalty: 4085.190186
	Iteration 89Q: 3 clusters Score -2.921057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 286438 members 
Entering Unmasked Estep 
Score: -29210536.000000 Penalty: 4085.190186
	Iteration 90Q: 3 clusters Score -2.921054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 286457 members 
Entering Unmasked Estep 
Score: -29210528.000000 Penalty: 4085.190186
	Iteration 91Q: 3 clusters Score -2.921053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 286475 members 
Entering Unmasked Estep 
Score: -29210540.000000 Penalty: 4085.190186
	Iteration 92Q: 3 clusters Score -2.921054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 286490 members 
Entering Unmasked Estep 
Score: -29210562.000000 Penalty: 4085.190186
	Iteration 93Q: 3 clusters Score -2.921056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 286502 members 
Entering Unmasked Estep 
Score: -29210554.000000 Penalty: 4085.190186
	Iteration 94Q: 3 clusters Score -2.921055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 286513 members 
Entering Unmasked Estep 
Score: -29210560.000000 Penalty: 4085.190186
	Iteration 95Q: 3 clusters Score -2.921056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 286527 members 
Entering Unmasked Estep 
Score: -29210566.000000 Penalty: 4085.190186
	Iteration 96Q: 3 clusters Score -2.921057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 286542 members 
Entering Unmasked Estep 
Score: -29210548.000000 Penalty: 4085.190186
	Iteration 97Q: 3 clusters Score -2.921055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 286561 members 
Entering Unmasked Estep 
Score: -29210578.000000 Penalty: 4085.190186
	Iteration 98Q: 3 clusters Score -2.921058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 286583 members 
Entering Unmasked Estep 
Score: -29210568.000000 Penalty: 4085.190186
	Iteration 99Q: 3 clusters Score -2.921057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 286598 members 
Entering Unmasked Estep 
Score: -29210578.000000 Penalty: 4085.190186
	Iteration 100F: 3 clusters Score -2.921058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 286608 members 
Entering Unmasked Estep 
Score: -29210576.000000 Penalty: 4085.190186
	Iteration 101Q: 3 clusters Score -2.921058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 286609 members 
Entering Unmasked Estep 
Score: -29210578.000000 Penalty: 4085.190186
	Iteration 102Q: 3 clusters Score -2.921058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 286611 members 
Entering Unmasked Estep 
Score: -29210580.000000 Penalty: 4085.190186
	Iteration 103Q: 3 clusters Score -2.921058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 286614 members 
Entering Unmasked Estep 
Score: -29210576.000000 Penalty: 4085.190186
	Iteration 104Q: 3 clusters Score -2.921058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 286618 members 
Entering Unmasked Estep 
Score: -29210578.000000 Penalty: 4085.190186
	Iteration 105Q: 3 clusters Score -2.921058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 286621 members 
Entering Unmasked Estep 
Score: -29210578.000000 Penalty: 4085.190186
	Iteration 106Q: 3 clusters Score -2.921058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 286624 members 
Entering Unmasked Estep 
Score: -29210582.000000 Penalty: 4085.190186
	Iteration 107Q: 3 clusters Score -2.921058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 286626 members 
Entering Unmasked Estep 
Score: -29210582.000000 Penalty: 4085.190186
	Iteration 108Q: 3 clusters Score -2.921058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 286627 members 
Entering Unmasked Estep 
Score: -29210582.000000 Penalty: 4085.190186
	Iteration 109Q: 3 clusters Score -2.921058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 286627 members 
Entering Unmasked Estep 
Score: -29210580.000000 Penalty: 4085.190186
	Iteration 110Q: 3 clusters Score -2.921058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 286628 members 
Entering Unmasked Estep 
Score: -29210560.000000 Penalty: 4085.190186
	Iteration 111Q: 3 clusters Score -2.921056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 286629 members 
Entering Unmasked Estep 
Score: -29210574.000000 Penalty: 4085.190186
	Iteration 112Q: 3 clusters Score -2.921057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 286629 members 
Entering Unmasked Estep 
Score: -29210574.000000 Penalty: 4085.190186
	Iteration 113F: 3 clusters Score -2.921057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Entering Unmasked Estep 
Score: -5024733.000000 Penalty: 1752.549194
	Iteration 0F: 2 clusters Score -5024733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4992244.000000 Penalty: 3505.098389
	Iteration 0F: 3 clusters Score -4992244 nChanged 22784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5005471.500000 Penalty: 3505.098389
	Iteration 1F: 3 clusters Score -5005472 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -5006596.500000 Penalty: 3505.098389
	Iteration 2F: 3 clusters Score -5006596 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -5008453.000000 Penalty: 3505.098389
	Iteration 3F: 3 clusters Score -5008453 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -5011409.000000 Penalty: 3505.098389
	Iteration 4F: 3 clusters Score -5011409 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5015104.000000 Penalty: 3505.098389
	Iteration 5F: 3 clusters Score -5015104 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -5018525.500000 Penalty: 3505.098389
	Iteration 6F: 3 clusters Score -5018526 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -5020649.000000 Penalty: 3505.098389
	Iteration 7Q: 3 clusters Score -5020649 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -5021399.000000 Penalty: 3505.098389
	Iteration 8Q: 3 clusters Score -5021399 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -5021747.500000 Penalty: 3505.098389
	Iteration 9Q: 3 clusters Score -5021748 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -5021936.500000 Penalty: 3505.098389
	Iteration 10Q: 3 clusters Score -5021936 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5022070.500000 Penalty: 3505.098389
	Iteration 11Q: 3 clusters Score -5022070 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -5022172.000000 Penalty: 3505.098389
	Iteration 12Q: 3 clusters Score -5022172 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -5022253.000000 Penalty: 3505.098389
	Iteration 13Q: 3 clusters Score -5022253 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5022358.500000 Penalty: 3505.098389
	Iteration 14Q: 3 clusters Score -5022358 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5022442.500000 Penalty: 3505.098389
	Iteration 15Q: 3 clusters Score -5022442 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5022511.000000 Penalty: 3505.098389
	Iteration 16Q: 3 clusters Score -5022511 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -5022581.500000 Penalty: 3505.098389
	Iteration 17Q: 3 clusters Score -5022582 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5022654.500000 Penalty: 3505.098389
	Iteration 18Q: 3 clusters Score -5022654 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5022729.000000 Penalty: 3505.098389
	Iteration 19Q: 3 clusters Score -5022729 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5022797.000000 Penalty: 3505.098389
	Iteration 20F: 3 clusters Score -5022797 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5022869.500000 Penalty: 3505.098389
	Iteration 21Q: 3 clusters Score -5022870 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5022910.500000 Penalty: 3505.098389
	Iteration 22Q: 3 clusters Score -5022910 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5022964.000000 Penalty: 3505.098389
	Iteration 23Q: 3 clusters Score -5022964 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5023024.000000 Penalty: 3505.098389
	Iteration 24Q: 3 clusters Score -5023024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5023068.500000 Penalty: 3505.098389
	Iteration 25Q: 3 clusters Score -5023068 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5023118.500000 Penalty: 3505.098389
	Iteration 26Q: 3 clusters Score -5023118 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5023165.000000 Penalty: 3505.098389
	Iteration 27Q: 3 clusters Score -5023165 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5023204.500000 Penalty: 3505.098389
	Iteration 28Q: 3 clusters Score -5023204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5023240.500000 Penalty: 3505.098389
	Iteration 29Q: 3 clusters Score -5023240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5023257.000000 Penalty: 3505.098389
	Iteration 30Q: 3 clusters Score -5023257 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5023267.500000 Penalty: 3505.098389
	Iteration 31Q: 3 clusters Score -5023268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5023293.000000 Penalty: 3505.098389
	Iteration 32Q: 3 clusters Score -5023293 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5023316.500000 Penalty: 3505.098389
	Iteration 33Q: 3 clusters Score -5023316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5023333.000000 Penalty: 3505.098389
	Iteration 34Q: 3 clusters Score -5023333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5023345.500000 Penalty: 3505.098389
	Iteration 35Q: 3 clusters Score -5023346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5023359.000000 Penalty: 3505.098389
	Iteration 36Q: 3 clusters Score -5023359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5023362.000000 Penalty: 3505.098389
	Iteration 37Q: 3 clusters Score -5023362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5023367.500000 Penalty: 3505.098389
	Iteration 38Q: 3 clusters Score -5023368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5023378.500000 Penalty: 3505.098389
	Iteration 39Q: 3 clusters Score -5023378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5023389.500000 Penalty: 3505.098389
	Iteration 40F: 3 clusters Score -5023390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5023406.500000 Penalty: 3505.098389
	Iteration 41Q: 3 clusters Score -5023406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5023414.500000 Penalty: 3505.098389
	Iteration 42Q: 3 clusters Score -5023414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5023417.000000 Penalty: 3505.098389
	Iteration 43Q: 3 clusters Score -5023417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5023423.500000 Penalty: 3505.098389
	Iteration 44Q: 3 clusters Score -5023424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5023426.500000 Penalty: 3505.098389
	Iteration 45Q: 3 clusters Score -5023426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5023425.000000 Penalty: 3505.098389
	Iteration 46Q: 3 clusters Score -5023425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5023424.000000 Penalty: 3505.098389
	Iteration 47Q: 3 clusters Score -5023424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5023425.000000 Penalty: 3505.098389
	Iteration 48Q: 3 clusters Score -5023425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5023427.000000 Penalty: 3505.098389
	Iteration 49Q: 3 clusters Score -5023427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5023425.500000 Penalty: 3505.098389
	Iteration 50Q: 3 clusters Score -5023426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5023425.000000 Penalty: 3505.098389
	Iteration 51Q: 3 clusters Score -5023425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5023427.500000 Penalty: 3505.098389
	Iteration 52Q: 3 clusters Score -5023428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5023424.500000 Penalty: 3505.098389
	Iteration 53Q: 3 clusters Score -5023424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5023425.500000 Penalty: 3505.098389
	Iteration 54Q: 3 clusters Score -5023426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5023425.500000 Penalty: 3505.098389
	Iteration 55Q: 3 clusters Score -5023426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5023426.500000 Penalty: 3505.098389
	Iteration 56Q: 3 clusters Score -5023426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5023430.000000 Penalty: 3505.098389
	Iteration 57Q: 3 clusters Score -5023430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5023430.000000 Penalty: 3505.098389
	Iteration 58F: 3 clusters Score -5023430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -126259.851562 Penalty: 1172.834595
	Iteration 0F: 2 clusters Score -126259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124672.867188 Penalty: 2345.669189
	Iteration 0F: 3 clusters Score -124672.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -125096.695312 Penalty: 2345.669189
	Iteration 1F: 3 clusters Score -125096.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -125235.515625 Penalty: 2345.669189
	Iteration 2F: 3 clusters Score -125235.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -125319.218750 Penalty: 2345.669189
	Iteration 3F: 3 clusters Score -125319.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -125401.390625 Penalty: 2345.669189
	Iteration 4Q: 3 clusters Score -125401.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -125517.828125 Penalty: 2345.669189
	Iteration 5Q: 3 clusters Score -125517.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -125602.859375 Penalty: 2345.669189
	Iteration 6F: 3 clusters Score -125602.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -125655.601562 Penalty: 2345.669189
	Iteration 7Q: 3 clusters Score -125655.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -125696.414062 Penalty: 2345.669189
	Iteration 8Q: 3 clusters Score -125696.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -125735.226562 Penalty: 2345.669189
	Iteration 9Q: 3 clusters Score -125735.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -125761.757812 Penalty: 2345.669189
	Iteration 10Q: 3 clusters Score -125761.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -125805.148438 Penalty: 2345.669189
	Iteration 11Q: 3 clusters Score -125805.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -125814.976562 Penalty: 2345.669189
	Iteration 12Q: 3 clusters Score -125815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -125824.062500 Penalty: 2345.669189
	Iteration 13Q: 3 clusters Score -125824.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -125829.679688 Penalty: 2345.669189
	Iteration 14Q: 3 clusters Score -125829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -125837.757812 Penalty: 2345.669189
	Iteration 15Q: 3 clusters Score -125837.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -125844.023438 Penalty: 2345.669189
	Iteration 16Q: 3 clusters Score -125844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -125845.703125 Penalty: 2345.669189
	Iteration 17Q: 3 clusters Score -125845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -125848.234375 Penalty: 2345.669189
	Iteration 18Q: 3 clusters Score -125848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -125849.820312 Penalty: 2345.669189
	Iteration 19Q: 3 clusters Score -125849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -125850.031250 Penalty: 2345.669189
	Iteration 20F: 3 clusters Score -125850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -125850.718750 Penalty: 2345.669189
	Iteration 21Q: 3 clusters Score -125850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -125851.375000 Penalty: 2345.669189
	Iteration 22Q: 3 clusters Score -125851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -125851.375000 Penalty: 2345.669189
	Iteration 23F: 3 clusters Score -125851.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Entering Unmasked Estep 
Score: -2209921.250000 Penalty: 1620.106079
	Iteration 0F: 2 clusters Score -2209921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2195430.000000 Penalty: 3240.212158
	Iteration 0F: 3 clusters Score -2195430 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2200649.000000 Penalty: 3240.212158
	Iteration 1F: 3 clusters Score -2200649 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2201033.500000 Penalty: 3240.212158
	Iteration 2F: 3 clusters Score -2201034 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2201414.500000 Penalty: 3240.212158
	Iteration 3Q: 3 clusters Score -2201414 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2201811.750000 Penalty: 3240.212158
	Iteration 4Q: 3 clusters Score -2201812 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2202256.750000 Penalty: 3240.212158
	Iteration 5Q: 3 clusters Score -2202257 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2202831.250000 Penalty: 3240.212158
	Iteration 6F: 3 clusters Score -2202831 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2203621.000000 Penalty: 3240.212158
	Iteration 7F: 3 clusters Score -2203621 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2204623.750000 Penalty: 3240.212158
	Iteration 8F: 3 clusters Score -2204624 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2205517.500000 Penalty: 3240.212158
	Iteration 9F: 3 clusters Score -2205518 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2206144.250000 Penalty: 3240.212158
	Iteration 10Q: 3 clusters Score -2206144 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2206518.500000 Penalty: 3240.212158
	Iteration 11Q: 3 clusters Score -2206518 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2206744.250000 Penalty: 3240.212158
	Iteration 12Q: 3 clusters Score -2206744 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2206915.250000 Penalty: 3240.212158
	Iteration 13Q: 3 clusters Score -2206915 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2207032.750000 Penalty: 3240.212158
	Iteration 14Q: 3 clusters Score -2207033 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2207130.250000 Penalty: 3240.212158
	Iteration 15Q: 3 clusters Score -2207130 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2207217.000000 Penalty: 3240.212158
	Iteration 16Q: 3 clusters Score -2207217 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2207326.500000 Penalty: 3240.212158
	Iteration 17Q: 3 clusters Score -2207326 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2207446.750000 Penalty: 3240.212158
	Iteration 18Q: 3 clusters Score -2207447 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2207532.250000 Penalty: 3240.212158
	Iteration 19Q: 3 clusters Score -2207532 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2207629.750000 Penalty: 3240.212158
	Iteration 20F: 3 clusters Score -2207630 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2207719.500000 Penalty: 3240.212158
	Iteration 21Q: 3 clusters Score -2207720 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2207801.500000 Penalty: 3240.212158
	Iteration 22Q: 3 clusters Score -2207802 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2207868.500000 Penalty: 3240.212158
	Iteration 23Q: 3 clusters Score -2207868 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2207940.250000 Penalty: 3240.212158
	Iteration 24Q: 3 clusters Score -2207940 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2208038.250000 Penalty: 3240.212158
	Iteration 25Q: 3 clusters Score -2208038 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2208093.000000 Penalty: 3240.212158
	Iteration 26Q: 3 clusters Score -2208093 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2208139.750000 Penalty: 3240.212158
	Iteration 27Q: 3 clusters Score -2208140 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2208174.000000 Penalty: 3240.212158
	Iteration 28Q: 3 clusters Score -2208174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2208209.750000 Penalty: 3240.212158
	Iteration 29Q: 3 clusters Score -2208210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2208239.250000 Penalty: 3240.212158
	Iteration 30Q: 3 clusters Score -2208239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2208259.500000 Penalty: 3240.212158
	Iteration 31Q: 3 clusters Score -2208260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2208285.250000 Penalty: 3240.212158
	Iteration 32Q: 3 clusters Score -2208285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2208310.750000 Penalty: 3240.212158
	Iteration 33Q: 3 clusters Score -2208311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2208336.000000 Penalty: 3240.212158
	Iteration 34Q: 3 clusters Score -2208336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2208360.250000 Penalty: 3240.212158
	Iteration 35Q: 3 clusters Score -2208360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2208387.250000 Penalty: 3240.212158
	Iteration 36Q: 3 clusters Score -2208387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2208410.750000 Penalty: 3240.212158
	Iteration 37Q: 3 clusters Score -2208411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2208431.250000 Penalty: 3240.212158
	Iteration 38Q: 3 clusters Score -2208431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2208453.000000 Penalty: 3240.212158
	Iteration 39Q: 3 clusters Score -2208453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2208473.250000 Penalty: 3240.212158
	Iteration 40F: 3 clusters Score -2208473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2208487.500000 Penalty: 3240.212158
	Iteration 41Q: 3 clusters Score -2208488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2208500.500000 Penalty: 3240.212158
	Iteration 42Q: 3 clusters Score -2208500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2208513.500000 Penalty: 3240.212158
	Iteration 43Q: 3 clusters Score -2208514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2208525.000000 Penalty: 3240.212158
	Iteration 44Q: 3 clusters Score -2208525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2208529.000000 Penalty: 3240.212158
	Iteration 45Q: 3 clusters Score -2208529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2208534.750000 Penalty: 3240.212158
	Iteration 46Q: 3 clusters Score -2208535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2208536.500000 Penalty: 3240.212158
	Iteration 47Q: 3 clusters Score -2208536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2208540.250000 Penalty: 3240.212158
	Iteration 48Q: 3 clusters Score -2208540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2208543.750000 Penalty: 3240.212158
	Iteration 49Q: 3 clusters Score -2208544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2208544.500000 Penalty: 3240.212158
	Iteration 50Q: 3 clusters Score -2208544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2208544.750000 Penalty: 3240.212158
	Iteration 51Q: 3 clusters Score -2208545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2208547.000000 Penalty: 3240.212158
	Iteration 52Q: 3 clusters Score -2208547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2208547.250000 Penalty: 3240.212158
	Iteration 53Q: 3 clusters Score -2208547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2208546.250000 Penalty: 3240.212158
	Iteration 54Q: 3 clusters Score -2208546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2208544.500000 Penalty: 3240.212158
	Iteration 55Q: 3 clusters Score -2208544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2208544.500000 Penalty: 3240.212158
	Iteration 56F: 3 clusters Score -2208544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -526679.937500 Penalty: 1399.413452
	Iteration 0F: 2 clusters Score -526679.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -522383.500000 Penalty: 2798.826904
	Iteration 0F: 3 clusters Score -522383.5 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -523922.281250 Penalty: 2798.826904
	Iteration 1F: 3 clusters Score -523922.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -524434.750000 Penalty: 2798.826904
	Iteration 2F: 3 clusters Score -524434.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -524930.750000 Penalty: 2798.826904
	Iteration 3F: 3 clusters Score -524930.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -525411.625000 Penalty: 2798.826904
	Iteration 4F: 3 clusters Score -525411.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -525827.875000 Penalty: 2798.826904
	Iteration 5F: 3 clusters Score -525827.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -526100.875000 Penalty: 2798.826904
	Iteration 6F: 3 clusters Score -526100.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -526266.062500 Penalty: 2798.826904
	Iteration 7Q: 3 clusters Score -526266.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -526351.812500 Penalty: 2798.826904
	Iteration 8Q: 3 clusters Score -526351.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -526417.687500 Penalty: 2798.826904
	Iteration 9Q: 3 clusters Score -526417.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -526463.562500 Penalty: 2798.826904
	Iteration 10Q: 3 clusters Score -526463.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -526500.062500 Penalty: 2798.826904
	Iteration 11Q: 3 clusters Score -526500.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -526528.687500 Penalty: 2798.826904
	Iteration 12Q: 3 clusters Score -526528.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -526549.250000 Penalty: 2798.826904
	Iteration 13Q: 3 clusters Score -526549.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -526559.687500 Penalty: 2798.826904
	Iteration 14Q: 3 clusters Score -526559.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -526570.500000 Penalty: 2798.826904
	Iteration 15Q: 3 clusters Score -526570.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -526582.625000 Penalty: 2798.826904
	Iteration 16Q: 3 clusters Score -526582.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -526592.125000 Penalty: 2798.826904
	Iteration 17Q: 3 clusters Score -526592.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -526602.687500 Penalty: 2798.826904
	Iteration 18Q: 3 clusters Score -526602.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -526606.500000 Penalty: 2798.826904
	Iteration 19Q: 3 clusters Score -526606.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -526608.875000 Penalty: 2798.826904
	Iteration 20F: 3 clusters Score -526608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -526611.375000 Penalty: 2798.826904
	Iteration 21Q: 3 clusters Score -526611.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -526614.875000 Penalty: 2798.826904
	Iteration 22Q: 3 clusters Score -526614.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -526618.562500 Penalty: 2798.826904
	Iteration 23Q: 3 clusters Score -526618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -526620.000000 Penalty: 2798.826904
	Iteration 24Q: 3 clusters Score -526620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -526621.312500 Penalty: 2798.826904
	Iteration 25Q: 3 clusters Score -526621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -526621.187500 Penalty: 2798.826904
	Iteration 26Q: 3 clusters Score -526621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -526622.750000 Penalty: 2798.826904
	Iteration 27Q: 3 clusters Score -526622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -526624.062500 Penalty: 2798.826904
	Iteration 28Q: 3 clusters Score -526624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -526625.187500 Penalty: 2798.826904
	Iteration 29Q: 3 clusters Score -526625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -526626.687500 Penalty: 2798.826904
	Iteration 30Q: 3 clusters Score -526626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -526627.375000 Penalty: 2798.826904
	Iteration 31Q: 3 clusters Score -526627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -526628.625000 Penalty: 2798.826904
	Iteration 32Q: 3 clusters Score -526628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -526629.750000 Penalty: 2798.826904
	Iteration 33Q: 3 clusters Score -526629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -526630.375000 Penalty: 2798.826904
	Iteration 34Q: 3 clusters Score -526630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -526630.000000 Penalty: 2798.826904
	Iteration 35Q: 3 clusters Score -526630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -526630.812500 Penalty: 2798.826904
	Iteration 36Q: 3 clusters Score -526630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -526630.812500 Penalty: 2798.826904
	Iteration 37F: 3 clusters Score -526630.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Entering Unmasked Estep 
Score: -5573022.500000 Penalty: 1777.402832
	Iteration 0F: 2 clusters Score -5573022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -5535286.500000 Penalty: 3554.805664
	Iteration 0F: 3 clusters Score -5535286 nChanged 26539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -5550324.000000 Penalty: 3554.805664
	Iteration 1F: 3 clusters Score -5550324 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -5550908.500000 Penalty: 3554.805664
	Iteration 2Q: 3 clusters Score -5550908 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -5551623.000000 Penalty: 3554.805664
	Iteration 3Q: 3 clusters Score -5551623 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -5552685.500000 Penalty: 3554.805664
	Iteration 4Q: 3 clusters Score -5552686 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5554213.500000 Penalty: 3554.805664
	Iteration 5F: 3 clusters Score -5554214 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -5556362.000000 Penalty: 3554.805664
	Iteration 6F: 3 clusters Score -5556362 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5559053.500000 Penalty: 3554.805664
	Iteration 7F: 3 clusters Score -5559054 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -5562414.500000 Penalty: 3554.805664
	Iteration 8F: 3 clusters Score -5562414 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -5565646.000000 Penalty: 3554.805664
	Iteration 9F: 3 clusters Score -5565646 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -5568150.500000 Penalty: 3554.805664
	Iteration 10Q: 3 clusters Score -5568150 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5569849.500000 Penalty: 3554.805664
	Iteration 11Q: 3 clusters Score -5569850 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5570802.000000 Penalty: 3554.805664
	Iteration 12Q: 3 clusters Score -5570802 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5571197.000000 Penalty: 3554.805664
	Iteration 13Q: 3 clusters Score -5571197 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5571331.000000 Penalty: 3554.805664
	Iteration 14Q: 3 clusters Score -5571331 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5571393.000000 Penalty: 3554.805664
	Iteration 15Q: 3 clusters Score -5571393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5571440.500000 Penalty: 3554.805664
	Iteration 16Q: 3 clusters Score -5571440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5571467.500000 Penalty: 3554.805664
	Iteration 17Q: 3 clusters Score -5571468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5571487.500000 Penalty: 3554.805664
	Iteration 18Q: 3 clusters Score -5571488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5571496.000000 Penalty: 3554.805664
	Iteration 19Q: 3 clusters Score -5571496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5571502.000000 Penalty: 3554.805664
	Iteration 20F: 3 clusters Score -5571502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5571513.000000 Penalty: 3554.805664
	Iteration 21Q: 3 clusters Score -5571513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5571513.500000 Penalty: 3554.805664
	Iteration 22Q: 3 clusters Score -5571514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5571515.500000 Penalty: 3554.805664
	Iteration 23Q: 3 clusters Score -5571516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5571514.500000 Penalty: 3554.805664
	Iteration 24Q: 3 clusters Score -5571514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5571514.500000 Penalty: 3554.805664
	Iteration 25F: 3 clusters Score -5571514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -192943.875000 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -192943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -190877.812500 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -190877.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -191327.218750 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -191327.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -191498.437500 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -191498.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -191627.921875 Penalty: 2466.862793
	Iteration 3F: 3 clusters Score -191627.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -191723.406250 Penalty: 2466.862793
	Iteration 4F: 3 clusters Score -191723.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -191773.625000 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -191773.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -191811.437500 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -191811.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -191842.328125 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -191842.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -191869.234375 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -191869.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -191894.937500 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -191894.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -191916.390625 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -191916.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -191935.031250 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -191935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -191948.500000 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -191948.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -191957.171875 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -191957.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -191967.734375 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -191967.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -191975.640625 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -191975.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -191982.687500 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -191982.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -191989.562500 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -191989.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -191995.234375 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -191995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -191999.093750 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -191999.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -192006.046875 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -192006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -192010.375000 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -192010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -192014.031250 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -192014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -192017.687500 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -192017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -192019.562500 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -192019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -192019.828125 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -192019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -192020.359375 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -192020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -192020.796875 Penalty: 2466.862793
	Iteration 27Q: 3 clusters Score -192020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -192020.859375 Penalty: 2466.862793
	Iteration 28Q: 3 clusters Score -192020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -192020.859375 Penalty: 2466.862793
	Iteration 29F: 3 clusters Score -192020.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (291293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291293 members 
Entering Unmasked Estep 
Score: -29522414.000000 Penalty: 2044.588745
	Iteration 0F: 2 clusters Score -2.952241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145643 members 
Mstep: Class 2 contains 145650 members 
Entering Unmasked Estep 
Score: -29330464.000000 Penalty: 4089.177490
	Iteration 0F: 3 clusters Score -2.933046e+07 nChanged 141843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147324 members 
Mstep: Class 2 contains 143969 members 
Entering Unmasked Estep 
Score: -29414456.000000 Penalty: 4089.177490
	Iteration 1F: 3 clusters Score -2.941446e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148108 members 
Mstep: Class 2 contains 143185 members 
Entering Unmasked Estep 
Score: -29416048.000000 Penalty: 4089.177490
	Iteration 2Q: 3 clusters Score -2.941605e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149335 members 
Mstep: Class 2 contains 141958 members 
Entering Unmasked Estep 
Score: -29417598.000000 Penalty: 4089.177490
	Iteration 3Q: 3 clusters Score -2.94176e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151166 members 
Mstep: Class 2 contains 140127 members 
Entering Unmasked Estep 
Score: -29419398.000000 Penalty: 4089.177490
	Iteration 4Q: 3 clusters Score -2.94194e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 137291 members 
Entering Unmasked Estep 
Score: -29421854.000000 Penalty: 4089.177490
	Iteration 5Q: 3 clusters Score -2.942185e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158098 members 
Mstep: Class 2 contains 133195 members 
Entering Unmasked Estep 
Score: -29424990.000000 Penalty: 4089.177490
	Iteration 6Q: 3 clusters Score -2.942499e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164077 members 
Mstep: Class 2 contains 127216 members 
Entering Unmasked Estep 
Score: -29429680.000000 Penalty: 4089.177490
	Iteration 7Q: 3 clusters Score -2.942968e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172233 members 
Mstep: Class 2 contains 119060 members 
Entering Unmasked Estep 
Score: -29436358.000000 Penalty: 4089.177490
	Iteration 8Q: 3 clusters Score -2.943636e+07 nChanged 17063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182766 members 
Mstep: Class 2 contains 108527 members 
Entering Unmasked Estep 
Score: -29446420.000000 Penalty: 4089.177490
	Iteration 9F: 3 clusters Score -2.944642e+07 nChanged 19521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194629 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -29460502.000000 Penalty: 4089.177490
	Iteration 10F: 3 clusters Score -2.94605e+07 nChanged 19861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205460 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -29476846.000000 Penalty: 4089.177490
	Iteration 11F: 3 clusters Score -2.947685e+07 nChanged 16835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213205 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -29489106.000000 Penalty: 4089.177490
	Iteration 12F: 3 clusters Score -2.948911e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218130 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -29495334.000000 Penalty: 4089.177490
	Iteration 13Q: 3 clusters Score -2.949533e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222018 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -29498236.000000 Penalty: 4089.177490
	Iteration 14Q: 3 clusters Score -2.949824e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225562 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -29500052.000000 Penalty: 4089.177490
	Iteration 15Q: 3 clusters Score -2.950005e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228943 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -29501638.000000 Penalty: 4089.177490
	Iteration 16Q: 3 clusters Score -2.950164e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232109 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -29503552.000000 Penalty: 4089.177490
	Iteration 17Q: 3 clusters Score -2.950355e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235191 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -29505132.000000 Penalty: 4089.177490
	Iteration 18Q: 3 clusters Score -2.950513e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238090 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -29506578.000000 Penalty: 4089.177490
	Iteration 19Q: 3 clusters Score -2.950658e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240793 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -29508378.000000 Penalty: 4089.177490
	Iteration 20F: 3 clusters Score -2.950838e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243279 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -29509940.000000 Penalty: 4089.177490
	Iteration 21Q: 3 clusters Score -2.950994e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245644 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -29511652.000000 Penalty: 4089.177490
	Iteration 22Q: 3 clusters Score -2.951165e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247795 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -29513102.000000 Penalty: 4089.177490
	Iteration 23Q: 3 clusters Score -2.95131e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249638 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -29514354.000000 Penalty: 4089.177490
	Iteration 24Q: 3 clusters Score -2.951435e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251241 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -29515170.000000 Penalty: 4089.177490
	Iteration 25Q: 3 clusters Score -2.951517e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252657 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -29515806.000000 Penalty: 4089.177490
	Iteration 26Q: 3 clusters Score -2.951581e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253947 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -29516402.000000 Penalty: 4089.177490
	Iteration 27Q: 3 clusters Score -2.95164e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255053 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -29516816.000000 Penalty: 4089.177490
	Iteration 28Q: 3 clusters Score -2.951682e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256065 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -29517110.000000 Penalty: 4089.177490
	Iteration 29Q: 3 clusters Score -2.951711e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257010 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -29517428.000000 Penalty: 4089.177490
	Iteration 30Q: 3 clusters Score -2.951743e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257874 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -29517692.000000 Penalty: 4089.177490
	Iteration 31Q: 3 clusters Score -2.951769e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258711 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -29518026.000000 Penalty: 4089.177490
	Iteration 32Q: 3 clusters Score -2.951803e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259524 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -29518264.000000 Penalty: 4089.177490
	Iteration 33Q: 3 clusters Score -2.951826e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260334 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -29518502.000000 Penalty: 4089.177490
	Iteration 34Q: 3 clusters Score -2.95185e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261073 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -29518610.000000 Penalty: 4089.177490
	Iteration 35Q: 3 clusters Score -2.951861e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261771 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -29518876.000000 Penalty: 4089.177490
	Iteration 36Q: 3 clusters Score -2.951888e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262431 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -29519020.000000 Penalty: 4089.177490
	Iteration 37Q: 3 clusters Score -2.951902e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263058 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -29519112.000000 Penalty: 4089.177490
	Iteration 38Q: 3 clusters Score -2.951911e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263673 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -29519176.000000 Penalty: 4089.177490
	Iteration 39Q: 3 clusters Score -2.951918e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264253 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -29519342.000000 Penalty: 4089.177490
	Iteration 40F: 3 clusters Score -2.951934e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264787 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -29519560.000000 Penalty: 4089.177490
	Iteration 41Q: 3 clusters Score -2.951956e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265291 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -29519684.000000 Penalty: 4089.177490
	Iteration 42Q: 3 clusters Score -2.951968e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265816 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -29519788.000000 Penalty: 4089.177490
	Iteration 43Q: 3 clusters Score -2.951979e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266340 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -29519844.000000 Penalty: 4089.177490
	Iteration 44Q: 3 clusters Score -2.951984e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266855 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -29519884.000000 Penalty: 4089.177490
	Iteration 45Q: 3 clusters Score -2.951988e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267324 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -29520036.000000 Penalty: 4089.177490
	Iteration 46Q: 3 clusters Score -2.952004e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267794 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -29520108.000000 Penalty: 4089.177490
	Iteration 47Q: 3 clusters Score -2.952011e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268236 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -29520164.000000 Penalty: 4089.177490
	Iteration 48Q: 3 clusters Score -2.952016e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268646 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -29520288.000000 Penalty: 4089.177490
	Iteration 49Q: 3 clusters Score -2.952029e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268984 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -29520344.000000 Penalty: 4089.177490
	Iteration 50Q: 3 clusters Score -2.952034e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269302 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -29520320.000000 Penalty: 4089.177490
	Iteration 51Q: 3 clusters Score -2.952032e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269604 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -29520362.000000 Penalty: 4089.177490
	Iteration 52Q: 3 clusters Score -2.952036e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269904 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -29520358.000000 Penalty: 4089.177490
	Iteration 53Q: 3 clusters Score -2.952036e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270174 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -29520390.000000 Penalty: 4089.177490
	Iteration 54Q: 3 clusters Score -2.952039e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270446 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -29520470.000000 Penalty: 4089.177490
	Iteration 55Q: 3 clusters Score -2.952047e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270713 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -29520518.000000 Penalty: 4089.177490
	Iteration 56Q: 3 clusters Score -2.952052e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270966 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -29520534.000000 Penalty: 4089.177490
	Iteration 57Q: 3 clusters Score -2.952053e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271176 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -29520606.000000 Penalty: 4089.177490
	Iteration 58Q: 3 clusters Score -2.952061e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271373 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -29520678.000000 Penalty: 4089.177490
	Iteration 59Q: 3 clusters Score -2.952068e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271533 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -29520694.000000 Penalty: 4089.177490
	Iteration 60F: 3 clusters Score -2.952069e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271694 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -29520730.000000 Penalty: 4089.177490
	Iteration 61Q: 3 clusters Score -2.952073e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271838 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -29520728.000000 Penalty: 4089.177490
	Iteration 62Q: 3 clusters Score -2.952073e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271981 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -29520812.000000 Penalty: 4089.177490
	Iteration 63Q: 3 clusters Score -2.952081e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272116 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -29520900.000000 Penalty: 4089.177490
	Iteration 64Q: 3 clusters Score -2.95209e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272252 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -29520932.000000 Penalty: 4089.177490
	Iteration 65Q: 3 clusters Score -2.952093e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272377 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -29520924.000000 Penalty: 4089.177490
	Iteration 66Q: 3 clusters Score -2.952092e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272484 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -29520912.000000 Penalty: 4089.177490
	Iteration 67Q: 3 clusters Score -2.952091e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272571 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -29520938.000000 Penalty: 4089.177490
	Iteration 68Q: 3 clusters Score -2.952094e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272664 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -29520880.000000 Penalty: 4089.177490
	Iteration 69Q: 3 clusters Score -2.952088e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272757 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -29520860.000000 Penalty: 4089.177490
	Iteration 70Q: 3 clusters Score -2.952086e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272846 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -29520842.000000 Penalty: 4089.177490
	Iteration 71Q: 3 clusters Score -2.952084e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272932 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -29520928.000000 Penalty: 4089.177490
	Iteration 72Q: 3 clusters Score -2.952093e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273014 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -29520928.000000 Penalty: 4089.177490
	Iteration 73Q: 3 clusters Score -2.952093e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273101 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -29520946.000000 Penalty: 4089.177490
	Iteration 74Q: 3 clusters Score -2.952095e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273171 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -29521002.000000 Penalty: 4089.177490
	Iteration 75Q: 3 clusters Score -2.9521e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273237 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -29520972.000000 Penalty: 4089.177490
	Iteration 76Q: 3 clusters Score -2.952097e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273306 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -29520970.000000 Penalty: 4089.177490
	Iteration 77Q: 3 clusters Score -2.952097e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273374 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -29520968.000000 Penalty: 4089.177490
	Iteration 78Q: 3 clusters Score -2.952097e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273435 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -29520986.000000 Penalty: 4089.177490
	Iteration 79Q: 3 clusters Score -2.952099e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273490 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -29521046.000000 Penalty: 4089.177490
	Iteration 80F: 3 clusters Score -2.952105e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273536 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -29521052.000000 Penalty: 4089.177490
	Iteration 81Q: 3 clusters Score -2.952105e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273598 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -29521078.000000 Penalty: 4089.177490
	Iteration 82Q: 3 clusters Score -2.952108e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273675 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -29521068.000000 Penalty: 4089.177490
	Iteration 83Q: 3 clusters Score -2.952107e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273736 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -29521074.000000 Penalty: 4089.177490
	Iteration 84Q: 3 clusters Score -2.952107e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273808 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -29521124.000000 Penalty: 4089.177490
	Iteration 85Q: 3 clusters Score -2.952112e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273872 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -29521078.000000 Penalty: 4089.177490
	Iteration 86Q: 3 clusters Score -2.952108e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273928 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -29521066.000000 Penalty: 4089.177490
	Iteration 87Q: 3 clusters Score -2.952107e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273978 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -29521042.000000 Penalty: 4089.177490
	Iteration 88Q: 3 clusters Score -2.952104e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274027 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -29521080.000000 Penalty: 4089.177490
	Iteration 89Q: 3 clusters Score -2.952108e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274068 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -29521074.000000 Penalty: 4089.177490
	Iteration 90Q: 3 clusters Score -2.952107e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274110 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -29521092.000000 Penalty: 4089.177490
	Iteration 91Q: 3 clusters Score -2.952109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274159 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -29521088.000000 Penalty: 4089.177490
	Iteration 92Q: 3 clusters Score -2.952109e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274204 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -29521110.000000 Penalty: 4089.177490
	Iteration 93Q: 3 clusters Score -2.952111e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274247 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -29521094.000000 Penalty: 4089.177490
	Iteration 94Q: 3 clusters Score -2.952109e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274286 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -29521130.000000 Penalty: 4089.177490
	Iteration 95Q: 3 clusters Score -2.952113e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274322 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -29521148.000000 Penalty: 4089.177490
	Iteration 96Q: 3 clusters Score -2.952115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274362 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -29521154.000000 Penalty: 4089.177490
	Iteration 97Q: 3 clusters Score -2.952115e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274406 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -29521148.000000 Penalty: 4089.177490
	Iteration 98Q: 3 clusters Score -2.952115e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274445 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -29521154.000000 Penalty: 4089.177490
	Iteration 99Q: 3 clusters Score -2.952115e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274475 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -29521148.000000 Penalty: 4089.177490
	Iteration 100F: 3 clusters Score -2.952115e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274510 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -29521134.000000 Penalty: 4089.177490
	Iteration 101Q: 3 clusters Score -2.952113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274534 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -29521128.000000 Penalty: 4089.177490
	Iteration 102Q: 3 clusters Score -2.952113e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274561 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -29521142.000000 Penalty: 4089.177490
	Iteration 103Q: 3 clusters Score -2.952114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274597 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -29521164.000000 Penalty: 4089.177490
	Iteration 104Q: 3 clusters Score -2.952116e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274634 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -29521178.000000 Penalty: 4089.177490
	Iteration 105Q: 3 clusters Score -2.952118e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274673 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -29521176.000000 Penalty: 4089.177490
	Iteration 106Q: 3 clusters Score -2.952118e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274709 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -29521166.000000 Penalty: 4089.177490
	Iteration 107Q: 3 clusters Score -2.952117e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274759 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -29521180.000000 Penalty: 4089.177490
	Iteration 108Q: 3 clusters Score -2.952118e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274799 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -29521194.000000 Penalty: 4089.177490
	Iteration 109Q: 3 clusters Score -2.952119e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274839 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -29521158.000000 Penalty: 4089.177490
	Iteration 110Q: 3 clusters Score -2.952116e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274872 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -29521178.000000 Penalty: 4089.177490
	Iteration 111Q: 3 clusters Score -2.952118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274905 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -29521178.000000 Penalty: 4089.177490
	Iteration 112Q: 3 clusters Score -2.952118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274932 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -29521172.000000 Penalty: 4089.177490
	Iteration 113Q: 3 clusters Score -2.952117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274963 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -29521200.000000 Penalty: 4089.177490
	Iteration 114Q: 3 clusters Score -2.95212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274994 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -29521208.000000 Penalty: 4089.177490
	Iteration 115Q: 3 clusters Score -2.952121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275025 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -29521202.000000 Penalty: 4089.177490
	Iteration 116Q: 3 clusters Score -2.95212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275055 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -29521192.000000 Penalty: 4089.177490
	Iteration 117Q: 3 clusters Score -2.952119e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275079 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -29521206.000000 Penalty: 4089.177490
	Iteration 118Q: 3 clusters Score -2.952121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275100 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -29521198.000000 Penalty: 4089.177490
	Iteration 119Q: 3 clusters Score -2.95212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275121 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -29521220.000000 Penalty: 4089.177490
	Iteration 120F: 3 clusters Score -2.952122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275141 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -29521214.000000 Penalty: 4089.177490
	Iteration 121Q: 3 clusters Score -2.952121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275156 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -29521210.000000 Penalty: 4089.177490
	Iteration 122Q: 3 clusters Score -2.952121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275166 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -29521218.000000 Penalty: 4089.177490
	Iteration 123Q: 3 clusters Score -2.952122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275181 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -29521208.000000 Penalty: 4089.177490
	Iteration 124Q: 3 clusters Score -2.952121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275200 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -29521222.000000 Penalty: 4089.177490
	Iteration 125Q: 3 clusters Score -2.952122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275218 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -29521228.000000 Penalty: 4089.177490
	Iteration 126Q: 3 clusters Score -2.952123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275231 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -29521218.000000 Penalty: 4089.177490
	Iteration 127Q: 3 clusters Score -2.952122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275238 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -29521222.000000 Penalty: 4089.177490
	Iteration 128Q: 3 clusters Score -2.952122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275249 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -29521226.000000 Penalty: 4089.177490
	Iteration 129Q: 3 clusters Score -2.952123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275256 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -29521224.000000 Penalty: 4089.177490
	Iteration 130Q: 3 clusters Score -2.952122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275260 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -29521246.000000 Penalty: 4089.177490
	Iteration 131Q: 3 clusters Score -2.952125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275262 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -29521242.000000 Penalty: 4089.177490
	Iteration 132Q: 3 clusters Score -2.952124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275264 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -29521240.000000 Penalty: 4089.177490
	Iteration 133Q: 3 clusters Score -2.952124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275267 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -29521234.000000 Penalty: 4089.177490
	Iteration 134Q: 3 clusters Score -2.952123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275268 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -29521228.000000 Penalty: 4089.177490
	Iteration 135Q: 3 clusters Score -2.952123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275270 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -29521220.000000 Penalty: 4089.177490
	Iteration 136Q: 3 clusters Score -2.952122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275270 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -29521220.000000 Penalty: 4089.177490
	Iteration 137F: 3 clusters Score -2.952122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Entering Unmasked Estep 
Score: -4641060.500000 Penalty: 1740.687866
	Iteration 0F: 2 clusters Score -4641060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -4611117.000000 Penalty: 3481.375732
	Iteration 0F: 3 clusters Score -4611117 nChanged 20874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4622614.000000 Penalty: 3481.375732
	Iteration 1F: 3 clusters Score -4622614 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -4623103.500000 Penalty: 3481.375732
	Iteration 2Q: 3 clusters Score -4623104 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4623692.500000 Penalty: 3481.375732
	Iteration 3Q: 3 clusters Score -4623692 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -4624659.500000 Penalty: 3481.375732
	Iteration 4Q: 3 clusters Score -4624660 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -4626285.500000 Penalty: 3481.375732
	Iteration 5F: 3 clusters Score -4626286 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -4628919.500000 Penalty: 3481.375732
	Iteration 6F: 3 clusters Score -4628920 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -4632341.500000 Penalty: 3481.375732
	Iteration 7F: 3 clusters Score -4632342 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -4635504.500000 Penalty: 3481.375732
	Iteration 8F: 3 clusters Score -4635504 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -4637622.500000 Penalty: 3481.375732
	Iteration 9Q: 3 clusters Score -4637622 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -4638578.000000 Penalty: 3481.375732
	Iteration 10Q: 3 clusters Score -4638578 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -4639068.000000 Penalty: 3481.375732
	Iteration 11Q: 3 clusters Score -4639068 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -4639281.500000 Penalty: 3481.375732
	Iteration 12Q: 3 clusters Score -4639282 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -4639384.000000 Penalty: 3481.375732
	Iteration 13Q: 3 clusters Score -4639384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -4639443.500000 Penalty: 3481.375732
	Iteration 14Q: 3 clusters Score -4639444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -4639504.000000 Penalty: 3481.375732
	Iteration 15Q: 3 clusters Score -4639504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -4639530.500000 Penalty: 3481.375732
	Iteration 16Q: 3 clusters Score -4639530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -4639558.000000 Penalty: 3481.375732
	Iteration 17Q: 3 clusters Score -4639558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -4639559.500000 Penalty: 3481.375732
	Iteration 18Q: 3 clusters Score -4639560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -4639564.500000 Penalty: 3481.375732
	Iteration 19Q: 3 clusters Score -4639564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -4639568.500000 Penalty: 3481.375732
	Iteration 20F: 3 clusters Score -4639568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -4639570.500000 Penalty: 3481.375732
	Iteration 21Q: 3 clusters Score -4639570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -4639571.500000 Penalty: 3481.375732
	Iteration 22Q: 3 clusters Score -4639572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -4639571.500000 Penalty: 3481.375732
	Iteration 23F: 3 clusters Score -4639572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -277611.375000 Penalty: 1276.588989
	Iteration 0F: 2 clusters Score -277611.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -275094.218750 Penalty: 2553.177979
	Iteration 0F: 3 clusters Score -275094.2 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -275688.750000 Penalty: 2553.177979
	Iteration 1F: 3 clusters Score -275688.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -275805.281250 Penalty: 2553.177979
	Iteration 2F: 3 clusters Score -275805.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -275868.937500 Penalty: 2553.177979
	Iteration 3Q: 3 clusters Score -275868.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -275920.281250 Penalty: 2553.177979
	Iteration 4Q: 3 clusters Score -275920.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -275944.875000 Penalty: 2553.177979
	Iteration 5Q: 3 clusters Score -275944.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -275964.500000 Penalty: 2553.177979
	Iteration 6Q: 3 clusters Score -275964.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -275980.937500 Penalty: 2553.177979
	Iteration 7Q: 3 clusters Score -275980.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -275995.625000 Penalty: 2553.177979
	Iteration 8Q: 3 clusters Score -275995.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -276004.531250 Penalty: 2553.177979
	Iteration 9Q: 3 clusters Score -276004.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -276010.031250 Penalty: 2553.177979
	Iteration 10Q: 3 clusters Score -276010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -276016.187500 Penalty: 2553.177979
	Iteration 11Q: 3 clusters Score -276016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -276021.093750 Penalty: 2553.177979
	Iteration 12Q: 3 clusters Score -276021.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -276024.656250 Penalty: 2553.177979
	Iteration 13Q: 3 clusters Score -276024.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -276027.468750 Penalty: 2553.177979
	Iteration 14Q: 3 clusters Score -276027.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -276030.187500 Penalty: 2553.177979
	Iteration 15Q: 3 clusters Score -276030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -276031.562500 Penalty: 2553.177979
	Iteration 16Q: 3 clusters Score -276031.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -276033.281250 Penalty: 2553.177979
	Iteration 17Q: 3 clusters Score -276033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -276034.812500 Penalty: 2553.177979
	Iteration 18Q: 3 clusters Score -276034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -276035.500000 Penalty: 2553.177979
	Iteration 19Q: 3 clusters Score -276035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -276036.625000 Penalty: 2553.177979
	Iteration 20F: 3 clusters Score -276036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -276037.750000 Penalty: 2553.177979
	Iteration 21Q: 3 clusters Score -276037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -276037.625000 Penalty: 2553.177979
	Iteration 22Q: 3 clusters Score -276037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -276037.625000 Penalty: 2553.177979
	Iteration 23F: 3 clusters Score -276037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 25240 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57968 members 
Mstep: Class 6 contains 287741 members 
Mstep: Class 7 contains 48287 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56267 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291293 members 
Mstep: Class 18 contains 44888 members 
Mstep: Class 20 contains 2581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140336.000000 Penalty: 33526.671875
Iteration 199Q: 16 clusters Score -9.414034e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 25244 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57971 members 
Mstep: Class 6 contains 287748 members 
Mstep: Class 7 contains 48271 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56270 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291290 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140280.000000 Penalty: 33526.671875
Iteration 200F: 16 clusters Score -9.414028e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 25247 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57972 members 
Mstep: Class 6 contains 287750 members 
Mstep: Class 7 contains 48258 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 56272 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291298 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140360.000000 Penalty: 33526.671875
Iteration 201Q: 16 clusters Score -9.414036e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 25250 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57975 members 
Mstep: Class 6 contains 287754 members 
Mstep: Class 7 contains 48238 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 56271 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291314 members 
Mstep: Class 18 contains 44891 members 
Mstep: Class 20 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140336.000000 Penalty: 33526.671875
Iteration 202Q: 16 clusters Score -9.414034e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 25255 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57980 members 
Mstep: Class 6 contains 287758 members 
Mstep: Class 7 contains 48218 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21372 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 56274 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291325 members 
Mstep: Class 18 contains 44887 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140288.000000 Penalty: 33526.671875
Iteration 203Q: 16 clusters Score -9.414029e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 25262 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57982 members 
Mstep: Class 6 contains 287763 members 
Mstep: Class 7 contains 48195 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21375 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 56276 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291326 members 
Mstep: Class 18 contains 44888 members 
Mstep: Class 20 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140288.000000 Penalty: 33526.671875
Iteration 204Q: 16 clusters Score -9.414029e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 25267 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57989 members 
Mstep: Class 6 contains 287761 members 
Mstep: Class 7 contains 48179 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21376 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 56277 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291325 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140360.000000 Penalty: 33526.671875
Iteration 205Q: 16 clusters Score -9.414036e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 25275 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 57999 members 
Mstep: Class 6 contains 287756 members 
Mstep: Class 7 contains 48162 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21375 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 56278 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291333 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140360.000000 Penalty: 33526.671875
Iteration 206Q: 16 clusters Score -9.414036e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 25281 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58003 members 
Mstep: Class 6 contains 287752 members 
Mstep: Class 7 contains 48150 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21374 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 56279 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291342 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140304.000000 Penalty: 33526.671875
Iteration 207Q: 16 clusters Score -9.41403e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 25287 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58007 members 
Mstep: Class 6 contains 287746 members 
Mstep: Class 7 contains 48141 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21374 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 56281 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291345 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140288.000000 Penalty: 33526.671875
Iteration 208Q: 16 clusters Score -9.414029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 25289 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58010 members 
Mstep: Class 6 contains 287750 members 
Mstep: Class 7 contains 48132 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 56283 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291346 members 
Mstep: Class 18 contains 44888 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140352.000000 Penalty: 33526.671875
Iteration 209Q: 16 clusters Score -9.414035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 25298 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58014 members 
Mstep: Class 6 contains 287749 members 
Mstep: Class 7 contains 48128 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21374 members 
Mstep: Class 10 contains 5498 members 
Mstep: Class 11 contains 56282 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291335 members 
Mstep: Class 18 contains 44888 members 
Mstep: Class 20 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140320.000000 Penalty: 33526.671875
Iteration 210Q: 16 clusters Score -9.414032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 25304 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58016 members 
Mstep: Class 6 contains 287752 members 
Mstep: Class 7 contains 48122 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21375 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 11 contains 56280 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291326 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140288.000000 Penalty: 33526.671875
Iteration 211Q: 16 clusters Score -9.414029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 25309 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58020 members 
Mstep: Class 6 contains 287747 members 
Mstep: Class 7 contains 48113 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56280 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291327 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140272.000000 Penalty: 33526.671875
Iteration 212Q: 16 clusters Score -9.414027e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 25317 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58021 members 
Mstep: Class 6 contains 287751 members 
Mstep: Class 7 contains 48104 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56281 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291325 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140304.000000 Penalty: 33526.671875
Iteration 213Q: 16 clusters Score -9.41403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 25324 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58019 members 
Mstep: Class 6 contains 287755 members 
Mstep: Class 7 contains 48100 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56281 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291319 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 2581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140296.000000 Penalty: 33526.671875
Iteration 214Q: 16 clusters Score -9.41403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 25327 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58019 members 
Mstep: Class 6 contains 287760 members 
Mstep: Class 7 contains 48098 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56282 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291313 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140272.000000 Penalty: 33526.671875
Iteration 215Q: 16 clusters Score -9.414027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 25329 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58019 members 
Mstep: Class 6 contains 287763 members 
Mstep: Class 7 contains 48097 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56282 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291308 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140280.000000 Penalty: 33526.671875
Iteration 216Q: 16 clusters Score -9.414028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 25335 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58021 members 
Mstep: Class 6 contains 287759 members 
Mstep: Class 7 contains 48097 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56282 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291304 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140192.000000 Penalty: 33526.671875
Iteration 217Q: 16 clusters Score -9.414019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 25339 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58023 members 
Mstep: Class 6 contains 287762 members 
Mstep: Class 7 contains 48097 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21382 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56283 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291295 members 
Mstep: Class 18 contains 44888 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140296.000000 Penalty: 33526.671875
Iteration 218Q: 16 clusters Score -9.41403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 25342 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58023 members 
Mstep: Class 6 contains 287763 members 
Mstep: Class 7 contains 48096 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56282 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291291 members 
Mstep: Class 18 contains 44888 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140328.000000 Penalty: 33526.671875
Iteration 219Q: 16 clusters Score -9.414033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 25344 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58022 members 
Mstep: Class 6 contains 287772 members 
Mstep: Class 7 contains 48096 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56281 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291285 members 
Mstep: Class 18 contains 44886 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140328.000000 Penalty: 33526.671875
Iteration 220F: 16 clusters Score -9.414033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 25347 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58022 members 
Mstep: Class 6 contains 287782 members 
Mstep: Class 7 contains 48095 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21382 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56281 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291276 members 
Mstep: Class 18 contains 44887 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140328.000000 Penalty: 33526.671875
Iteration 221Q: 16 clusters Score -9.414033e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 25350 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58023 members 
Mstep: Class 6 contains 287791 members 
Mstep: Class 7 contains 48091 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21382 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56283 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291267 members 
Mstep: Class 18 contains 44888 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140368.000000 Penalty: 33526.671875
Iteration 222Q: 16 clusters Score -9.414037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 25356 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58023 members 
Mstep: Class 6 contains 287801 members 
Mstep: Class 7 contains 48085 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56286 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291253 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140312.000000 Penalty: 33526.671875
Iteration 223Q: 16 clusters Score -9.414031e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 25368 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58024 members 
Mstep: Class 6 contains 287814 members 
Mstep: Class 7 contains 48080 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56286 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291231 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140400.000000 Penalty: 33526.671875
Iteration 224Q: 16 clusters Score -9.41404e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 25380 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58023 members 
Mstep: Class 6 contains 287824 members 
Mstep: Class 7 contains 48073 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21384 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56286 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291216 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140440.000000 Penalty: 33526.671875
Iteration 225Q: 16 clusters Score -9.414044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 25390 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58023 members 
Mstep: Class 6 contains 287829 members 
Mstep: Class 7 contains 48068 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21385 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56286 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291206 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 226Q: 16 clusters Score -9.414041e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58023 members 
Mstep: Class 6 contains 287838 members 
Mstep: Class 7 contains 48065 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21385 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56287 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291194 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 227Q: 16 clusters Score -9.414041e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 25406 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58023 members 
Mstep: Class 6 contains 287845 members 
Mstep: Class 7 contains 48059 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56287 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291188 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140376.000000 Penalty: 33526.671875
Iteration 228Q: 16 clusters Score -9.414038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25414 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58022 members 
Mstep: Class 6 contains 287849 members 
Mstep: Class 7 contains 48055 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21382 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56287 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291183 members 
Mstep: Class 18 contains 44892 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140392.000000 Penalty: 33526.671875
Iteration 229Q: 16 clusters Score -9.414039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25420 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58021 members 
Mstep: Class 6 contains 287853 members 
Mstep: Class 7 contains 48051 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56287 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291180 members 
Mstep: Class 18 contains 44891 members 
Mstep: Class 20 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140384.000000 Penalty: 33526.671875
Iteration 230Q: 16 clusters Score -9.414038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 25428 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58023 members 
Mstep: Class 6 contains 287854 members 
Mstep: Class 7 contains 48044 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21382 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56287 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291180 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140352.000000 Penalty: 33526.671875
Iteration 231Q: 16 clusters Score -9.414035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 25434 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58024 members 
Mstep: Class 6 contains 287860 members 
Mstep: Class 7 contains 48037 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56287 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291177 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140400.000000 Penalty: 33526.671875
Iteration 232Q: 16 clusters Score -9.41404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 25436 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58025 members 
Mstep: Class 6 contains 287865 members 
Mstep: Class 7 contains 48030 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56289 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291175 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140368.000000 Penalty: 33526.671875
Iteration 233Q: 16 clusters Score -9.414037e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 25436 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58026 members 
Mstep: Class 6 contains 287868 members 
Mstep: Class 7 contains 48024 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56291 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291172 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 20 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140344.000000 Penalty: 33526.671875
Iteration 234Q: 16 clusters Score -9.414034e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25438 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58028 members 
Mstep: Class 6 contains 287869 members 
Mstep: Class 7 contains 48018 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56293 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291173 members 
Mstep: Class 18 contains 44888 members 
Mstep: Class 20 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140320.000000 Penalty: 33526.671875
Iteration 235Q: 16 clusters Score -9.414032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25439 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58030 members 
Mstep: Class 6 contains 287871 members 
Mstep: Class 7 contains 48014 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56293 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291173 members 
Mstep: Class 18 contains 44887 members 
Mstep: Class 20 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140336.000000 Penalty: 33526.671875
Iteration 236Q: 16 clusters Score -9.414034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25441 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58034 members 
Mstep: Class 6 contains 287868 members 
Mstep: Class 7 contains 48011 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56293 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291169 members 
Mstep: Class 18 contains 44887 members 
Mstep: Class 20 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140392.000000 Penalty: 33526.671875
Iteration 237Q: 16 clusters Score -9.414039e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 25442 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58036 members 
Mstep: Class 6 contains 287867 members 
Mstep: Class 7 contains 48008 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56294 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291166 members 
Mstep: Class 18 contains 44884 members 
Mstep: Class 20 contains 2584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140472.000000 Penalty: 33526.671875
Iteration 238Q: 16 clusters Score -9.414047e+07 nChanged 33
Entering ConstructFrom: 
Score: -94140472.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (91715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91715 members 
Entering Unmasked Estep 
Score: -9500653.000000 Penalty: 1856.796753
	Iteration 0F: 2 clusters Score -9500653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -9439345.000000 Penalty: 3713.593506
	Iteration 0F: 3 clusters Score -9439345 nChanged 43832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -9465264.000000 Penalty: 3713.593506
	Iteration 1F: 3 clusters Score -9465264 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -9466674.000000 Penalty: 3713.593506
	Iteration 2Q: 3 clusters Score -9466674 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -9469182.000000 Penalty: 3713.593506
	Iteration 3F: 3 clusters Score -9469182 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -9473005.000000 Penalty: 3713.593506
	Iteration 4F: 3 clusters Score -9473005 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -9478380.000000 Penalty: 3713.593506
	Iteration 5F: 3 clusters Score -9478380 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -9484420.000000 Penalty: 3713.593506
	Iteration 6F: 3 clusters Score -9484420 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -9489495.000000 Penalty: 3713.593506
	Iteration 7F: 3 clusters Score -9489495 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -9492802.000000 Penalty: 3713.593506
	Iteration 8Q: 3 clusters Score -9492802 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -9494907.000000 Penalty: 3713.593506
	Iteration 9Q: 3 clusters Score -9494907 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -9496142.000000 Penalty: 3713.593506
	Iteration 10Q: 3 clusters Score -9496142 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -9496876.000000 Penalty: 3713.593506
	Iteration 11Q: 3 clusters Score -9496876 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -9497340.000000 Penalty: 3713.593506
	Iteration 12Q: 3 clusters Score -9497340 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -9497641.000000 Penalty: 3713.593506
	Iteration 13Q: 3 clusters Score -9497641 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 86893 members 
Entering Unmasked Estep 
Score: -9497896.000000 Penalty: 3713.593506
	Iteration 14Q: 3 clusters Score -9497896 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -9498103.000000 Penalty: 3713.593506
	Iteration 15Q: 3 clusters Score -9498103 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -9498268.000000 Penalty: 3713.593506
	Iteration 16Q: 3 clusters Score -9498268 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -9498415.000000 Penalty: 3713.593506
	Iteration 17Q: 3 clusters Score -9498415 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -9498512.000000 Penalty: 3713.593506
	Iteration 18Q: 3 clusters Score -9498512 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -9498573.000000 Penalty: 3713.593506
	Iteration 19Q: 3 clusters Score -9498573 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -9498644.000000 Penalty: 3713.593506
	Iteration 20F: 3 clusters Score -9498644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -9498690.000000 Penalty: 3713.593506
	Iteration 21Q: 3 clusters Score -9498690 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -9498737.000000 Penalty: 3713.593506
	Iteration 22Q: 3 clusters Score -9498737 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -9498813.000000 Penalty: 3713.593506
	Iteration 23Q: 3 clusters Score -9498813 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -9498872.000000 Penalty: 3713.593506
	Iteration 24Q: 3 clusters Score -9498872 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -9498895.000000 Penalty: 3713.593506
	Iteration 25Q: 3 clusters Score -9498895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -9498933.000000 Penalty: 3713.593506
	Iteration 26Q: 3 clusters Score -9498933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -9498955.000000 Penalty: 3713.593506
	Iteration 27Q: 3 clusters Score -9498955 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -9498961.000000 Penalty: 3713.593506
	Iteration 28Q: 3 clusters Score -9498961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -9498978.000000 Penalty: 3713.593506
	Iteration 29Q: 3 clusters Score -9498978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -9498979.000000 Penalty: 3713.593506
	Iteration 30Q: 3 clusters Score -9498979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -9498991.000000 Penalty: 3713.593506
	Iteration 31Q: 3 clusters Score -9498991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -9499005.000000 Penalty: 3713.593506
	Iteration 32Q: 3 clusters Score -9499005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -9499022.000000 Penalty: 3713.593506
	Iteration 33Q: 3 clusters Score -9499022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -9499050.000000 Penalty: 3713.593506
	Iteration 34Q: 3 clusters Score -9499050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -9499044.000000 Penalty: 3713.593506
	Iteration 35Q: 3 clusters Score -9499044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -9499064.000000 Penalty: 3713.593506
	Iteration 36Q: 3 clusters Score -9499064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -9499061.000000 Penalty: 3713.593506
	Iteration 37Q: 3 clusters Score -9499061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -9499056.000000 Penalty: 3713.593506
	Iteration 38Q: 3 clusters Score -9499056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -9499060.000000 Penalty: 3713.593506
	Iteration 39Q: 3 clusters Score -9499060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -9499069.000000 Penalty: 3713.593506
	Iteration 40F: 3 clusters Score -9499069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -9499087.000000 Penalty: 3713.593506
	Iteration 41Q: 3 clusters Score -9499087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 89741 members 
Entering Unmasked Estep 
Score: -9499077.000000 Penalty: 3713.593506
	Iteration 42Q: 3 clusters Score -9499077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -9499077.000000 Penalty: 3713.593506
	Iteration 43Q: 3 clusters Score -9499077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -9499079.000000 Penalty: 3713.593506
	Iteration 44Q: 3 clusters Score -9499079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -9499078.000000 Penalty: 3713.593506
	Iteration 45Q: 3 clusters Score -9499078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -9499081.000000 Penalty: 3713.593506
	Iteration 46Q: 3 clusters Score -9499081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 89839 members 
Entering Unmasked Estep 
Score: -9499074.000000 Penalty: 3713.593506
	Iteration 47Q: 3 clusters Score -9499074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -9499072.000000 Penalty: 3713.593506
	Iteration 48Q: 3 clusters Score -9499072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -9499065.000000 Penalty: 3713.593506
	Iteration 49Q: 3 clusters Score -9499065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -9499055.000000 Penalty: 3713.593506
	Iteration 50Q: 3 clusters Score -9499055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -9499060.000000 Penalty: 3713.593506
	Iteration 51Q: 3 clusters Score -9499060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -9499053.000000 Penalty: 3713.593506
	Iteration 52Q: 3 clusters Score -9499053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -9499051.000000 Penalty: 3713.593506
	Iteration 53Q: 3 clusters Score -9499051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -9499049.000000 Penalty: 3713.593506
	Iteration 54Q: 3 clusters Score -9499049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -9499046.000000 Penalty: 3713.593506
	Iteration 55Q: 3 clusters Score -9499046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -9499048.000000 Penalty: 3713.593506
	Iteration 56Q: 3 clusters Score -9499048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -9499048.000000 Penalty: 3713.593506
	Iteration 57Q: 3 clusters Score -9499048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -9499042.000000 Penalty: 3713.593506
	Iteration 58Q: 3 clusters Score -9499042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -9499055.000000 Penalty: 3713.593506
	Iteration 59Q: 3 clusters Score -9499055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -9499047.000000 Penalty: 3713.593506
	Iteration 60F: 3 clusters Score -9499047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -9499056.000000 Penalty: 3713.593506
	Iteration 61Q: 3 clusters Score -9499056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -9499056.000000 Penalty: 3713.593506
	Iteration 62Q: 3 clusters Score -9499056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -9499059.000000 Penalty: 3713.593506
	Iteration 63Q: 3 clusters Score -9499059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -9499058.000000 Penalty: 3713.593506
	Iteration 64Q: 3 clusters Score -9499058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -9499062.000000 Penalty: 3713.593506
	Iteration 65Q: 3 clusters Score -9499062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -9499053.000000 Penalty: 3713.593506
	Iteration 66Q: 3 clusters Score -9499053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -9499051.000000 Penalty: 3713.593506
	Iteration 67Q: 3 clusters Score -9499051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -9499051.000000 Penalty: 3713.593506
	Iteration 68F: 3 clusters Score -9499051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Entering Unmasked Estep 
Score: -2637562.250000 Penalty: 1648.425415
	Iteration 0F: 2 clusters Score -2637562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2620297.750000 Penalty: 3296.850830
	Iteration 0F: 3 clusters Score -2620298 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2626521.000000 Penalty: 3296.850830
	Iteration 1F: 3 clusters Score -2626521 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2626882.500000 Penalty: 3296.850830
	Iteration 2Q: 3 clusters Score -2626882 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2627280.500000 Penalty: 3296.850830
	Iteration 3Q: 3 clusters Score -2627280 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2627748.250000 Penalty: 3296.850830
	Iteration 4Q: 3 clusters Score -2627748 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2628409.250000 Penalty: 3296.850830
	Iteration 5F: 3 clusters Score -2628409 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2629290.750000 Penalty: 3296.850830
	Iteration 6F: 3 clusters Score -2629291 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2630389.000000 Penalty: 3296.850830
	Iteration 7F: 3 clusters Score -2630389 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2631664.750000 Penalty: 3296.850830
	Iteration 8F: 3 clusters Score -2631665 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2632923.000000 Penalty: 3296.850830
	Iteration 9F: 3 clusters Score -2632923 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2633888.500000 Penalty: 3296.850830
	Iteration 10Q: 3 clusters Score -2633888 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2634503.750000 Penalty: 3296.850830
	Iteration 11Q: 3 clusters Score -2634504 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2634800.000000 Penalty: 3296.850830
	Iteration 12Q: 3 clusters Score -2634800 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2634997.000000 Penalty: 3296.850830
	Iteration 13Q: 3 clusters Score -2634997 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2635135.500000 Penalty: 3296.850830
	Iteration 14Q: 3 clusters Score -2635136 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2635258.750000 Penalty: 3296.850830
	Iteration 15Q: 3 clusters Score -2635259 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2635399.250000 Penalty: 3296.850830
	Iteration 16Q: 3 clusters Score -2635399 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2635490.750000 Penalty: 3296.850830
	Iteration 17Q: 3 clusters Score -2635491 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2635553.250000 Penalty: 3296.850830
	Iteration 18Q: 3 clusters Score -2635553 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2635620.500000 Penalty: 3296.850830
	Iteration 19Q: 3 clusters Score -2635620 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2635684.500000 Penalty: 3296.850830
	Iteration 20F: 3 clusters Score -2635684 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2635745.750000 Penalty: 3296.850830
	Iteration 21Q: 3 clusters Score -2635746 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2635804.500000 Penalty: 3296.850830
	Iteration 22Q: 3 clusters Score -2635804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2635855.250000 Penalty: 3296.850830
	Iteration 23Q: 3 clusters Score -2635855 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2635888.250000 Penalty: 3296.850830
	Iteration 24Q: 3 clusters Score -2635888 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2635918.750000 Penalty: 3296.850830
	Iteration 25Q: 3 clusters Score -2635919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2635952.500000 Penalty: 3296.850830
	Iteration 26Q: 3 clusters Score -2635952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2635977.750000 Penalty: 3296.850830
	Iteration 27Q: 3 clusters Score -2635978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2635996.750000 Penalty: 3296.850830
	Iteration 28Q: 3 clusters Score -2635997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2636021.750000 Penalty: 3296.850830
	Iteration 29Q: 3 clusters Score -2636022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2636043.500000 Penalty: 3296.850830
	Iteration 30Q: 3 clusters Score -2636044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2636072.500000 Penalty: 3296.850830
	Iteration 31Q: 3 clusters Score -2636072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2636096.500000 Penalty: 3296.850830
	Iteration 32Q: 3 clusters Score -2636096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2636109.250000 Penalty: 3296.850830
	Iteration 33Q: 3 clusters Score -2636109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2636118.250000 Penalty: 3296.850830
	Iteration 34Q: 3 clusters Score -2636118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2636133.000000 Penalty: 3296.850830
	Iteration 35Q: 3 clusters Score -2636133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2636146.250000 Penalty: 3296.850830
	Iteration 36Q: 3 clusters Score -2636146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2636164.500000 Penalty: 3296.850830
	Iteration 37Q: 3 clusters Score -2636164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2636187.750000 Penalty: 3296.850830
	Iteration 38Q: 3 clusters Score -2636188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2636213.000000 Penalty: 3296.850830
	Iteration 39Q: 3 clusters Score -2636213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2636229.750000 Penalty: 3296.850830
	Iteration 40F: 3 clusters Score -2636230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2636250.750000 Penalty: 3296.850830
	Iteration 41Q: 3 clusters Score -2636251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2636266.000000 Penalty: 3296.850830
	Iteration 42Q: 3 clusters Score -2636266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2636274.250000 Penalty: 3296.850830
	Iteration 43Q: 3 clusters Score -2636274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2636280.000000 Penalty: 3296.850830
	Iteration 44Q: 3 clusters Score -2636280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2636282.250000 Penalty: 3296.850830
	Iteration 45Q: 3 clusters Score -2636282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2636292.750000 Penalty: 3296.850830
	Iteration 46Q: 3 clusters Score -2636293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2636296.000000 Penalty: 3296.850830
	Iteration 47Q: 3 clusters Score -2636296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2636290.750000 Penalty: 3296.850830
	Iteration 48Q: 3 clusters Score -2636291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2636294.500000 Penalty: 3296.850830
	Iteration 49Q: 3 clusters Score -2636294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2636292.250000 Penalty: 3296.850830
	Iteration 50Q: 3 clusters Score -2636292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2636298.250000 Penalty: 3296.850830
	Iteration 51Q: 3 clusters Score -2636298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2636301.000000 Penalty: 3296.850830
	Iteration 52Q: 3 clusters Score -2636301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2636306.250000 Penalty: 3296.850830
	Iteration 53Q: 3 clusters Score -2636306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2636302.000000 Penalty: 3296.850830
	Iteration 54Q: 3 clusters Score -2636302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2636303.500000 Penalty: 3296.850830
	Iteration 55Q: 3 clusters Score -2636304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2636308.750000 Penalty: 3296.850830
	Iteration 56Q: 3 clusters Score -2636309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2636306.750000 Penalty: 3296.850830
	Iteration 57Q: 3 clusters Score -2636307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2636309.250000 Penalty: 3296.850830
	Iteration 58Q: 3 clusters Score -2636309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2636309.250000 Penalty: 3296.850830
	Iteration 59F: 3 clusters Score -2636309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -181294.437500 Penalty: 1222.828857
	Iteration 0F: 2 clusters Score -181294.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -179289.812500 Penalty: 2445.657715
	Iteration 0F: 3 clusters Score -179289.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -179749.078125 Penalty: 2445.657715
	Iteration 1F: 3 clusters Score -179749.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -179883.437500 Penalty: 2445.657715
	Iteration 2F: 3 clusters Score -179883.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -180010.187500 Penalty: 2445.657715
	Iteration 3F: 3 clusters Score -180010.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180117.734375 Penalty: 2445.657715
	Iteration 4Q: 3 clusters Score -180117.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -180176.890625 Penalty: 2445.657715
	Iteration 5Q: 3 clusters Score -180176.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -180213.078125 Penalty: 2445.657715
	Iteration 6Q: 3 clusters Score -180213.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -180233.765625 Penalty: 2445.657715
	Iteration 7Q: 3 clusters Score -180233.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -180249.015625 Penalty: 2445.657715
	Iteration 8Q: 3 clusters Score -180249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -180268.796875 Penalty: 2445.657715
	Iteration 9Q: 3 clusters Score -180268.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -180289.953125 Penalty: 2445.657715
	Iteration 10Q: 3 clusters Score -180290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -180303.515625 Penalty: 2445.657715
	Iteration 11Q: 3 clusters Score -180303.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -180320.562500 Penalty: 2445.657715
	Iteration 12Q: 3 clusters Score -180320.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -180340.031250 Penalty: 2445.657715
	Iteration 13Q: 3 clusters Score -180340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -180352.343750 Penalty: 2445.657715
	Iteration 14Q: 3 clusters Score -180352.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -180361.625000 Penalty: 2445.657715
	Iteration 15Q: 3 clusters Score -180361.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -180372.000000 Penalty: 2445.657715
	Iteration 16Q: 3 clusters Score -180372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -180381.312500 Penalty: 2445.657715
	Iteration 17Q: 3 clusters Score -180381.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -180397.078125 Penalty: 2445.657715
	Iteration 18Q: 3 clusters Score -180397.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -180421.187500 Penalty: 2445.657715
	Iteration 19Q: 3 clusters Score -180421.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -180442.765625 Penalty: 2445.657715
	Iteration 20F: 3 clusters Score -180442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -180448.843750 Penalty: 2445.657715
	Iteration 21Q: 3 clusters Score -180448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -180454.375000 Penalty: 2445.657715
	Iteration 22Q: 3 clusters Score -180454.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -180461.953125 Penalty: 2445.657715
	Iteration 23Q: 3 clusters Score -180462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -180467.234375 Penalty: 2445.657715
	Iteration 24Q: 3 clusters Score -180467.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -180474.015625 Penalty: 2445.657715
	Iteration 25Q: 3 clusters Score -180474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180478.437500 Penalty: 2445.657715
	Iteration 26Q: 3 clusters Score -180478.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -180481.218750 Penalty: 2445.657715
	Iteration 27Q: 3 clusters Score -180481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -180481.656250 Penalty: 2445.657715
	Iteration 28Q: 3 clusters Score -180481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -180482.046875 Penalty: 2445.657715
	Iteration 29Q: 3 clusters Score -180482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -180482.046875 Penalty: 2445.657715
	Iteration 30F: 3 clusters Score -180482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -281497.718750 Penalty: 1286.540405
	Iteration 0F: 2 clusters Score -281497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -278908.843750 Penalty: 2573.080811
	Iteration 0F: 3 clusters Score -278908.8 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -279509.250000 Penalty: 2573.080811
	Iteration 1F: 3 clusters Score -279509.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -279643.312500 Penalty: 2573.080811
	Iteration 2F: 3 clusters Score -279643.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -279735.375000 Penalty: 2573.080811
	Iteration 3F: 3 clusters Score -279735.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -279798.687500 Penalty: 2573.080811
	Iteration 4Q: 3 clusters Score -279798.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -279842.812500 Penalty: 2573.080811
	Iteration 5Q: 3 clusters Score -279842.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -279881.156250 Penalty: 2573.080811
	Iteration 6Q: 3 clusters Score -279881.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -279908.656250 Penalty: 2573.080811
	Iteration 7Q: 3 clusters Score -279908.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -279934.406250 Penalty: 2573.080811
	Iteration 8Q: 3 clusters Score -279934.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -279956.906250 Penalty: 2573.080811
	Iteration 9Q: 3 clusters Score -279956.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -279980.812500 Penalty: 2573.080811
	Iteration 10Q: 3 clusters Score -279980.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -280001.750000 Penalty: 2573.080811
	Iteration 11Q: 3 clusters Score -280001.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -280018.937500 Penalty: 2573.080811
	Iteration 12Q: 3 clusters Score -280018.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -280034.187500 Penalty: 2573.080811
	Iteration 13Q: 3 clusters Score -280034.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -280050.718750 Penalty: 2573.080811
	Iteration 14Q: 3 clusters Score -280050.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -280067.812500 Penalty: 2573.080811
	Iteration 15Q: 3 clusters Score -280067.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -280084.468750 Penalty: 2573.080811
	Iteration 16Q: 3 clusters Score -280084.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -280109.062500 Penalty: 2573.080811
	Iteration 17Q: 3 clusters Score -280109.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -280127.718750 Penalty: 2573.080811
	Iteration 18Q: 3 clusters Score -280127.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -280149.531250 Penalty: 2573.080811
	Iteration 19Q: 3 clusters Score -280149.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -280179.906250 Penalty: 2573.080811
	Iteration 20F: 3 clusters Score -280179.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -280206.906250 Penalty: 2573.080811
	Iteration 21Q: 3 clusters Score -280206.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -280228.750000 Penalty: 2573.080811
	Iteration 22Q: 3 clusters Score -280228.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -280254.218750 Penalty: 2573.080811
	Iteration 23Q: 3 clusters Score -280254.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -280283.843750 Penalty: 2573.080811
	Iteration 24Q: 3 clusters Score -280283.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -280307.500000 Penalty: 2573.080811
	Iteration 25Q: 3 clusters Score -280307.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -280325.250000 Penalty: 2573.080811
	Iteration 26Q: 3 clusters Score -280325.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -280338.656250 Penalty: 2573.080811
	Iteration 27Q: 3 clusters Score -280338.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -280350.718750 Penalty: 2573.080811
	Iteration 28Q: 3 clusters Score -280350.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -280367.093750 Penalty: 2573.080811
	Iteration 29Q: 3 clusters Score -280367.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -280387.437500 Penalty: 2573.080811
	Iteration 30Q: 3 clusters Score -280387.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -280404.750000 Penalty: 2573.080811
	Iteration 31Q: 3 clusters Score -280404.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -280421.843750 Penalty: 2573.080811
	Iteration 32Q: 3 clusters Score -280421.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -280435.750000 Penalty: 2573.080811
	Iteration 33Q: 3 clusters Score -280435.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -280448.062500 Penalty: 2573.080811
	Iteration 34Q: 3 clusters Score -280448.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -280462.187500 Penalty: 2573.080811
	Iteration 35Q: 3 clusters Score -280462.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -280479.312500 Penalty: 2573.080811
	Iteration 36Q: 3 clusters Score -280479.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -280494.593750 Penalty: 2573.080811
	Iteration 37Q: 3 clusters Score -280494.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -280516.812500 Penalty: 2573.080811
	Iteration 38Q: 3 clusters Score -280516.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -280536.750000 Penalty: 2573.080811
	Iteration 39Q: 3 clusters Score -280536.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -280547.406250 Penalty: 2573.080811
	Iteration 40F: 3 clusters Score -280547.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -280553.968750 Penalty: 2573.080811
	Iteration 41Q: 3 clusters Score -280554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -280560.718750 Penalty: 2573.080811
	Iteration 42Q: 3 clusters Score -280560.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -280563.781250 Penalty: 2573.080811
	Iteration 43Q: 3 clusters Score -280563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -280567.875000 Penalty: 2573.080811
	Iteration 44Q: 3 clusters Score -280567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -280570.500000 Penalty: 2573.080811
	Iteration 45Q: 3 clusters Score -280570.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -280571.718750 Penalty: 2573.080811
	Iteration 46Q: 3 clusters Score -280571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -280573.125000 Penalty: 2573.080811
	Iteration 47Q: 3 clusters Score -280573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -280574.531250 Penalty: 2573.080811
	Iteration 48Q: 3 clusters Score -280574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -280575.937500 Penalty: 2573.080811
	Iteration 49Q: 3 clusters Score -280575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -280576.687500 Penalty: 2573.080811
	Iteration 50Q: 3 clusters Score -280576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -280577.062500 Penalty: 2573.080811
	Iteration 51Q: 3 clusters Score -280577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -280577.062500 Penalty: 2573.080811
	Iteration 52F: 3 clusters Score -280577.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Entering Unmasked Estep 
Score: -5999395.500000 Penalty: 1782.430298
	Iteration 0F: 2 clusters Score -5999396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -5960579.500000 Penalty: 3564.860596
	Iteration 0F: 3 clusters Score -5960580 nChanged 27313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -5976169.500000 Penalty: 3564.860596
	Iteration 1F: 3 clusters Score -5976170 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -5976785.500000 Penalty: 3564.860596
	Iteration 2Q: 3 clusters Score -5976786 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -5977669.000000 Penalty: 3564.860596
	Iteration 3Q: 3 clusters Score -5977669 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -5979058.000000 Penalty: 3564.860596
	Iteration 4Q: 3 clusters Score -5979058 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -5981219.000000 Penalty: 3564.860596
	Iteration 5F: 3 clusters Score -5981219 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -5984359.500000 Penalty: 3564.860596
	Iteration 6F: 3 clusters Score -5984360 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -5988042.000000 Penalty: 3564.860596
	Iteration 7F: 3 clusters Score -5988042 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -5991427.000000 Penalty: 3564.860596
	Iteration 8F: 3 clusters Score -5991427 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -5993737.000000 Penalty: 3564.860596
	Iteration 9Q: 3 clusters Score -5993737 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -5995020.500000 Penalty: 3564.860596
	Iteration 10Q: 3 clusters Score -5995020 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -5995648.500000 Penalty: 3564.860596
	Iteration 11Q: 3 clusters Score -5995648 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -5996152.500000 Penalty: 3564.860596
	Iteration 12Q: 3 clusters Score -5996152 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -5996494.000000 Penalty: 3564.860596
	Iteration 13Q: 3 clusters Score -5996494 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5996726.000000 Penalty: 3564.860596
	Iteration 14Q: 3 clusters Score -5996726 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -5996929.500000 Penalty: 3564.860596
	Iteration 15Q: 3 clusters Score -5996930 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -5997129.000000 Penalty: 3564.860596
	Iteration 16Q: 3 clusters Score -5997129 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5997253.500000 Penalty: 3564.860596
	Iteration 17Q: 3 clusters Score -5997254 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5997369.500000 Penalty: 3564.860596
	Iteration 18Q: 3 clusters Score -5997370 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -5997449.500000 Penalty: 3564.860596
	Iteration 19Q: 3 clusters Score -5997450 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5997552.000000 Penalty: 3564.860596
	Iteration 20F: 3 clusters Score -5997552 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5997624.000000 Penalty: 3564.860596
	Iteration 21Q: 3 clusters Score -5997624 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5997710.500000 Penalty: 3564.860596
	Iteration 22Q: 3 clusters Score -5997710 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5997763.000000 Penalty: 3564.860596
	Iteration 23Q: 3 clusters Score -5997763 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5997805.000000 Penalty: 3564.860596
	Iteration 24Q: 3 clusters Score -5997805 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5997852.000000 Penalty: 3564.860596
	Iteration 25Q: 3 clusters Score -5997852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5997907.000000 Penalty: 3564.860596
	Iteration 26Q: 3 clusters Score -5997907 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5997937.500000 Penalty: 3564.860596
	Iteration 27Q: 3 clusters Score -5997938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5997971.000000 Penalty: 3564.860596
	Iteration 28Q: 3 clusters Score -5997971 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5998000.000000 Penalty: 3564.860596
	Iteration 29Q: 3 clusters Score -5998000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5998018.500000 Penalty: 3564.860596
	Iteration 30Q: 3 clusters Score -5998018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5998041.500000 Penalty: 3564.860596
	Iteration 31Q: 3 clusters Score -5998042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5998075.500000 Penalty: 3564.860596
	Iteration 32Q: 3 clusters Score -5998076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5998089.000000 Penalty: 3564.860596
	Iteration 33Q: 3 clusters Score -5998089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5998101.500000 Penalty: 3564.860596
	Iteration 34Q: 3 clusters Score -5998102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5998106.500000 Penalty: 3564.860596
	Iteration 35Q: 3 clusters Score -5998106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5998117.000000 Penalty: 3564.860596
	Iteration 36Q: 3 clusters Score -5998117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5998120.000000 Penalty: 3564.860596
	Iteration 37Q: 3 clusters Score -5998120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5998125.000000 Penalty: 3564.860596
	Iteration 38Q: 3 clusters Score -5998125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5998120.500000 Penalty: 3564.860596
	Iteration 39Q: 3 clusters Score -5998120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5998132.500000 Penalty: 3564.860596
	Iteration 40F: 3 clusters Score -5998132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5998141.500000 Penalty: 3564.860596
	Iteration 41Q: 3 clusters Score -5998142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5998146.500000 Penalty: 3564.860596
	Iteration 42Q: 3 clusters Score -5998146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5998164.000000 Penalty: 3564.860596
	Iteration 43Q: 3 clusters Score -5998164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5998174.500000 Penalty: 3564.860596
	Iteration 44Q: 3 clusters Score -5998174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5998189.000000 Penalty: 3564.860596
	Iteration 45Q: 3 clusters Score -5998189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5998200.500000 Penalty: 3564.860596
	Iteration 46Q: 3 clusters Score -5998200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5998201.500000 Penalty: 3564.860596
	Iteration 47Q: 3 clusters Score -5998202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5998208.000000 Penalty: 3564.860596
	Iteration 48Q: 3 clusters Score -5998208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5998214.500000 Penalty: 3564.860596
	Iteration 49Q: 3 clusters Score -5998214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5998226.500000 Penalty: 3564.860596
	Iteration 50Q: 3 clusters Score -5998226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5998215.000000 Penalty: 3564.860596
	Iteration 51Q: 3 clusters Score -5998215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5998216.500000 Penalty: 3564.860596
	Iteration 52Q: 3 clusters Score -5998216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5998222.500000 Penalty: 3564.860596
	Iteration 53Q: 3 clusters Score -5998222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5998219.000000 Penalty: 3564.860596
	Iteration 54Q: 3 clusters Score -5998219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5998216.500000 Penalty: 3564.860596
	Iteration 55Q: 3 clusters Score -5998216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5998217.000000 Penalty: 3564.860596
	Iteration 56Q: 3 clusters Score -5998217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5998222.500000 Penalty: 3564.860596
	Iteration 57Q: 3 clusters Score -5998222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5998222.500000 Penalty: 3564.860596
	Iteration 58F: 3 clusters Score -5998222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (287867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287867 members 
Entering Unmasked Estep 
Score: -29224834.000000 Penalty: 2042.666138
	Iteration 0F: 2 clusters Score -2.922483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143845 members 
Mstep: Class 2 contains 144022 members 
Entering Unmasked Estep 
Score: -29039560.000000 Penalty: 4085.332275
	Iteration 0F: 3 clusters Score -2.903956e+07 nChanged 140415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142370 members 
Mstep: Class 2 contains 145497 members 
Entering Unmasked Estep 
Score: -29124200.000000 Penalty: 4085.332275
	Iteration 1F: 3 clusters Score -2.91242e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140890 members 
Mstep: Class 2 contains 146977 members 
Entering Unmasked Estep 
Score: -29125880.000000 Penalty: 4085.332275
	Iteration 2Q: 3 clusters Score -2.912588e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138791 members 
Mstep: Class 2 contains 149076 members 
Entering Unmasked Estep 
Score: -29129000.000000 Penalty: 4085.332275
	Iteration 3Q: 3 clusters Score -2.9129e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135850 members 
Mstep: Class 2 contains 152017 members 
Entering Unmasked Estep 
Score: -29134182.000000 Penalty: 4085.332275
	Iteration 4Q: 3 clusters Score -2.913418e+07 nChanged 14628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132122 members 
Mstep: Class 2 contains 155745 members 
Entering Unmasked Estep 
Score: -29143240.000000 Penalty: 4085.332275
	Iteration 5F: 3 clusters Score -2.914324e+07 nChanged 18362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128004 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -29158228.000000 Penalty: 4085.332275
	Iteration 6F: 3 clusters Score -2.915823e+07 nChanged 20648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124764 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -29174560.000000 Penalty: 4085.332275
	Iteration 7F: 3 clusters Score -2.917456e+07 nChanged 17657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -29183402.000000 Penalty: 4085.332275
	Iteration 8F: 3 clusters Score -2.91834e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120650 members 
Mstep: Class 2 contains 167217 members 
Entering Unmasked Estep 
Score: -29186286.000000 Penalty: 4085.332275
	Iteration 9Q: 3 clusters Score -2.918629e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118938 members 
Mstep: Class 2 contains 168929 members 
Entering Unmasked Estep 
Score: -29187208.000000 Penalty: 4085.332275
	Iteration 10Q: 3 clusters Score -2.918721e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117510 members 
Mstep: Class 2 contains 170357 members 
Entering Unmasked Estep 
Score: -29187532.000000 Penalty: 4085.332275
	Iteration 11Q: 3 clusters Score -2.918753e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116048 members 
Mstep: Class 2 contains 171819 members 
Entering Unmasked Estep 
Score: -29187990.000000 Penalty: 4085.332275
	Iteration 12Q: 3 clusters Score -2.918799e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114579 members 
Mstep: Class 2 contains 173288 members 
Entering Unmasked Estep 
Score: -29188340.000000 Penalty: 4085.332275
	Iteration 13Q: 3 clusters Score -2.918834e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 174717 members 
Entering Unmasked Estep 
Score: -29188900.000000 Penalty: 4085.332275
	Iteration 14Q: 3 clusters Score -2.91889e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111713 members 
Mstep: Class 2 contains 176154 members 
Entering Unmasked Estep 
Score: -29189326.000000 Penalty: 4085.332275
	Iteration 15Q: 3 clusters Score -2.918933e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 177546 members 
Entering Unmasked Estep 
Score: -29189642.000000 Penalty: 4085.332275
	Iteration 16Q: 3 clusters Score -2.918964e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -29190032.000000 Penalty: 4085.332275
	Iteration 17Q: 3 clusters Score -2.919003e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 180273 members 
Entering Unmasked Estep 
Score: -29190456.000000 Penalty: 4085.332275
	Iteration 18Q: 3 clusters Score -2.919046e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 181630 members 
Entering Unmasked Estep 
Score: -29190690.000000 Penalty: 4085.332275
	Iteration 19Q: 3 clusters Score -2.919069e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 183010 members 
Entering Unmasked Estep 
Score: -29190832.000000 Penalty: 4085.332275
	Iteration 20F: 3 clusters Score -2.919083e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 184404 members 
Entering Unmasked Estep 
Score: -29191180.000000 Penalty: 4085.332275
	Iteration 21Q: 3 clusters Score -2.919118e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 185738 members 
Entering Unmasked Estep 
Score: -29191476.000000 Penalty: 4085.332275
	Iteration 22Q: 3 clusters Score -2.919148e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
Score: -29191732.000000 Penalty: 4085.332275
	Iteration 23Q: 3 clusters Score -2.919173e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 188354 members 
Entering Unmasked Estep 
Score: -29191918.000000 Penalty: 4085.332275
	Iteration 24Q: 3 clusters Score -2.919192e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 189596 members 
Entering Unmasked Estep 
Score: -29192308.000000 Penalty: 4085.332275
	Iteration 25Q: 3 clusters Score -2.919231e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 190840 members 
Entering Unmasked Estep 
Score: -29192538.000000 Penalty: 4085.332275
	Iteration 26Q: 3 clusters Score -2.919254e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 191967 members 
Entering Unmasked Estep 
Score: -29192668.000000 Penalty: 4085.332275
	Iteration 27Q: 3 clusters Score -2.919267e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 193116 members 
Entering Unmasked Estep 
Score: -29192756.000000 Penalty: 4085.332275
	Iteration 28Q: 3 clusters Score -2.919276e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 194270 members 
Entering Unmasked Estep 
Score: -29192906.000000 Penalty: 4085.332275
	Iteration 29Q: 3 clusters Score -2.919291e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92480 members 
Mstep: Class 2 contains 195387 members 
Entering Unmasked Estep 
Score: -29193098.000000 Penalty: 4085.332275
	Iteration 30Q: 3 clusters Score -2.91931e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 196514 members 
Entering Unmasked Estep 
Score: -29193220.000000 Penalty: 4085.332275
	Iteration 31Q: 3 clusters Score -2.919322e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 197722 members 
Entering Unmasked Estep 
Score: -29193412.000000 Penalty: 4085.332275
	Iteration 32Q: 3 clusters Score -2.919341e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 198914 members 
Entering Unmasked Estep 
Score: -29193576.000000 Penalty: 4085.332275
	Iteration 33Q: 3 clusters Score -2.919358e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 200055 members 
Entering Unmasked Estep 
Score: -29193838.000000 Penalty: 4085.332275
	Iteration 34Q: 3 clusters Score -2.919384e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 201187 members 
Entering Unmasked Estep 
Score: -29194114.000000 Penalty: 4085.332275
	Iteration 35Q: 3 clusters Score -2.919411e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 202344 members 
Entering Unmasked Estep 
Score: -29194448.000000 Penalty: 4085.332275
	Iteration 36Q: 3 clusters Score -2.919445e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 203396 members 
Entering Unmasked Estep 
Score: -29194622.000000 Penalty: 4085.332275
	Iteration 37Q: 3 clusters Score -2.919462e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83378 members 
Mstep: Class 2 contains 204489 members 
Entering Unmasked Estep 
Score: -29194916.000000 Penalty: 4085.332275
	Iteration 38Q: 3 clusters Score -2.919492e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 205587 members 
Entering Unmasked Estep 
Score: -29194996.000000 Penalty: 4085.332275
	Iteration 39Q: 3 clusters Score -2.9195e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81201 members 
Mstep: Class 2 contains 206666 members 
Entering Unmasked Estep 
Score: -29195288.000000 Penalty: 4085.332275
	Iteration 40F: 3 clusters Score -2.919529e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 207652 members 
Entering Unmasked Estep 
Score: -29195320.000000 Penalty: 4085.332275
	Iteration 41Q: 3 clusters Score -2.919532e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 208659 members 
Entering Unmasked Estep 
Score: -29195506.000000 Penalty: 4085.332275
	Iteration 42Q: 3 clusters Score -2.919551e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 209631 members 
Entering Unmasked Estep 
Score: -29195580.000000 Penalty: 4085.332275
	Iteration 43Q: 3 clusters Score -2.919558e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 210623 members 
Entering Unmasked Estep 
Score: -29195788.000000 Penalty: 4085.332275
	Iteration 44Q: 3 clusters Score -2.919579e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 211725 members 
Entering Unmasked Estep 
Score: -29196016.000000 Penalty: 4085.332275
	Iteration 45Q: 3 clusters Score -2.919602e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 212834 members 
Entering Unmasked Estep 
Score: -29196110.000000 Penalty: 4085.332275
	Iteration 46Q: 3 clusters Score -2.919611e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 214028 members 
Entering Unmasked Estep 
Score: -29196274.000000 Penalty: 4085.332275
	Iteration 47Q: 3 clusters Score -2.919627e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 215197 members 
Entering Unmasked Estep 
Score: -29196452.000000 Penalty: 4085.332275
	Iteration 48Q: 3 clusters Score -2.919645e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 216382 members 
Entering Unmasked Estep 
Score: -29196770.000000 Penalty: 4085.332275
	Iteration 49Q: 3 clusters Score -2.919677e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 217592 members 
Entering Unmasked Estep 
Score: -29196958.000000 Penalty: 4085.332275
	Iteration 50Q: 3 clusters Score -2.919696e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 218797 members 
Entering Unmasked Estep 
Score: -29197102.000000 Penalty: 4085.332275
	Iteration 51Q: 3 clusters Score -2.91971e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 219942 members 
Entering Unmasked Estep 
Score: -29197318.000000 Penalty: 4085.332275
	Iteration 52Q: 3 clusters Score -2.919732e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 221051 members 
Entering Unmasked Estep 
Score: -29197552.000000 Penalty: 4085.332275
	Iteration 53Q: 3 clusters Score -2.919755e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 222211 members 
Entering Unmasked Estep 
Score: -29197856.000000 Penalty: 4085.332275
	Iteration 54Q: 3 clusters Score -2.919786e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 223303 members 
Entering Unmasked Estep 
Score: -29198176.000000 Penalty: 4085.332275
	Iteration 55Q: 3 clusters Score -2.919818e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 224449 members 
Entering Unmasked Estep 
Score: -29198416.000000 Penalty: 4085.332275
	Iteration 56Q: 3 clusters Score -2.919842e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 225581 members 
Entering Unmasked Estep 
Score: -29198698.000000 Penalty: 4085.332275
	Iteration 57Q: 3 clusters Score -2.91987e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 226754 members 
Entering Unmasked Estep 
Score: -29198928.000000 Penalty: 4085.332275
	Iteration 58Q: 3 clusters Score -2.919893e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 227993 members 
Entering Unmasked Estep 
Score: -29199218.000000 Penalty: 4085.332275
	Iteration 59Q: 3 clusters Score -2.919922e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 229164 members 
Entering Unmasked Estep 
Score: -29199408.000000 Penalty: 4085.332275
	Iteration 60F: 3 clusters Score -2.919941e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 230356 members 
Entering Unmasked Estep 
Score: -29199516.000000 Penalty: 4085.332275
	Iteration 61Q: 3 clusters Score -2.919952e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 231546 members 
Entering Unmasked Estep 
Score: -29199958.000000 Penalty: 4085.332275
	Iteration 62Q: 3 clusters Score -2.919996e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 232780 members 
Entering Unmasked Estep 
Score: -29200210.000000 Penalty: 4085.332275
	Iteration 63Q: 3 clusters Score -2.920021e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 234006 members 
Entering Unmasked Estep 
Score: -29200480.000000 Penalty: 4085.332275
	Iteration 64Q: 3 clusters Score -2.920048e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 235271 members 
Entering Unmasked Estep 
Score: -29200782.000000 Penalty: 4085.332275
	Iteration 65Q: 3 clusters Score -2.920078e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 236574 members 
Entering Unmasked Estep 
Score: -29201118.000000 Penalty: 4085.332275
	Iteration 66Q: 3 clusters Score -2.920112e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 237842 members 
Entering Unmasked Estep 
Score: -29201444.000000 Penalty: 4085.332275
	Iteration 67Q: 3 clusters Score -2.920144e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 239148 members 
Entering Unmasked Estep 
Score: -29201908.000000 Penalty: 4085.332275
	Iteration 68Q: 3 clusters Score -2.920191e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 240455 members 
Entering Unmasked Estep 
Score: -29202180.000000 Penalty: 4085.332275
	Iteration 69Q: 3 clusters Score -2.920218e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 241755 members 
Entering Unmasked Estep 
Score: -29202652.000000 Penalty: 4085.332275
	Iteration 70Q: 3 clusters Score -2.920265e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 243084 members 
Entering Unmasked Estep 
Score: -29203008.000000 Penalty: 4085.332275
	Iteration 71Q: 3 clusters Score -2.920301e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 244487 members 
Entering Unmasked Estep 
Score: -29203386.000000 Penalty: 4085.332275
	Iteration 72Q: 3 clusters Score -2.920339e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 245919 members 
Entering Unmasked Estep 
Score: -29203788.000000 Penalty: 4085.332275
	Iteration 73Q: 3 clusters Score -2.920379e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 247350 members 
Entering Unmasked Estep 
Score: -29204224.000000 Penalty: 4085.332275
	Iteration 74Q: 3 clusters Score -2.920422e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 248830 members 
Entering Unmasked Estep 
Score: -29204618.000000 Penalty: 4085.332275
	Iteration 75Q: 3 clusters Score -2.920462e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 250358 members 
Entering Unmasked Estep 
Score: -29205150.000000 Penalty: 4085.332275
	Iteration 76Q: 3 clusters Score -2.920515e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 251972 members 
Entering Unmasked Estep 
Score: -29205824.000000 Penalty: 4085.332275
	Iteration 77Q: 3 clusters Score -2.920582e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 253622 members 
Entering Unmasked Estep 
Score: -29206462.000000 Penalty: 4085.332275
	Iteration 78Q: 3 clusters Score -2.920646e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 255312 members 
Entering Unmasked Estep 
Score: -29206952.000000 Penalty: 4085.332275
	Iteration 79Q: 3 clusters Score -2.920695e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 257045 members 
Entering Unmasked Estep 
Score: -29207554.000000 Penalty: 4085.332275
	Iteration 80F: 3 clusters Score -2.920755e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 258760 members 
Entering Unmasked Estep 
Score: -29208220.000000 Penalty: 4085.332275
	Iteration 81Q: 3 clusters Score -2.920822e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 260478 members 
Entering Unmasked Estep 
Score: -29208860.000000 Penalty: 4085.332275
	Iteration 82Q: 3 clusters Score -2.920886e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 262195 members 
Entering Unmasked Estep 
Score: -29209522.000000 Penalty: 4085.332275
	Iteration 83Q: 3 clusters Score -2.920952e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 263950 members 
Entering Unmasked Estep 
Score: -29210320.000000 Penalty: 4085.332275
	Iteration 84Q: 3 clusters Score -2.921032e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 265682 members 
Entering Unmasked Estep 
Score: -29211170.000000 Penalty: 4085.332275
	Iteration 85Q: 3 clusters Score -2.921117e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 267357 members 
Entering Unmasked Estep 
Score: -29212014.000000 Penalty: 4085.332275
	Iteration 86Q: 3 clusters Score -2.921201e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 269038 members 
Entering Unmasked Estep 
Score: -29212776.000000 Penalty: 4085.332275
	Iteration 87Q: 3 clusters Score -2.921278e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 270688 members 
Entering Unmasked Estep 
Score: -29213684.000000 Penalty: 4085.332275
	Iteration 88Q: 3 clusters Score -2.921368e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 272193 members 
Entering Unmasked Estep 
Score: -29214526.000000 Penalty: 4085.332275
	Iteration 89Q: 3 clusters Score -2.921453e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 273625 members 
Entering Unmasked Estep 
Score: -29215254.000000 Penalty: 4085.332275
	Iteration 90Q: 3 clusters Score -2.921525e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 274942 members 
Entering Unmasked Estep 
Score: -29215934.000000 Penalty: 4085.332275
	Iteration 91Q: 3 clusters Score -2.921593e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 276161 members 
Entering Unmasked Estep 
Score: -29216648.000000 Penalty: 4085.332275
	Iteration 92Q: 3 clusters Score -2.921665e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 277277 members 
Entering Unmasked Estep 
Score: -29217228.000000 Penalty: 4085.332275
	Iteration 93Q: 3 clusters Score -2.921723e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 278248 members 
Entering Unmasked Estep 
Score: -29217788.000000 Penalty: 4085.332275
	Iteration 94Q: 3 clusters Score -2.921779e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 279111 members 
Entering Unmasked Estep 
Score: -29218318.000000 Penalty: 4085.332275
	Iteration 95Q: 3 clusters Score -2.921832e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 279898 members 
Entering Unmasked Estep 
Score: -29218796.000000 Penalty: 4085.332275
	Iteration 96Q: 3 clusters Score -2.92188e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 280633 members 
Entering Unmasked Estep 
Score: -29219226.000000 Penalty: 4085.332275
	Iteration 97Q: 3 clusters Score -2.921923e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 281307 members 
Entering Unmasked Estep 
Score: -29219662.000000 Penalty: 4085.332275
	Iteration 98Q: 3 clusters Score -2.921966e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 281940 members 
Entering Unmasked Estep 
Score: -29220050.000000 Penalty: 4085.332275
	Iteration 99Q: 3 clusters Score -2.922005e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 282487 members 
Entering Unmasked Estep 
Score: -29220464.000000 Penalty: 4085.332275
	Iteration 100F: 3 clusters Score -2.922046e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 282936 members 
Entering Unmasked Estep 
Score: -29220690.000000 Penalty: 4085.332275
	Iteration 101Q: 3 clusters Score -2.922069e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 283334 members 
Entering Unmasked Estep 
Score: -29220944.000000 Penalty: 4085.332275
	Iteration 102Q: 3 clusters Score -2.922094e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 283651 members 
Entering Unmasked Estep 
Score: -29221136.000000 Penalty: 4085.332275
	Iteration 103Q: 3 clusters Score -2.922114e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 283945 members 
Entering Unmasked Estep 
Score: -29221268.000000 Penalty: 4085.332275
	Iteration 104Q: 3 clusters Score -2.922127e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 284203 members 
Entering Unmasked Estep 
Score: -29221438.000000 Penalty: 4085.332275
	Iteration 105Q: 3 clusters Score -2.922144e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 284430 members 
Entering Unmasked Estep 
Score: -29221608.000000 Penalty: 4085.332275
	Iteration 106Q: 3 clusters Score -2.922161e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 284628 members 
Entering Unmasked Estep 
Score: -29221712.000000 Penalty: 4085.332275
	Iteration 107Q: 3 clusters Score -2.922171e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 284822 members 
Entering Unmasked Estep 
Score: -29221846.000000 Penalty: 4085.332275
	Iteration 108Q: 3 clusters Score -2.922185e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 285019 members 
Entering Unmasked Estep 
Score: -29221970.000000 Penalty: 4085.332275
	Iteration 109Q: 3 clusters Score -2.922197e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 285186 members 
Entering Unmasked Estep 
Score: -29222096.000000 Penalty: 4085.332275
	Iteration 110Q: 3 clusters Score -2.92221e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 285341 members 
Entering Unmasked Estep 
Score: -29222168.000000 Penalty: 4085.332275
	Iteration 111Q: 3 clusters Score -2.922217e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 285473 members 
Entering Unmasked Estep 
Score: -29222180.000000 Penalty: 4085.332275
	Iteration 112Q: 3 clusters Score -2.922218e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 285578 members 
Entering Unmasked Estep 
Score: -29222234.000000 Penalty: 4085.332275
	Iteration 113Q: 3 clusters Score -2.922223e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 285667 members 
Entering Unmasked Estep 
Score: -29222264.000000 Penalty: 4085.332275
	Iteration 114Q: 3 clusters Score -2.922226e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 285745 members 
Entering Unmasked Estep 
Score: -29222328.000000 Penalty: 4085.332275
	Iteration 115Q: 3 clusters Score -2.922233e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 285803 members 
Entering Unmasked Estep 
Score: -29222404.000000 Penalty: 4085.332275
	Iteration 116Q: 3 clusters Score -2.92224e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 285860 members 
Entering Unmasked Estep 
Score: -29222450.000000 Penalty: 4085.332275
	Iteration 117Q: 3 clusters Score -2.922245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 285902 members 
Entering Unmasked Estep 
Score: -29222472.000000 Penalty: 4085.332275
	Iteration 118Q: 3 clusters Score -2.922247e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 285945 members 
Entering Unmasked Estep 
Score: -29222526.000000 Penalty: 4085.332275
	Iteration 119Q: 3 clusters Score -2.922253e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 285982 members 
Entering Unmasked Estep 
Score: -29222524.000000 Penalty: 4085.332275
	Iteration 120F: 3 clusters Score -2.922252e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 286027 members 
Entering Unmasked Estep 
Score: -29222538.000000 Penalty: 4085.332275
	Iteration 121Q: 3 clusters Score -2.922254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 286062 members 
Entering Unmasked Estep 
Score: -29222552.000000 Penalty: 4085.332275
	Iteration 122Q: 3 clusters Score -2.922255e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 286096 members 
Entering Unmasked Estep 
Score: -29222592.000000 Penalty: 4085.332275
	Iteration 123Q: 3 clusters Score -2.922259e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 286133 members 
Entering Unmasked Estep 
Score: -29222668.000000 Penalty: 4085.332275
	Iteration 124Q: 3 clusters Score -2.922267e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 286168 members 
Entering Unmasked Estep 
Score: -29222690.000000 Penalty: 4085.332275
	Iteration 125Q: 3 clusters Score -2.922269e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 286197 members 
Entering Unmasked Estep 
Score: -29222724.000000 Penalty: 4085.332275
	Iteration 126Q: 3 clusters Score -2.922272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 286219 members 
Entering Unmasked Estep 
Score: -29222730.000000 Penalty: 4085.332275
	Iteration 127Q: 3 clusters Score -2.922273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 286242 members 
Entering Unmasked Estep 
Score: -29222734.000000 Penalty: 4085.332275
	Iteration 128Q: 3 clusters Score -2.922273e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 286262 members 
Entering Unmasked Estep 
Score: -29222744.000000 Penalty: 4085.332275
	Iteration 129Q: 3 clusters Score -2.922274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 286281 members 
Entering Unmasked Estep 
Score: -29222768.000000 Penalty: 4085.332275
	Iteration 130Q: 3 clusters Score -2.922277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 286294 members 
Entering Unmasked Estep 
Score: -29222760.000000 Penalty: 4085.332275
	Iteration 131Q: 3 clusters Score -2.922276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 286303 members 
Entering Unmasked Estep 
Score: -29222754.000000 Penalty: 4085.332275
	Iteration 132Q: 3 clusters Score -2.922275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 286314 members 
Entering Unmasked Estep 
Score: -29222758.000000 Penalty: 4085.332275
	Iteration 133Q: 3 clusters Score -2.922276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 286329 members 
Entering Unmasked Estep 
Score: -29222760.000000 Penalty: 4085.332275
	Iteration 134Q: 3 clusters Score -2.922276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 286338 members 
Entering Unmasked Estep 
Score: -29222776.000000 Penalty: 4085.332275
	Iteration 135Q: 3 clusters Score -2.922278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 286346 members 
Entering Unmasked Estep 
Score: -29222782.000000 Penalty: 4085.332275
	Iteration 136Q: 3 clusters Score -2.922278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 286353 members 
Entering Unmasked Estep 
Score: -29222788.000000 Penalty: 4085.332275
	Iteration 137Q: 3 clusters Score -2.922279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 286359 members 
Entering Unmasked Estep 
Score: -29222776.000000 Penalty: 4085.332275
	Iteration 138Q: 3 clusters Score -2.922278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 286363 members 
Entering Unmasked Estep 
Score: -29222792.000000 Penalty: 4085.332275
	Iteration 139Q: 3 clusters Score -2.922279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 286369 members 
Entering Unmasked Estep 
Score: -29222790.000000 Penalty: 4085.332275
	Iteration 140F: 3 clusters Score -2.922279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 286376 members 
Entering Unmasked Estep 
Score: -29222802.000000 Penalty: 4085.332275
	Iteration 141Q: 3 clusters Score -2.92228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 286383 members 
Entering Unmasked Estep 
Score: -29222794.000000 Penalty: 4085.332275
	Iteration 142Q: 3 clusters Score -2.922279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 286387 members 
Entering Unmasked Estep 
Score: -29222824.000000 Penalty: 4085.332275
	Iteration 143Q: 3 clusters Score -2.922282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 286390 members 
Entering Unmasked Estep 
Score: -29222810.000000 Penalty: 4085.332275
	Iteration 144Q: 3 clusters Score -2.922281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 286391 members 
Entering Unmasked Estep 
Score: -29222812.000000 Penalty: 4085.332275
	Iteration 145Q: 3 clusters Score -2.922281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 286396 members 
Entering Unmasked Estep 
Score: -29222818.000000 Penalty: 4085.332275
	Iteration 146Q: 3 clusters Score -2.922282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 286398 members 
Entering Unmasked Estep 
Score: -29222810.000000 Penalty: 4085.332275
	Iteration 147Q: 3 clusters Score -2.922281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 286399 members 
Entering Unmasked Estep 
Score: -29222822.000000 Penalty: 4085.332275
	Iteration 148Q: 3 clusters Score -2.922282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 286399 members 
Entering Unmasked Estep 
Score: -29222822.000000 Penalty: 4085.332275
	Iteration 149F: 3 clusters Score -2.922282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Entering Unmasked Estep 
Score: -4995999.500000 Penalty: 1751.604126
	Iteration 0F: 2 clusters Score -4996000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4963699.500000 Penalty: 3503.208252
	Iteration 0F: 3 clusters Score -4963700 nChanged 22686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4976390.500000 Penalty: 3503.208252
	Iteration 1F: 3 clusters Score -4976390 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -4976873.000000 Penalty: 3503.208252
	Iteration 2Q: 3 clusters Score -4976873 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4977440.000000 Penalty: 3503.208252
	Iteration 3Q: 3 clusters Score -4977440 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4978071.000000 Penalty: 3503.208252
	Iteration 4Q: 3 clusters Score -4978071 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4978763.500000 Penalty: 3503.208252
	Iteration 5Q: 3 clusters Score -4978764 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4979713.500000 Penalty: 3503.208252
	Iteration 6Q: 3 clusters Score -4979714 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4981084.500000 Penalty: 3503.208252
	Iteration 7F: 3 clusters Score -4981084 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4983034.500000 Penalty: 3503.208252
	Iteration 8F: 3 clusters Score -4983034 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -4985499.000000 Penalty: 3503.208252
	Iteration 9F: 3 clusters Score -4985499 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4987558.500000 Penalty: 3503.208252
	Iteration 10F: 3 clusters Score -4987558 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -4988625.000000 Penalty: 3503.208252
	Iteration 11Q: 3 clusters Score -4988625 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -4988973.000000 Penalty: 3503.208252
	Iteration 12Q: 3 clusters Score -4988973 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -4989151.500000 Penalty: 3503.208252
	Iteration 13Q: 3 clusters Score -4989152 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -4989270.000000 Penalty: 3503.208252
	Iteration 14Q: 3 clusters Score -4989270 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -4989351.500000 Penalty: 3503.208252
	Iteration 15Q: 3 clusters Score -4989352 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4989430.000000 Penalty: 3503.208252
	Iteration 16Q: 3 clusters Score -4989430 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4989498.000000 Penalty: 3503.208252
	Iteration 17Q: 3 clusters Score -4989498 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -4989521.000000 Penalty: 3503.208252
	Iteration 18Q: 3 clusters Score -4989521 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -4989560.000000 Penalty: 3503.208252
	Iteration 19Q: 3 clusters Score -4989560 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -4989559.000000 Penalty: 3503.208252
	Iteration 20F: 3 clusters Score -4989559 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -4989577.000000 Penalty: 3503.208252
	Iteration 21Q: 3 clusters Score -4989577 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -4989580.000000 Penalty: 3503.208252
	Iteration 22Q: 3 clusters Score -4989580 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4989591.000000 Penalty: 3503.208252
	Iteration 23Q: 3 clusters Score -4989591 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -4989621.500000 Penalty: 3503.208252
	Iteration 24Q: 3 clusters Score -4989622 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4989609.500000 Penalty: 3503.208252
	Iteration 25Q: 3 clusters Score -4989610 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -4989629.000000 Penalty: 3503.208252
	Iteration 26Q: 3 clusters Score -4989629 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -4989652.500000 Penalty: 3503.208252
	Iteration 27Q: 3 clusters Score -4989652 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4989665.500000 Penalty: 3503.208252
	Iteration 28Q: 3 clusters Score -4989666 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -4989683.000000 Penalty: 3503.208252
	Iteration 29Q: 3 clusters Score -4989683 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -4989720.500000 Penalty: 3503.208252
	Iteration 30Q: 3 clusters Score -4989720 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -4989706.500000 Penalty: 3503.208252
	Iteration 31Q: 3 clusters Score -4989706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4989732.500000 Penalty: 3503.208252
	Iteration 32Q: 3 clusters Score -4989732 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -4989755.500000 Penalty: 3503.208252
	Iteration 33Q: 3 clusters Score -4989756 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -4989749.000000 Penalty: 3503.208252
	Iteration 34Q: 3 clusters Score -4989749 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -4989743.000000 Penalty: 3503.208252
	Iteration 35Q: 3 clusters Score -4989743 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -4989769.000000 Penalty: 3503.208252
	Iteration 36Q: 3 clusters Score -4989769 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -4989788.500000 Penalty: 3503.208252
	Iteration 37Q: 3 clusters Score -4989788 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4989804.000000 Penalty: 3503.208252
	Iteration 38Q: 3 clusters Score -4989804 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -4989827.000000 Penalty: 3503.208252
	Iteration 39Q: 3 clusters Score -4989827 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -4989834.500000 Penalty: 3503.208252
	Iteration 40F: 3 clusters Score -4989834 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -4989856.500000 Penalty: 3503.208252
	Iteration 41Q: 3 clusters Score -4989856 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -4989871.000000 Penalty: 3503.208252
	Iteration 42Q: 3 clusters Score -4989871 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -4989888.000000 Penalty: 3503.208252
	Iteration 43Q: 3 clusters Score -4989888 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4989893.500000 Penalty: 3503.208252
	Iteration 44Q: 3 clusters Score -4989894 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4989907.500000 Penalty: 3503.208252
	Iteration 45Q: 3 clusters Score -4989908 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4989954.000000 Penalty: 3503.208252
	Iteration 46Q: 3 clusters Score -4989954 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -4989960.000000 Penalty: 3503.208252
	Iteration 47Q: 3 clusters Score -4989960 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4989975.500000 Penalty: 3503.208252
	Iteration 48Q: 3 clusters Score -4989976 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4990023.000000 Penalty: 3503.208252
	Iteration 49Q: 3 clusters Score -4990023 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4990022.000000 Penalty: 3503.208252
	Iteration 50Q: 3 clusters Score -4990022 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -4990056.000000 Penalty: 3503.208252
	Iteration 51Q: 3 clusters Score -4990056 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -4990068.500000 Penalty: 3503.208252
	Iteration 52Q: 3 clusters Score -4990068 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4990115.000000 Penalty: 3503.208252
	Iteration 53Q: 3 clusters Score -4990115 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -4990142.500000 Penalty: 3503.208252
	Iteration 54Q: 3 clusters Score -4990142 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4990183.500000 Penalty: 3503.208252
	Iteration 55Q: 3 clusters Score -4990184 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4990240.500000 Penalty: 3503.208252
	Iteration 56Q: 3 clusters Score -4990240 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -4990283.500000 Penalty: 3503.208252
	Iteration 57Q: 3 clusters Score -4990284 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4990358.500000 Penalty: 3503.208252
	Iteration 58Q: 3 clusters Score -4990358 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -4990410.500000 Penalty: 3503.208252
	Iteration 59Q: 3 clusters Score -4990410 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -4990516.000000 Penalty: 3503.208252
	Iteration 60F: 3 clusters Score -4990516 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -4990598.000000 Penalty: 3503.208252
	Iteration 61Q: 3 clusters Score -4990598 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4990680.500000 Penalty: 3503.208252
	Iteration 62Q: 3 clusters Score -4990680 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4990768.500000 Penalty: 3503.208252
	Iteration 63Q: 3 clusters Score -4990768 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4990887.000000 Penalty: 3503.208252
	Iteration 64Q: 3 clusters Score -4990887 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4991027.500000 Penalty: 3503.208252
	Iteration 65Q: 3 clusters Score -4991028 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4991183.500000 Penalty: 3503.208252
	Iteration 66Q: 3 clusters Score -4991184 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -4991368.000000 Penalty: 3503.208252
	Iteration 67Q: 3 clusters Score -4991368 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -4991575.500000 Penalty: 3503.208252
	Iteration 68Q: 3 clusters Score -4991576 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4991735.500000 Penalty: 3503.208252
	Iteration 69Q: 3 clusters Score -4991736 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -4991899.500000 Penalty: 3503.208252
	Iteration 70Q: 3 clusters Score -4991900 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4992083.500000 Penalty: 3503.208252
	Iteration 71Q: 3 clusters Score -4992084 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -4992200.000000 Penalty: 3503.208252
	Iteration 72Q: 3 clusters Score -4992200 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -4992348.000000 Penalty: 3503.208252
	Iteration 73Q: 3 clusters Score -4992348 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -4992464.000000 Penalty: 3503.208252
	Iteration 74Q: 3 clusters Score -4992464 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -4992570.000000 Penalty: 3503.208252
	Iteration 75Q: 3 clusters Score -4992570 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -4992700.500000 Penalty: 3503.208252
	Iteration 76Q: 3 clusters Score -4992700 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -4992769.000000 Penalty: 3503.208252
	Iteration 77Q: 3 clusters Score -4992769 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -4992859.000000 Penalty: 3503.208252
	Iteration 78Q: 3 clusters Score -4992859 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -4992952.500000 Penalty: 3503.208252
	Iteration 79Q: 3 clusters Score -4992952 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -4993021.500000 Penalty: 3503.208252
	Iteration 80F: 3 clusters Score -4993022 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -4993098.000000 Penalty: 3503.208252
	Iteration 81Q: 3 clusters Score -4993098 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -4993207.000000 Penalty: 3503.208252
	Iteration 82Q: 3 clusters Score -4993207 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -4993307.000000 Penalty: 3503.208252
	Iteration 83Q: 3 clusters Score -4993307 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -4993396.000000 Penalty: 3503.208252
	Iteration 84Q: 3 clusters Score -4993396 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -4993475.500000 Penalty: 3503.208252
	Iteration 85Q: 3 clusters Score -4993476 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -4993561.000000 Penalty: 3503.208252
	Iteration 86Q: 3 clusters Score -4993561 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -4993630.500000 Penalty: 3503.208252
	Iteration 87Q: 3 clusters Score -4993630 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -4993691.500000 Penalty: 3503.208252
	Iteration 88Q: 3 clusters Score -4993692 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -4993765.500000 Penalty: 3503.208252
	Iteration 89Q: 3 clusters Score -4993766 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -4993844.000000 Penalty: 3503.208252
	Iteration 90Q: 3 clusters Score -4993844 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -4993916.500000 Penalty: 3503.208252
	Iteration 91Q: 3 clusters Score -4993916 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -4993968.000000 Penalty: 3503.208252
	Iteration 92Q: 3 clusters Score -4993968 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -4994042.500000 Penalty: 3503.208252
	Iteration 93Q: 3 clusters Score -4994042 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -4994123.500000 Penalty: 3503.208252
	Iteration 94Q: 3 clusters Score -4994124 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -4994185.500000 Penalty: 3503.208252
	Iteration 95Q: 3 clusters Score -4994186 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -4994249.000000 Penalty: 3503.208252
	Iteration 96Q: 3 clusters Score -4994249 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -4994291.500000 Penalty: 3503.208252
	Iteration 97Q: 3 clusters Score -4994292 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -4994368.000000 Penalty: 3503.208252
	Iteration 98Q: 3 clusters Score -4994368 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -4994405.500000 Penalty: 3503.208252
	Iteration 99Q: 3 clusters Score -4994406 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -4994447.000000 Penalty: 3503.208252
	Iteration 100F: 3 clusters Score -4994447 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -4994493.500000 Penalty: 3503.208252
	Iteration 101Q: 3 clusters Score -4994494 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -4994524.000000 Penalty: 3503.208252
	Iteration 102Q: 3 clusters Score -4994524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -4994544.500000 Penalty: 3503.208252
	Iteration 103Q: 3 clusters Score -4994544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -4994549.500000 Penalty: 3503.208252
	Iteration 104Q: 3 clusters Score -4994550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -4994575.000000 Penalty: 3503.208252
	Iteration 105Q: 3 clusters Score -4994575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -4994593.000000 Penalty: 3503.208252
	Iteration 106Q: 3 clusters Score -4994593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -4994606.500000 Penalty: 3503.208252
	Iteration 107Q: 3 clusters Score -4994606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -4994614.000000 Penalty: 3503.208252
	Iteration 108Q: 3 clusters Score -4994614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -4994637.000000 Penalty: 3503.208252
	Iteration 109Q: 3 clusters Score -4994637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -4994645.500000 Penalty: 3503.208252
	Iteration 110Q: 3 clusters Score -4994646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -4994668.500000 Penalty: 3503.208252
	Iteration 111Q: 3 clusters Score -4994668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -4994676.500000 Penalty: 3503.208252
	Iteration 112Q: 3 clusters Score -4994676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -4994679.500000 Penalty: 3503.208252
	Iteration 113Q: 3 clusters Score -4994680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -4994683.000000 Penalty: 3503.208252
	Iteration 114Q: 3 clusters Score -4994683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -4994694.500000 Penalty: 3503.208252
	Iteration 115Q: 3 clusters Score -4994694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -4994698.000000 Penalty: 3503.208252
	Iteration 116Q: 3 clusters Score -4994698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -4994697.000000 Penalty: 3503.208252
	Iteration 117Q: 3 clusters Score -4994697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -4994700.500000 Penalty: 3503.208252
	Iteration 118Q: 3 clusters Score -4994700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -4994702.500000 Penalty: 3503.208252
	Iteration 119Q: 3 clusters Score -4994702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -4994709.000000 Penalty: 3503.208252
	Iteration 120F: 3 clusters Score -4994709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -4994705.000000 Penalty: 3503.208252
	Iteration 121Q: 3 clusters Score -4994705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -4994708.000000 Penalty: 3503.208252
	Iteration 122Q: 3 clusters Score -4994708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -4994707.000000 Penalty: 3503.208252
	Iteration 123Q: 3 clusters Score -4994707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -4994698.500000 Penalty: 3503.208252
	Iteration 124Q: 3 clusters Score -4994698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -4994701.000000 Penalty: 3503.208252
	Iteration 125Q: 3 clusters Score -4994701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -4994701.000000 Penalty: 3503.208252
	Iteration 126F: 3 clusters Score -4994701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -126259.851562 Penalty: 1172.834595
	Iteration 0F: 2 clusters Score -126259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -124653.507812 Penalty: 2345.669189
	Iteration 0F: 3 clusters Score -124653.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125250.859375 Penalty: 2345.669189
	Iteration 1F: 3 clusters Score -125250.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125557.101562 Penalty: 2345.669189
	Iteration 2F: 3 clusters Score -125557.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -125713.796875 Penalty: 2345.669189
	Iteration 3F: 3 clusters Score -125713.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -125793.125000 Penalty: 2345.669189
	Iteration 4Q: 3 clusters Score -125793.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125836.367188 Penalty: 2345.669189
	Iteration 5Q: 3 clusters Score -125836.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -125901.203125 Penalty: 2345.669189
	Iteration 6Q: 3 clusters Score -125901.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125940.187500 Penalty: 2345.669189
	Iteration 7Q: 3 clusters Score -125940.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125953.226562 Penalty: 2345.669189
	Iteration 8Q: 3 clusters Score -125953.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125960.765625 Penalty: 2345.669189
	Iteration 9Q: 3 clusters Score -125960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125963.609375 Penalty: 2345.669189
	Iteration 10Q: 3 clusters Score -125963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125966.140625 Penalty: 2345.669189
	Iteration 11Q: 3 clusters Score -125966.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -125970.820312 Penalty: 2345.669189
	Iteration 12Q: 3 clusters Score -125970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -125971.765625 Penalty: 2345.669189
	Iteration 13Q: 3 clusters Score -125971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -125971.765625 Penalty: 2345.669189
	Iteration 14F: 3 clusters Score -125971.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Entering Unmasked Estep 
Score: -2210436.000000 Penalty: 1620.144165
	Iteration 0F: 2 clusters Score -2210436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2195821.250000 Penalty: 3240.288330
	Iteration 0F: 3 clusters Score -2195821 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2201016.250000 Penalty: 3240.288330
	Iteration 1F: 3 clusters Score -2201016 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2201258.000000 Penalty: 3240.288330
	Iteration 2Q: 3 clusters Score -2201258 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2201483.500000 Penalty: 3240.288330
	Iteration 3Q: 3 clusters Score -2201484 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2201714.500000 Penalty: 3240.288330
	Iteration 4Q: 3 clusters Score -2201714 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2201941.250000 Penalty: 3240.288330
	Iteration 5Q: 3 clusters Score -2201941 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2202208.500000 Penalty: 3240.288330
	Iteration 6Q: 3 clusters Score -2202208 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2202568.000000 Penalty: 3240.288330
	Iteration 7Q: 3 clusters Score -2202568 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2203107.750000 Penalty: 3240.288330
	Iteration 8Q: 3 clusters Score -2203108 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2203911.500000 Penalty: 3240.288330
	Iteration 9F: 3 clusters Score -2203912 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2204996.750000 Penalty: 3240.288330
	Iteration 10F: 3 clusters Score -2204997 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2206232.000000 Penalty: 3240.288330
	Iteration 11F: 3 clusters Score -2206232 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2207314.500000 Penalty: 3240.288330
	Iteration 12F: 3 clusters Score -2207314 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2208115.000000 Penalty: 3240.288330
	Iteration 13Q: 3 clusters Score -2208115 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2208558.500000 Penalty: 3240.288330
	Iteration 14Q: 3 clusters Score -2208558 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2208785.000000 Penalty: 3240.288330
	Iteration 15Q: 3 clusters Score -2208785 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2208900.000000 Penalty: 3240.288330
	Iteration 16Q: 3 clusters Score -2208900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2208951.750000 Penalty: 3240.288330
	Iteration 17Q: 3 clusters Score -2208952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2208984.250000 Penalty: 3240.288330
	Iteration 18Q: 3 clusters Score -2208984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2209001.750000 Penalty: 3240.288330
	Iteration 19Q: 3 clusters Score -2209002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2209008.250000 Penalty: 3240.288330
	Iteration 20F: 3 clusters Score -2209008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2209010.750000 Penalty: 3240.288330
	Iteration 21Q: 3 clusters Score -2209011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2209021.000000 Penalty: 3240.288330
	Iteration 22Q: 3 clusters Score -2209021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2209030.250000 Penalty: 3240.288330
	Iteration 23Q: 3 clusters Score -2209030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2209040.000000 Penalty: 3240.288330
	Iteration 24Q: 3 clusters Score -2209040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2209044.750000 Penalty: 3240.288330
	Iteration 25Q: 3 clusters Score -2209045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2209045.250000 Penalty: 3240.288330
	Iteration 26Q: 3 clusters Score -2209045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2209053.000000 Penalty: 3240.288330
	Iteration 27Q: 3 clusters Score -2209053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2209054.500000 Penalty: 3240.288330
	Iteration 28Q: 3 clusters Score -2209054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2209059.750000 Penalty: 3240.288330
	Iteration 29Q: 3 clusters Score -2209060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2209065.500000 Penalty: 3240.288330
	Iteration 30Q: 3 clusters Score -2209066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2209066.000000 Penalty: 3240.288330
	Iteration 31Q: 3 clusters Score -2209066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2209065.750000 Penalty: 3240.288330
	Iteration 32Q: 3 clusters Score -2209066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2209068.750000 Penalty: 3240.288330
	Iteration 33Q: 3 clusters Score -2209069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2209074.250000 Penalty: 3240.288330
	Iteration 34Q: 3 clusters Score -2209074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2209075.250000 Penalty: 3240.288330
	Iteration 35Q: 3 clusters Score -2209075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2209080.250000 Penalty: 3240.288330
	Iteration 36Q: 3 clusters Score -2209080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2209084.250000 Penalty: 3240.288330
	Iteration 37Q: 3 clusters Score -2209084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2209086.750000 Penalty: 3240.288330
	Iteration 38Q: 3 clusters Score -2209087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2209088.250000 Penalty: 3240.288330
	Iteration 39Q: 3 clusters Score -2209088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2209091.250000 Penalty: 3240.288330
	Iteration 40F: 3 clusters Score -2209091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2209092.250000 Penalty: 3240.288330
	Iteration 41Q: 3 clusters Score -2209092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2209092.250000 Penalty: 3240.288330
	Iteration 42F: 3 clusters Score -2209092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Entering Unmasked Estep 
Score: -527169.625000 Penalty: 1399.561401
	Iteration 0F: 2 clusters Score -527169.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -522977.781250 Penalty: 2799.122803
	Iteration 0F: 3 clusters Score -522977.8 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -524801.625000 Penalty: 2799.122803
	Iteration 1F: 3 clusters Score -524801.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -525540.187500 Penalty: 2799.122803
	Iteration 2F: 3 clusters Score -525540.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -526078.187500 Penalty: 2799.122803
	Iteration 3F: 3 clusters Score -526078.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -526443.937500 Penalty: 2799.122803
	Iteration 4F: 3 clusters Score -526443.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -526691.250000 Penalty: 2799.122803
	Iteration 5F: 3 clusters Score -526691.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -526833.062500 Penalty: 2799.122803
	Iteration 6Q: 3 clusters Score -526833.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -526900.125000 Penalty: 2799.122803
	Iteration 7Q: 3 clusters Score -526900.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -526946.625000 Penalty: 2799.122803
	Iteration 8Q: 3 clusters Score -526946.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -526986.187500 Penalty: 2799.122803
	Iteration 9Q: 3 clusters Score -526986.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -527015.000000 Penalty: 2799.122803
	Iteration 10Q: 3 clusters Score -527015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -527031.437500 Penalty: 2799.122803
	Iteration 11Q: 3 clusters Score -527031.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -527047.250000 Penalty: 2799.122803
	Iteration 12Q: 3 clusters Score -527047.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -527058.312500 Penalty: 2799.122803
	Iteration 13Q: 3 clusters Score -527058.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -527068.437500 Penalty: 2799.122803
	Iteration 14Q: 3 clusters Score -527068.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -527076.562500 Penalty: 2799.122803
	Iteration 15Q: 3 clusters Score -527076.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -527080.687500 Penalty: 2799.122803
	Iteration 16Q: 3 clusters Score -527080.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -527086.750000 Penalty: 2799.122803
	Iteration 17Q: 3 clusters Score -527086.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -527093.000000 Penalty: 2799.122803
	Iteration 18Q: 3 clusters Score -527093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -527098.187500 Penalty: 2799.122803
	Iteration 19Q: 3 clusters Score -527098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -527102.687500 Penalty: 2799.122803
	Iteration 20F: 3 clusters Score -527102.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -527103.437500 Penalty: 2799.122803
	Iteration 21Q: 3 clusters Score -527103.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -527108.125000 Penalty: 2799.122803
	Iteration 22Q: 3 clusters Score -527108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -527111.625000 Penalty: 2799.122803
	Iteration 23Q: 3 clusters Score -527111.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -527115.375000 Penalty: 2799.122803
	Iteration 24Q: 3 clusters Score -527115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -527120.312500 Penalty: 2799.122803
	Iteration 25Q: 3 clusters Score -527120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -527124.187500 Penalty: 2799.122803
	Iteration 26Q: 3 clusters Score -527124.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -527128.250000 Penalty: 2799.122803
	Iteration 27Q: 3 clusters Score -527128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -527130.687500 Penalty: 2799.122803
	Iteration 28Q: 3 clusters Score -527130.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -527133.500000 Penalty: 2799.122803
	Iteration 29Q: 3 clusters Score -527133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -527134.250000 Penalty: 2799.122803
	Iteration 30Q: 3 clusters Score -527134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -527134.250000 Penalty: 2799.122803
	Iteration 31F: 3 clusters Score -527134.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Entering Unmasked Estep 
Score: -5576011.500000 Penalty: 1777.486450
	Iteration 0F: 2 clusters Score -5576012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -5538343.500000 Penalty: 3554.972900
	Iteration 0F: 3 clusters Score -5538344 nChanged 26510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -5553374.500000 Penalty: 3554.972900
	Iteration 1F: 3 clusters Score -5553374 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -5554061.500000 Penalty: 3554.972900
	Iteration 2Q: 3 clusters Score -5554062 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -5554985.000000 Penalty: 3554.972900
	Iteration 3Q: 3 clusters Score -5554985 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5555906.000000 Penalty: 3554.972900
	Iteration 4Q: 3 clusters Score -5555906 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -5556985.500000 Penalty: 3554.972900
	Iteration 5Q: 3 clusters Score -5556986 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5558170.000000 Penalty: 3554.972900
	Iteration 6Q: 3 clusters Score -5558170 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -5559598.500000 Penalty: 3554.972900
	Iteration 7F: 3 clusters Score -5559598 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5561166.000000 Penalty: 3554.972900
	Iteration 8F: 3 clusters Score -5561166 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -5562905.500000 Penalty: 3554.972900
	Iteration 9F: 3 clusters Score -5562906 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -5564596.000000 Penalty: 3554.972900
	Iteration 10F: 3 clusters Score -5564596 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5566316.500000 Penalty: 3554.972900
	Iteration 11F: 3 clusters Score -5566316 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -5568085.500000 Penalty: 3554.972900
	Iteration 12Q: 3 clusters Score -5568086 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5569762.000000 Penalty: 3554.972900
	Iteration 13Q: 3 clusters Score -5569762 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5571463.000000 Penalty: 3554.972900
	Iteration 14Q: 3 clusters Score -5571463 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5572843.500000 Penalty: 3554.972900
	Iteration 15Q: 3 clusters Score -5572844 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5573740.500000 Penalty: 3554.972900
	Iteration 16Q: 3 clusters Score -5573740 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5574174.500000 Penalty: 3554.972900
	Iteration 17Q: 3 clusters Score -5574174 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5574358.000000 Penalty: 3554.972900
	Iteration 18Q: 3 clusters Score -5574358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5574416.000000 Penalty: 3554.972900
	Iteration 19Q: 3 clusters Score -5574416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5574440.000000 Penalty: 3554.972900
	Iteration 20F: 3 clusters Score -5574440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5574462.000000 Penalty: 3554.972900
	Iteration 21Q: 3 clusters Score -5574462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5574467.500000 Penalty: 3554.972900
	Iteration 22Q: 3 clusters Score -5574468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5574470.500000 Penalty: 3554.972900
	Iteration 23Q: 3 clusters Score -5574470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5574472.500000 Penalty: 3554.972900
	Iteration 24Q: 3 clusters Score -5574472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5574477.500000 Penalty: 3554.972900
	Iteration 25Q: 3 clusters Score -5574478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5574478.000000 Penalty: 3554.972900
	Iteration 26Q: 3 clusters Score -5574478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5574481.000000 Penalty: 3554.972900
	Iteration 27Q: 3 clusters Score -5574481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5574484.000000 Penalty: 3554.972900
	Iteration 28Q: 3 clusters Score -5574484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5574478.500000 Penalty: 3554.972900
	Iteration 29Q: 3 clusters Score -5574478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5574481.500000 Penalty: 3554.972900
	Iteration 30Q: 3 clusters Score -5574482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5574482.500000 Penalty: 3554.972900
	Iteration 31Q: 3 clusters Score -5574482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5574482.500000 Penalty: 3554.972900
	Iteration 32F: 3 clusters Score -5574482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -192943.875000 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -192943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190901.109375 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -190901.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -191344.937500 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -191344.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -191453.078125 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -191453.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -191508.593750 Penalty: 2466.862793
	Iteration 3Q: 3 clusters Score -191508.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -191560.015625 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -191560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -191598.703125 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -191598.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191637.437500 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -191637.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -191664.078125 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -191664.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -191684.828125 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -191684.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -191708.656250 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -191708.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -191737.703125 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -191737.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -191775.343750 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -191775.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -191801.328125 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -191801.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -191823.203125 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -191823.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -191846.062500 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -191846.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -191869.843750 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -191869.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -191890.078125 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -191890.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -191914.390625 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -191914.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191937.593750 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -191937.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -191966.203125 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -191966.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -191998.843750 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -191998.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -192037.421875 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -192037.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -192062.500000 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -192062.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -192086.015625 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -192086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -192106.125000 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -192106.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -192123.609375 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -192123.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -192128.203125 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -192128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -192133.718750 Penalty: 2466.862793
	Iteration 27Q: 3 clusters Score -192133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -192137.843750 Penalty: 2466.862793
	Iteration 28Q: 3 clusters Score -192137.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -192144.812500 Penalty: 2466.862793
	Iteration 29Q: 3 clusters Score -192144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -192152.796875 Penalty: 2466.862793
	Iteration 30Q: 3 clusters Score -192152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -192157.218750 Penalty: 2466.862793
	Iteration 31Q: 3 clusters Score -192157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -192158.125000 Penalty: 2466.862793
	Iteration 32Q: 3 clusters Score -192158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -192160.062500 Penalty: 2466.862793
	Iteration 33Q: 3 clusters Score -192160.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -192160.859375 Penalty: 2466.862793
	Iteration 34Q: 3 clusters Score -192160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -192163.343750 Penalty: 2466.862793
	Iteration 35Q: 3 clusters Score -192163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -192164.390625 Penalty: 2466.862793
	Iteration 36Q: 3 clusters Score -192164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -192166.640625 Penalty: 2466.862793
	Iteration 37Q: 3 clusters Score -192166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -192169.140625 Penalty: 2466.862793
	Iteration 38Q: 3 clusters Score -192169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -192171.390625 Penalty: 2466.862793
	Iteration 39Q: 3 clusters Score -192171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -192172.328125 Penalty: 2466.862793
	Iteration 40F: 3 clusters Score -192172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -192173.406250 Penalty: 2466.862793
	Iteration 41Q: 3 clusters Score -192173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -192173.406250 Penalty: 2466.862793
	Iteration 42F: 3 clusters Score -192173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (291166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291166 members 
Entering Unmasked Estep 
Score: -29509850.000000 Penalty: 2044.517944
	Iteration 0F: 2 clusters Score -2.950985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145703 members 
Mstep: Class 2 contains 145463 members 
Entering Unmasked Estep 
Score: -29318524.000000 Penalty: 4089.035889
	Iteration 0F: 3 clusters Score -2.931852e+07 nChanged 141752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 142307 members 
Entering Unmasked Estep 
Score: -29403106.000000 Penalty: 4089.035889
	Iteration 1F: 3 clusters Score -2.940311e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 141069 members 
Entering Unmasked Estep 
Score: -29405194.000000 Penalty: 4089.035889
	Iteration 2Q: 3 clusters Score -2.940519e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Mstep: Class 2 contains 139059 members 
Entering Unmasked Estep 
Score: -29408358.000000 Penalty: 4089.035889
	Iteration 3Q: 3 clusters Score -2.940836e+07 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154960 members 
Mstep: Class 2 contains 136206 members 
Entering Unmasked Estep 
Score: -29412914.000000 Penalty: 4089.035889
	Iteration 4Q: 3 clusters Score -2.941291e+07 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158974 members 
Mstep: Class 2 contains 132192 members 
Entering Unmasked Estep 
Score: -29419464.000000 Penalty: 4089.035889
	Iteration 5Q: 3 clusters Score -2.941946e+07 nChanged 15948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164154 members 
Mstep: Class 2 contains 127012 members 
Entering Unmasked Estep 
Score: -29429322.000000 Penalty: 4089.035889
	Iteration 6F: 3 clusters Score -2.942932e+07 nChanged 18133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169997 members 
Mstep: Class 2 contains 121169 members 
Entering Unmasked Estep 
Score: -29441700.000000 Penalty: 4089.035889
	Iteration 7F: 3 clusters Score -2.94417e+07 nChanged 18736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175569 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -29455148.000000 Penalty: 4089.035889
	Iteration 8F: 3 clusters Score -2.945515e+07 nChanged 17047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179880 members 
Mstep: Class 2 contains 111286 members 
Entering Unmasked Estep 
Score: -29466258.000000 Penalty: 4089.035889
	Iteration 9F: 3 clusters Score -2.946626e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182870 members 
Mstep: Class 2 contains 108296 members 
Entering Unmasked Estep 
Score: -29473386.000000 Penalty: 4089.035889
	Iteration 10Q: 3 clusters Score -2.947339e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185203 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -29476590.000000 Penalty: 4089.035889
	Iteration 11Q: 3 clusters Score -2.947659e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187092 members 
Mstep: Class 2 contains 104074 members 
Entering Unmasked Estep 
Score: -29478280.000000 Penalty: 4089.035889
	Iteration 12Q: 3 clusters Score -2.947828e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188845 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -29479532.000000 Penalty: 4089.035889
	Iteration 13Q: 3 clusters Score -2.947953e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190516 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -29480418.000000 Penalty: 4089.035889
	Iteration 14Q: 3 clusters Score -2.948042e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192358 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -29481208.000000 Penalty: 4089.035889
	Iteration 15Q: 3 clusters Score -2.948121e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194277 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -29482050.000000 Penalty: 4089.035889
	Iteration 16Q: 3 clusters Score -2.948205e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196320 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -29482982.000000 Penalty: 4089.035889
	Iteration 17Q: 3 clusters Score -2.948298e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198467 members 
Mstep: Class 2 contains 92699 members 
Entering Unmasked Estep 
Score: -29483976.000000 Penalty: 4089.035889
	Iteration 18Q: 3 clusters Score -2.948398e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200792 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -29485044.000000 Penalty: 4089.035889
	Iteration 19Q: 3 clusters Score -2.948504e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203195 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -29485656.000000 Penalty: 4089.035889
	Iteration 20F: 3 clusters Score -2.948566e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205636 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -29486332.000000 Penalty: 4089.035889
	Iteration 21Q: 3 clusters Score -2.948633e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208145 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -29486948.000000 Penalty: 4089.035889
	Iteration 22Q: 3 clusters Score -2.948695e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210646 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -29487606.000000 Penalty: 4089.035889
	Iteration 23Q: 3 clusters Score -2.948761e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213143 members 
Mstep: Class 2 contains 78023 members 
Entering Unmasked Estep 
Score: -29488338.000000 Penalty: 4089.035889
	Iteration 24Q: 3 clusters Score -2.948834e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215642 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -29489018.000000 Penalty: 4089.035889
	Iteration 25Q: 3 clusters Score -2.948902e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218107 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -29489784.000000 Penalty: 4089.035889
	Iteration 26Q: 3 clusters Score -2.948978e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220594 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -29490396.000000 Penalty: 4089.035889
	Iteration 27Q: 3 clusters Score -2.94904e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223056 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -29490854.000000 Penalty: 4089.035889
	Iteration 28Q: 3 clusters Score -2.949085e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225498 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -29491454.000000 Penalty: 4089.035889
	Iteration 29Q: 3 clusters Score -2.949145e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227934 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -29491988.000000 Penalty: 4089.035889
	Iteration 30Q: 3 clusters Score -2.949199e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230328 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -29492392.000000 Penalty: 4089.035889
	Iteration 31Q: 3 clusters Score -2.949239e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232720 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -29492844.000000 Penalty: 4089.035889
	Iteration 32Q: 3 clusters Score -2.949284e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235155 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -29493486.000000 Penalty: 4089.035889
	Iteration 33Q: 3 clusters Score -2.949349e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237568 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -29494096.000000 Penalty: 4089.035889
	Iteration 34Q: 3 clusters Score -2.94941e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239998 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -29494682.000000 Penalty: 4089.035889
	Iteration 35Q: 3 clusters Score -2.949468e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242472 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -29495248.000000 Penalty: 4089.035889
	Iteration 36Q: 3 clusters Score -2.949525e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244817 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -29495836.000000 Penalty: 4089.035889
	Iteration 37Q: 3 clusters Score -2.949584e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247123 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -29496458.000000 Penalty: 4089.035889
	Iteration 38Q: 3 clusters Score -2.949646e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249413 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -29497126.000000 Penalty: 4089.035889
	Iteration 39Q: 3 clusters Score -2.949713e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251735 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -29497666.000000 Penalty: 4089.035889
	Iteration 40F: 3 clusters Score -2.949767e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254107 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -29498390.000000 Penalty: 4089.035889
	Iteration 41Q: 3 clusters Score -2.949839e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256562 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -29499224.000000 Penalty: 4089.035889
	Iteration 42Q: 3 clusters Score -2.949922e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259017 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -29500088.000000 Penalty: 4089.035889
	Iteration 43Q: 3 clusters Score -2.950009e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261433 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -29500816.000000 Penalty: 4089.035889
	Iteration 44Q: 3 clusters Score -2.950082e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263821 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -29501652.000000 Penalty: 4089.035889
	Iteration 45Q: 3 clusters Score -2.950165e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266034 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -29502372.000000 Penalty: 4089.035889
	Iteration 46Q: 3 clusters Score -2.950237e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268180 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -29503198.000000 Penalty: 4089.035889
	Iteration 47Q: 3 clusters Score -2.95032e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270171 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -29503872.000000 Penalty: 4089.035889
	Iteration 48Q: 3 clusters Score -2.950387e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271989 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -29504362.000000 Penalty: 4089.035889
	Iteration 49Q: 3 clusters Score -2.950436e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273705 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -29504968.000000 Penalty: 4089.035889
	Iteration 50Q: 3 clusters Score -2.950497e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275221 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -29505434.000000 Penalty: 4089.035889
	Iteration 51Q: 3 clusters Score -2.950543e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276604 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -29506008.000000 Penalty: 4089.035889
	Iteration 52Q: 3 clusters Score -2.950601e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277863 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -29506340.000000 Penalty: 4089.035889
	Iteration 53Q: 3 clusters Score -2.950634e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279007 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -29506908.000000 Penalty: 4089.035889
	Iteration 54Q: 3 clusters Score -2.950691e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280042 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -29507350.000000 Penalty: 4089.035889
	Iteration 55Q: 3 clusters Score -2.950735e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280990 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -29507526.000000 Penalty: 4089.035889
	Iteration 56Q: 3 clusters Score -2.950753e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281802 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -29507752.000000 Penalty: 4089.035889
	Iteration 57Q: 3 clusters Score -2.950775e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282515 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -29507904.000000 Penalty: 4089.035889
	Iteration 58Q: 3 clusters Score -2.95079e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283140 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -29508144.000000 Penalty: 4089.035889
	Iteration 59Q: 3 clusters Score -2.950814e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283682 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -29508254.000000 Penalty: 4089.035889
	Iteration 60F: 3 clusters Score -2.950825e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284186 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -29508364.000000 Penalty: 4089.035889
	Iteration 61Q: 3 clusters Score -2.950836e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284635 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -29508568.000000 Penalty: 4089.035889
	Iteration 62Q: 3 clusters Score -2.950857e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285006 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -29508682.000000 Penalty: 4089.035889
	Iteration 63Q: 3 clusters Score -2.950868e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285311 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -29508684.000000 Penalty: 4089.035889
	Iteration 64Q: 3 clusters Score -2.950868e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285587 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -29508790.000000 Penalty: 4089.035889
	Iteration 65Q: 3 clusters Score -2.950879e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285783 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -29508774.000000 Penalty: 4089.035889
	Iteration 66Q: 3 clusters Score -2.950877e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285962 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -29508772.000000 Penalty: 4089.035889
	Iteration 67Q: 3 clusters Score -2.950877e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286138 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -29508874.000000 Penalty: 4089.035889
	Iteration 68Q: 3 clusters Score -2.950887e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286270 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -29508934.000000 Penalty: 4089.035889
	Iteration 69Q: 3 clusters Score -2.950893e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286402 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -29508908.000000 Penalty: 4089.035889
	Iteration 70Q: 3 clusters Score -2.950891e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286528 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -29508912.000000 Penalty: 4089.035889
	Iteration 71Q: 3 clusters Score -2.950891e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286648 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -29508922.000000 Penalty: 4089.035889
	Iteration 72Q: 3 clusters Score -2.950892e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286751 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -29508968.000000 Penalty: 4089.035889
	Iteration 73Q: 3 clusters Score -2.950897e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286843 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -29508968.000000 Penalty: 4089.035889
	Iteration 74Q: 3 clusters Score -2.950897e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286923 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -29508998.000000 Penalty: 4089.035889
	Iteration 75Q: 3 clusters Score -2.9509e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286997 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -29509026.000000 Penalty: 4089.035889
	Iteration 76Q: 3 clusters Score -2.950903e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287075 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -29509110.000000 Penalty: 4089.035889
	Iteration 77Q: 3 clusters Score -2.950911e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287144 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -29509060.000000 Penalty: 4089.035889
	Iteration 78Q: 3 clusters Score -2.950906e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287195 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -29509046.000000 Penalty: 4089.035889
	Iteration 79Q: 3 clusters Score -2.950905e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287253 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -29509070.000000 Penalty: 4089.035889
	Iteration 80F: 3 clusters Score -2.950907e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287316 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -29509070.000000 Penalty: 4089.035889
	Iteration 81Q: 3 clusters Score -2.950907e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287374 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -29509036.000000 Penalty: 4089.035889
	Iteration 82Q: 3 clusters Score -2.950904e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287424 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -29509072.000000 Penalty: 4089.035889
	Iteration 83Q: 3 clusters Score -2.950907e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287466 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -29509040.000000 Penalty: 4089.035889
	Iteration 84Q: 3 clusters Score -2.950904e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287502 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -29509060.000000 Penalty: 4089.035889
	Iteration 85Q: 3 clusters Score -2.950906e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287537 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -29509060.000000 Penalty: 4089.035889
	Iteration 86Q: 3 clusters Score -2.950906e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287561 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -29509042.000000 Penalty: 4089.035889
	Iteration 87Q: 3 clusters Score -2.950904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287579 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -29509036.000000 Penalty: 4089.035889
	Iteration 88Q: 3 clusters Score -2.950904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287590 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -29509014.000000 Penalty: 4089.035889
	Iteration 89Q: 3 clusters Score -2.950901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287601 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -29509012.000000 Penalty: 4089.035889
	Iteration 90Q: 3 clusters Score -2.950901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287615 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -29509000.000000 Penalty: 4089.035889
	Iteration 91Q: 3 clusters Score -2.9509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287627 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -29509014.000000 Penalty: 4089.035889
	Iteration 92Q: 3 clusters Score -2.950901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287633 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -29509032.000000 Penalty: 4089.035889
	Iteration 93Q: 3 clusters Score -2.950903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287646 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -29509030.000000 Penalty: 4089.035889
	Iteration 94Q: 3 clusters Score -2.950903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287662 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -29509052.000000 Penalty: 4089.035889
	Iteration 95Q: 3 clusters Score -2.950905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287679 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -29509026.000000 Penalty: 4089.035889
	Iteration 96Q: 3 clusters Score -2.950903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287702 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -29509036.000000 Penalty: 4089.035889
	Iteration 97Q: 3 clusters Score -2.950904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287724 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -29509070.000000 Penalty: 4089.035889
	Iteration 98Q: 3 clusters Score -2.950907e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287744 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -29509072.000000 Penalty: 4089.035889
	Iteration 99Q: 3 clusters Score -2.950907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287756 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -29509054.000000 Penalty: 4089.035889
	Iteration 100F: 3 clusters Score -2.950905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287770 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -29509050.000000 Penalty: 4089.035889
	Iteration 101Q: 3 clusters Score -2.950905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287785 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -29509050.000000 Penalty: 4089.035889
	Iteration 102Q: 3 clusters Score -2.950905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287797 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -29509050.000000 Penalty: 4089.035889
	Iteration 103Q: 3 clusters Score -2.950905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287803 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -29509054.000000 Penalty: 4089.035889
	Iteration 104Q: 3 clusters Score -2.950905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287813 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -29509072.000000 Penalty: 4089.035889
	Iteration 105Q: 3 clusters Score -2.950907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287819 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -29509072.000000 Penalty: 4089.035889
	Iteration 106Q: 3 clusters Score -2.950907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287825 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -29509068.000000 Penalty: 4089.035889
	Iteration 107Q: 3 clusters Score -2.950907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287832 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -29509084.000000 Penalty: 4089.035889
	Iteration 108Q: 3 clusters Score -2.950908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287839 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -29509072.000000 Penalty: 4089.035889
	Iteration 109Q: 3 clusters Score -2.950907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287846 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -29509068.000000 Penalty: 4089.035889
	Iteration 110Q: 3 clusters Score -2.950907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287848 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -29509068.000000 Penalty: 4089.035889
	Iteration 111Q: 3 clusters Score -2.950907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287852 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -29509058.000000 Penalty: 4089.035889
	Iteration 112Q: 3 clusters Score -2.950906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287857 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -29509070.000000 Penalty: 4089.035889
	Iteration 113Q: 3 clusters Score -2.950907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287858 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -29509058.000000 Penalty: 4089.035889
	Iteration 114Q: 3 clusters Score -2.950906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287862 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -29509086.000000 Penalty: 4089.035889
	Iteration 115Q: 3 clusters Score -2.950909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287865 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -29509074.000000 Penalty: 4089.035889
	Iteration 116Q: 3 clusters Score -2.950907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287866 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -29509072.000000 Penalty: 4089.035889
	Iteration 117Q: 3 clusters Score -2.950907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287866 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -29509070.000000 Penalty: 4089.035889
	Iteration 118Q: 3 clusters Score -2.950907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287865 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -29509070.000000 Penalty: 4089.035889
	Iteration 119Q: 3 clusters Score -2.950907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287869 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -29509060.000000 Penalty: 4089.035889
	Iteration 120F: 3 clusters Score -2.950906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287873 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -29509064.000000 Penalty: 4089.035889
	Iteration 121Q: 3 clusters Score -2.950906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287875 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -29509060.000000 Penalty: 4089.035889
	Iteration 122Q: 3 clusters Score -2.950906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287877 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -29509070.000000 Penalty: 4089.035889
	Iteration 123Q: 3 clusters Score -2.950907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287877 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -29509074.000000 Penalty: 4089.035889
	Iteration 124Q: 3 clusters Score -2.950907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287877 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -29509074.000000 Penalty: 4089.035889
	Iteration 125F: 3 clusters Score -2.950907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Entering Unmasked Estep 
Score: -4640684.000000 Penalty: 1740.673462
	Iteration 0F: 2 clusters Score -4640684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4610618.000000 Penalty: 3481.346924
	Iteration 0F: 3 clusters Score -4610618 nChanged 21020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -4622193.000000 Penalty: 3481.346924
	Iteration 1F: 3 clusters Score -4622193 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -4622644.500000 Penalty: 3481.346924
	Iteration 2Q: 3 clusters Score -4622644 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -4623342.000000 Penalty: 3481.346924
	Iteration 3Q: 3 clusters Score -4623342 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -4624520.500000 Penalty: 3481.346924
	Iteration 4F: 3 clusters Score -4624520 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4626585.500000 Penalty: 3481.346924
	Iteration 5F: 3 clusters Score -4626586 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -4629806.500000 Penalty: 3481.346924
	Iteration 6F: 3 clusters Score -4629806 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -4633601.500000 Penalty: 3481.346924
	Iteration 7F: 3 clusters Score -4633602 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -4636567.500000 Penalty: 3481.346924
	Iteration 8F: 3 clusters Score -4636568 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -4638131.500000 Penalty: 3481.346924
	Iteration 9Q: 3 clusters Score -4638132 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -4638719.000000 Penalty: 3481.346924
	Iteration 10Q: 3 clusters Score -4638719 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -4638952.000000 Penalty: 3481.346924
	Iteration 11Q: 3 clusters Score -4638952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -4639043.000000 Penalty: 3481.346924
	Iteration 12Q: 3 clusters Score -4639043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -4639115.500000 Penalty: 3481.346924
	Iteration 13Q: 3 clusters Score -4639116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -4639141.500000 Penalty: 3481.346924
	Iteration 14Q: 3 clusters Score -4639142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -4639162.000000 Penalty: 3481.346924
	Iteration 15Q: 3 clusters Score -4639162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -4639180.500000 Penalty: 3481.346924
	Iteration 16Q: 3 clusters Score -4639180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -4639183.500000 Penalty: 3481.346924
	Iteration 17Q: 3 clusters Score -4639184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -4639193.500000 Penalty: 3481.346924
	Iteration 18Q: 3 clusters Score -4639194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -4639197.500000 Penalty: 3481.346924
	Iteration 19Q: 3 clusters Score -4639198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -4639199.500000 Penalty: 3481.346924
	Iteration 20F: 3 clusters Score -4639200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -4639200.500000 Penalty: 3481.346924
	Iteration 21Q: 3 clusters Score -4639200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -4639208.000000 Penalty: 3481.346924
	Iteration 22Q: 3 clusters Score -4639208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -4639211.000000 Penalty: 3481.346924
	Iteration 23Q: 3 clusters Score -4639211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -4639215.000000 Penalty: 3481.346924
	Iteration 24Q: 3 clusters Score -4639215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -4639223.500000 Penalty: 3481.346924
	Iteration 25Q: 3 clusters Score -4639224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -4639227.500000 Penalty: 3481.346924
	Iteration 26Q: 3 clusters Score -4639228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -4639231.000000 Penalty: 3481.346924
	Iteration 27Q: 3 clusters Score -4639231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -4639231.000000 Penalty: 3481.346924
	Iteration 28F: 3 clusters Score -4639231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -278172.156250 Penalty: 1276.903564
	Iteration 0F: 2 clusters Score -278172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -275684.062500 Penalty: 2553.807129
	Iteration 0F: 3 clusters Score -275684.1 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276198.875000 Penalty: 2553.807129
	Iteration 1F: 3 clusters Score -276198.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -276290.375000 Penalty: 2553.807129
	Iteration 2F: 3 clusters Score -276290.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -276349.750000 Penalty: 2553.807129
	Iteration 3Q: 3 clusters Score -276349.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -276391.281250 Penalty: 2553.807129
	Iteration 4Q: 3 clusters Score -276391.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -276424.156250 Penalty: 2553.807129
	Iteration 5Q: 3 clusters Score -276424.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -276450.531250 Penalty: 2553.807129
	Iteration 6Q: 3 clusters Score -276450.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -276468.562500 Penalty: 2553.807129
	Iteration 7Q: 3 clusters Score -276468.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -276486.625000 Penalty: 2553.807129
	Iteration 8Q: 3 clusters Score -276486.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -276505.937500 Penalty: 2553.807129
	Iteration 9Q: 3 clusters Score -276505.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -276521.437500 Penalty: 2553.807129
	Iteration 10Q: 3 clusters Score -276521.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -276537.843750 Penalty: 2553.807129
	Iteration 11Q: 3 clusters Score -276537.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -276548.500000 Penalty: 2553.807129
	Iteration 12Q: 3 clusters Score -276548.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -276553.031250 Penalty: 2553.807129
	Iteration 13Q: 3 clusters Score -276553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -276559.625000 Penalty: 2553.807129
	Iteration 14Q: 3 clusters Score -276559.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -276566.093750 Penalty: 2553.807129
	Iteration 15Q: 3 clusters Score -276566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -276567.656250 Penalty: 2553.807129
	Iteration 16Q: 3 clusters Score -276567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -276572.187500 Penalty: 2553.807129
	Iteration 17Q: 3 clusters Score -276572.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -276578.406250 Penalty: 2553.807129
	Iteration 18Q: 3 clusters Score -276578.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -276588.281250 Penalty: 2553.807129
	Iteration 19Q: 3 clusters Score -276588.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -276598.125000 Penalty: 2553.807129
	Iteration 20F: 3 clusters Score -276598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -276609.062500 Penalty: 2553.807129
	Iteration 21Q: 3 clusters Score -276609.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -276618.375000 Penalty: 2553.807129
	Iteration 22Q: 3 clusters Score -276618.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -276627.125000 Penalty: 2553.807129
	Iteration 23Q: 3 clusters Score -276627.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -276635.312500 Penalty: 2553.807129
	Iteration 24Q: 3 clusters Score -276635.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -276647.218750 Penalty: 2553.807129
	Iteration 25Q: 3 clusters Score -276647.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -276660.906250 Penalty: 2553.807129
	Iteration 26Q: 3 clusters Score -276660.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -276672.906250 Penalty: 2553.807129
	Iteration 27Q: 3 clusters Score -276672.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -276688.718750 Penalty: 2553.807129
	Iteration 28Q: 3 clusters Score -276688.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -276704.125000 Penalty: 2553.807129
	Iteration 29Q: 3 clusters Score -276704.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -276721.750000 Penalty: 2553.807129
	Iteration 30Q: 3 clusters Score -276721.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -276737.593750 Penalty: 2553.807129
	Iteration 31Q: 3 clusters Score -276737.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -276753.187500 Penalty: 2553.807129
	Iteration 32Q: 3 clusters Score -276753.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -276768.531250 Penalty: 2553.807129
	Iteration 33Q: 3 clusters Score -276768.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -276789.000000 Penalty: 2553.807129
	Iteration 34Q: 3 clusters Score -276789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -276807.500000 Penalty: 2553.807129
	Iteration 35Q: 3 clusters Score -276807.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -276829.593750 Penalty: 2553.807129
	Iteration 36Q: 3 clusters Score -276829.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -276847.875000 Penalty: 2553.807129
	Iteration 37Q: 3 clusters Score -276847.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -276867.812500 Penalty: 2553.807129
	Iteration 38Q: 3 clusters Score -276867.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -276882.718750 Penalty: 2553.807129
	Iteration 39Q: 3 clusters Score -276882.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -276896.968750 Penalty: 2553.807129
	Iteration 40F: 3 clusters Score -276897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -276904.875000 Penalty: 2553.807129
	Iteration 41Q: 3 clusters Score -276904.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -276908.843750 Penalty: 2553.807129
	Iteration 42Q: 3 clusters Score -276908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -276912.312500 Penalty: 2553.807129
	Iteration 43Q: 3 clusters Score -276912.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -276916.562500 Penalty: 2553.807129
	Iteration 44Q: 3 clusters Score -276916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -276920.843750 Penalty: 2553.807129
	Iteration 45Q: 3 clusters Score -276920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -276926.250000 Penalty: 2553.807129
	Iteration 46Q: 3 clusters Score -276926.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -276933.687500 Penalty: 2553.807129
	Iteration 47Q: 3 clusters Score -276933.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -276940.531250 Penalty: 2553.807129
	Iteration 48Q: 3 clusters Score -276940.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -276946.968750 Penalty: 2553.807129
	Iteration 49Q: 3 clusters Score -276947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -276951.500000 Penalty: 2553.807129
	Iteration 50Q: 3 clusters Score -276951.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -276957.500000 Penalty: 2553.807129
	Iteration 51Q: 3 clusters Score -276957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -276962.437500 Penalty: 2553.807129
	Iteration 52Q: 3 clusters Score -276962.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -276971.281250 Penalty: 2553.807129
	Iteration 53Q: 3 clusters Score -276971.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -276973.437500 Penalty: 2553.807129
	Iteration 54Q: 3 clusters Score -276973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -276977.687500 Penalty: 2553.807129
	Iteration 55Q: 3 clusters Score -276977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -276982.875000 Penalty: 2553.807129
	Iteration 56Q: 3 clusters Score -276982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -276986.531250 Penalty: 2553.807129
	Iteration 57Q: 3 clusters Score -276986.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -276989.375000 Penalty: 2553.807129
	Iteration 58Q: 3 clusters Score -276989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -276991.875000 Penalty: 2553.807129
	Iteration 59Q: 3 clusters Score -276991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -276994.000000 Penalty: 2553.807129
	Iteration 60F: 3 clusters Score -276994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -276999.500000 Penalty: 2553.807129
	Iteration 61Q: 3 clusters Score -276999.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -277006.312500 Penalty: 2553.807129
	Iteration 62Q: 3 clusters Score -277006.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -277016.718750 Penalty: 2553.807129
	Iteration 63Q: 3 clusters Score -277016.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -277024.000000 Penalty: 2553.807129
	Iteration 64Q: 3 clusters Score -277024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -277027.218750 Penalty: 2553.807129
	Iteration 65Q: 3 clusters Score -277027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -277032.281250 Penalty: 2553.807129
	Iteration 66Q: 3 clusters Score -277032.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -277035.656250 Penalty: 2553.807129
	Iteration 67Q: 3 clusters Score -277035.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -277042.968750 Penalty: 2553.807129
	Iteration 68Q: 3 clusters Score -277043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -277046.437500 Penalty: 2553.807129
	Iteration 69Q: 3 clusters Score -277046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -277048.500000 Penalty: 2553.807129
	Iteration 70Q: 3 clusters Score -277048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -277050.750000 Penalty: 2553.807129
	Iteration 71Q: 3 clusters Score -277050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -277050.750000 Penalty: 2553.807129
	Iteration 72F: 3 clusters Score -277050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25442 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58035 members 
Mstep: Class 6 contains 287867 members 
Mstep: Class 7 contains 48007 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56296 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291166 members 
Mstep: Class 18 contains 44884 members 
Mstep: Class 20 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140456.000000 Penalty: 33526.671875
Iteration 239Q: 16 clusters Score -9.414046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 25443 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58040 members 
Mstep: Class 6 contains 287875 members 
Mstep: Class 7 contains 48002 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56298 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291156 members 
Mstep: Class 18 contains 44883 members 
Mstep: Class 20 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140400.000000 Penalty: 33526.671875
Iteration 240F: 16 clusters Score -9.41404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 25443 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58043 members 
Mstep: Class 6 contains 287874 members 
Mstep: Class 7 contains 48002 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56299 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291148 members 
Mstep: Class 18 contains 44883 members 
Mstep: Class 20 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140416.000000 Penalty: 33526.671875
Iteration 241Q: 16 clusters Score -9.414042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 25445 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58051 members 
Mstep: Class 6 contains 287874 members 
Mstep: Class 7 contains 48000 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56299 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291145 members 
Mstep: Class 18 contains 44883 members 
Mstep: Class 20 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140368.000000 Penalty: 33526.671875
Iteration 242Q: 16 clusters Score -9.414037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 25445 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58057 members 
Mstep: Class 6 contains 287877 members 
Mstep: Class 7 contains 47998 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56299 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291142 members 
Mstep: Class 18 contains 44883 members 
Mstep: Class 20 contains 2587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140376.000000 Penalty: 33526.671875
Iteration 243Q: 16 clusters Score -9.414038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 25445 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58062 members 
Mstep: Class 6 contains 287881 members 
Mstep: Class 7 contains 47995 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 56298 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291139 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140392.000000 Penalty: 33526.671875
Iteration 244Q: 16 clusters Score -9.414039e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 25445 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58065 members 
Mstep: Class 6 contains 287881 members 
Mstep: Class 7 contains 47990 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 56298 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291139 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140448.000000 Penalty: 33526.671875
Iteration 245Q: 16 clusters Score -9.414045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25446 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58069 members 
Mstep: Class 6 contains 287880 members 
Mstep: Class 7 contains 47985 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5505 members 
Mstep: Class 11 contains 56297 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291137 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140400.000000 Penalty: 33526.671875
Iteration 246Q: 16 clusters Score -9.41404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25446 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58070 members 
Mstep: Class 6 contains 287880 members 
Mstep: Class 7 contains 47985 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 56295 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291135 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 247Q: 16 clusters Score -9.414041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25446 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58071 members 
Mstep: Class 6 contains 287882 members 
Mstep: Class 7 contains 47984 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 56293 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291132 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140384.000000 Penalty: 33526.671875
Iteration 248Q: 16 clusters Score -9.414038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25447 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58070 members 
Mstep: Class 6 contains 287881 members 
Mstep: Class 7 contains 47982 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 56296 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291129 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140432.000000 Penalty: 33526.671875
Iteration 249Q: 16 clusters Score -9.414043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 25447 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58071 members 
Mstep: Class 6 contains 287881 members 
Mstep: Class 7 contains 47982 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 56296 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291128 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140400.000000 Penalty: 33526.671875
Iteration 250Q: 16 clusters Score -9.41404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25447 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58071 members 
Mstep: Class 6 contains 287881 members 
Mstep: Class 7 contains 47982 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 56298 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291121 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140432.000000 Penalty: 33526.671875
Iteration 251Q: 16 clusters Score -9.414043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25448 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58071 members 
Mstep: Class 6 contains 287874 members 
Mstep: Class 7 contains 47982 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 5521 members 
Mstep: Class 11 contains 56301 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291120 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 252Q: 16 clusters Score -9.414041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25448 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58071 members 
Mstep: Class 6 contains 287871 members 
Mstep: Class 7 contains 47980 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 56297 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291120 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140440.000000 Penalty: 33526.671875
Iteration 253Q: 16 clusters Score -9.414044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25448 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58071 members 
Mstep: Class 6 contains 287874 members 
Mstep: Class 7 contains 47978 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 11 contains 56298 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291114 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140384.000000 Penalty: 33526.671875
Iteration 254Q: 16 clusters Score -9.414038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287876 members 
Mstep: Class 7 contains 47972 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 56300 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291111 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140392.000000 Penalty: 33526.671875
Iteration 255Q: 16 clusters Score -9.414039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58071 members 
Mstep: Class 6 contains 287883 members 
Mstep: Class 7 contains 47969 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291104 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 256Q: 16 clusters Score -9.414041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287886 members 
Mstep: Class 7 contains 47968 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 56305 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291098 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 257Q: 16 clusters Score -9.414041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287891 members 
Mstep: Class 7 contains 47967 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5538 members 
Mstep: Class 11 contains 56304 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291093 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140400.000000 Penalty: 33526.671875
Iteration 258Q: 16 clusters Score -9.41404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287891 members 
Mstep: Class 7 contains 47967 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5538 members 
Mstep: Class 11 contains 56305 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291093 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140376.000000 Penalty: 33526.671875
Iteration 259Q: 16 clusters Score -9.414038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287890 members 
Mstep: Class 7 contains 47967 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 11 contains 56305 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291093 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140400.000000 Penalty: 33526.671875
Iteration 260F: 16 clusters Score -9.41404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287892 members 
Mstep: Class 7 contains 47967 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 56304 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291091 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140416.000000 Penalty: 33526.671875
Iteration 261Q: 16 clusters Score -9.414042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287892 members 
Mstep: Class 7 contains 47967 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 56303 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291091 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140416.000000 Penalty: 33526.671875
Iteration 262Q: 16 clusters Score -9.414042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287893 members 
Mstep: Class 7 contains 47967 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291091 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140400.000000 Penalty: 33526.671875
Iteration 263Q: 16 clusters Score -9.41404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287895 members 
Mstep: Class 7 contains 47967 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291089 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140400.000000 Penalty: 33526.671875
Iteration 264Q: 16 clusters Score -9.41404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287898 members 
Mstep: Class 7 contains 47967 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291086 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 265Q: 16 clusters Score -9.414041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287902 members 
Mstep: Class 7 contains 47966 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291082 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 266Q: 16 clusters Score -9.414041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 25451 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287903 members 
Mstep: Class 7 contains 47964 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291082 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 267Q: 16 clusters Score -9.414041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25451 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287903 members 
Mstep: Class 7 contains 47962 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291082 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140408.000000 Penalty: 33526.671875
Iteration 268Q: 16 clusters Score -9.414041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25451 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287902 members 
Mstep: Class 7 contains 47962 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21382 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291082 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140416.000000 Penalty: 33526.671875
Iteration 269Q: 16 clusters Score -9.414042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25451 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287901 members 
Mstep: Class 7 contains 47962 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291082 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140416.000000 Penalty: 33526.671875
Iteration 270Q: 16 clusters Score -9.414042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 25451 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 287901 members 
Mstep: Class 7 contains 47962 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 56302 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 291082 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 20 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -94140416.000000 Penalty: 33526.671875
Iteration 271F: 16 clusters Score -9.414042e+07 nChanged 0
Entering ConstructFrom: 
Score: -94140416.000000 Penalty: 33526.671875
Entering ConstructFrom: 
Trying to split cluster 1 (91715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91715 members 
Entering Unmasked Estep 
Score: -9500674.000000 Penalty: 1856.796753
	Iteration 0F: 2 clusters Score -9500674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -9439285.000000 Penalty: 3713.593506
	Iteration 0F: 3 clusters Score -9439285 nChanged 43861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -9465355.000000 Penalty: 3713.593506
	Iteration 1F: 3 clusters Score -9465355 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -9466627.000000 Penalty: 3713.593506
	Iteration 2Q: 3 clusters Score -9466627 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -9468760.000000 Penalty: 3713.593506
	Iteration 3Q: 3 clusters Score -9468760 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -9472747.000000 Penalty: 3713.593506
	Iteration 4F: 3 clusters Score -9472747 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -9479264.000000 Penalty: 3713.593506
	Iteration 5F: 3 clusters Score -9479264 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -9487158.000000 Penalty: 3713.593506
	Iteration 6F: 3 clusters Score -9487158 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -9493590.000000 Penalty: 3713.593506
	Iteration 7F: 3 clusters Score -9493590 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9496948.000000 Penalty: 3713.593506
	Iteration 8Q: 3 clusters Score -9496948 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9498261.000000 Penalty: 3713.593506
	Iteration 9Q: 3 clusters Score -9498261 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9498673.000000 Penalty: 3713.593506
	Iteration 10Q: 3 clusters Score -9498673 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9498833.000000 Penalty: 3713.593506
	Iteration 11Q: 3 clusters Score -9498833 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91466 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9498937.000000 Penalty: 3713.593506
	Iteration 12Q: 3 clusters Score -9498937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9498971.000000 Penalty: 3713.593506
	Iteration 13Q: 3 clusters Score -9498971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9499000.000000 Penalty: 3713.593506
	Iteration 14Q: 3 clusters Score -9499000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9499004.000000 Penalty: 3713.593506
	Iteration 15Q: 3 clusters Score -9499004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9499005.000000 Penalty: 3713.593506
	Iteration 16Q: 3 clusters Score -9499005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91506 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9499009.000000 Penalty: 3713.593506
	Iteration 17Q: 3 clusters Score -9499009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9499019.000000 Penalty: 3713.593506
	Iteration 18Q: 3 clusters Score -9499019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9499020.000000 Penalty: 3713.593506
	Iteration 19Q: 3 clusters Score -9499020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9499026.000000 Penalty: 3713.593506
	Iteration 20F: 3 clusters Score -9499026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9499029.000000 Penalty: 3713.593506
	Iteration 21Q: 3 clusters Score -9499029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9499036.000000 Penalty: 3713.593506
	Iteration 22Q: 3 clusters Score -9499036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9499034.000000 Penalty: 3713.593506
	Iteration 23Q: 3 clusters Score -9499034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9499036.000000 Penalty: 3713.593506
	Iteration 24Q: 3 clusters Score -9499036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9499036.000000 Penalty: 3713.593506
	Iteration 25Q: 3 clusters Score -9499036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9499039.000000 Penalty: 3713.593506
	Iteration 26Q: 3 clusters Score -9499039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9499039.000000 Penalty: 3713.593506
	Iteration 27F: 3 clusters Score -9499039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Entering Unmasked Estep 
Score: -2638478.250000 Penalty: 1648.482910
	Iteration 0F: 2 clusters Score -2638478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2621319.500000 Penalty: 3296.965820
	Iteration 0F: 3 clusters Score -2621320 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2627606.250000 Penalty: 3296.965820
	Iteration 1F: 3 clusters Score -2627606 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2628084.250000 Penalty: 3296.965820
	Iteration 2Q: 3 clusters Score -2628084 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2628582.000000 Penalty: 3296.965820
	Iteration 3Q: 3 clusters Score -2628582 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2629110.250000 Penalty: 3296.965820
	Iteration 4Q: 3 clusters Score -2629110 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2629690.000000 Penalty: 3296.965820
	Iteration 5Q: 3 clusters Score -2629690 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2630318.500000 Penalty: 3296.965820
	Iteration 6Q: 3 clusters Score -2630318 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2631078.250000 Penalty: 3296.965820
	Iteration 7Q: 3 clusters Score -2631078 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2631908.750000 Penalty: 3296.965820
	Iteration 8F: 3 clusters Score -2631909 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2632698.250000 Penalty: 3296.965820
	Iteration 9F: 3 clusters Score -2632698 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2633286.750000 Penalty: 3296.965820
	Iteration 10Q: 3 clusters Score -2633287 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2633628.250000 Penalty: 3296.965820
	Iteration 11Q: 3 clusters Score -2633628 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2633807.750000 Penalty: 3296.965820
	Iteration 12Q: 3 clusters Score -2633808 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2633931.000000 Penalty: 3296.965820
	Iteration 13Q: 3 clusters Score -2633931 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2634028.000000 Penalty: 3296.965820
	Iteration 14Q: 3 clusters Score -2634028 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2634096.750000 Penalty: 3296.965820
	Iteration 15Q: 3 clusters Score -2634097 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2634150.500000 Penalty: 3296.965820
	Iteration 16Q: 3 clusters Score -2634150 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2634218.250000 Penalty: 3296.965820
	Iteration 17Q: 3 clusters Score -2634218 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2634294.250000 Penalty: 3296.965820
	Iteration 18Q: 3 clusters Score -2634294 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2634358.750000 Penalty: 3296.965820
	Iteration 19Q: 3 clusters Score -2634359 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2634449.500000 Penalty: 3296.965820
	Iteration 20F: 3 clusters Score -2634450 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2634531.500000 Penalty: 3296.965820
	Iteration 21Q: 3 clusters Score -2634532 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2634609.500000 Penalty: 3296.965820
	Iteration 22Q: 3 clusters Score -2634610 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2634687.000000 Penalty: 3296.965820
	Iteration 23Q: 3 clusters Score -2634687 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2634762.500000 Penalty: 3296.965820
	Iteration 24Q: 3 clusters Score -2634762 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2634836.750000 Penalty: 3296.965820
	Iteration 25Q: 3 clusters Score -2634837 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2634932.500000 Penalty: 3296.965820
	Iteration 26Q: 3 clusters Score -2634932 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2635033.500000 Penalty: 3296.965820
	Iteration 27Q: 3 clusters Score -2635034 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2635152.250000 Penalty: 3296.965820
	Iteration 28Q: 3 clusters Score -2635152 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2635269.000000 Penalty: 3296.965820
	Iteration 29Q: 3 clusters Score -2635269 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2635408.500000 Penalty: 3296.965820
	Iteration 30Q: 3 clusters Score -2635408 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2635559.250000 Penalty: 3296.965820
	Iteration 31Q: 3 clusters Score -2635559 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2635699.500000 Penalty: 3296.965820
	Iteration 32Q: 3 clusters Score -2635700 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2635870.500000 Penalty: 3296.965820
	Iteration 33Q: 3 clusters Score -2635870 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2636040.500000 Penalty: 3296.965820
	Iteration 34Q: 3 clusters Score -2636040 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2636165.250000 Penalty: 3296.965820
	Iteration 35Q: 3 clusters Score -2636165 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2636294.750000 Penalty: 3296.965820
	Iteration 36Q: 3 clusters Score -2636295 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2636404.500000 Penalty: 3296.965820
	Iteration 37Q: 3 clusters Score -2636404 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2636510.250000 Penalty: 3296.965820
	Iteration 38Q: 3 clusters Score -2636510 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2636594.500000 Penalty: 3296.965820
	Iteration 39Q: 3 clusters Score -2636594 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2636678.500000 Penalty: 3296.965820
	Iteration 40F: 3 clusters Score -2636678 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2636744.500000 Penalty: 3296.965820
	Iteration 41Q: 3 clusters Score -2636744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2636803.500000 Penalty: 3296.965820
	Iteration 42Q: 3 clusters Score -2636804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2636849.750000 Penalty: 3296.965820
	Iteration 43Q: 3 clusters Score -2636850 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2636884.000000 Penalty: 3296.965820
	Iteration 44Q: 3 clusters Score -2636884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2636910.500000 Penalty: 3296.965820
	Iteration 45Q: 3 clusters Score -2636910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2636926.000000 Penalty: 3296.965820
	Iteration 46Q: 3 clusters Score -2636926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2636943.750000 Penalty: 3296.965820
	Iteration 47Q: 3 clusters Score -2636944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2636958.750000 Penalty: 3296.965820
	Iteration 48Q: 3 clusters Score -2636959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2636976.500000 Penalty: 3296.965820
	Iteration 49Q: 3 clusters Score -2636976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2636986.750000 Penalty: 3296.965820
	Iteration 50Q: 3 clusters Score -2636987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2637000.750000 Penalty: 3296.965820
	Iteration 51Q: 3 clusters Score -2637001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2637004.250000 Penalty: 3296.965820
	Iteration 52Q: 3 clusters Score -2637004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2637015.750000 Penalty: 3296.965820
	Iteration 53Q: 3 clusters Score -2637016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2637021.500000 Penalty: 3296.965820
	Iteration 54Q: 3 clusters Score -2637022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2637023.250000 Penalty: 3296.965820
	Iteration 55Q: 3 clusters Score -2637023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2637030.000000 Penalty: 3296.965820
	Iteration 56Q: 3 clusters Score -2637030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2637035.000000 Penalty: 3296.965820
	Iteration 57Q: 3 clusters Score -2637035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2637040.000000 Penalty: 3296.965820
	Iteration 58Q: 3 clusters Score -2637040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2637052.750000 Penalty: 3296.965820
	Iteration 59Q: 3 clusters Score -2637053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2637061.250000 Penalty: 3296.965820
	Iteration 60F: 3 clusters Score -2637061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2637062.000000 Penalty: 3296.965820
	Iteration 61Q: 3 clusters Score -2637062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2637069.500000 Penalty: 3296.965820
	Iteration 62Q: 3 clusters Score -2637070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2637072.750000 Penalty: 3296.965820
	Iteration 63Q: 3 clusters Score -2637073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2637078.500000 Penalty: 3296.965820
	Iteration 64Q: 3 clusters Score -2637078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2637086.000000 Penalty: 3296.965820
	Iteration 65Q: 3 clusters Score -2637086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2637089.500000 Penalty: 3296.965820
	Iteration 66Q: 3 clusters Score -2637090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2637094.000000 Penalty: 3296.965820
	Iteration 67Q: 3 clusters Score -2637094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2637095.000000 Penalty: 3296.965820
	Iteration 68Q: 3 clusters Score -2637095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2637095.000000 Penalty: 3296.965820
	Iteration 69Q: 3 clusters Score -2637095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2637095.750000 Penalty: 3296.965820
	Iteration 70Q: 3 clusters Score -2637096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2637099.000000 Penalty: 3296.965820
	Iteration 71Q: 3 clusters Score -2637099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2637098.250000 Penalty: 3296.965820
	Iteration 72Q: 3 clusters Score -2637098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2637098.250000 Penalty: 3296.965820
	Iteration 73F: 3 clusters Score -2637098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Entering Unmasked Estep 
Score: -181391.531250 Penalty: 1222.916504
	Iteration 0F: 2 clusters Score -181391.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -179390.078125 Penalty: 2445.833008
	Iteration 0F: 3 clusters Score -179390.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -179794.953125 Penalty: 2445.833008
	Iteration 1F: 3 clusters Score -179795 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -179908.875000 Penalty: 2445.833008
	Iteration 2F: 3 clusters Score -179908.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -179992.515625 Penalty: 2445.833008
	Iteration 3F: 3 clusters Score -179992.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -180074.187500 Penalty: 2445.833008
	Iteration 4Q: 3 clusters Score -180074.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -180191.125000 Penalty: 2445.833008
	Iteration 5Q: 3 clusters Score -180191.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -180296.156250 Penalty: 2445.833008
	Iteration 6Q: 3 clusters Score -180296.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -180372.375000 Penalty: 2445.833008
	Iteration 7Q: 3 clusters Score -180372.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -180424.781250 Penalty: 2445.833008
	Iteration 8Q: 3 clusters Score -180424.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -180458.515625 Penalty: 2445.833008
	Iteration 9Q: 3 clusters Score -180458.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -180484.062500 Penalty: 2445.833008
	Iteration 10Q: 3 clusters Score -180484.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -180505.812500 Penalty: 2445.833008
	Iteration 11Q: 3 clusters Score -180505.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -180528.703125 Penalty: 2445.833008
	Iteration 12Q: 3 clusters Score -180528.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -180550.593750 Penalty: 2445.833008
	Iteration 13Q: 3 clusters Score -180550.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -180569.562500 Penalty: 2445.833008
	Iteration 14Q: 3 clusters Score -180569.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -180581.187500 Penalty: 2445.833008
	Iteration 15Q: 3 clusters Score -180581.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -180589.859375 Penalty: 2445.833008
	Iteration 16Q: 3 clusters Score -180589.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -180595.578125 Penalty: 2445.833008
	Iteration 17Q: 3 clusters Score -180595.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -180604.046875 Penalty: 2445.833008
	Iteration 18Q: 3 clusters Score -180604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -180610.812500 Penalty: 2445.833008
	Iteration 19Q: 3 clusters Score -180610.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -180621.359375 Penalty: 2445.833008
	Iteration 20F: 3 clusters Score -180621.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -180627.765625 Penalty: 2445.833008
	Iteration 21Q: 3 clusters Score -180627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -180631.453125 Penalty: 2445.833008
	Iteration 22Q: 3 clusters Score -180631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -180638.484375 Penalty: 2445.833008
	Iteration 23Q: 3 clusters Score -180638.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -180652.000000 Penalty: 2445.833008
	Iteration 24Q: 3 clusters Score -180652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -180662.734375 Penalty: 2445.833008
	Iteration 25Q: 3 clusters Score -180662.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -180668.765625 Penalty: 2445.833008
	Iteration 26Q: 3 clusters Score -180668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -180674.203125 Penalty: 2445.833008
	Iteration 27Q: 3 clusters Score -180674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -180676.703125 Penalty: 2445.833008
	Iteration 28Q: 3 clusters Score -180676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -180679.234375 Penalty: 2445.833008
	Iteration 29Q: 3 clusters Score -180679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -180680.703125 Penalty: 2445.833008
	Iteration 30Q: 3 clusters Score -180680.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -180682.328125 Penalty: 2445.833008
	Iteration 31Q: 3 clusters Score -180682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -180684.812500 Penalty: 2445.833008
	Iteration 32Q: 3 clusters Score -180684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -180687.203125 Penalty: 2445.833008
	Iteration 33Q: 3 clusters Score -180687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -180688.828125 Penalty: 2445.833008
	Iteration 34Q: 3 clusters Score -180688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -180689.531250 Penalty: 2445.833008
	Iteration 35Q: 3 clusters Score -180689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -180689.906250 Penalty: 2445.833008
	Iteration 36Q: 3 clusters Score -180689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -180691.609375 Penalty: 2445.833008
	Iteration 37Q: 3 clusters Score -180691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -180692.578125 Penalty: 2445.833008
	Iteration 38Q: 3 clusters Score -180692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -180693.234375 Penalty: 2445.833008
	Iteration 39Q: 3 clusters Score -180693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -180693.812500 Penalty: 2445.833008
	Iteration 40F: 3 clusters Score -180693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -281497.718750 Penalty: 1286.540405
	Iteration 0F: 2 clusters Score -281497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -278967.406250 Penalty: 2573.080811
	Iteration 0F: 3 clusters Score -278967.4 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -279558.562500 Penalty: 2573.080811
	Iteration 1F: 3 clusters Score -279558.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -279700.375000 Penalty: 2573.080811
	Iteration 2F: 3 clusters Score -279700.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -279788.843750 Penalty: 2573.080811
	Iteration 3F: 3 clusters Score -279788.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -279890.312500 Penalty: 2573.080811
	Iteration 4Q: 3 clusters Score -279890.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -280024.125000 Penalty: 2573.080811
	Iteration 5Q: 3 clusters Score -280024.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -280164.812500 Penalty: 2573.080811
	Iteration 6Q: 3 clusters Score -280164.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -280295.406250 Penalty: 2573.080811
	Iteration 7Q: 3 clusters Score -280295.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -280407.468750 Penalty: 2573.080811
	Iteration 8Q: 3 clusters Score -280407.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -280481.312500 Penalty: 2573.080811
	Iteration 9Q: 3 clusters Score -280481.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -280529.687500 Penalty: 2573.080811
	Iteration 10Q: 3 clusters Score -280529.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -280561.687500 Penalty: 2573.080811
	Iteration 11Q: 3 clusters Score -280561.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -280594.656250 Penalty: 2573.080811
	Iteration 12Q: 3 clusters Score -280594.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -280611.000000 Penalty: 2573.080811
	Iteration 13Q: 3 clusters Score -280611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -280626.687500 Penalty: 2573.080811
	Iteration 14Q: 3 clusters Score -280626.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -280641.281250 Penalty: 2573.080811
	Iteration 15Q: 3 clusters Score -280641.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -280653.250000 Penalty: 2573.080811
	Iteration 16Q: 3 clusters Score -280653.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -280665.906250 Penalty: 2573.080811
	Iteration 17Q: 3 clusters Score -280665.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -280673.718750 Penalty: 2573.080811
	Iteration 18Q: 3 clusters Score -280673.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -280683.218750 Penalty: 2573.080811
	Iteration 19Q: 3 clusters Score -280683.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -280689.562500 Penalty: 2573.080811
	Iteration 20F: 3 clusters Score -280689.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -280694.000000 Penalty: 2573.080811
	Iteration 21Q: 3 clusters Score -280694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -280698.437500 Penalty: 2573.080811
	Iteration 22Q: 3 clusters Score -280698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -280701.218750 Penalty: 2573.080811
	Iteration 23Q: 3 clusters Score -280701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -280702.312500 Penalty: 2573.080811
	Iteration 24Q: 3 clusters Score -280702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -280703.187500 Penalty: 2573.080811
	Iteration 25Q: 3 clusters Score -280703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -280703.062500 Penalty: 2573.080811
	Iteration 26Q: 3 clusters Score -280703.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -280703.312500 Penalty: 2573.080811
	Iteration 27Q: 3 clusters Score -280703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -280703.937500 Penalty: 2573.080811
	Iteration 28Q: 3 clusters Score -280703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -280703.937500 Penalty: 2573.080811
	Iteration 29F: 3 clusters Score -280703.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Entering Unmasked Estep 
Score: -6003208.000000 Penalty: 1782.533813
	Iteration 0F: 2 clusters Score -6003208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -5964380.000000 Penalty: 3565.067627
	Iteration 0F: 3 clusters Score -5964380 nChanged 27378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -5979880.000000 Penalty: 3565.067627
	Iteration 1F: 3 clusters Score -5979880 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5980519.500000 Penalty: 3565.067627
	Iteration 2Q: 3 clusters Score -5980520 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -5981065.500000 Penalty: 3565.067627
	Iteration 3Q: 3 clusters Score -5981066 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -5981747.500000 Penalty: 3565.067627
	Iteration 4Q: 3 clusters Score -5981748 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5982766.000000 Penalty: 3565.067627
	Iteration 5Q: 3 clusters Score -5982766 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -5984494.000000 Penalty: 3565.067627
	Iteration 6F: 3 clusters Score -5984494 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5987162.500000 Penalty: 3565.067627
	Iteration 7F: 3 clusters Score -5987162 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -5990978.500000 Penalty: 3565.067627
	Iteration 8F: 3 clusters Score -5990978 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -5995042.500000 Penalty: 3565.067627
	Iteration 9F: 3 clusters Score -5995042 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -5998190.000000 Penalty: 3565.067627
	Iteration 10F: 3 clusters Score -5998190 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6000066.000000 Penalty: 3565.067627
	Iteration 11Q: 3 clusters Score -6000066 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6000912.000000 Penalty: 3565.067627
	Iteration 12Q: 3 clusters Score -6000912 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6001260.500000 Penalty: 3565.067627
	Iteration 13Q: 3 clusters Score -6001260 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6001473.500000 Penalty: 3565.067627
	Iteration 14Q: 3 clusters Score -6001474 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6001621.500000 Penalty: 3565.067627
	Iteration 15Q: 3 clusters Score -6001622 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6001766.500000 Penalty: 3565.067627
	Iteration 16Q: 3 clusters Score -6001766 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6001838.500000 Penalty: 3565.067627
	Iteration 17Q: 3 clusters Score -6001838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6001898.000000 Penalty: 3565.067627
	Iteration 18Q: 3 clusters Score -6001898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6001938.000000 Penalty: 3565.067627
	Iteration 19Q: 3 clusters Score -6001938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6001968.000000 Penalty: 3565.067627
	Iteration 20F: 3 clusters Score -6001968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6001980.500000 Penalty: 3565.067627
	Iteration 21Q: 3 clusters Score -6001980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6001987.000000 Penalty: 3565.067627
	Iteration 22Q: 3 clusters Score -6001987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6002000.000000 Penalty: 3565.067627
	Iteration 23Q: 3 clusters Score -6002000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6002011.500000 Penalty: 3565.067627
	Iteration 24Q: 3 clusters Score -6002012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6002017.500000 Penalty: 3565.067627
	Iteration 25Q: 3 clusters Score -6002018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6002020.000000 Penalty: 3565.067627
	Iteration 26Q: 3 clusters Score -6002020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6002031.500000 Penalty: 3565.067627
	Iteration 27Q: 3 clusters Score -6002032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6002029.000000 Penalty: 3565.067627
	Iteration 28Q: 3 clusters Score -6002029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6002029.000000 Penalty: 3565.067627
	Iteration 29Q: 3 clusters Score -6002029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6002025.000000 Penalty: 3565.067627
	Iteration 30Q: 3 clusters Score -6002025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6002024.000000 Penalty: 3565.067627
	Iteration 31Q: 3 clusters Score -6002024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6002024.000000 Penalty: 3565.067627
	Iteration 32F: 3 clusters Score -6002024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (287901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287901 members 
Entering Unmasked Estep 
Score: -29228438.000000 Penalty: 2042.685425
	Iteration 0F: 2 clusters Score -2.922844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 143317 members 
Entering Unmasked Estep 
Score: -29043460.000000 Penalty: 4085.370850
	Iteration 0F: 3 clusters Score -2.904346e+07 nChanged 139821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158369 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -29128394.000000 Penalty: 4085.370850
	Iteration 1F: 3 clusters Score -2.912839e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166857 members 
Mstep: Class 2 contains 121044 members 
Entering Unmasked Estep 
Score: -29131790.000000 Penalty: 4085.370850
	Iteration 2Q: 3 clusters Score -2.913179e+07 nChanged 13473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179280 members 
Mstep: Class 2 contains 108621 members 
Entering Unmasked Estep 
Score: -29138164.000000 Penalty: 4085.370850
	Iteration 3Q: 3 clusters Score -2.913816e+07 nChanged 18115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196765 members 
Mstep: Class 2 contains 91136 members 
Entering Unmasked Estep 
Score: -29149264.000000 Penalty: 4085.370850
	Iteration 4F: 3 clusters Score -2.914926e+07 nChanged 22187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218548 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -29166436.000000 Penalty: 4085.370850
	Iteration 5F: 3 clusters Score -2.916644e+07 nChanged 22004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240288 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -29185188.000000 Penalty: 4085.370850
	Iteration 6F: 3 clusters Score -2.918519e+07 nChanged 16797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256779 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -29200222.000000 Penalty: 4085.370850
	Iteration 7F: 3 clusters Score -2.920022e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267034 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -29209512.000000 Penalty: 4085.370850
	Iteration 8Q: 3 clusters Score -2.920951e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273235 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -29214978.000000 Penalty: 4085.370850
	Iteration 9Q: 3 clusters Score -2.921498e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277160 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -29218246.000000 Penalty: 4085.370850
	Iteration 10Q: 3 clusters Score -2.921825e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279784 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -29220402.000000 Penalty: 4085.370850
	Iteration 11Q: 3 clusters Score -2.92204e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281664 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -29222030.000000 Penalty: 4085.370850
	Iteration 12Q: 3 clusters Score -2.922203e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283032 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -29223094.000000 Penalty: 4085.370850
	Iteration 13Q: 3 clusters Score -2.922309e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284040 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -29223740.000000 Penalty: 4085.370850
	Iteration 14Q: 3 clusters Score -2.922374e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284815 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -29224412.000000 Penalty: 4085.370850
	Iteration 15Q: 3 clusters Score -2.922441e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285377 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -29224834.000000 Penalty: 4085.370850
	Iteration 16Q: 3 clusters Score -2.922483e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285794 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -29225212.000000 Penalty: 4085.370850
	Iteration 17Q: 3 clusters Score -2.922521e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286117 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -29225482.000000 Penalty: 4085.370850
	Iteration 18Q: 3 clusters Score -2.922548e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286354 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -29225656.000000 Penalty: 4085.370850
	Iteration 19Q: 3 clusters Score -2.922566e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286538 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -29225796.000000 Penalty: 4085.370850
	Iteration 20F: 3 clusters Score -2.92258e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286673 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -29225898.000000 Penalty: 4085.370850
	Iteration 21Q: 3 clusters Score -2.92259e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286773 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -29226036.000000 Penalty: 4085.370850
	Iteration 22Q: 3 clusters Score -2.922604e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286844 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -29226076.000000 Penalty: 4085.370850
	Iteration 23Q: 3 clusters Score -2.922608e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286902 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -29226154.000000 Penalty: 4085.370850
	Iteration 24Q: 3 clusters Score -2.922615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286944 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -29226156.000000 Penalty: 4085.370850
	Iteration 25Q: 3 clusters Score -2.922616e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286984 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -29226216.000000 Penalty: 4085.370850
	Iteration 26Q: 3 clusters Score -2.922622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287007 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -29226254.000000 Penalty: 4085.370850
	Iteration 27Q: 3 clusters Score -2.922625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287029 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -29226262.000000 Penalty: 4085.370850
	Iteration 28Q: 3 clusters Score -2.922626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287047 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -29226268.000000 Penalty: 4085.370850
	Iteration 29Q: 3 clusters Score -2.922627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287057 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -29226286.000000 Penalty: 4085.370850
	Iteration 30Q: 3 clusters Score -2.922629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287066 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -29226282.000000 Penalty: 4085.370850
	Iteration 31Q: 3 clusters Score -2.922628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287079 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -29226304.000000 Penalty: 4085.370850
	Iteration 32Q: 3 clusters Score -2.92263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287095 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -29226312.000000 Penalty: 4085.370850
	Iteration 33Q: 3 clusters Score -2.922631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287109 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -29226330.000000 Penalty: 4085.370850
	Iteration 34Q: 3 clusters Score -2.922633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287121 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -29226334.000000 Penalty: 4085.370850
	Iteration 35Q: 3 clusters Score -2.922633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287131 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -29226352.000000 Penalty: 4085.370850
	Iteration 36Q: 3 clusters Score -2.922635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287145 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -29226362.000000 Penalty: 4085.370850
	Iteration 37Q: 3 clusters Score -2.922636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287154 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -29226384.000000 Penalty: 4085.370850
	Iteration 38Q: 3 clusters Score -2.922638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287162 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -29226384.000000 Penalty: 4085.370850
	Iteration 39Q: 3 clusters Score -2.922638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287169 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -29226398.000000 Penalty: 4085.370850
	Iteration 40F: 3 clusters Score -2.92264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287171 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -29226400.000000 Penalty: 4085.370850
	Iteration 41Q: 3 clusters Score -2.92264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287170 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -29226400.000000 Penalty: 4085.370850
	Iteration 42Q: 3 clusters Score -2.92264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287170 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -29226400.000000 Penalty: 4085.370850
	Iteration 43F: 3 clusters Score -2.92264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Entering Unmasked Estep 
Score: -4991357.500000 Penalty: 1751.451660
	Iteration 0F: 2 clusters Score -4991358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4959038.000000 Penalty: 3502.903320
	Iteration 0F: 3 clusters Score -4959038 nChanged 22528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4971813.500000 Penalty: 3502.903320
	Iteration 1F: 3 clusters Score -4971814 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4972550.000000 Penalty: 3502.903320
	Iteration 2Q: 3 clusters Score -4972550 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -4973481.000000 Penalty: 3502.903320
	Iteration 3Q: 3 clusters Score -4973481 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4974991.500000 Penalty: 3502.903320
	Iteration 4F: 3 clusters Score -4974992 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4977130.500000 Penalty: 3502.903320
	Iteration 5F: 3 clusters Score -4977130 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4979824.500000 Penalty: 3502.903320
	Iteration 6F: 3 clusters Score -4979824 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -4982391.500000 Penalty: 3502.903320
	Iteration 7F: 3 clusters Score -4982392 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4984218.500000 Penalty: 3502.903320
	Iteration 8F: 3 clusters Score -4984218 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4985269.000000 Penalty: 3502.903320
	Iteration 9Q: 3 clusters Score -4985269 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -4985873.500000 Penalty: 3502.903320
	Iteration 10Q: 3 clusters Score -4985874 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -4986317.500000 Penalty: 3502.903320
	Iteration 11Q: 3 clusters Score -4986318 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4986705.500000 Penalty: 3502.903320
	Iteration 12Q: 3 clusters Score -4986706 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -4987072.500000 Penalty: 3502.903320
	Iteration 13Q: 3 clusters Score -4987072 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -4987411.000000 Penalty: 3502.903320
	Iteration 14Q: 3 clusters Score -4987411 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -4987731.000000 Penalty: 3502.903320
	Iteration 15Q: 3 clusters Score -4987731 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -4988062.500000 Penalty: 3502.903320
	Iteration 16Q: 3 clusters Score -4988062 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -4988288.500000 Penalty: 3502.903320
	Iteration 17Q: 3 clusters Score -4988288 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -4988460.000000 Penalty: 3502.903320
	Iteration 18Q: 3 clusters Score -4988460 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -4988603.000000 Penalty: 3502.903320
	Iteration 19Q: 3 clusters Score -4988603 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -4988712.000000 Penalty: 3502.903320
	Iteration 20F: 3 clusters Score -4988712 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -4988855.000000 Penalty: 3502.903320
	Iteration 21Q: 3 clusters Score -4988855 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -4988974.500000 Penalty: 3502.903320
	Iteration 22Q: 3 clusters Score -4988974 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -4989061.000000 Penalty: 3502.903320
	Iteration 23Q: 3 clusters Score -4989061 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -4989167.500000 Penalty: 3502.903320
	Iteration 24Q: 3 clusters Score -4989168 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -4989251.000000 Penalty: 3502.903320
	Iteration 25Q: 3 clusters Score -4989251 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -4989315.500000 Penalty: 3502.903320
	Iteration 26Q: 3 clusters Score -4989316 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -4989367.000000 Penalty: 3502.903320
	Iteration 27Q: 3 clusters Score -4989367 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -4989429.500000 Penalty: 3502.903320
	Iteration 28Q: 3 clusters Score -4989430 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -4989502.000000 Penalty: 3502.903320
	Iteration 29Q: 3 clusters Score -4989502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -4989555.000000 Penalty: 3502.903320
	Iteration 30Q: 3 clusters Score -4989555 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -4989631.500000 Penalty: 3502.903320
	Iteration 31Q: 3 clusters Score -4989632 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -4989713.000000 Penalty: 3502.903320
	Iteration 32Q: 3 clusters Score -4989713 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -4989754.500000 Penalty: 3502.903320
	Iteration 33Q: 3 clusters Score -4989754 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -4989809.000000 Penalty: 3502.903320
	Iteration 34Q: 3 clusters Score -4989809 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -4989851.500000 Penalty: 3502.903320
	Iteration 35Q: 3 clusters Score -4989852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -4989870.500000 Penalty: 3502.903320
	Iteration 36Q: 3 clusters Score -4989870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -4989909.000000 Penalty: 3502.903320
	Iteration 37Q: 3 clusters Score -4989909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -4989927.000000 Penalty: 3502.903320
	Iteration 38Q: 3 clusters Score -4989927 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -4989942.500000 Penalty: 3502.903320
	Iteration 39Q: 3 clusters Score -4989942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -4989972.000000 Penalty: 3502.903320
	Iteration 40F: 3 clusters Score -4989972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -4989989.500000 Penalty: 3502.903320
	Iteration 41Q: 3 clusters Score -4989990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -4990004.500000 Penalty: 3502.903320
	Iteration 42Q: 3 clusters Score -4990004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -4990028.000000 Penalty: 3502.903320
	Iteration 43Q: 3 clusters Score -4990028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -4990037.500000 Penalty: 3502.903320
	Iteration 44Q: 3 clusters Score -4990038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -4990049.000000 Penalty: 3502.903320
	Iteration 45Q: 3 clusters Score -4990049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -4990052.500000 Penalty: 3502.903320
	Iteration 46Q: 3 clusters Score -4990052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -4990053.500000 Penalty: 3502.903320
	Iteration 47Q: 3 clusters Score -4990054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -4990060.000000 Penalty: 3502.903320
	Iteration 48Q: 3 clusters Score -4990060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -4990068.500000 Penalty: 3502.903320
	Iteration 49Q: 3 clusters Score -4990068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -4990072.000000 Penalty: 3502.903320
	Iteration 50Q: 3 clusters Score -4990072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -4990068.000000 Penalty: 3502.903320
	Iteration 51Q: 3 clusters Score -4990068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -4990070.000000 Penalty: 3502.903320
	Iteration 52Q: 3 clusters Score -4990070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -4990072.500000 Penalty: 3502.903320
	Iteration 53Q: 3 clusters Score -4990072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -4990068.500000 Penalty: 3502.903320
	Iteration 54Q: 3 clusters Score -4990068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -4990069.000000 Penalty: 3502.903320
	Iteration 55Q: 3 clusters Score -4990069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -4990071.000000 Penalty: 3502.903320
	Iteration 56Q: 3 clusters Score -4990071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -4990071.000000 Penalty: 3502.903320
	Iteration 57Q: 3 clusters Score -4990071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -4990076.500000 Penalty: 3502.903320
	Iteration 58Q: 3 clusters Score -4990076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -4990080.500000 Penalty: 3502.903320
	Iteration 59Q: 3 clusters Score -4990080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -4990077.500000 Penalty: 3502.903320
	Iteration 60F: 3 clusters Score -4990078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -4990079.000000 Penalty: 3502.903320
	Iteration 61Q: 3 clusters Score -4990079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -4990078.000000 Penalty: 3502.903320
	Iteration 62Q: 3 clusters Score -4990078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -4990080.000000 Penalty: 3502.903320
	Iteration 63Q: 3 clusters Score -4990080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -4990089.000000 Penalty: 3502.903320
	Iteration 64Q: 3 clusters Score -4990089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -4990082.000000 Penalty: 3502.903320
	Iteration 65Q: 3 clusters Score -4990082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -4990081.500000 Penalty: 3502.903320
	Iteration 66Q: 3 clusters Score -4990082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -4990086.000000 Penalty: 3502.903320
	Iteration 67Q: 3 clusters Score -4990086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -4990090.000000 Penalty: 3502.903320
	Iteration 68Q: 3 clusters Score -4990090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -4990091.000000 Penalty: 3502.903320
	Iteration 69Q: 3 clusters Score -4990091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -4990087.000000 Penalty: 3502.903320
	Iteration 70Q: 3 clusters Score -4990087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -4990091.500000 Penalty: 3502.903320
	Iteration 71Q: 3 clusters Score -4990092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -4990089.500000 Penalty: 3502.903320
	Iteration 72Q: 3 clusters Score -4990090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -4990084.000000 Penalty: 3502.903320
	Iteration 73Q: 3 clusters Score -4990084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -4990088.000000 Penalty: 3502.903320
	Iteration 74Q: 3 clusters Score -4990088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -4990086.500000 Penalty: 3502.903320
	Iteration 75Q: 3 clusters Score -4990086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -4990087.000000 Penalty: 3502.903320
	Iteration 76Q: 3 clusters Score -4990087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -4990087.000000 Penalty: 3502.903320
	Iteration 77Q: 3 clusters Score -4990087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -4990087.000000 Penalty: 3502.903320
	Iteration 78F: 3 clusters Score -4990087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -126343.875000 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -126343.9 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 654 members 
Entering Unmasked Estep 
Score: -124745.929688 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -124745.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -125136.929688 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -125136.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125271.601562 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -125271.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -125327.937500 Penalty: 2345.907471
	Iteration 3F: 3 clusters Score -125327.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -125358.492188 Penalty: 2345.907471
	Iteration 4Q: 3 clusters Score -125358.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125389.984375 Penalty: 2345.907471
	Iteration 5Q: 3 clusters Score -125390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125425.375000 Penalty: 2345.907471
	Iteration 6Q: 3 clusters Score -125425.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -125467.664062 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -125467.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125508.312500 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -125508.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125532.671875 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -125532.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -125560.539062 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -125560.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -125606.554688 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -125606.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -125648.625000 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -125648.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -125683.007812 Penalty: 2345.907471
	Iteration 13Q: 3 clusters Score -125683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -125711.820312 Penalty: 2345.907471
	Iteration 14Q: 3 clusters Score -125711.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -125739.859375 Penalty: 2345.907471
	Iteration 15Q: 3 clusters Score -125739.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -125767.328125 Penalty: 2345.907471
	Iteration 16Q: 3 clusters Score -125767.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -125780.914062 Penalty: 2345.907471
	Iteration 17Q: 3 clusters Score -125780.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -125788.039062 Penalty: 2345.907471
	Iteration 18Q: 3 clusters Score -125788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -125789.546875 Penalty: 2345.907471
	Iteration 19Q: 3 clusters Score -125789.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -125791.437500 Penalty: 2345.907471
	Iteration 20F: 3 clusters Score -125791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -125795.468750 Penalty: 2345.907471
	Iteration 21Q: 3 clusters Score -125795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -125801.382812 Penalty: 2345.907471
	Iteration 22Q: 3 clusters Score -125801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -125807.851562 Penalty: 2345.907471
	Iteration 23Q: 3 clusters Score -125807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -125811.140625 Penalty: 2345.907471
	Iteration 24Q: 3 clusters Score -125811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -125811.281250 Penalty: 2345.907471
	Iteration 25Q: 3 clusters Score -125811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -125811.281250 Penalty: 2345.907471
	Iteration 26F: 3 clusters Score -125811.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Entering Unmasked Estep 
Score: -2210968.250000 Penalty: 1620.182129
	Iteration 0F: 2 clusters Score -2210968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2196379.750000 Penalty: 3240.364258
	Iteration 0F: 3 clusters Score -2196380 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2201718.500000 Penalty: 3240.364258
	Iteration 1F: 3 clusters Score -2201718 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2202059.500000 Penalty: 3240.364258
	Iteration 2Q: 3 clusters Score -2202060 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2202403.750000 Penalty: 3240.364258
	Iteration 3Q: 3 clusters Score -2202404 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2202805.000000 Penalty: 3240.364258
	Iteration 4Q: 3 clusters Score -2202805 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2203294.750000 Penalty: 3240.364258
	Iteration 5Q: 3 clusters Score -2203295 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2203886.500000 Penalty: 3240.364258
	Iteration 6F: 3 clusters Score -2203886 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2204626.500000 Penalty: 3240.364258
	Iteration 7F: 3 clusters Score -2204626 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2205565.000000 Penalty: 3240.364258
	Iteration 8F: 3 clusters Score -2205565 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2206565.500000 Penalty: 3240.364258
	Iteration 9F: 3 clusters Score -2206566 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2207382.750000 Penalty: 3240.364258
	Iteration 10Q: 3 clusters Score -2207383 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2207954.500000 Penalty: 3240.364258
	Iteration 11Q: 3 clusters Score -2207954 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2208302.250000 Penalty: 3240.364258
	Iteration 12Q: 3 clusters Score -2208302 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2208536.500000 Penalty: 3240.364258
	Iteration 13Q: 3 clusters Score -2208536 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2208711.750000 Penalty: 3240.364258
	Iteration 14Q: 3 clusters Score -2208712 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2208831.750000 Penalty: 3240.364258
	Iteration 15Q: 3 clusters Score -2208832 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2208950.750000 Penalty: 3240.364258
	Iteration 16Q: 3 clusters Score -2208951 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2209050.500000 Penalty: 3240.364258
	Iteration 17Q: 3 clusters Score -2209050 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2209146.250000 Penalty: 3240.364258
	Iteration 18Q: 3 clusters Score -2209146 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2209210.000000 Penalty: 3240.364258
	Iteration 19Q: 3 clusters Score -2209210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2209261.750000 Penalty: 3240.364258
	Iteration 20F: 3 clusters Score -2209262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2209306.750000 Penalty: 3240.364258
	Iteration 21Q: 3 clusters Score -2209307 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2209344.000000 Penalty: 3240.364258
	Iteration 22Q: 3 clusters Score -2209344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2209394.500000 Penalty: 3240.364258
	Iteration 23Q: 3 clusters Score -2209394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2209446.000000 Penalty: 3240.364258
	Iteration 24Q: 3 clusters Score -2209446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2209478.000000 Penalty: 3240.364258
	Iteration 25Q: 3 clusters Score -2209478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2209498.000000 Penalty: 3240.364258
	Iteration 26Q: 3 clusters Score -2209498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2209518.250000 Penalty: 3240.364258
	Iteration 27Q: 3 clusters Score -2209518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2209540.000000 Penalty: 3240.364258
	Iteration 28Q: 3 clusters Score -2209540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2209551.750000 Penalty: 3240.364258
	Iteration 29Q: 3 clusters Score -2209552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2209560.500000 Penalty: 3240.364258
	Iteration 30Q: 3 clusters Score -2209560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2209573.750000 Penalty: 3240.364258
	Iteration 31Q: 3 clusters Score -2209574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2209584.500000 Penalty: 3240.364258
	Iteration 32Q: 3 clusters Score -2209584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2209586.250000 Penalty: 3240.364258
	Iteration 33Q: 3 clusters Score -2209586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2209590.500000 Penalty: 3240.364258
	Iteration 34Q: 3 clusters Score -2209590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2209592.500000 Penalty: 3240.364258
	Iteration 35Q: 3 clusters Score -2209592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2209592.750000 Penalty: 3240.364258
	Iteration 36Q: 3 clusters Score -2209593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2209595.500000 Penalty: 3240.364258
	Iteration 37Q: 3 clusters Score -2209596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2209596.750000 Penalty: 3240.364258
	Iteration 38Q: 3 clusters Score -2209597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2209600.000000 Penalty: 3240.364258
	Iteration 39Q: 3 clusters Score -2209600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2209600.000000 Penalty: 3240.364258
	Iteration 40F: 3 clusters Score -2209600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Entering Unmasked Estep 
Score: -531037.250000 Penalty: 1400.738647
	Iteration 0F: 2 clusters Score -531037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -526791.500000 Penalty: 2801.477295
	Iteration 0F: 3 clusters Score -526791.5 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -528390.562500 Penalty: 2801.477295
	Iteration 1F: 3 clusters Score -528390.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -529046.562500 Penalty: 2801.477295
	Iteration 2F: 3 clusters Score -529046.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -529678.687500 Penalty: 2801.477295
	Iteration 3F: 3 clusters Score -529678.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -530198.375000 Penalty: 2801.477295
	Iteration 4F: 3 clusters Score -530198.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -530544.187500 Penalty: 2801.477295
	Iteration 5F: 3 clusters Score -530544.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -530736.625000 Penalty: 2801.477295
	Iteration 6Q: 3 clusters Score -530736.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -530822.687500 Penalty: 2801.477295
	Iteration 7Q: 3 clusters Score -530822.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -530880.687500 Penalty: 2801.477295
	Iteration 8Q: 3 clusters Score -530880.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -530916.062500 Penalty: 2801.477295
	Iteration 9Q: 3 clusters Score -530916.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -530935.187500 Penalty: 2801.477295
	Iteration 10Q: 3 clusters Score -530935.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -530953.000000 Penalty: 2801.477295
	Iteration 11Q: 3 clusters Score -530953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -530970.625000 Penalty: 2801.477295
	Iteration 12Q: 3 clusters Score -530970.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -530977.687500 Penalty: 2801.477295
	Iteration 13Q: 3 clusters Score -530977.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -530983.625000 Penalty: 2801.477295
	Iteration 14Q: 3 clusters Score -530983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -530984.750000 Penalty: 2801.477295
	Iteration 15Q: 3 clusters Score -530984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -530986.250000 Penalty: 2801.477295
	Iteration 16Q: 3 clusters Score -530986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -530987.437500 Penalty: 2801.477295
	Iteration 17Q: 3 clusters Score -530987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -530989.750000 Penalty: 2801.477295
	Iteration 18Q: 3 clusters Score -530989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -530992.437500 Penalty: 2801.477295
	Iteration 19Q: 3 clusters Score -530992.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -530997.750000 Penalty: 2801.477295
	Iteration 20F: 3 clusters Score -530997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -530998.812500 Penalty: 2801.477295
	Iteration 21Q: 3 clusters Score -530998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -530999.812500 Penalty: 2801.477295
	Iteration 22Q: 3 clusters Score -530999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -531001.062500 Penalty: 2801.477295
	Iteration 23Q: 3 clusters Score -531001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -531002.812500 Penalty: 2801.477295
	Iteration 24Q: 3 clusters Score -531002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -531002.812500 Penalty: 2801.477295
	Iteration 25F: 3 clusters Score -531002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Entering Unmasked Estep 
Score: -5576859.000000 Penalty: 1777.503784
	Iteration 0F: 2 clusters Score -5576859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -5539330.500000 Penalty: 3555.007568
	Iteration 0F: 3 clusters Score -5539330 nChanged 26379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -5554534.500000 Penalty: 3555.007568
	Iteration 1F: 3 clusters Score -5554534 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -5555261.500000 Penalty: 3555.007568
	Iteration 2Q: 3 clusters Score -5555262 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -5556163.000000 Penalty: 3555.007568
	Iteration 3Q: 3 clusters Score -5556163 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -5557421.000000 Penalty: 3555.007568
	Iteration 4F: 3 clusters Score -5557421 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -5559391.000000 Penalty: 3555.007568
	Iteration 5F: 3 clusters Score -5559391 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -5561849.000000 Penalty: 3555.007568
	Iteration 6F: 3 clusters Score -5561849 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -5564556.000000 Penalty: 3555.007568
	Iteration 7F: 3 clusters Score -5564556 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5567293.000000 Penalty: 3555.007568
	Iteration 8F: 3 clusters Score -5567293 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -5570349.000000 Penalty: 3555.007568
	Iteration 9Q: 3 clusters Score -5570349 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -5573196.000000 Penalty: 3555.007568
	Iteration 10Q: 3 clusters Score -5573196 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -5573940.500000 Penalty: 3555.007568
	Iteration 11Q: 3 clusters Score -5573940 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5574253.000000 Penalty: 3555.007568
	Iteration 12Q: 3 clusters Score -5574253 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -5574461.500000 Penalty: 3555.007568
	Iteration 13Q: 3 clusters Score -5574462 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -5574598.000000 Penalty: 3555.007568
	Iteration 14Q: 3 clusters Score -5574598 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -5574722.500000 Penalty: 3555.007568
	Iteration 15Q: 3 clusters Score -5574722 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -5574782.000000 Penalty: 3555.007568
	Iteration 16Q: 3 clusters Score -5574782 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -5574817.500000 Penalty: 3555.007568
	Iteration 17Q: 3 clusters Score -5574818 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -5574871.000000 Penalty: 3555.007568
	Iteration 18Q: 3 clusters Score -5574871 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -5574908.500000 Penalty: 3555.007568
	Iteration 19Q: 3 clusters Score -5574908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -5574928.000000 Penalty: 3555.007568
	Iteration 20F: 3 clusters Score -5574928 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -5574929.500000 Penalty: 3555.007568
	Iteration 21Q: 3 clusters Score -5574930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -5574940.500000 Penalty: 3555.007568
	Iteration 22Q: 3 clusters Score -5574940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -5574973.000000 Penalty: 3555.007568
	Iteration 23Q: 3 clusters Score -5574973 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -5574981.000000 Penalty: 3555.007568
	Iteration 24Q: 3 clusters Score -5574981 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -5574993.500000 Penalty: 3555.007568
	Iteration 25Q: 3 clusters Score -5574994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -5575010.000000 Penalty: 3555.007568
	Iteration 26Q: 3 clusters Score -5575010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -5575013.000000 Penalty: 3555.007568
	Iteration 27Q: 3 clusters Score -5575013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -5575026.000000 Penalty: 3555.007568
	Iteration 28Q: 3 clusters Score -5575026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -5575027.000000 Penalty: 3555.007568
	Iteration 29Q: 3 clusters Score -5575027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -5575013.500000 Penalty: 3555.007568
	Iteration 30Q: 3 clusters Score -5575014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -5575042.500000 Penalty: 3555.007568
	Iteration 31Q: 3 clusters Score -5575042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -5575058.500000 Penalty: 3555.007568
	Iteration 32Q: 3 clusters Score -5575058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -5575056.500000 Penalty: 3555.007568
	Iteration 33Q: 3 clusters Score -5575056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -5575053.500000 Penalty: 3555.007568
	Iteration 34Q: 3 clusters Score -5575054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -5575052.000000 Penalty: 3555.007568
	Iteration 35Q: 3 clusters Score -5575052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -5575056.000000 Penalty: 3555.007568
	Iteration 36Q: 3 clusters Score -5575056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -5575066.000000 Penalty: 3555.007568
	Iteration 37Q: 3 clusters Score -5575066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -5575079.000000 Penalty: 3555.007568
	Iteration 38Q: 3 clusters Score -5575079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -5575068.000000 Penalty: 3555.007568
	Iteration 39Q: 3 clusters Score -5575068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -5575060.500000 Penalty: 3555.007568
	Iteration 40F: 3 clusters Score -5575060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -5575066.500000 Penalty: 3555.007568
	Iteration 41Q: 3 clusters Score -5575066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -5575071.000000 Penalty: 3555.007568
	Iteration 42Q: 3 clusters Score -5575071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -5575071.000000 Penalty: 3555.007568
	Iteration 43Q: 3 clusters Score -5575071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -5575081.500000 Penalty: 3555.007568
	Iteration 44Q: 3 clusters Score -5575082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -5575085.000000 Penalty: 3555.007568
	Iteration 45Q: 3 clusters Score -5575085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -5575096.000000 Penalty: 3555.007568
	Iteration 46Q: 3 clusters Score -5575096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -5575100.500000 Penalty: 3555.007568
	Iteration 47Q: 3 clusters Score -5575100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -5575094.500000 Penalty: 3555.007568
	Iteration 48Q: 3 clusters Score -5575094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -5575096.500000 Penalty: 3555.007568
	Iteration 49Q: 3 clusters Score -5575096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -5575096.500000 Penalty: 3555.007568
	Iteration 50Q: 3 clusters Score -5575096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -5575112.000000 Penalty: 3555.007568
	Iteration 51Q: 3 clusters Score -5575112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -5575112.000000 Penalty: 3555.007568
	Iteration 52Q: 3 clusters Score -5575112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -5575110.500000 Penalty: 3555.007568
	Iteration 53Q: 3 clusters Score -5575110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -5575120.000000 Penalty: 3555.007568
	Iteration 54Q: 3 clusters Score -5575120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -5575119.500000 Penalty: 3555.007568
	Iteration 55Q: 3 clusters Score -5575120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -5575124.500000 Penalty: 3555.007568
	Iteration 56Q: 3 clusters Score -5575124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -5575127.000000 Penalty: 3555.007568
	Iteration 57Q: 3 clusters Score -5575127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -5575129.000000 Penalty: 3555.007568
	Iteration 58Q: 3 clusters Score -5575129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -5575137.500000 Penalty: 3555.007568
	Iteration 59Q: 3 clusters Score -5575138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -5575128.000000 Penalty: 3555.007568
	Iteration 60F: 3 clusters Score -5575128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -5575123.000000 Penalty: 3555.007568
	Iteration 61Q: 3 clusters Score -5575123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -5575137.500000 Penalty: 3555.007568
	Iteration 62Q: 3 clusters Score -5575138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -5575136.000000 Penalty: 3555.007568
	Iteration 63Q: 3 clusters Score -5575136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -5575132.500000 Penalty: 3555.007568
	Iteration 64Q: 3 clusters Score -5575132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -5575136.000000 Penalty: 3555.007568
	Iteration 65Q: 3 clusters Score -5575136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -5575141.500000 Penalty: 3555.007568
	Iteration 66Q: 3 clusters Score -5575142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -5575145.000000 Penalty: 3555.007568
	Iteration 67Q: 3 clusters Score -5575145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -5575148.500000 Penalty: 3555.007568
	Iteration 68Q: 3 clusters Score -5575148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -5575156.000000 Penalty: 3555.007568
	Iteration 69Q: 3 clusters Score -5575156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -5575154.000000 Penalty: 3555.007568
	Iteration 70Q: 3 clusters Score -5575154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -5575150.000000 Penalty: 3555.007568
	Iteration 71Q: 3 clusters Score -5575150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -5575154.000000 Penalty: 3555.007568
	Iteration 72Q: 3 clusters Score -5575154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -5575160.000000 Penalty: 3555.007568
	Iteration 73Q: 3 clusters Score -5575160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -5575167.500000 Penalty: 3555.007568
	Iteration 74Q: 3 clusters Score -5575168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -5575174.000000 Penalty: 3555.007568
	Iteration 75Q: 3 clusters Score -5575174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -5575174.000000 Penalty: 3555.007568
	Iteration 76Q: 3 clusters Score -5575174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -5575179.000000 Penalty: 3555.007568
	Iteration 77Q: 3 clusters Score -5575179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -5575182.000000 Penalty: 3555.007568
	Iteration 78Q: 3 clusters Score -5575182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -5575191.000000 Penalty: 3555.007568
	Iteration 79Q: 3 clusters Score -5575191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -5575185.000000 Penalty: 3555.007568
	Iteration 80F: 3 clusters Score -5575185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -5575194.000000 Penalty: 3555.007568
	Iteration 81Q: 3 clusters Score -5575194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -5575194.000000 Penalty: 3555.007568
	Iteration 82Q: 3 clusters Score -5575194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -5575194.500000 Penalty: 3555.007568
	Iteration 83Q: 3 clusters Score -5575194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -5575200.000000 Penalty: 3555.007568
	Iteration 84Q: 3 clusters Score -5575200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -5575205.000000 Penalty: 3555.007568
	Iteration 85Q: 3 clusters Score -5575205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -5575189.500000 Penalty: 3555.007568
	Iteration 86Q: 3 clusters Score -5575190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -5575198.000000 Penalty: 3555.007568
	Iteration 87Q: 3 clusters Score -5575198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -5575195.500000 Penalty: 3555.007568
	Iteration 88Q: 3 clusters Score -5575196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -5575195.500000 Penalty: 3555.007568
	Iteration 89Q: 3 clusters Score -5575196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -5575199.000000 Penalty: 3555.007568
	Iteration 90Q: 3 clusters Score -5575199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -5575204.000000 Penalty: 3555.007568
	Iteration 91Q: 3 clusters Score -5575204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -5575199.500000 Penalty: 3555.007568
	Iteration 92Q: 3 clusters Score -5575200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -5575194.000000 Penalty: 3555.007568
	Iteration 93Q: 3 clusters Score -5575194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -5575191.000000 Penalty: 3555.007568
	Iteration 94Q: 3 clusters Score -5575191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -5575190.000000 Penalty: 3555.007568
	Iteration 95Q: 3 clusters Score -5575190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -5575188.000000 Penalty: 3555.007568
	Iteration 96Q: 3 clusters Score -5575188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -5575191.500000 Penalty: 3555.007568
	Iteration 97Q: 3 clusters Score -5575192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -5575191.000000 Penalty: 3555.007568
	Iteration 98Q: 3 clusters Score -5575191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -5575194.000000 Penalty: 3555.007568
	Iteration 99Q: 3 clusters Score -5575194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -5575187.500000 Penalty: 3555.007568
	Iteration 100F: 3 clusters Score -5575188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -5575193.500000 Penalty: 3555.007568
	Iteration 101Q: 3 clusters Score -5575194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -5575205.000000 Penalty: 3555.007568
	Iteration 102Q: 3 clusters Score -5575205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -5575204.500000 Penalty: 3555.007568
	Iteration 103Q: 3 clusters Score -5575204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -5575202.000000 Penalty: 3555.007568
	Iteration 104Q: 3 clusters Score -5575202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -5575209.500000 Penalty: 3555.007568
	Iteration 105Q: 3 clusters Score -5575210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -5575215.000000 Penalty: 3555.007568
	Iteration 106Q: 3 clusters Score -5575215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -5575222.500000 Penalty: 3555.007568
	Iteration 107Q: 3 clusters Score -5575222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -5575224.500000 Penalty: 3555.007568
	Iteration 108Q: 3 clusters Score -5575224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -5575213.000000 Penalty: 3555.007568
	Iteration 109Q: 3 clusters Score -5575213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -5575220.500000 Penalty: 3555.007568
	Iteration 110Q: 3 clusters Score -5575220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -5575237.000000 Penalty: 3555.007568
	Iteration 111Q: 3 clusters Score -5575237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -5575226.500000 Penalty: 3555.007568
	Iteration 112Q: 3 clusters Score -5575226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -5575237.000000 Penalty: 3555.007568
	Iteration 113Q: 3 clusters Score -5575237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -5575238.500000 Penalty: 3555.007568
	Iteration 114Q: 3 clusters Score -5575238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -5575239.000000 Penalty: 3555.007568
	Iteration 115Q: 3 clusters Score -5575239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -5575239.500000 Penalty: 3555.007568
	Iteration 116Q: 3 clusters Score -5575240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -5575251.000000 Penalty: 3555.007568
	Iteration 117Q: 3 clusters Score -5575251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -5575250.000000 Penalty: 3555.007568
	Iteration 118Q: 3 clusters Score -5575250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -5575246.000000 Penalty: 3555.007568
	Iteration 119Q: 3 clusters Score -5575246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -5575250.000000 Penalty: 3555.007568
	Iteration 120F: 3 clusters Score -5575250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -5575260.000000 Penalty: 3555.007568
	Iteration 121Q: 3 clusters Score -5575260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -5575257.000000 Penalty: 3555.007568
	Iteration 122Q: 3 clusters Score -5575257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -5575268.500000 Penalty: 3555.007568
	Iteration 123Q: 3 clusters Score -5575268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -5575277.000000 Penalty: 3555.007568
	Iteration 124Q: 3 clusters Score -5575277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -5575275.000000 Penalty: 3555.007568
	Iteration 125Q: 3 clusters Score -5575275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -5575277.500000 Penalty: 3555.007568
	Iteration 126Q: 3 clusters Score -5575278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -5575272.000000 Penalty: 3555.007568
	Iteration 127Q: 3 clusters Score -5575272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -5575287.000000 Penalty: 3555.007568
	Iteration 128Q: 3 clusters Score -5575287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -5575288.500000 Penalty: 3555.007568
	Iteration 129Q: 3 clusters Score -5575288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -5575294.500000 Penalty: 3555.007568
	Iteration 130Q: 3 clusters Score -5575294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -5575297.000000 Penalty: 3555.007568
	Iteration 131Q: 3 clusters Score -5575297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -5575292.000000 Penalty: 3555.007568
	Iteration 132Q: 3 clusters Score -5575292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -5575292.000000 Penalty: 3555.007568
	Iteration 133Q: 3 clusters Score -5575292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -5575299.500000 Penalty: 3555.007568
	Iteration 134Q: 3 clusters Score -5575300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -5575294.000000 Penalty: 3555.007568
	Iteration 135Q: 3 clusters Score -5575294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -5575303.000000 Penalty: 3555.007568
	Iteration 136Q: 3 clusters Score -5575303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -5575304.500000 Penalty: 3555.007568
	Iteration 137Q: 3 clusters Score -5575304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -5575302.000000 Penalty: 3555.007568
	Iteration 138Q: 3 clusters Score -5575302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -5575298.500000 Penalty: 3555.007568
	Iteration 139Q: 3 clusters Score -5575298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -5575311.000000 Penalty: 3555.007568
	Iteration 140F: 3 clusters Score -5575311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -5575304.000000 Penalty: 3555.007568
	Iteration 141Q: 3 clusters Score -5575304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -5575308.000000 Penalty: 3555.007568
	Iteration 142Q: 3 clusters Score -5575308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -5575305.000000 Penalty: 3555.007568
	Iteration 143Q: 3 clusters Score -5575305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -5575303.000000 Penalty: 3555.007568
	Iteration 144Q: 3 clusters Score -5575303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -5575305.000000 Penalty: 3555.007568
	Iteration 145Q: 3 clusters Score -5575305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -5575308.500000 Penalty: 3555.007568
	Iteration 146Q: 3 clusters Score -5575308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -5575308.500000 Penalty: 3555.007568
	Iteration 147F: 3 clusters Score -5575308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -192943.875000 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -192943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -190869.859375 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -190869.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -191334.906250 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -191334.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -191442.515625 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -191442.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -191505.984375 Penalty: 2466.862793
	Iteration 3Q: 3 clusters Score -191506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -191553.296875 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -191553.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -191586.406250 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -191586.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -191621.046875 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -191621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -191653.640625 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -191653.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -191678.125000 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -191678.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -191709.500000 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -191709.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -191730.359375 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -191730.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -191748.312500 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -191748.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -191764.640625 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -191764.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -191789.109375 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -191789.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -191819.640625 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -191819.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -191843.375000 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -191843.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -191867.593750 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -191867.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -191893.093750 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -191893.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -191920.093750 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -191920.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -191946.109375 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -191946.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -191979.593750 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -191979.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -192015.000000 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -192015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -192042.609375 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -192042.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -192072.640625 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -192072.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -192096.281250 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -192096.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -192120.750000 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -192120.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -192136.671875 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -192136.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -192149.843750 Penalty: 2466.862793
	Iteration 27Q: 3 clusters Score -192149.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -192160.140625 Penalty: 2466.862793
	Iteration 28Q: 3 clusters Score -192160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -192163.062500 Penalty: 2466.862793
	Iteration 29Q: 3 clusters Score -192163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -192163.640625 Penalty: 2466.862793
	Iteration 30Q: 3 clusters Score -192163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -192164.015625 Penalty: 2466.862793
	Iteration 31Q: 3 clusters Score -192164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -192164.015625 Penalty: 2466.862793
	Iteration 32F: 3 clusters Score -192164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (291082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291082 members 
Entering Unmasked Estep 
Score: -29501328.000000 Penalty: 2044.470947
	Iteration 0F: 2 clusters Score -2.950133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145496 members 
Mstep: Class 2 contains 145586 members 
Entering Unmasked Estep 
Score: -29309640.000000 Penalty: 4088.941895
	Iteration 0F: 3 clusters Score -2.930964e+07 nChanged 141850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141994 members 
Mstep: Class 2 contains 149088 members 
Entering Unmasked Estep 
Score: -29394828.000000 Penalty: 4088.941895
	Iteration 1F: 3 clusters Score -2.939483e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139541 members 
Mstep: Class 2 contains 151541 members 
Entering Unmasked Estep 
Score: -29397478.000000 Penalty: 4088.941895
	Iteration 2Q: 3 clusters Score -2.939748e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135694 members 
Mstep: Class 2 contains 155388 members 
Entering Unmasked Estep 
Score: -29402334.000000 Penalty: 4088.941895
	Iteration 3Q: 3 clusters Score -2.940233e+07 nChanged 14770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129808 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -29409758.000000 Penalty: 4088.941895
	Iteration 4F: 3 clusters Score -2.940976e+07 nChanged 18191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121433 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -29421196.000000 Penalty: 4088.941895
	Iteration 5F: 3 clusters Score -2.94212e+07 nChanged 20865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 179608 members 
Entering Unmasked Estep 
Score: -29437232.000000 Penalty: 4088.941895
	Iteration 6F: 3 clusters Score -2.943723e+07 nChanged 21036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 189178 members 
Entering Unmasked Estep 
Score: -29454820.000000 Penalty: 4088.941895
	Iteration 7F: 3 clusters Score -2.945482e+07 nChanged 17596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 195738 members 
Entering Unmasked Estep 
Score: -29466404.000000 Penalty: 4088.941895
	Iteration 8F: 3 clusters Score -2.94664e+07 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 199694 members 
Entering Unmasked Estep 
Score: -29471268.000000 Penalty: 4088.941895
	Iteration 9Q: 3 clusters Score -2.947127e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88337 members 
Mstep: Class 2 contains 202745 members 
Entering Unmasked Estep 
Score: -29473072.000000 Penalty: 4088.941895
	Iteration 10Q: 3 clusters Score -2.947307e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 205388 members 
Entering Unmasked Estep 
Score: -29474162.000000 Penalty: 4088.941895
	Iteration 11Q: 3 clusters Score -2.947416e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 207903 members 
Entering Unmasked Estep 
Score: -29475250.000000 Penalty: 4088.941895
	Iteration 12Q: 3 clusters Score -2.947525e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 210306 members 
Entering Unmasked Estep 
Score: -29476316.000000 Penalty: 4088.941895
	Iteration 13Q: 3 clusters Score -2.947632e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 212627 members 
Entering Unmasked Estep 
Score: -29477046.000000 Penalty: 4088.941895
	Iteration 14Q: 3 clusters Score -2.947705e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 214870 members 
Entering Unmasked Estep 
Score: -29477806.000000 Penalty: 4088.941895
	Iteration 15Q: 3 clusters Score -2.947781e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74032 members 
Mstep: Class 2 contains 217050 members 
Entering Unmasked Estep 
Score: -29478738.000000 Penalty: 4088.941895
	Iteration 16Q: 3 clusters Score -2.947874e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 219161 members 
Entering Unmasked Estep 
Score: -29479442.000000 Penalty: 4088.941895
	Iteration 17Q: 3 clusters Score -2.947944e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 221271 members 
Entering Unmasked Estep 
Score: -29480182.000000 Penalty: 4088.941895
	Iteration 18Q: 3 clusters Score -2.948018e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 223380 members 
Entering Unmasked Estep 
Score: -29480878.000000 Penalty: 4088.941895
	Iteration 19Q: 3 clusters Score -2.948088e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 225548 members 
Entering Unmasked Estep 
Score: -29481800.000000 Penalty: 4088.941895
	Iteration 20F: 3 clusters Score -2.94818e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 227707 members 
Entering Unmasked Estep 
Score: -29482754.000000 Penalty: 4088.941895
	Iteration 21Q: 3 clusters Score -2.948275e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 229943 members 
Entering Unmasked Estep 
Score: -29483666.000000 Penalty: 4088.941895
	Iteration 22Q: 3 clusters Score -2.948367e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 232144 members 
Entering Unmasked Estep 
Score: -29484530.000000 Penalty: 4088.941895
	Iteration 23Q: 3 clusters Score -2.948453e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 234405 members 
Entering Unmasked Estep 
Score: -29485602.000000 Penalty: 4088.941895
	Iteration 24Q: 3 clusters Score -2.94856e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 236709 members 
Entering Unmasked Estep 
Score: -29486436.000000 Penalty: 4088.941895
	Iteration 25Q: 3 clusters Score -2.948644e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 239021 members 
Entering Unmasked Estep 
Score: -29487382.000000 Penalty: 4088.941895
	Iteration 26Q: 3 clusters Score -2.948738e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 241389 members 
Entering Unmasked Estep 
Score: -29488224.000000 Penalty: 4088.941895
	Iteration 27Q: 3 clusters Score -2.948822e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 243709 members 
Entering Unmasked Estep 
Score: -29489008.000000 Penalty: 4088.941895
	Iteration 28Q: 3 clusters Score -2.948901e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 245997 members 
Entering Unmasked Estep 
Score: -29489702.000000 Penalty: 4088.941895
	Iteration 29Q: 3 clusters Score -2.94897e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 248308 members 
Entering Unmasked Estep 
Score: -29490584.000000 Penalty: 4088.941895
	Iteration 30Q: 3 clusters Score -2.949058e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 250555 members 
Entering Unmasked Estep 
Score: -29491186.000000 Penalty: 4088.941895
	Iteration 31Q: 3 clusters Score -2.949119e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 252761 members 
Entering Unmasked Estep 
Score: -29492056.000000 Penalty: 4088.941895
	Iteration 32Q: 3 clusters Score -2.949206e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 254994 members 
Entering Unmasked Estep 
Score: -29492758.000000 Penalty: 4088.941895
	Iteration 33Q: 3 clusters Score -2.949276e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 257141 members 
Entering Unmasked Estep 
Score: -29493312.000000 Penalty: 4088.941895
	Iteration 34Q: 3 clusters Score -2.949331e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 259207 members 
Entering Unmasked Estep 
Score: -29494010.000000 Penalty: 4088.941895
	Iteration 35Q: 3 clusters Score -2.949401e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 261233 members 
Entering Unmasked Estep 
Score: -29494500.000000 Penalty: 4088.941895
	Iteration 36Q: 3 clusters Score -2.94945e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 263188 members 
Entering Unmasked Estep 
Score: -29494996.000000 Penalty: 4088.941895
	Iteration 37Q: 3 clusters Score -2.9495e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 265053 members 
Entering Unmasked Estep 
Score: -29495614.000000 Penalty: 4088.941895
	Iteration 38Q: 3 clusters Score -2.949561e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 266804 members 
Entering Unmasked Estep 
Score: -29496166.000000 Penalty: 4088.941895
	Iteration 39Q: 3 clusters Score -2.949617e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 268480 members 
Entering Unmasked Estep 
Score: -29496532.000000 Penalty: 4088.941895
	Iteration 40F: 3 clusters Score -2.949653e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 270131 members 
Entering Unmasked Estep 
Score: -29497018.000000 Penalty: 4088.941895
	Iteration 41Q: 3 clusters Score -2.949702e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 271661 members 
Entering Unmasked Estep 
Score: -29497392.000000 Penalty: 4088.941895
	Iteration 42Q: 3 clusters Score -2.949739e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 273110 members 
Entering Unmasked Estep 
Score: -29497752.000000 Penalty: 4088.941895
	Iteration 43Q: 3 clusters Score -2.949775e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 274493 members 
Entering Unmasked Estep 
Score: -29498058.000000 Penalty: 4088.941895
	Iteration 44Q: 3 clusters Score -2.949806e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 275771 members 
Entering Unmasked Estep 
Score: -29498524.000000 Penalty: 4088.941895
	Iteration 45Q: 3 clusters Score -2.949852e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 277061 members 
Entering Unmasked Estep 
Score: -29498960.000000 Penalty: 4088.941895
	Iteration 46Q: 3 clusters Score -2.949896e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 278162 members 
Entering Unmasked Estep 
Score: -29499146.000000 Penalty: 4088.941895
	Iteration 47Q: 3 clusters Score -2.949915e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 279264 members 
Entering Unmasked Estep 
Score: -29499272.000000 Penalty: 4088.941895
	Iteration 48Q: 3 clusters Score -2.949927e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 280275 members 
Entering Unmasked Estep 
Score: -29499674.000000 Penalty: 4088.941895
	Iteration 49Q: 3 clusters Score -2.949967e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 281258 members 
Entering Unmasked Estep 
Score: -29499868.000000 Penalty: 4088.941895
	Iteration 50Q: 3 clusters Score -2.949987e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 282166 members 
Entering Unmasked Estep 
Score: -29500056.000000 Penalty: 4088.941895
	Iteration 51Q: 3 clusters Score -2.950006e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 282997 members 
Entering Unmasked Estep 
Score: -29500174.000000 Penalty: 4088.941895
	Iteration 52Q: 3 clusters Score -2.950017e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 283749 members 
Entering Unmasked Estep 
Score: -29500282.000000 Penalty: 4088.941895
	Iteration 53Q: 3 clusters Score -2.950028e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 284389 members 
Entering Unmasked Estep 
Score: -29500508.000000 Penalty: 4088.941895
	Iteration 54Q: 3 clusters Score -2.950051e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 284937 members 
Entering Unmasked Estep 
Score: -29500588.000000 Penalty: 4088.941895
	Iteration 55Q: 3 clusters Score -2.950059e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 285411 members 
Entering Unmasked Estep 
Score: -29500664.000000 Penalty: 4088.941895
	Iteration 56Q: 3 clusters Score -2.950066e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 285847 members 
Entering Unmasked Estep 
Score: -29500764.000000 Penalty: 4088.941895
	Iteration 57Q: 3 clusters Score -2.950076e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 286226 members 
Entering Unmasked Estep 
Score: -29500768.000000 Penalty: 4088.941895
	Iteration 58Q: 3 clusters Score -2.950077e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 286589 members 
Entering Unmasked Estep 
Score: -29500880.000000 Penalty: 4088.941895
	Iteration 59Q: 3 clusters Score -2.950088e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 286892 members 
Entering Unmasked Estep 
Score: -29500926.000000 Penalty: 4088.941895
	Iteration 60F: 3 clusters Score -2.950093e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 287167 members 
Entering Unmasked Estep 
Score: -29500986.000000 Penalty: 4088.941895
	Iteration 61Q: 3 clusters Score -2.950099e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 287410 members 
Entering Unmasked Estep 
Score: -29500972.000000 Penalty: 4088.941895
	Iteration 62Q: 3 clusters Score -2.950097e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 287606 members 
Entering Unmasked Estep 
Score: -29500900.000000 Penalty: 4088.941895
	Iteration 63Q: 3 clusters Score -2.95009e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 287746 members 
Entering Unmasked Estep 
Score: -29500944.000000 Penalty: 4088.941895
	Iteration 64Q: 3 clusters Score -2.950094e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 287855 members 
Entering Unmasked Estep 
Score: -29500880.000000 Penalty: 4088.941895
	Iteration 65Q: 3 clusters Score -2.950088e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 287947 members 
Entering Unmasked Estep 
Score: -29500878.000000 Penalty: 4088.941895
	Iteration 66Q: 3 clusters Score -2.950088e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 288033 members 
Entering Unmasked Estep 
Score: -29500816.000000 Penalty: 4088.941895
	Iteration 67Q: 3 clusters Score -2.950082e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 288122 members 
Entering Unmasked Estep 
Score: -29500826.000000 Penalty: 4088.941895
	Iteration 68Q: 3 clusters Score -2.950083e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 288214 members 
Entering Unmasked Estep 
Score: -29500814.000000 Penalty: 4088.941895
	Iteration 69Q: 3 clusters Score -2.950081e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 288285 members 
Entering Unmasked Estep 
Score: -29500792.000000 Penalty: 4088.941895
	Iteration 70Q: 3 clusters Score -2.950079e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 288345 members 
Entering Unmasked Estep 
Score: -29500788.000000 Penalty: 4088.941895
	Iteration 71Q: 3 clusters Score -2.950079e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 288417 members 
Entering Unmasked Estep 
Score: -29500776.000000 Penalty: 4088.941895
	Iteration 72Q: 3 clusters Score -2.950078e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 288480 members 
Entering Unmasked Estep 
Score: -29500766.000000 Penalty: 4088.941895
	Iteration 73Q: 3 clusters Score -2.950077e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 288535 members 
Entering Unmasked Estep 
Score: -29500794.000000 Penalty: 4088.941895
	Iteration 74Q: 3 clusters Score -2.950079e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 288582 members 
Entering Unmasked Estep 
Score: -29500782.000000 Penalty: 4088.941895
	Iteration 75Q: 3 clusters Score -2.950078e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 288630 members 
Entering Unmasked Estep 
Score: -29500780.000000 Penalty: 4088.941895
	Iteration 76Q: 3 clusters Score -2.950078e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 288674 members 
Entering Unmasked Estep 
Score: -29500784.000000 Penalty: 4088.941895
	Iteration 77Q: 3 clusters Score -2.950078e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 288711 members 
Entering Unmasked Estep 
Score: -29500816.000000 Penalty: 4088.941895
	Iteration 78Q: 3 clusters Score -2.950082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 288737 members 
Entering Unmasked Estep 
Score: -29500802.000000 Penalty: 4088.941895
	Iteration 79Q: 3 clusters Score -2.95008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 288760 members 
Entering Unmasked Estep 
Score: -29500790.000000 Penalty: 4088.941895
	Iteration 80F: 3 clusters Score -2.950079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 288777 members 
Entering Unmasked Estep 
Score: -29500794.000000 Penalty: 4088.941895
	Iteration 81Q: 3 clusters Score -2.950079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 288795 members 
Entering Unmasked Estep 
Score: -29500800.000000 Penalty: 4088.941895
	Iteration 82Q: 3 clusters Score -2.95008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 288811 members 
Entering Unmasked Estep 
Score: -29500786.000000 Penalty: 4088.941895
	Iteration 83Q: 3 clusters Score -2.950079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 288822 members 
Entering Unmasked Estep 
Score: -29500780.000000 Penalty: 4088.941895
	Iteration 84Q: 3 clusters Score -2.950078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 288833 members 
Entering Unmasked Estep 
Score: -29500766.000000 Penalty: 4088.941895
	Iteration 85Q: 3 clusters Score -2.950077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 288848 members 
Entering Unmasked Estep 
Score: -29500784.000000 Penalty: 4088.941895
	Iteration 86Q: 3 clusters Score -2.950078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 288861 members 
Entering Unmasked Estep 
Score: -29500764.000000 Penalty: 4088.941895
	Iteration 87Q: 3 clusters Score -2.950076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 288872 members 
Entering Unmasked Estep 
Score: -29500754.000000 Penalty: 4088.941895
	Iteration 88Q: 3 clusters Score -2.950075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 288887 members 
Entering Unmasked Estep 
Score: -29500764.000000 Penalty: 4088.941895
	Iteration 89Q: 3 clusters Score -2.950076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 288898 members 
Entering Unmasked Estep 
Score: -29500760.000000 Penalty: 4088.941895
	Iteration 90Q: 3 clusters Score -2.950076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 288903 members 
Entering Unmasked Estep 
Score: -29500752.000000 Penalty: 4088.941895
	Iteration 91Q: 3 clusters Score -2.950075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 288909 members 
Entering Unmasked Estep 
Score: -29500760.000000 Penalty: 4088.941895
	Iteration 92Q: 3 clusters Score -2.950076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 288916 members 
Entering Unmasked Estep 
Score: -29500750.000000 Penalty: 4088.941895
	Iteration 93Q: 3 clusters Score -2.950075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 288921 members 
Entering Unmasked Estep 
Score: -29500764.000000 Penalty: 4088.941895
	Iteration 94Q: 3 clusters Score -2.950076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 288923 members 
Entering Unmasked Estep 
Score: -29500758.000000 Penalty: 4088.941895
	Iteration 95Q: 3 clusters Score -2.950076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 288924 members 
Entering Unmasked Estep 
Score: -29500772.000000 Penalty: 4088.941895
	Iteration 96Q: 3 clusters Score -2.950077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 288925 members 
Entering Unmasked Estep 
Score: -29500774.000000 Penalty: 4088.941895
	Iteration 97Q: 3 clusters Score -2.950077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 288926 members 
Entering Unmasked Estep 
Score: -29500774.000000 Penalty: 4088.941895
	Iteration 98Q: 3 clusters Score -2.950077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 288926 members 
Entering Unmasked Estep 
Score: -29500774.000000 Penalty: 4088.941895
	Iteration 99F: 3 clusters Score -2.950077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Entering Unmasked Estep 
Score: -4640393.000000 Penalty: 1740.662598
	Iteration 0F: 2 clusters Score -4640393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -4610153.500000 Penalty: 3481.325195
	Iteration 0F: 3 clusters Score -4610154 nChanged 21050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4622161.000000 Penalty: 3481.325195
	Iteration 1F: 3 clusters Score -4622161 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4622587.000000 Penalty: 3481.325195
	Iteration 2Q: 3 clusters Score -4622587 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -4623085.500000 Penalty: 3481.325195
	Iteration 3Q: 3 clusters Score -4623086 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -4623754.500000 Penalty: 3481.325195
	Iteration 4Q: 3 clusters Score -4623754 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4624658.500000 Penalty: 3481.325195
	Iteration 5Q: 3 clusters Score -4624658 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -4625923.500000 Penalty: 3481.325195
	Iteration 6Q: 3 clusters Score -4625924 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4627613.000000 Penalty: 3481.325195
	Iteration 7F: 3 clusters Score -4627613 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4629638.500000 Penalty: 3481.325195
	Iteration 8F: 3 clusters Score -4629638 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -4631698.000000 Penalty: 3481.325195
	Iteration 9F: 3 clusters Score -4631698 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4633242.000000 Penalty: 3481.325195
	Iteration 10F: 3 clusters Score -4633242 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4634026.500000 Penalty: 3481.325195
	Iteration 11Q: 3 clusters Score -4634026 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4634349.500000 Penalty: 3481.325195
	Iteration 12Q: 3 clusters Score -4634350 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -4634550.500000 Penalty: 3481.325195
	Iteration 13Q: 3 clusters Score -4634550 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4634710.000000 Penalty: 3481.325195
	Iteration 14Q: 3 clusters Score -4634710 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -4634840.500000 Penalty: 3481.325195
	Iteration 15Q: 3 clusters Score -4634840 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -4635001.500000 Penalty: 3481.325195
	Iteration 16Q: 3 clusters Score -4635002 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -4635147.500000 Penalty: 3481.325195
	Iteration 17Q: 3 clusters Score -4635148 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4635282.000000 Penalty: 3481.325195
	Iteration 18Q: 3 clusters Score -4635282 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -4635397.000000 Penalty: 3481.325195
	Iteration 19Q: 3 clusters Score -4635397 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -4635520.000000 Penalty: 3481.325195
	Iteration 20F: 3 clusters Score -4635520 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4635681.500000 Penalty: 3481.325195
	Iteration 21Q: 3 clusters Score -4635682 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -4635852.000000 Penalty: 3481.325195
	Iteration 22Q: 3 clusters Score -4635852 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -4636016.000000 Penalty: 3481.325195
	Iteration 23Q: 3 clusters Score -4636016 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -4636159.500000 Penalty: 3481.325195
	Iteration 24Q: 3 clusters Score -4636160 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4636341.500000 Penalty: 3481.325195
	Iteration 25Q: 3 clusters Score -4636342 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4636503.000000 Penalty: 3481.325195
	Iteration 26Q: 3 clusters Score -4636503 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -4636681.500000 Penalty: 3481.325195
	Iteration 27Q: 3 clusters Score -4636682 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4636837.500000 Penalty: 3481.325195
	Iteration 28Q: 3 clusters Score -4636838 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4636985.500000 Penalty: 3481.325195
	Iteration 29Q: 3 clusters Score -4636986 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -4637109.000000 Penalty: 3481.325195
	Iteration 30Q: 3 clusters Score -4637109 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -4637240.000000 Penalty: 3481.325195
	Iteration 31Q: 3 clusters Score -4637240 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4637365.500000 Penalty: 3481.325195
	Iteration 32Q: 3 clusters Score -4637366 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -4637471.000000 Penalty: 3481.325195
	Iteration 33Q: 3 clusters Score -4637471 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4637577.000000 Penalty: 3481.325195
	Iteration 34Q: 3 clusters Score -4637577 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4637689.000000 Penalty: 3481.325195
	Iteration 35Q: 3 clusters Score -4637689 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4637814.000000 Penalty: 3481.325195
	Iteration 36Q: 3 clusters Score -4637814 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4637912.500000 Penalty: 3481.325195
	Iteration 37Q: 3 clusters Score -4637912 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4638007.500000 Penalty: 3481.325195
	Iteration 38Q: 3 clusters Score -4638008 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4638093.500000 Penalty: 3481.325195
	Iteration 39Q: 3 clusters Score -4638094 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4638169.500000 Penalty: 3481.325195
	Iteration 40F: 3 clusters Score -4638170 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4638254.000000 Penalty: 3481.325195
	Iteration 41Q: 3 clusters Score -4638254 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4638307.500000 Penalty: 3481.325195
	Iteration 42Q: 3 clusters Score -4638308 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4638350.500000 Penalty: 3481.325195
	Iteration 43Q: 3 clusters Score -4638350 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4638403.500000 Penalty: 3481.325195
	Iteration 44Q: 3 clusters Score -4638404 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4638441.500000 Penalty: 3481.325195
	Iteration 45Q: 3 clusters Score -4638442 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4638491.500000 Penalty: 3481.325195
	Iteration 46Q: 3 clusters Score -4638492 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4638542.500000 Penalty: 3481.325195
	Iteration 47Q: 3 clusters Score -4638542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4638597.000000 Penalty: 3481.325195
	Iteration 48Q: 3 clusters Score -4638597 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4638628.000000 Penalty: 3481.325195
	Iteration 49Q: 3 clusters Score -4638628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4638659.000000 Penalty: 3481.325195
	Iteration 50Q: 3 clusters Score -4638659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4638686.000000 Penalty: 3481.325195
	Iteration 51Q: 3 clusters Score -4638686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4638710.000000 Penalty: 3481.325195
	Iteration 52Q: 3 clusters Score -4638710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4638719.000000 Penalty: 3481.325195
	Iteration 53Q: 3 clusters Score -4638719 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4638751.500000 Penalty: 3481.325195
	Iteration 54Q: 3 clusters Score -4638752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4638760.000000 Penalty: 3481.325195
	Iteration 55Q: 3 clusters Score -4638760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4638773.000000 Penalty: 3481.325195
	Iteration 56Q: 3 clusters Score -4638773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4638785.500000 Penalty: 3481.325195
	Iteration 57Q: 3 clusters Score -4638786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4638792.500000 Penalty: 3481.325195
	Iteration 58Q: 3 clusters Score -4638792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4638800.000000 Penalty: 3481.325195
	Iteration 59Q: 3 clusters Score -4638800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4638809.000000 Penalty: 3481.325195
	Iteration 60F: 3 clusters Score -4638809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4638814.000000 Penalty: 3481.325195
	Iteration 61Q: 3 clusters Score -4638814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4638808.500000 Penalty: 3481.325195
	Iteration 62Q: 3 clusters Score -4638808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4638821.500000 Penalty: 3481.325195
	Iteration 63Q: 3 clusters Score -4638822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4638825.000000 Penalty: 3481.325195
	Iteration 64Q: 3 clusters Score -4638825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4638821.500000 Penalty: 3481.325195
	Iteration 65Q: 3 clusters Score -4638822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4638836.500000 Penalty: 3481.325195
	Iteration 66Q: 3 clusters Score -4638836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4638844.500000 Penalty: 3481.325195
	Iteration 67Q: 3 clusters Score -4638844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4638851.000000 Penalty: 3481.325195
	Iteration 68Q: 3 clusters Score -4638851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4638854.500000 Penalty: 3481.325195
	Iteration 69Q: 3 clusters Score -4638854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4638858.000000 Penalty: 3481.325195
	Iteration 70Q: 3 clusters Score -4638858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4638858.500000 Penalty: 3481.325195
	Iteration 71Q: 3 clusters Score -4638858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4638860.000000 Penalty: 3481.325195
	Iteration 72Q: 3 clusters Score -4638860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4638876.000000 Penalty: 3481.325195
	Iteration 73Q: 3 clusters Score -4638876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4638873.500000 Penalty: 3481.325195
	Iteration 74Q: 3 clusters Score -4638874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4638878.500000 Penalty: 3481.325195
	Iteration 75Q: 3 clusters Score -4638878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4638879.000000 Penalty: 3481.325195
	Iteration 76Q: 3 clusters Score -4638879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4638881.500000 Penalty: 3481.325195
	Iteration 77Q: 3 clusters Score -4638882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4638885.500000 Penalty: 3481.325195
	Iteration 78Q: 3 clusters Score -4638886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4638888.500000 Penalty: 3481.325195
	Iteration 79Q: 3 clusters Score -4638888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4638888.500000 Penalty: 3481.325195
	Iteration 80F: 3 clusters Score -4638888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4638888.000000 Penalty: 3481.325195
	Iteration 81Q: 3 clusters Score -4638888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4638888.000000 Penalty: 3481.325195
	Iteration 82Q: 3 clusters Score -4638888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4638887.000000 Penalty: 3481.325195
	Iteration 83Q: 3 clusters Score -4638887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4638887.000000 Penalty: 3481.325195
	Iteration 84Q: 3 clusters Score -4638887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4638887.000000 Penalty: 3481.325195
	Iteration 85Q: 3 clusters Score -4638887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4638887.000000 Penalty: 3481.325195
	Iteration 86F: 3 clusters Score -4638887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -278091.750000 Penalty: 1276.840698
	Iteration 0F: 2 clusters Score -278091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -275621.062500 Penalty: 2553.681396
	Iteration 0F: 3 clusters Score -275621.1 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -276149.000000 Penalty: 2553.681396
	Iteration 1F: 3 clusters Score -276149 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -276248.156250 Penalty: 2553.681396
	Iteration 2F: 3 clusters Score -276248.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -276313.937500 Penalty: 2553.681396
	Iteration 3Q: 3 clusters Score -276313.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -276358.750000 Penalty: 2553.681396
	Iteration 4Q: 3 clusters Score -276358.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -276393.718750 Penalty: 2553.681396
	Iteration 5Q: 3 clusters Score -276393.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -276428.656250 Penalty: 2553.681396
	Iteration 6Q: 3 clusters Score -276428.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -276466.031250 Penalty: 2553.681396
	Iteration 7Q: 3 clusters Score -276466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -276491.031250 Penalty: 2553.681396
	Iteration 8Q: 3 clusters Score -276491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -276518.718750 Penalty: 2553.681396
	Iteration 9Q: 3 clusters Score -276518.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -276546.031250 Penalty: 2553.681396
	Iteration 10Q: 3 clusters Score -276546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -276582.500000 Penalty: 2553.681396
	Iteration 11Q: 3 clusters Score -276582.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -276617.968750 Penalty: 2553.681396
	Iteration 12Q: 3 clusters Score -276618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -276654.687500 Penalty: 2553.681396
	Iteration 13Q: 3 clusters Score -276654.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -276683.156250 Penalty: 2553.681396
	Iteration 14Q: 3 clusters Score -276683.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -276701.937500 Penalty: 2553.681396
	Iteration 15Q: 3 clusters Score -276701.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -276730.218750 Penalty: 2553.681396
	Iteration 16Q: 3 clusters Score -276730.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -276759.718750 Penalty: 2553.681396
	Iteration 17Q: 3 clusters Score -276759.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -276787.437500 Penalty: 2553.681396
	Iteration 18Q: 3 clusters Score -276787.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -276810.375000 Penalty: 2553.681396
	Iteration 19Q: 3 clusters Score -276810.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -276829.187500 Penalty: 2553.681396
	Iteration 20F: 3 clusters Score -276829.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -276849.656250 Penalty: 2553.681396
	Iteration 21Q: 3 clusters Score -276849.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -276865.156250 Penalty: 2553.681396
	Iteration 22Q: 3 clusters Score -276865.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -276875.062500 Penalty: 2553.681396
	Iteration 23Q: 3 clusters Score -276875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -276884.312500 Penalty: 2553.681396
	Iteration 24Q: 3 clusters Score -276884.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -276894.250000 Penalty: 2553.681396
	Iteration 25Q: 3 clusters Score -276894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -276904.125000 Penalty: 2553.681396
	Iteration 26Q: 3 clusters Score -276904.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -276912.375000 Penalty: 2553.681396
	Iteration 27Q: 3 clusters Score -276912.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -276918.593750 Penalty: 2553.681396
	Iteration 28Q: 3 clusters Score -276918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -276921.375000 Penalty: 2553.681396
	Iteration 29Q: 3 clusters Score -276921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -276923.437500 Penalty: 2553.681396
	Iteration 30Q: 3 clusters Score -276923.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -276925.375000 Penalty: 2553.681396
	Iteration 31Q: 3 clusters Score -276925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -276927.750000 Penalty: 2553.681396
	Iteration 32Q: 3 clusters Score -276927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -276930.750000 Penalty: 2553.681396
	Iteration 33Q: 3 clusters Score -276930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -276934.218750 Penalty: 2553.681396
	Iteration 34Q: 3 clusters Score -276934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -276937.281250 Penalty: 2553.681396
	Iteration 35Q: 3 clusters Score -276937.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -276941.375000 Penalty: 2553.681396
	Iteration 36Q: 3 clusters Score -276941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -276945.562500 Penalty: 2553.681396
	Iteration 37Q: 3 clusters Score -276945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -276954.718750 Penalty: 2553.681396
	Iteration 38Q: 3 clusters Score -276954.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -276962.968750 Penalty: 2553.681396
	Iteration 39Q: 3 clusters Score -276963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -276969.968750 Penalty: 2553.681396
	Iteration 40F: 3 clusters Score -276970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -276984.125000 Penalty: 2553.681396
	Iteration 41Q: 3 clusters Score -276984.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -276992.750000 Penalty: 2553.681396
	Iteration 42Q: 3 clusters Score -276992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -276997.250000 Penalty: 2553.681396
	Iteration 43Q: 3 clusters Score -276997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -277006.968750 Penalty: 2553.681396
	Iteration 44Q: 3 clusters Score -277007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -277016.468750 Penalty: 2553.681396
	Iteration 45Q: 3 clusters Score -277016.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -277022.593750 Penalty: 2553.681396
	Iteration 46Q: 3 clusters Score -277022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -277033.562500 Penalty: 2553.681396
	Iteration 47Q: 3 clusters Score -277033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -277038.437500 Penalty: 2553.681396
	Iteration 48Q: 3 clusters Score -277038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -277042.937500 Penalty: 2553.681396
	Iteration 49Q: 3 clusters Score -277042.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -277042.937500 Penalty: 2553.681396
	Iteration 50F: 3 clusters Score -277042.9 nChanged 0
--- Evaluating fit on full set of 2822530 points ---
Entering Unmasked Estep 
Score: -279216256.000000 Penalty: 36204.539062
25->16 Clusters: Score -279216256.000000, best is -279355232.000000

Main iterations: 0 (time per=infms)
Total iterations: 40618 (time per=543.026981ms)
Iterations metric 2: 3125830483968.000000 (time per=7.056259ns)
Iterations metric 3: 75016410497024.000000 (time per=294.024598ps)

That took 22056.669922 seconds.
